warning: commands will be executed using /bin/sh
job 5708 at Wed Oct  1 18:36:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse23-140729/YutaMouse23-140729/YutaMouse23-140729
ElecNo	2
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2103592 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 701197 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 36973 members 
Mstep: Class 3 contains 36906 members 
Mstep: Class 4 contains 36702 members 
Mstep: Class 5 contains 36534 members 
Mstep: Class 6 contains 36997 members 
Mstep: Class 7 contains 36734 members 
Mstep: Class 8 contains 37135 members 
Mstep: Class 9 contains 36716 members 
Mstep: Class 10 contains 37059 members 
Mstep: Class 11 contains 36889 members 
Mstep: Class 12 contains 36631 members 
Mstep: Class 13 contains 36906 members 
Mstep: Class 14 contains 37217 members 
Mstep: Class 15 contains 37112 members 
Mstep: Class 16 contains 36988 members 
Mstep: Class 17 contains 36992 members 
Mstep: Class 18 contains 36875 members 
Mstep: Class 19 contains 36690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1772.219360 but Gain 3338.214844
Score: -109587104.000000 Penalty: 60087.871094
Iteration 0F: 19 clusters Score -1.095871e+08 nChanged 663475
Entering Unmasked Mstep 
Mstep: Class 0 contains 1636 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2082 members 
Mstep: Class 3 contains 13715 members 
Mstep: Class 4 contains 10335 members 
Mstep: Class 5 contains 31786 members 
Mstep: Class 6 contains 12022 members 
Mstep: Class 7 contains 12315 members 
Mstep: Class 8 contains 11641 members 
Mstep: Class 9 contains 46379 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 5055 members 
Mstep: Class 12 contains 5914 members 
Mstep: Class 14 contains 35345 members 
Mstep: Class 15 contains 50873 members 
Mstep: Class 16 contains 397388 members 
Mstep: Class 17 contains 13818 members 
Mstep: Class 18 contains 28587 members 
Mstep: Class 19 contains 10925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112024864.000000 Penalty: 60087.871094
Iteration 1F: 19 clusters Score -1.120249e+08 nChanged 241520
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2774 members 
Mstep: Class 3 contains 14639 members 
Mstep: Class 4 contains 5033 members 
Mstep: Class 5 contains 49414 members 
Mstep: Class 6 contains 6097 members 
Mstep: Class 7 contains 11017 members 
Mstep: Class 8 contains 13884 members 
Mstep: Class 9 contains 56042 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 2545 members 
Mstep: Class 12 contains 8035 members 
Mstep: Class 14 contains 51642 members 
Mstep: Class 15 contains 79740 members 
Mstep: Class 16 contains 340978 members 
Mstep: Class 17 contains 10968 members 
Mstep: Class 18 contains 27477 members 
Mstep: Class 19 contains 7240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112864600.000000 Penalty: 60087.871094
Iteration 2F: 19 clusters Score -1.128646e+08 nChanged 215640
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 20600 members 
Mstep: Class 4 contains 5392 members 
Mstep: Class 5 contains 72220 members 
Mstep: Class 6 contains 2425 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 17181 members 
Mstep: Class 9 contains 61733 members 
Mstep: Class 10 contains 5585 members 
Mstep: Class 11 contains 2573 members 
Mstep: Class 12 contains 12030 members 
Mstep: Class 14 contains 80327 members 
Mstep: Class 15 contains 103680 members 
Mstep: Class 16 contains 236816 members 
Mstep: Class 17 contains 12614 members 
Mstep: Class 18 contains 41827 members 
Mstep: Class 19 contains 6958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113565352.000000 Penalty: 60087.871094
Iteration 3F: 19 clusters Score -1.135654e+08 nChanged 169776
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 23813 members 
Mstep: Class 4 contains 7739 members 
Mstep: Class 5 contains 79316 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 5813 members 
Mstep: Class 8 contains 17458 members 
Mstep: Class 9 contains 62360 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 12 contains 13947 members 
Mstep: Class 14 contains 107285 members 
Mstep: Class 15 contains 96720 members 
Mstep: Class 16 contains 183749 members 
Mstep: Class 17 contains 13532 members 
Mstep: Class 18 contains 57812 members 
Mstep: Class 19 contains 9362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113956128.000000 Penalty: 60087.871094
Iteration 4F: 19 clusters Score -1.139561e+08 nChanged 130152
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 25546 members 
Mstep: Class 4 contains 11472 members 
Mstep: Class 5 contains 82163 members 
Mstep: Class 6 contains 1832 members 
Mstep: Class 7 contains 6810 members 
Mstep: Class 8 contains 16911 members 
Mstep: Class 9 contains 62696 members 
Mstep: Class 10 contains 6749 members 
Mstep: Class 11 contains 2781 members 
Mstep: Class 12 contains 14306 members 
Mstep: Class 14 contains 123060 members 
Mstep: Class 15 contains 84755 members 
Mstep: Class 16 contains 157455 members 
Mstep: Class 17 contains 15143 members 
Mstep: Class 18 contains 65883 members 
Mstep: Class 19 contains 11546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114142576.000000 Penalty: 60087.871094
Iteration 5F: 19 clusters Score -1.141426e+08 nChanged 102885
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 28902 members 
Mstep: Class 4 contains 14858 members 
Mstep: Class 5 contains 89064 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 9052 members 
Mstep: Class 8 contains 16338 members 
Mstep: Class 9 contains 59908 members 
Mstep: Class 10 contains 7617 members 
Mstep: Class 11 contains 2802 members 
Mstep: Class 12 contains 14544 members 
Mstep: Class 14 contains 134273 members 
Mstep: Class 15 contains 79453 members 
Mstep: Class 16 contains 131149 members 
Mstep: Class 17 contains 18388 members 
Mstep: Class 18 contains 67712 members 
Mstep: Class 19 contains 12711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114274536.000000 Penalty: 60087.871094
Iteration 6F: 19 clusters Score -1.142745e+08 nChanged 81187
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 1020 members 
Mstep: Class 3 contains 31935 members 
Mstep: Class 4 contains 17930 members 
Mstep: Class 5 contains 94287 members 
Mstep: Class 6 contains 1543 members 
Mstep: Class 7 contains 11322 members 
Mstep: Class 8 contains 15835 members 
Mstep: Class 9 contains 55049 members 
Mstep: Class 10 contains 9663 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 12 contains 14868 members 
Mstep: Class 14 contains 137644 members 
Mstep: Class 15 contains 79267 members 
Mstep: Class 16 contains 111965 members 
Mstep: Class 17 contains 22669 members 
Mstep: Class 18 contains 67114 members 
Mstep: Class 19 contains 13804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114394288.000000 Penalty: 60087.871094
Iteration 7F: 19 clusters Score -1.143943e+08 nChanged 63199
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 31750 members 
Mstep: Class 4 contains 20753 members 
Mstep: Class 5 contains 94339 members 
Mstep: Class 6 contains 1634 members 
Mstep: Class 7 contains 13236 members 
Mstep: Class 8 contains 14986 members 
Mstep: Class 9 contains 50329 members 
Mstep: Class 10 contains 12540 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 15213 members 
Mstep: Class 14 contains 131840 members 
Mstep: Class 15 contains 81636 members 
Mstep: Class 16 contains 108496 members 
Mstep: Class 17 contains 26690 members 
Mstep: Class 18 contains 65840 members 
Mstep: Class 19 contains 15077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114461000.000000 Penalty: 60087.871094
Iteration 8F: 19 clusters Score -1.14461e+08 nChanged 49166
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 31280 members 
Mstep: Class 4 contains 22859 members 
Mstep: Class 5 contains 91976 members 
Mstep: Class 6 contains 1761 members 
Mstep: Class 7 contains 14835 members 
Mstep: Class 8 contains 14101 members 
Mstep: Class 9 contains 47883 members 
Mstep: Class 10 contains 14555 members 
Mstep: Class 11 contains 2884 members 
Mstep: Class 12 contains 15575 members 
Mstep: Class 14 contains 128549 members 
Mstep: Class 15 contains 84913 members 
Mstep: Class 16 contains 103627 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 64365 members 
Mstep: Class 19 contains 15790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114513976.000000 Penalty: 60087.871094
Iteration 9F: 19 clusters Score -1.14514e+08 nChanged 42292
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1254 members 
Mstep: Class 3 contains 30282 members 
Mstep: Class 4 contains 24615 members 
Mstep: Class 5 contains 88044 members 
Mstep: Class 6 contains 1903 members 
Mstep: Class 7 contains 16057 members 
Mstep: Class 8 contains 13449 members 
Mstep: Class 9 contains 46837 members 
Mstep: Class 10 contains 15339 members 
Mstep: Class 11 contains 2943 members 
Mstep: Class 12 contains 15837 members 
Mstep: Class 14 contains 128065 members 
Mstep: Class 15 contains 87140 members 
Mstep: Class 16 contains 98758 members 
Mstep: Class 17 contains 38227 members 
Mstep: Class 18 contains 62799 members 
Mstep: Class 19 contains 15908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114551176.000000 Penalty: 60087.871094
Iteration 10F: 19 clusters Score -1.145512e+08 nChanged 36945
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1283 members 
Mstep: Class 3 contains 29069 members 
Mstep: Class 4 contains 26237 members 
Mstep: Class 5 contains 84365 members 
Mstep: Class 6 contains 2207 members 
Mstep: Class 7 contains 16887 members 
Mstep: Class 8 contains 13021 members 
Mstep: Class 9 contains 46367 members 
Mstep: Class 10 contains 15615 members 
Mstep: Class 11 contains 2976 members 
Mstep: Class 12 contains 16049 members 
Mstep: Class 14 contains 128748 members 
Mstep: Class 15 contains 87651 members 
Mstep: Class 16 contains 93723 members 
Mstep: Class 17 contains 45994 members 
Mstep: Class 18 contains 61335 members 
Mstep: Class 19 contains 15452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114577424.000000 Penalty: 60087.871094
Iteration 11F: 19 clusters Score -1.145774e+08 nChanged 33807
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 1293 members 
Mstep: Class 3 contains 27596 members 
Mstep: Class 4 contains 27677 members 
Mstep: Class 5 contains 81553 members 
Mstep: Class 6 contains 2877 members 
Mstep: Class 7 contains 17367 members 
Mstep: Class 8 contains 12628 members 
Mstep: Class 9 contains 46392 members 
Mstep: Class 10 contains 15753 members 
Mstep: Class 11 contains 3002 members 
Mstep: Class 12 contains 16177 members 
Mstep: Class 14 contains 128851 members 
Mstep: Class 15 contains 87284 members 
Mstep: Class 16 contains 88046 members 
Mstep: Class 17 contains 55351 members 
Mstep: Class 18 contains 59923 members 
Mstep: Class 19 contains 14653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114602192.000000 Penalty: 60087.871094
Iteration 12Q: 19 clusters Score -1.146022e+08 nChanged 32902
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 1296 members 
Mstep: Class 3 contains 25772 members 
Mstep: Class 4 contains 28950 members 
Mstep: Class 5 contains 79292 members 
Mstep: Class 6 contains 3563 members 
Mstep: Class 7 contains 17744 members 
Mstep: Class 8 contains 12236 members 
Mstep: Class 9 contains 47042 members 
Mstep: Class 10 contains 15819 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 16272 members 
Mstep: Class 14 contains 128316 members 
Mstep: Class 15 contains 86476 members 
Mstep: Class 16 contains 81012 members 
Mstep: Class 17 contains 66603 members 
Mstep: Class 18 contains 58423 members 
Mstep: Class 19 contains 13737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114628024.000000 Penalty: 60087.871094
Iteration 13Q: 19 clusters Score -1.14628e+08 nChanged 32652
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 1299 members 
Mstep: Class 3 contains 23523 members 
Mstep: Class 4 contains 30336 members 
Mstep: Class 5 contains 77435 members 
Mstep: Class 6 contains 4141 members 
Mstep: Class 7 contains 18032 members 
Mstep: Class 8 contains 11808 members 
Mstep: Class 9 contains 47834 members 
Mstep: Class 10 contains 15774 members 
Mstep: Class 11 contains 2983 members 
Mstep: Class 12 contains 16348 members 
Mstep: Class 14 contains 127354 members 
Mstep: Class 15 contains 85387 members 
Mstep: Class 16 contains 73004 members 
Mstep: Class 17 contains 79468 members 
Mstep: Class 18 contains 56924 members 
Mstep: Class 19 contains 12804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114648088.000000 Penalty: 60087.871094
Iteration 14Q: 19 clusters Score -1.146481e+08 nChanged 29576
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 21393 members 
Mstep: Class 4 contains 31815 members 
Mstep: Class 5 contains 76863 members 
Mstep: Class 6 contains 4671 members 
Mstep: Class 7 contains 18235 members 
Mstep: Class 8 contains 11341 members 
Mstep: Class 9 contains 48527 members 
Mstep: Class 10 contains 15748 members 
Mstep: Class 11 contains 2975 members 
Mstep: Class 12 contains 16440 members 
Mstep: Class 14 contains 126286 members 
Mstep: Class 15 contains 84105 members 
Mstep: Class 16 contains 65866 members 
Mstep: Class 17 contains 90334 members 
Mstep: Class 18 contains 55502 members 
Mstep: Class 19 contains 11919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114658616.000000 Penalty: 60087.871094
Iteration 15Q: 19 clusters Score -1.146586e+08 nChanged 24573
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 1300 members 
Mstep: Class 3 contains 20187 members 
Mstep: Class 4 contains 33353 members 
Mstep: Class 5 contains 77414 members 
Mstep: Class 6 contains 5187 members 
Mstep: Class 7 contains 18413 members 
Mstep: Class 8 contains 10840 members 
Mstep: Class 9 contains 49207 members 
Mstep: Class 10 contains 15763 members 
Mstep: Class 11 contains 2973 members 
Mstep: Class 12 contains 16505 members 
Mstep: Class 14 contains 125340 members 
Mstep: Class 15 contains 82875 members 
Mstep: Class 16 contains 60490 members 
Mstep: Class 17 contains 97265 members 
Mstep: Class 18 contains 54089 members 
Mstep: Class 19 contains 11214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114669712.000000 Penalty: 60087.871094
Iteration 16Q: 19 clusters Score -1.146697e+08 nChanged 21097
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 1306 members 
Mstep: Class 3 contains 19536 members 
Mstep: Class 4 contains 35006 members 
Mstep: Class 5 contains 78390 members 
Mstep: Class 6 contains 5614 members 
Mstep: Class 7 contains 18562 members 
Mstep: Class 8 contains 10380 members 
Mstep: Class 9 contains 49767 members 
Mstep: Class 10 contains 15790 members 
Mstep: Class 11 contains 2971 members 
Mstep: Class 12 contains 16581 members 
Mstep: Class 14 contains 124567 members 
Mstep: Class 15 contains 81444 members 
Mstep: Class 16 contains 56420 members 
Mstep: Class 17 contains 102007 members 
Mstep: Class 18 contains 52839 members 
Mstep: Class 19 contains 10658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114679640.000000 Penalty: 60087.871094
Iteration 17Q: 19 clusters Score -1.146796e+08 nChanged 20104
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 1313 members 
Mstep: Class 3 contains 19090 members 
Mstep: Class 4 contains 36757 members 
Mstep: Class 5 contains 79295 members 
Mstep: Class 6 contains 5965 members 
Mstep: Class 7 contains 18660 members 
Mstep: Class 8 contains 9922 members 
Mstep: Class 9 contains 50285 members 
Mstep: Class 10 contains 15821 members 
Mstep: Class 11 contains 2971 members 
Mstep: Class 12 contains 16674 members 
Mstep: Class 14 contains 123697 members 
Mstep: Class 15 contains 79907 members 
Mstep: Class 16 contains 53463 members 
Mstep: Class 17 contains 105674 members 
Mstep: Class 18 contains 51780 members 
Mstep: Class 19 contains 10289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114692848.000000 Penalty: 60087.871094
Iteration 18Q: 19 clusters Score -1.146928e+08 nChanged 19942
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 1315 members 
Mstep: Class 3 contains 18621 members 
Mstep: Class 4 contains 38630 members 
Mstep: Class 5 contains 79750 members 
Mstep: Class 6 contains 6236 members 
Mstep: Class 7 contains 18755 members 
Mstep: Class 8 contains 9524 members 
Mstep: Class 9 contains 50644 members 
Mstep: Class 10 contains 15832 members 
Mstep: Class 11 contains 2972 members 
Mstep: Class 12 contains 16751 members 
Mstep: Class 14 contains 122708 members 
Mstep: Class 15 contains 77977 members 
Mstep: Class 16 contains 53049 members 
Mstep: Class 17 contains 107797 members 
Mstep: Class 18 contains 50889 members 
Mstep: Class 19 contains 10049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114714216.000000 Penalty: 60087.871094
Iteration 19Q: 19 clusters Score -1.147142e+08 nChanged 19459
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 1319 members 
Mstep: Class 3 contains 18080 members 
Mstep: Class 4 contains 40514 members 
Mstep: Class 5 contains 79740 members 
Mstep: Class 6 contains 6509 members 
Mstep: Class 7 contains 18801 members 
Mstep: Class 8 contains 9163 members 
Mstep: Class 9 contains 50751 members 
Mstep: Class 10 contains 15844 members 
Mstep: Class 11 contains 2971 members 
Mstep: Class 12 contains 16809 members 
Mstep: Class 14 contains 121690 members 
Mstep: Class 15 contains 75543 members 
Mstep: Class 16 contains 56450 members 
Mstep: Class 17 contains 107431 members 
Mstep: Class 18 contains 50044 members 
Mstep: Class 19 contains 9866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114731368.000000 Penalty: 60087.871094
Iteration 20F: 19 clusters Score -1.147314e+08 nChanged 17821
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1315 members 
Mstep: Class 3 contains 17353 members 
Mstep: Class 4 contains 42258 members 
Mstep: Class 5 contains 79551 members 
Mstep: Class 6 contains 6775 members 
Mstep: Class 7 contains 18787 members 
Mstep: Class 8 contains 8829 members 
Mstep: Class 9 contains 50536 members 
Mstep: Class 10 contains 15882 members 
Mstep: Class 11 contains 2973 members 
Mstep: Class 12 contains 16816 members 
Mstep: Class 14 contains 121033 members 
Mstep: Class 15 contains 73458 members 
Mstep: Class 16 contains 60590 members 
Mstep: Class 17 contains 106547 members 
Mstep: Class 18 contains 49247 members 
Mstep: Class 19 contains 9661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114741688.000000 Penalty: 60087.871094
Iteration 21Q: 19 clusters Score -1.147417e+08 nChanged 15231
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 1311 members 
Mstep: Class 3 contains 16917 members 
Mstep: Class 4 contains 43795 members 
Mstep: Class 5 contains 79311 members 
Mstep: Class 6 contains 7016 members 
Mstep: Class 7 contains 18760 members 
Mstep: Class 8 contains 8563 members 
Mstep: Class 9 contains 50187 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 2971 members 
Mstep: Class 12 contains 16809 members 
Mstep: Class 14 contains 120588 members 
Mstep: Class 15 contains 71837 members 
Mstep: Class 16 contains 64384 members 
Mstep: Class 17 contains 105424 members 
Mstep: Class 18 contains 48484 members 
Mstep: Class 19 contains 9429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114748888.000000 Penalty: 60087.871094
Iteration 22Q: 19 clusters Score -1.147489e+08 nChanged 13227
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 1306 members 
Mstep: Class 3 contains 16593 members 
Mstep: Class 4 contains 45290 members 
Mstep: Class 5 contains 78655 members 
Mstep: Class 6 contains 7239 members 
Mstep: Class 7 contains 18727 members 
Mstep: Class 8 contains 8340 members 
Mstep: Class 9 contains 49734 members 
Mstep: Class 10 contains 16034 members 
Mstep: Class 11 contains 2972 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 14 contains 120333 members 
Mstep: Class 15 contains 70599 members 
Mstep: Class 16 contains 67734 members 
Mstep: Class 17 contains 104350 members 
Mstep: Class 18 contains 47854 members 
Mstep: Class 19 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114753488.000000 Penalty: 60087.871094
Iteration 23Q: 19 clusters Score -1.147535e+08 nChanged 11301
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 1293 members 
Mstep: Class 3 contains 16308 members 
Mstep: Class 4 contains 46850 members 
Mstep: Class 5 contains 77742 members 
Mstep: Class 6 contains 7474 members 
Mstep: Class 7 contains 18685 members 
Mstep: Class 8 contains 8158 members 
Mstep: Class 9 contains 49176 members 
Mstep: Class 10 contains 16100 members 
Mstep: Class 11 contains 2976 members 
Mstep: Class 12 contains 16756 members 
Mstep: Class 14 contains 120156 members 
Mstep: Class 15 contains 69552 members 
Mstep: Class 16 contains 70622 members 
Mstep: Class 17 contains 103509 members 
Mstep: Class 18 contains 47354 members 
Mstep: Class 19 contains 9205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114757104.000000 Penalty: 60087.871094
Iteration 24Q: 19 clusters Score -1.147571e+08 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 15983 members 
Mstep: Class 4 contains 48358 members 
Mstep: Class 5 contains 76857 members 
Mstep: Class 6 contains 7757 members 
Mstep: Class 7 contains 18617 members 
Mstep: Class 8 contains 8017 members 
Mstep: Class 9 contains 48560 members 
Mstep: Class 10 contains 16155 members 
Mstep: Class 11 contains 2985 members 
Mstep: Class 12 contains 16727 members 
Mstep: Class 14 contains 120004 members 
Mstep: Class 15 contains 68553 members 
Mstep: Class 16 contains 73100 members 
Mstep: Class 17 contains 102841 members 
Mstep: Class 18 contains 46989 members 
Mstep: Class 19 contains 9193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114759720.000000 Penalty: 60087.871094
Iteration 25Q: 19 clusters Score -1.147597e+08 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 1251 members 
Mstep: Class 3 contains 15672 members 
Mstep: Class 4 contains 49843 members 
Mstep: Class 5 contains 76022 members 
Mstep: Class 6 contains 8071 members 
Mstep: Class 7 contains 18545 members 
Mstep: Class 8 contains 7912 members 
Mstep: Class 9 contains 47892 members 
Mstep: Class 10 contains 16206 members 
Mstep: Class 11 contains 2998 members 
Mstep: Class 12 contains 16686 members 
Mstep: Class 14 contains 119789 members 
Mstep: Class 15 contains 67683 members 
Mstep: Class 16 contains 75240 members 
Mstep: Class 17 contains 102306 members 
Mstep: Class 18 contains 46696 members 
Mstep: Class 19 contains 9192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114762440.000000 Penalty: 60087.871094
Iteration 26Q: 19 clusters Score -1.147624e+08 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 1238 members 
Mstep: Class 3 contains 15395 members 
Mstep: Class 4 contains 51326 members 
Mstep: Class 5 contains 75351 members 
Mstep: Class 6 contains 8391 members 
Mstep: Class 7 contains 18469 members 
Mstep: Class 8 contains 7806 members 
Mstep: Class 9 contains 47204 members 
Mstep: Class 10 contains 16233 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 16623 members 
Mstep: Class 14 contains 119580 members 
Mstep: Class 15 contains 66865 members 
Mstep: Class 16 contains 77028 members 
Mstep: Class 17 contains 101816 members 
Mstep: Class 18 contains 46486 members 
Mstep: Class 19 contains 9223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114764768.000000 Penalty: 60087.871094
Iteration 27Q: 19 clusters Score -1.147648e+08 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 1223 members 
Mstep: Class 3 contains 15106 members 
Mstep: Class 4 contains 52784 members 
Mstep: Class 5 contains 74778 members 
Mstep: Class 6 contains 8683 members 
Mstep: Class 7 contains 18370 members 
Mstep: Class 8 contains 7696 members 
Mstep: Class 9 contains 46505 members 
Mstep: Class 10 contains 16233 members 
Mstep: Class 11 contains 3019 members 
Mstep: Class 12 contains 16583 members 
Mstep: Class 14 contains 119481 members 
Mstep: Class 15 contains 66166 members 
Mstep: Class 16 contains 78437 members 
Mstep: Class 17 contains 101394 members 
Mstep: Class 18 contains 46340 members 
Mstep: Class 19 contains 9267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114766432.000000 Penalty: 60087.871094
Iteration 28Q: 19 clusters Score -1.147664e+08 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 14846 members 
Mstep: Class 4 contains 54148 members 
Mstep: Class 5 contains 74409 members 
Mstep: Class 6 contains 9014 members 
Mstep: Class 7 contains 18262 members 
Mstep: Class 8 contains 7592 members 
Mstep: Class 9 contains 45786 members 
Mstep: Class 10 contains 16223 members 
Mstep: Class 11 contains 3026 members 
Mstep: Class 12 contains 16530 members 
Mstep: Class 14 contains 119416 members 
Mstep: Class 15 contains 65531 members 
Mstep: Class 16 contains 79528 members 
Mstep: Class 17 contains 100948 members 
Mstep: Class 18 contains 46261 members 
Mstep: Class 19 contains 9335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114768048.000000 Penalty: 60087.871094
Iteration 29Q: 19 clusters Score -1.14768e+08 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 14570 members 
Mstep: Class 4 contains 55486 members 
Mstep: Class 5 contains 74240 members 
Mstep: Class 6 contains 9384 members 
Mstep: Class 7 contains 18154 members 
Mstep: Class 8 contains 7504 members 
Mstep: Class 9 contains 45095 members 
Mstep: Class 10 contains 16196 members 
Mstep: Class 11 contains 3028 members 
Mstep: Class 12 contains 16478 members 
Mstep: Class 14 contains 119243 members 
Mstep: Class 15 contains 64900 members 
Mstep: Class 16 contains 80418 members 
Mstep: Class 17 contains 100533 members 
Mstep: Class 18 contains 46181 members 
Mstep: Class 19 contains 9411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114769832.000000 Penalty: 60087.871094
Iteration 30Q: 19 clusters Score -1.147698e+08 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 1208 members 
Mstep: Class 3 contains 14282 members 
Mstep: Class 4 contains 56795 members 
Mstep: Class 5 contains 74133 members 
Mstep: Class 6 contains 9742 members 
Mstep: Class 7 contains 18071 members 
Mstep: Class 8 contains 7385 members 
Mstep: Class 9 contains 44401 members 
Mstep: Class 10 contains 16169 members 
Mstep: Class 11 contains 3028 members 
Mstep: Class 12 contains 16407 members 
Mstep: Class 14 contains 119153 members 
Mstep: Class 15 contains 64333 members 
Mstep: Class 16 contains 81112 members 
Mstep: Class 17 contains 100124 members 
Mstep: Class 18 contains 46127 members 
Mstep: Class 19 contains 9544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114771704.000000 Penalty: 60087.871094
Iteration 31Q: 19 clusters Score -1.147717e+08 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 1208 members 
Mstep: Class 3 contains 13984 members 
Mstep: Class 4 contains 58129 members 
Mstep: Class 5 contains 74017 members 
Mstep: Class 6 contains 10083 members 
Mstep: Class 7 contains 18010 members 
Mstep: Class 8 contains 7254 members 
Mstep: Class 9 contains 43742 members 
Mstep: Class 10 contains 16146 members 
Mstep: Class 11 contains 3028 members 
Mstep: Class 12 contains 16341 members 
Mstep: Class 14 contains 119050 members 
Mstep: Class 15 contains 63858 members 
Mstep: Class 16 contains 81646 members 
Mstep: Class 17 contains 99768 members 
Mstep: Class 18 contains 46052 members 
Mstep: Class 19 contains 9672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114773608.000000 Penalty: 60087.871094
Iteration 32Q: 19 clusters Score -1.147736e+08 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 1216 members 
Mstep: Class 3 contains 13709 members 
Mstep: Class 4 contains 59354 members 
Mstep: Class 5 contains 73961 members 
Mstep: Class 6 contains 10427 members 
Mstep: Class 7 contains 17938 members 
Mstep: Class 8 contains 7112 members 
Mstep: Class 9 contains 43138 members 
Mstep: Class 10 contains 16130 members 
Mstep: Class 11 contains 3027 members 
Mstep: Class 12 contains 16266 members 
Mstep: Class 14 contains 118943 members 
Mstep: Class 15 contains 63413 members 
Mstep: Class 16 contains 82095 members 
Mstep: Class 17 contains 99368 members 
Mstep: Class 18 contains 46009 members 
Mstep: Class 19 contains 9824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114774648.000000 Penalty: 60087.871094
Iteration 33Q: 19 clusters Score -1.147746e+08 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 1216 members 
Mstep: Class 3 contains 13474 members 
Mstep: Class 4 contains 60577 members 
Mstep: Class 5 contains 73882 members 
Mstep: Class 6 contains 10735 members 
Mstep: Class 7 contains 17883 members 
Mstep: Class 8 contains 6958 members 
Mstep: Class 9 contains 42597 members 
Mstep: Class 10 contains 16103 members 
Mstep: Class 11 contains 3027 members 
Mstep: Class 12 contains 16186 members 
Mstep: Class 14 contains 118799 members 
Mstep: Class 15 contains 63022 members 
Mstep: Class 16 contains 82481 members 
Mstep: Class 17 contains 98978 members 
Mstep: Class 18 contains 45972 members 
Mstep: Class 19 contains 9995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114776168.000000 Penalty: 60087.871094
Iteration 34Q: 19 clusters Score -1.147762e+08 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 1221 members 
Mstep: Class 3 contains 13264 members 
Mstep: Class 4 contains 61751 members 
Mstep: Class 5 contains 73737 members 
Mstep: Class 6 contains 11039 members 
Mstep: Class 7 contains 17838 members 
Mstep: Class 8 contains 6802 members 
Mstep: Class 9 contains 42104 members 
Mstep: Class 10 contains 16058 members 
Mstep: Class 11 contains 3026 members 
Mstep: Class 12 contains 16115 members 
Mstep: Class 14 contains 118690 members 
Mstep: Class 15 contains 62727 members 
Mstep: Class 16 contains 82797 members 
Mstep: Class 17 contains 98574 members 
Mstep: Class 18 contains 45942 members 
Mstep: Class 19 contains 10155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114777408.000000 Penalty: 60087.871094
Iteration 35Q: 19 clusters Score -1.147774e+08 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 13052 members 
Mstep: Class 4 contains 62949 members 
Mstep: Class 5 contains 73707 members 
Mstep: Class 6 contains 11299 members 
Mstep: Class 7 contains 17802 members 
Mstep: Class 8 contains 6668 members 
Mstep: Class 9 contains 41636 members 
Mstep: Class 10 contains 16027 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 16054 members 
Mstep: Class 14 contains 118593 members 
Mstep: Class 15 contains 62439 members 
Mstep: Class 16 contains 83021 members 
Mstep: Class 17 contains 98119 members 
Mstep: Class 18 contains 45901 members 
Mstep: Class 19 contains 10280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114778480.000000 Penalty: 60087.871094
Iteration 36Q: 19 clusters Score -1.147785e+08 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 12914 members 
Mstep: Class 4 contains 64279 members 
Mstep: Class 5 contains 73606 members 
Mstep: Class 6 contains 11549 members 
Mstep: Class 7 contains 17754 members 
Mstep: Class 8 contains 6530 members 
Mstep: Class 9 contains 41153 members 
Mstep: Class 10 contains 15987 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 15987 members 
Mstep: Class 14 contains 118413 members 
Mstep: Class 15 contains 62138 members 
Mstep: Class 16 contains 83226 members 
Mstep: Class 17 contains 97664 members 
Mstep: Class 18 contains 45871 members 
Mstep: Class 19 contains 10423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114779776.000000 Penalty: 60087.871094
Iteration 37Q: 19 clusters Score -1.147798e+08 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 1218 members 
Mstep: Class 3 contains 12813 members 
Mstep: Class 4 contains 65603 members 
Mstep: Class 5 contains 73507 members 
Mstep: Class 6 contains 11792 members 
Mstep: Class 7 contains 17718 members 
Mstep: Class 8 contains 6423 members 
Mstep: Class 9 contains 40645 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 15915 members 
Mstep: Class 14 contains 118244 members 
Mstep: Class 15 contains 61870 members 
Mstep: Class 16 contains 83362 members 
Mstep: Class 17 contains 97211 members 
Mstep: Class 18 contains 45837 members 
Mstep: Class 19 contains 10545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114780624.000000 Penalty: 60087.871094
Iteration 38Q: 19 clusters Score -1.147806e+08 nChanged 4675
Entering ConstructFrom: 
Score: -114780624.000000 Penalty: 60087.871094
Entering ConstructFrom: 
Trying to split cluster 1 (19398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Entering Unmasked Estep 
Score: -3172403.750000 Penalty: 2448.485352
	Iteration 0F: 2 clusters Score -3172404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -3158796.000000 Penalty: 4896.970703
	Iteration 0F: 3 clusters Score -3158796 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -3164886.000000 Penalty: 4896.970703
	Iteration 1F: 3 clusters Score -3164886 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -3169924.500000 Penalty: 4896.970703
	Iteration 2F: 3 clusters Score -3169924 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -3176642.250000 Penalty: 4896.970703
	Iteration 3F: 3 clusters Score -3176642 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -3181371.250000 Penalty: 4896.970703
	Iteration 4F: 3 clusters Score -3181371 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3182894.250000 Penalty: 4896.970703
	Iteration 5F: 3 clusters Score -3182894 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -3183264.250000 Penalty: 4896.970703
	Iteration 6Q: 3 clusters Score -3183264 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3183346.250000 Penalty: 4896.970703
	Iteration 7Q: 3 clusters Score -3183346 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -3183363.000000 Penalty: 4896.970703
	Iteration 8Q: 3 clusters Score -3183363 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3183388.250000 Penalty: 4896.970703
	Iteration 9Q: 3 clusters Score -3183388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3183386.500000 Penalty: 4896.970703
	Iteration 10Q: 3 clusters Score -3183386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3183397.000000 Penalty: 4896.970703
	Iteration 11Q: 3 clusters Score -3183397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -3183406.000000 Penalty: 4896.970703
	Iteration 12Q: 3 clusters Score -3183406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3183412.000000 Penalty: 4896.970703
	Iteration 13Q: 3 clusters Score -3183412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -3183414.000000 Penalty: 4896.970703
	Iteration 14Q: 3 clusters Score -3183414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3183418.750000 Penalty: 4896.970703
	Iteration 15Q: 3 clusters Score -3183419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3183416.750000 Penalty: 4896.970703
	Iteration 16Q: 3 clusters Score -3183417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3183419.500000 Penalty: 4896.970703
	Iteration 17Q: 3 clusters Score -3183420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -3183421.000000 Penalty: 4896.970703
	Iteration 18Q: 3 clusters Score -3183421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -3183421.000000 Penalty: 4896.970703
	Iteration 19F: 3 clusters Score -3183421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1218 members 
Mstep: Class 3 contains 12753 members 
Mstep: Class 4 contains 66996 members 
Mstep: Class 5 contains 73354 members 
Mstep: Class 6 contains 12050 members 
Mstep: Class 7 contains 17665 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 40153 members 
Mstep: Class 10 contains 15933 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 15836 members 
Mstep: Class 13 contains 14026 members 
Mstep: Class 14 contains 118073 members 
Mstep: Class 15 contains 61596 members 
Mstep: Class 16 contains 83473 members 
Mstep: Class 17 contains 96730 members 
Mstep: Class 18 contains 45828 members 
Mstep: Class 19 contains 10626 members 
Entering Unmasked Estep 
Score: -114791072.000000 Penalty: 63426.085938
Splitting cluster 1 changes total score from -114780624.000000 to -114791072.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 2 (1218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Entering Unmasked Estep 
Score: -168861.796875 Penalty: 1762.031372
	Iteration 0F: 2 clusters Score -168861.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -167143.031250 Penalty: 3524.062744
	Iteration 0F: 3 clusters Score -167143 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -169376.781250 Penalty: 3524.062744
	Iteration 1F: 3 clusters Score -169376.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -172008.921875 Penalty: 3524.062744
	Iteration 2F: 3 clusters Score -172008.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -173132.468750 Penalty: 3524.062744
	Iteration 3F: 3 clusters Score -173132.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -173620.890625 Penalty: 3524.062744
	Iteration 4F: 3 clusters Score -173620.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -173937.796875 Penalty: 3524.062744
	Iteration 5F: 3 clusters Score -173937.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -174253.687500 Penalty: 3524.062744
	Iteration 6F: 3 clusters Score -174253.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -174473.468750 Penalty: 3524.062744
	Iteration 7Q: 3 clusters Score -174473.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -174611.468750 Penalty: 3524.062744
	Iteration 8Q: 3 clusters Score -174611.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -174663.734375 Penalty: 3524.062744
	Iteration 9Q: 3 clusters Score -174663.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -174706.328125 Penalty: 3524.062744
	Iteration 10Q: 3 clusters Score -174706.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -174725.937500 Penalty: 3524.062744
	Iteration 11Q: 3 clusters Score -174725.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -174732.890625 Penalty: 3524.062744
	Iteration 12Q: 3 clusters Score -174732.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -174738.625000 Penalty: 3524.062744
	Iteration 13Q: 3 clusters Score -174738.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -174770.546875 Penalty: 3524.062744
	Iteration 14Q: 3 clusters Score -174770.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -174798.296875 Penalty: 3524.062744
	Iteration 15Q: 3 clusters Score -174798.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -174810.812500 Penalty: 3524.062744
	Iteration 16Q: 3 clusters Score -174810.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -174824.109375 Penalty: 3524.062744
	Iteration 17Q: 3 clusters Score -174824.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -174829.312500 Penalty: 3524.062744
	Iteration 18Q: 3 clusters Score -174829.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -174844.218750 Penalty: 3524.062744
	Iteration 19Q: 3 clusters Score -174844.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -174880.531250 Penalty: 3524.062744
	Iteration 20F: 3 clusters Score -174880.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -174921.046875 Penalty: 3524.062744
	Iteration 21Q: 3 clusters Score -174921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -174957.593750 Penalty: 3524.062744
	Iteration 22Q: 3 clusters Score -174957.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -174999.203125 Penalty: 3524.062744
	Iteration 23Q: 3 clusters Score -174999.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -175083.156250 Penalty: 3524.062744
	Iteration 24Q: 3 clusters Score -175083.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -175169.406250 Penalty: 3524.062744
	Iteration 25Q: 3 clusters Score -175169.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -175194.437500 Penalty: 3524.062744
	Iteration 26Q: 3 clusters Score -175194.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -175198.406250 Penalty: 3524.062744
	Iteration 27F: 3 clusters Score -175198.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -175210.234375 Penalty: 3524.062744
	Iteration 28Q: 3 clusters Score -175210.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -175210.234375 Penalty: 3524.062744
	Iteration 29F: 3 clusters Score -175210.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 12753 members 
Mstep: Class 4 contains 66996 members 
Mstep: Class 5 contains 73354 members 
Mstep: Class 6 contains 12050 members 
Mstep: Class 7 contains 17665 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 40153 members 
Mstep: Class 10 contains 15933 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 15836 members 
Mstep: Class 13 contains 14026 members 
Mstep: Class 14 contains 118073 members 
Mstep: Class 15 contains 61596 members 
Mstep: Class 16 contains 83473 members 
Mstep: Class 17 contains 96730 members 
Mstep: Class 18 contains 45828 members 
Mstep: Class 19 contains 10626 members 
Mstep: Class 20 contains 481 members 
Entering Unmasked Estep 
Score: -114795744.000000 Penalty: 66764.304688
Splitting cluster 2 changes total score from -114780624.000000 to -114795744.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (12753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Entering Unmasked Estep 
Score: -2042655.875000 Penalty: 2344.473389
	Iteration 0F: 2 clusters Score -2042656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2033283.125000 Penalty: 4688.946777
	Iteration 0F: 3 clusters Score -2033283 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2036385.250000 Penalty: 4688.946777
	Iteration 1F: 3 clusters Score -2036385 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2037053.250000 Penalty: 4688.946777
	Iteration 2F: 3 clusters Score -2037053 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2037705.875000 Penalty: 4688.946777
	Iteration 3F: 3 clusters Score -2037706 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2038298.125000 Penalty: 4688.946777
	Iteration 4F: 3 clusters Score -2038298 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2038861.750000 Penalty: 4688.946777
	Iteration 5F: 3 clusters Score -2038862 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2039371.000000 Penalty: 4688.946777
	Iteration 6F: 3 clusters Score -2039371 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2039758.250000 Penalty: 4688.946777
	Iteration 7Q: 3 clusters Score -2039758 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2040125.500000 Penalty: 4688.946777
	Iteration 8Q: 3 clusters Score -2040126 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2040474.750000 Penalty: 4688.946777
	Iteration 9Q: 3 clusters Score -2040475 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2040788.875000 Penalty: 4688.946777
	Iteration 10Q: 3 clusters Score -2040789 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2040999.000000 Penalty: 4688.946777
	Iteration 11Q: 3 clusters Score -2040999 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2041127.375000 Penalty: 4688.946777
	Iteration 12Q: 3 clusters Score -2041127 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2041216.250000 Penalty: 4688.946777
	Iteration 13Q: 3 clusters Score -2041216 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2041266.500000 Penalty: 4688.946777
	Iteration 14Q: 3 clusters Score -2041266 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2041306.250000 Penalty: 4688.946777
	Iteration 15Q: 3 clusters Score -2041306 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2041339.375000 Penalty: 4688.946777
	Iteration 16Q: 3 clusters Score -2041339 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2041351.375000 Penalty: 4688.946777
	Iteration 17Q: 3 clusters Score -2041351 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2041360.875000 Penalty: 4688.946777
	Iteration 18Q: 3 clusters Score -2041361 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2041365.375000 Penalty: 4688.946777
	Iteration 19Q: 3 clusters Score -2041365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2041376.875000 Penalty: 4688.946777
	Iteration 20F: 3 clusters Score -2041377 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2041381.250000 Penalty: 4688.946777
	Iteration 21Q: 3 clusters Score -2041381 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2041386.250000 Penalty: 4688.946777
	Iteration 22Q: 3 clusters Score -2041386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2041392.000000 Penalty: 4688.946777
	Iteration 23Q: 3 clusters Score -2041392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2041392.500000 Penalty: 4688.946777
	Iteration 24Q: 3 clusters Score -2041392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2041396.500000 Penalty: 4688.946777
	Iteration 25Q: 3 clusters Score -2041396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2041402.375000 Penalty: 4688.946777
	Iteration 26Q: 3 clusters Score -2041402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2041403.750000 Penalty: 4688.946777
	Iteration 27Q: 3 clusters Score -2041404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2041405.625000 Penalty: 4688.946777
	Iteration 28Q: 3 clusters Score -2041406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2041406.625000 Penalty: 4688.946777
	Iteration 29Q: 3 clusters Score -2041407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2041411.125000 Penalty: 4688.946777
	Iteration 30Q: 3 clusters Score -2041411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2041412.250000 Penalty: 4688.946777
	Iteration 31Q: 3 clusters Score -2041412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2041414.750000 Penalty: 4688.946777
	Iteration 32Q: 3 clusters Score -2041415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2041419.875000 Penalty: 4688.946777
	Iteration 33Q: 3 clusters Score -2041420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2041416.625000 Penalty: 4688.946777
	Iteration 34Q: 3 clusters Score -2041417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2041417.000000 Penalty: 4688.946777
	Iteration 35Q: 3 clusters Score -2041417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2041425.750000 Penalty: 4688.946777
	Iteration 36Q: 3 clusters Score -2041426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2041430.500000 Penalty: 4688.946777
	Iteration 37Q: 3 clusters Score -2041430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2041435.375000 Penalty: 4688.946777
	Iteration 38Q: 3 clusters Score -2041435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2041432.625000 Penalty: 4688.946777
	Iteration 39Q: 3 clusters Score -2041433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2041440.750000 Penalty: 4688.946777
	Iteration 40F: 3 clusters Score -2041441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2041443.500000 Penalty: 4688.946777
	Iteration 41Q: 3 clusters Score -2041444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2041446.250000 Penalty: 4688.946777
	Iteration 42Q: 3 clusters Score -2041446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2041446.000000 Penalty: 4688.946777
	Iteration 43Q: 3 clusters Score -2041446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2041446.875000 Penalty: 4688.946777
	Iteration 44Q: 3 clusters Score -2041447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2041448.250000 Penalty: 4688.946777
	Iteration 45Q: 3 clusters Score -2041448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2041448.250000 Penalty: 4688.946777
	Iteration 46Q: 3 clusters Score -2041448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2041448.875000 Penalty: 4688.946777
	Iteration 47Q: 3 clusters Score -2041449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2041446.500000 Penalty: 4688.946777
	Iteration 48Q: 3 clusters Score -2041446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2041449.250000 Penalty: 4688.946777
	Iteration 49Q: 3 clusters Score -2041449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2041448.875000 Penalty: 4688.946777
	Iteration 50Q: 3 clusters Score -2041449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2041448.875000 Penalty: 4688.946777
	Iteration 51F: 3 clusters Score -2041449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (66996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Entering Unmasked Estep 
Score: -10705865.000000 Penalty: 2755.872314
	Iteration 0F: 2 clusters Score -1.070586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -10661296.000000 Penalty: 5511.744629
	Iteration 0F: 3 clusters Score -1.06613e+07 nChanged 31133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -10680065.000000 Penalty: 5511.744629
	Iteration 1F: 3 clusters Score -1.068006e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -10682871.000000 Penalty: 5511.744629
	Iteration 2F: 3 clusters Score -1.068287e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -10687494.000000 Penalty: 5511.744629
	Iteration 3F: 3 clusters Score -1.068749e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -10692834.000000 Penalty: 5511.744629
	Iteration 4F: 3 clusters Score -1.069283e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -10697393.000000 Penalty: 5511.744629
	Iteration 5F: 3 clusters Score -1.069739e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -10700356.000000 Penalty: 5511.744629
	Iteration 6F: 3 clusters Score -1.070036e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -10701983.000000 Penalty: 5511.744629
	Iteration 7Q: 3 clusters Score -1.070198e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -10702787.000000 Penalty: 5511.744629
	Iteration 8Q: 3 clusters Score -1.070279e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -10703356.000000 Penalty: 5511.744629
	Iteration 9Q: 3 clusters Score -1.070336e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -10703732.000000 Penalty: 5511.744629
	Iteration 10Q: 3 clusters Score -1.070373e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -10703991.000000 Penalty: 5511.744629
	Iteration 11Q: 3 clusters Score -1.070399e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -10704322.000000 Penalty: 5511.744629
	Iteration 12Q: 3 clusters Score -1.070432e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -10704613.000000 Penalty: 5511.744629
	Iteration 13Q: 3 clusters Score -1.070461e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -10704869.000000 Penalty: 5511.744629
	Iteration 14Q: 3 clusters Score -1.070487e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -10705083.000000 Penalty: 5511.744629
	Iteration 15Q: 3 clusters Score -1.070508e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -10705232.000000 Penalty: 5511.744629
	Iteration 16Q: 3 clusters Score -1.070523e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -10705424.000000 Penalty: 5511.744629
	Iteration 17Q: 3 clusters Score -1.070542e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -10705604.000000 Penalty: 5511.744629
	Iteration 18Q: 3 clusters Score -1.07056e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -10705757.000000 Penalty: 5511.744629
	Iteration 19Q: 3 clusters Score -1.070576e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -10705897.000000 Penalty: 5511.744629
	Iteration 20F: 3 clusters Score -1.07059e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -10705926.000000 Penalty: 5511.744629
	Iteration 21Q: 3 clusters Score -1.070593e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -10705991.000000 Penalty: 5511.744629
	Iteration 22Q: 3 clusters Score -1.070599e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -10705998.000000 Penalty: 5511.744629
	Iteration 23Q: 3 clusters Score -1.0706e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -10706045.000000 Penalty: 5511.744629
	Iteration 24Q: 3 clusters Score -1.070604e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -10706088.000000 Penalty: 5511.744629
	Iteration 25Q: 3 clusters Score -1.070609e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 52086 members 
Entering Unmasked Estep 
Score: -10706106.000000 Penalty: 5511.744629
	Iteration 26Q: 3 clusters Score -1.070611e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 52302 members 
Entering Unmasked Estep 
Score: -10706152.000000 Penalty: 5511.744629
	Iteration 27Q: 3 clusters Score -1.070615e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -10706162.000000 Penalty: 5511.744629
	Iteration 28Q: 3 clusters Score -1.070616e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -10706182.000000 Penalty: 5511.744629
	Iteration 29Q: 3 clusters Score -1.070618e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 52883 members 
Entering Unmasked Estep 
Score: -10706208.000000 Penalty: 5511.744629
	Iteration 30Q: 3 clusters Score -1.070621e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -10706236.000000 Penalty: 5511.744629
	Iteration 31Q: 3 clusters Score -1.070624e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 53254 members 
Entering Unmasked Estep 
Score: -10706230.000000 Penalty: 5511.744629
	Iteration 32Q: 3 clusters Score -1.070623e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -10706242.000000 Penalty: 5511.744629
	Iteration 33Q: 3 clusters Score -1.070624e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -10706262.000000 Penalty: 5511.744629
	Iteration 34Q: 3 clusters Score -1.070626e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -10706279.000000 Penalty: 5511.744629
	Iteration 35Q: 3 clusters Score -1.070628e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 53869 members 
Entering Unmasked Estep 
Score: -10706279.000000 Penalty: 5511.744629
	Iteration 36Q: 3 clusters Score -1.070628e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -10706297.000000 Penalty: 5511.744629
	Iteration 37Q: 3 clusters Score -1.07063e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -10706324.000000 Penalty: 5511.744629
	Iteration 38Q: 3 clusters Score -1.070632e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 54231 members 
Entering Unmasked Estep 
Score: -10706336.000000 Penalty: 5511.744629
	Iteration 39Q: 3 clusters Score -1.070634e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -10706337.000000 Penalty: 5511.744629
	Iteration 40F: 3 clusters Score -1.070634e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -10706300.000000 Penalty: 5511.744629
	Iteration 41Q: 3 clusters Score -1.07063e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -10706352.000000 Penalty: 5511.744629
	Iteration 42Q: 3 clusters Score -1.070635e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -10706345.000000 Penalty: 5511.744629
	Iteration 43Q: 3 clusters Score -1.070634e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -10706319.000000 Penalty: 5511.744629
	Iteration 44Q: 3 clusters Score -1.070632e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 54798 members 
Entering Unmasked Estep 
Score: -10706317.000000 Penalty: 5511.744629
	Iteration 45Q: 3 clusters Score -1.070632e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 54860 members 
Entering Unmasked Estep 
Score: -10706314.000000 Penalty: 5511.744629
	Iteration 46Q: 3 clusters Score -1.070631e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 54906 members 
Entering Unmasked Estep 
Score: -10706323.000000 Penalty: 5511.744629
	Iteration 47Q: 3 clusters Score -1.070632e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -10706340.000000 Penalty: 5511.744629
	Iteration 48Q: 3 clusters Score -1.070634e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 54976 members 
Entering Unmasked Estep 
Score: -10706330.000000 Penalty: 5511.744629
	Iteration 49Q: 3 clusters Score -1.070633e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -10706329.000000 Penalty: 5511.744629
	Iteration 50Q: 3 clusters Score -1.070633e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 55040 members 
Entering Unmasked Estep 
Score: -10706313.000000 Penalty: 5511.744629
	Iteration 51Q: 3 clusters Score -1.070631e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -10706315.000000 Penalty: 5511.744629
	Iteration 52Q: 3 clusters Score -1.070632e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -10706323.000000 Penalty: 5511.744629
	Iteration 53Q: 3 clusters Score -1.070632e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -10706340.000000 Penalty: 5511.744629
	Iteration 54Q: 3 clusters Score -1.070634e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -10706316.000000 Penalty: 5511.744629
	Iteration 55Q: 3 clusters Score -1.070632e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 55189 members 
Entering Unmasked Estep 
Score: -10706324.000000 Penalty: 5511.744629
	Iteration 56Q: 3 clusters Score -1.070632e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 55224 members 
Entering Unmasked Estep 
Score: -10706340.000000 Penalty: 5511.744629
	Iteration 57Q: 3 clusters Score -1.070634e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -10706318.000000 Penalty: 5511.744629
	Iteration 58Q: 3 clusters Score -1.070632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -10706339.000000 Penalty: 5511.744629
	Iteration 59Q: 3 clusters Score -1.070634e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 55291 members 
Entering Unmasked Estep 
Score: -10706343.000000 Penalty: 5511.744629
	Iteration 60F: 3 clusters Score -1.070634e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -10706347.000000 Penalty: 5511.744629
	Iteration 61Q: 3 clusters Score -1.070635e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 55347 members 
Entering Unmasked Estep 
Score: -10706337.000000 Penalty: 5511.744629
	Iteration 62Q: 3 clusters Score -1.070634e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -10706354.000000 Penalty: 5511.744629
	Iteration 63Q: 3 clusters Score -1.070635e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 55415 members 
Entering Unmasked Estep 
Score: -10706360.000000 Penalty: 5511.744629
	Iteration 64Q: 3 clusters Score -1.070636e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 55455 members 
Entering Unmasked Estep 
Score: -10706357.000000 Penalty: 5511.744629
	Iteration 65Q: 3 clusters Score -1.070636e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 55494 members 
Entering Unmasked Estep 
Score: -10706339.000000 Penalty: 5511.744629
	Iteration 66Q: 3 clusters Score -1.070634e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -10706362.000000 Penalty: 5511.744629
	Iteration 67Q: 3 clusters Score -1.070636e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 55581 members 
Entering Unmasked Estep 
Score: -10706360.000000 Penalty: 5511.744629
	Iteration 68Q: 3 clusters Score -1.070636e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -10706351.000000 Penalty: 5511.744629
	Iteration 69Q: 3 clusters Score -1.070635e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -10706359.000000 Penalty: 5511.744629
	Iteration 70Q: 3 clusters Score -1.070636e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 55668 members 
Entering Unmasked Estep 
Score: -10706369.000000 Penalty: 5511.744629
	Iteration 71Q: 3 clusters Score -1.070637e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
Score: -10706386.000000 Penalty: 5511.744629
	Iteration 72Q: 3 clusters Score -1.070639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -10706362.000000 Penalty: 5511.744629
	Iteration 73Q: 3 clusters Score -1.070636e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -10706365.000000 Penalty: 5511.744629
	Iteration 74Q: 3 clusters Score -1.070636e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -10706357.000000 Penalty: 5511.744629
	Iteration 75Q: 3 clusters Score -1.070636e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -10706375.000000 Penalty: 5511.744629
	Iteration 76Q: 3 clusters Score -1.070638e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 55794 members 
Entering Unmasked Estep 
Score: -10706376.000000 Penalty: 5511.744629
	Iteration 77Q: 3 clusters Score -1.070638e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -10706389.000000 Penalty: 5511.744629
	Iteration 78Q: 3 clusters Score -1.070639e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -10706405.000000 Penalty: 5511.744629
	Iteration 79Q: 3 clusters Score -1.07064e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -10706398.000000 Penalty: 5511.744629
	Iteration 80F: 3 clusters Score -1.07064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -10706400.000000 Penalty: 5511.744629
	Iteration 81Q: 3 clusters Score -1.07064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -10706416.000000 Penalty: 5511.744629
	Iteration 82Q: 3 clusters Score -1.070642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -10706403.000000 Penalty: 5511.744629
	Iteration 83Q: 3 clusters Score -1.07064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -10706416.000000 Penalty: 5511.744629
	Iteration 84Q: 3 clusters Score -1.070642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -10706411.000000 Penalty: 5511.744629
	Iteration 85Q: 3 clusters Score -1.070641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -10706411.000000 Penalty: 5511.744629
	Iteration 86Q: 3 clusters Score -1.070641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -10706414.000000 Penalty: 5511.744629
	Iteration 87Q: 3 clusters Score -1.070641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 55916 members 
Entering Unmasked Estep 
Score: -10706424.000000 Penalty: 5511.744629
	Iteration 88Q: 3 clusters Score -1.070642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -10706424.000000 Penalty: 5511.744629
	Iteration 89Q: 3 clusters Score -1.070642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -10706428.000000 Penalty: 5511.744629
	Iteration 90Q: 3 clusters Score -1.070643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -10706421.000000 Penalty: 5511.744629
	Iteration 91Q: 3 clusters Score -1.070642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
Score: -10706421.000000 Penalty: 5511.744629
	Iteration 92Q: 3 clusters Score -1.070642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 55935 members 
Entering Unmasked Estep 
Score: -10706430.000000 Penalty: 5511.744629
	Iteration 93Q: 3 clusters Score -1.070643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -10706413.000000 Penalty: 5511.744629
	Iteration 94Q: 3 clusters Score -1.070641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -10706413.000000 Penalty: 5511.744629
	Iteration 95F: 3 clusters Score -1.070641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 12753 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 73354 members 
Mstep: Class 6 contains 12050 members 
Mstep: Class 7 contains 17665 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 40153 members 
Mstep: Class 10 contains 15933 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 15836 members 
Mstep: Class 13 contains 14026 members 
Mstep: Class 14 contains 118073 members 
Mstep: Class 15 contains 61596 members 
Mstep: Class 16 contains 83473 members 
Mstep: Class 17 contains 96730 members 
Mstep: Class 18 contains 45828 members 
Mstep: Class 19 contains 10626 members 
Mstep: Class 20 contains 481 members 
Mstep: Class 21 contains 55937 members 
Entering Unmasked Estep 
Score: -114796144.000000 Penalty: 70102.515625
Splitting cluster 4 changes total score from -114780624.000000 to -114796144.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (73354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73354 members 
Entering Unmasked Estep 
Score: -11973496.000000 Penalty: 2778.356934
	Iteration 0F: 2 clusters Score -1.19735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -11926741.000000 Penalty: 5556.713867
	Iteration 0F: 3 clusters Score -1.192674e+07 nChanged 34544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -11947168.000000 Penalty: 5556.713867
	Iteration 1F: 3 clusters Score -1.194717e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -11948878.000000 Penalty: 5556.713867
	Iteration 2F: 3 clusters Score -1.194888e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -11951115.000000 Penalty: 5556.713867
	Iteration 3F: 3 clusters Score -1.195112e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -11953677.000000 Penalty: 5556.713867
	Iteration 4F: 3 clusters Score -1.195368e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -11956342.000000 Penalty: 5556.713867
	Iteration 5F: 3 clusters Score -1.195634e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -11958926.000000 Penalty: 5556.713867
	Iteration 6F: 3 clusters Score -1.195893e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -11961277.000000 Penalty: 5556.713867
	Iteration 7F: 3 clusters Score -1.196128e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -11963415.000000 Penalty: 5556.713867
	Iteration 8F: 3 clusters Score -1.196342e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -11965252.000000 Penalty: 5556.713867
	Iteration 9Q: 3 clusters Score -1.196525e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -11966784.000000 Penalty: 5556.713867
	Iteration 10Q: 3 clusters Score -1.196678e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 58082 members 
Entering Unmasked Estep 
Score: -11968032.000000 Penalty: 5556.713867
	Iteration 11Q: 3 clusters Score -1.196803e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 59599 members 
Entering Unmasked Estep 
Score: -11969023.000000 Penalty: 5556.713867
	Iteration 12Q: 3 clusters Score -1.196902e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -11969749.000000 Penalty: 5556.713867
	Iteration 13Q: 3 clusters Score -1.196975e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 62071 members 
Entering Unmasked Estep 
Score: -11970320.000000 Penalty: 5556.713867
	Iteration 14Q: 3 clusters Score -1.197032e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 63079 members 
Entering Unmasked Estep 
Score: -11970935.000000 Penalty: 5556.713867
	Iteration 15Q: 3 clusters Score -1.197094e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 63954 members 
Entering Unmasked Estep 
Score: -11971522.000000 Penalty: 5556.713867
	Iteration 16Q: 3 clusters Score -1.197152e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -11971951.000000 Penalty: 5556.713867
	Iteration 17Q: 3 clusters Score -1.197195e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -11972282.000000 Penalty: 5556.713867
	Iteration 18Q: 3 clusters Score -1.197228e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 65885 members 
Entering Unmasked Estep 
Score: -11972612.000000 Penalty: 5556.713867
	Iteration 19Q: 3 clusters Score -1.197261e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -11972773.000000 Penalty: 5556.713867
	Iteration 20F: 3 clusters Score -1.197277e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 66683 members 
Entering Unmasked Estep 
Score: -11972993.000000 Penalty: 5556.713867
	Iteration 21Q: 3 clusters Score -1.197299e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 66984 members 
Entering Unmasked Estep 
Score: -11973101.000000 Penalty: 5556.713867
	Iteration 22Q: 3 clusters Score -1.19731e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 67274 members 
Entering Unmasked Estep 
Score: -11973206.000000 Penalty: 5556.713867
	Iteration 23Q: 3 clusters Score -1.197321e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 67516 members 
Entering Unmasked Estep 
Score: -11973207.000000 Penalty: 5556.713867
	Iteration 24Q: 3 clusters Score -1.197321e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 67742 members 
Entering Unmasked Estep 
Score: -11973251.000000 Penalty: 5556.713867
	Iteration 25Q: 3 clusters Score -1.197325e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 67944 members 
Entering Unmasked Estep 
Score: -11973338.000000 Penalty: 5556.713867
	Iteration 26Q: 3 clusters Score -1.197334e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 68149 members 
Entering Unmasked Estep 
Score: -11973353.000000 Penalty: 5556.713867
	Iteration 27Q: 3 clusters Score -1.197335e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -11973390.000000 Penalty: 5556.713867
	Iteration 28Q: 3 clusters Score -1.197339e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 68455 members 
Entering Unmasked Estep 
Score: -11973421.000000 Penalty: 5556.713867
	Iteration 29Q: 3 clusters Score -1.197342e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 68582 members 
Entering Unmasked Estep 
Score: -11973448.000000 Penalty: 5556.713867
	Iteration 30Q: 3 clusters Score -1.197345e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 68698 members 
Entering Unmasked Estep 
Score: -11973460.000000 Penalty: 5556.713867
	Iteration 31Q: 3 clusters Score -1.197346e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -11973493.000000 Penalty: 5556.713867
	Iteration 32Q: 3 clusters Score -1.197349e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 68905 members 
Entering Unmasked Estep 
Score: -11973491.000000 Penalty: 5556.713867
	Iteration 33Q: 3 clusters Score -1.197349e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 68988 members 
Entering Unmasked Estep 
Score: -11973550.000000 Penalty: 5556.713867
	Iteration 34Q: 3 clusters Score -1.197355e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 69066 members 
Entering Unmasked Estep 
Score: -11973558.000000 Penalty: 5556.713867
	Iteration 35Q: 3 clusters Score -1.197356e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 69134 members 
Entering Unmasked Estep 
Score: -11973571.000000 Penalty: 5556.713867
	Iteration 36Q: 3 clusters Score -1.197357e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 69194 members 
Entering Unmasked Estep 
Score: -11973597.000000 Penalty: 5556.713867
	Iteration 37Q: 3 clusters Score -1.19736e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 69257 members 
Entering Unmasked Estep 
Score: -11973600.000000 Penalty: 5556.713867
	Iteration 38Q: 3 clusters Score -1.19736e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 69317 members 
Entering Unmasked Estep 
Score: -11973614.000000 Penalty: 5556.713867
	Iteration 39Q: 3 clusters Score -1.197361e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 69382 members 
Entering Unmasked Estep 
Score: -11973626.000000 Penalty: 5556.713867
	Iteration 40F: 3 clusters Score -1.197363e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 69449 members 
Entering Unmasked Estep 
Score: -11973648.000000 Penalty: 5556.713867
	Iteration 41Q: 3 clusters Score -1.197365e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 69492 members 
Entering Unmasked Estep 
Score: -11973651.000000 Penalty: 5556.713867
	Iteration 42Q: 3 clusters Score -1.197365e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 69525 members 
Entering Unmasked Estep 
Score: -11973650.000000 Penalty: 5556.713867
	Iteration 43Q: 3 clusters Score -1.197365e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 69558 members 
Entering Unmasked Estep 
Score: -11973665.000000 Penalty: 5556.713867
	Iteration 44Q: 3 clusters Score -1.197366e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 69601 members 
Entering Unmasked Estep 
Score: -11973656.000000 Penalty: 5556.713867
	Iteration 45Q: 3 clusters Score -1.197366e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 69637 members 
Entering Unmasked Estep 
Score: -11973669.000000 Penalty: 5556.713867
	Iteration 46Q: 3 clusters Score -1.197367e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 69677 members 
Entering Unmasked Estep 
Score: -11973667.000000 Penalty: 5556.713867
	Iteration 47Q: 3 clusters Score -1.197367e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -11973679.000000 Penalty: 5556.713867
	Iteration 48Q: 3 clusters Score -1.197368e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 69745 members 
Entering Unmasked Estep 
Score: -11973698.000000 Penalty: 5556.713867
	Iteration 49Q: 3 clusters Score -1.19737e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 69771 members 
Entering Unmasked Estep 
Score: -11973667.000000 Penalty: 5556.713867
	Iteration 50Q: 3 clusters Score -1.197367e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 69800 members 
Entering Unmasked Estep 
Score: -11973668.000000 Penalty: 5556.713867
	Iteration 51Q: 3 clusters Score -1.197367e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -11973664.000000 Penalty: 5556.713867
	Iteration 52Q: 3 clusters Score -1.197366e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 69872 members 
Entering Unmasked Estep 
Score: -11973706.000000 Penalty: 5556.713867
	Iteration 53Q: 3 clusters Score -1.197371e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 69896 members 
Entering Unmasked Estep 
Score: -11973700.000000 Penalty: 5556.713867
	Iteration 54Q: 3 clusters Score -1.19737e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 69913 members 
Entering Unmasked Estep 
Score: -11973706.000000 Penalty: 5556.713867
	Iteration 55Q: 3 clusters Score -1.197371e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 69930 members 
Entering Unmasked Estep 
Score: -11973721.000000 Penalty: 5556.713867
	Iteration 56Q: 3 clusters Score -1.197372e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 69943 members 
Entering Unmasked Estep 
Score: -11973721.000000 Penalty: 5556.713867
	Iteration 57Q: 3 clusters Score -1.197372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 69951 members 
Entering Unmasked Estep 
Score: -11973740.000000 Penalty: 5556.713867
	Iteration 58Q: 3 clusters Score -1.197374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 69962 members 
Entering Unmasked Estep 
Score: -11973748.000000 Penalty: 5556.713867
	Iteration 59Q: 3 clusters Score -1.197375e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 69971 members 
Entering Unmasked Estep 
Score: -11973723.000000 Penalty: 5556.713867
	Iteration 60F: 3 clusters Score -1.197372e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 69987 members 
Entering Unmasked Estep 
Score: -11973752.000000 Penalty: 5556.713867
	Iteration 61Q: 3 clusters Score -1.197375e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 70003 members 
Entering Unmasked Estep 
Score: -11973770.000000 Penalty: 5556.713867
	Iteration 62Q: 3 clusters Score -1.197377e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 70016 members 
Entering Unmasked Estep 
Score: -11973758.000000 Penalty: 5556.713867
	Iteration 63Q: 3 clusters Score -1.197376e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 70028 members 
Entering Unmasked Estep 
Score: -11973764.000000 Penalty: 5556.713867
	Iteration 64Q: 3 clusters Score -1.197376e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 70044 members 
Entering Unmasked Estep 
Score: -11973765.000000 Penalty: 5556.713867
	Iteration 65Q: 3 clusters Score -1.197376e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 70057 members 
Entering Unmasked Estep 
Score: -11973773.000000 Penalty: 5556.713867
	Iteration 66Q: 3 clusters Score -1.197377e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 70069 members 
Entering Unmasked Estep 
Score: -11973788.000000 Penalty: 5556.713867
	Iteration 67Q: 3 clusters Score -1.197379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 70075 members 
Entering Unmasked Estep 
Score: -11973789.000000 Penalty: 5556.713867
	Iteration 68Q: 3 clusters Score -1.197379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 70082 members 
Entering Unmasked Estep 
Score: -11973793.000000 Penalty: 5556.713867
	Iteration 69Q: 3 clusters Score -1.197379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 70092 members 
Entering Unmasked Estep 
Score: -11973800.000000 Penalty: 5556.713867
	Iteration 70Q: 3 clusters Score -1.19738e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -11973779.000000 Penalty: 5556.713867
	Iteration 71Q: 3 clusters Score -1.197378e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 70122 members 
Entering Unmasked Estep 
Score: -11973789.000000 Penalty: 5556.713867
	Iteration 72Q: 3 clusters Score -1.197379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 70133 members 
Entering Unmasked Estep 
Score: -11973780.000000 Penalty: 5556.713867
	Iteration 73Q: 3 clusters Score -1.197378e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 70140 members 
Entering Unmasked Estep 
Score: -11973794.000000 Penalty: 5556.713867
	Iteration 74Q: 3 clusters Score -1.197379e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 70149 members 
Entering Unmasked Estep 
Score: -11973773.000000 Penalty: 5556.713867
	Iteration 75Q: 3 clusters Score -1.197377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 70150 members 
Entering Unmasked Estep 
Score: -11973783.000000 Penalty: 5556.713867
	Iteration 76Q: 3 clusters Score -1.197378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 70148 members 
Entering Unmasked Estep 
Score: -11973792.000000 Penalty: 5556.713867
	Iteration 77Q: 3 clusters Score -1.197379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -11973785.000000 Penalty: 5556.713867
	Iteration 78Q: 3 clusters Score -1.197378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -11973785.000000 Penalty: 5556.713867
	Iteration 79Q: 3 clusters Score -1.197378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -11973775.000000 Penalty: 5556.713867
	Iteration 80F: 3 clusters Score -1.197378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 70148 members 
Entering Unmasked Estep 
Score: -11973780.000000 Penalty: 5556.713867
	Iteration 81Q: 3 clusters Score -1.197378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 70151 members 
Entering Unmasked Estep 
Score: -11973767.000000 Penalty: 5556.713867
	Iteration 82Q: 3 clusters Score -1.197377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -11973774.000000 Penalty: 5556.713867
	Iteration 83Q: 3 clusters Score -1.197377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -11973774.000000 Penalty: 5556.713867
	Iteration 84F: 3 clusters Score -1.197377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 12753 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 12050 members 
Mstep: Class 7 contains 17665 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 40153 members 
Mstep: Class 10 contains 15933 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 15836 members 
Mstep: Class 13 contains 14026 members 
Mstep: Class 14 contains 118073 members 
Mstep: Class 15 contains 61596 members 
Mstep: Class 16 contains 83473 members 
Mstep: Class 17 contains 96730 members 
Mstep: Class 18 contains 45828 members 
Mstep: Class 19 contains 10626 members 
Mstep: Class 20 contains 481 members 
Mstep: Class 21 contains 55937 members 
Mstep: Class 22 contains 70153 members 
Entering Unmasked Estep 
Score: -114795768.000000 Penalty: 73440.734375
Splitting cluster 5 changes total score from -114780624.000000 to -114795768.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (12050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Entering Unmasked Estep 
Score: -1811166.375000 Penalty: 2330.411377
	Iteration 0F: 2 clusters Score -1811166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1802192.500000 Penalty: 4660.822754
	Iteration 0F: 3 clusters Score -1802192 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1805628.375000 Penalty: 4660.822754
	Iteration 1F: 3 clusters Score -1805628 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1807303.125000 Penalty: 4660.822754
	Iteration 2F: 3 clusters Score -1807303 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1809296.625000 Penalty: 4660.822754
	Iteration 3F: 3 clusters Score -1809297 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1810826.875000 Penalty: 4660.822754
	Iteration 4F: 3 clusters Score -1810827 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1811921.250000 Penalty: 4660.822754
	Iteration 5F: 3 clusters Score -1811921 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1812735.500000 Penalty: 4660.822754
	Iteration 6F: 3 clusters Score -1812736 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1813316.250000 Penalty: 4660.822754
	Iteration 7Q: 3 clusters Score -1813316 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1813765.500000 Penalty: 4660.822754
	Iteration 8Q: 3 clusters Score -1813766 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1814061.750000 Penalty: 4660.822754
	Iteration 9Q: 3 clusters Score -1814062 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1814196.125000 Penalty: 4660.822754
	Iteration 10Q: 3 clusters Score -1814196 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1814251.875000 Penalty: 4660.822754
	Iteration 11Q: 3 clusters Score -1814252 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1814267.750000 Penalty: 4660.822754
	Iteration 12Q: 3 clusters Score -1814268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1814280.625000 Penalty: 4660.822754
	Iteration 13Q: 3 clusters Score -1814281 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1814286.750000 Penalty: 4660.822754
	Iteration 14Q: 3 clusters Score -1814287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1814288.250000 Penalty: 4660.822754
	Iteration 15Q: 3 clusters Score -1814288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1814293.625000 Penalty: 4660.822754
	Iteration 16Q: 3 clusters Score -1814294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1814300.625000 Penalty: 4660.822754
	Iteration 17Q: 3 clusters Score -1814301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1814306.500000 Penalty: 4660.822754
	Iteration 18Q: 3 clusters Score -1814306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1814305.125000 Penalty: 4660.822754
	Iteration 19Q: 3 clusters Score -1814305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1814312.000000 Penalty: 4660.822754
	Iteration 20F: 3 clusters Score -1814312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1814310.125000 Penalty: 4660.822754
	Iteration 21Q: 3 clusters Score -1814310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1814311.625000 Penalty: 4660.822754
	Iteration 22Q: 3 clusters Score -1814312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1814311.500000 Penalty: 4660.822754
	Iteration 23Q: 3 clusters Score -1814312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1814313.875000 Penalty: 4660.822754
	Iteration 24Q: 3 clusters Score -1814314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1814313.000000 Penalty: 4660.822754
	Iteration 25Q: 3 clusters Score -1814313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1814313.000000 Penalty: 4660.822754
	Iteration 26F: 3 clusters Score -1814313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 12753 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 8769 members 
Mstep: Class 7 contains 17665 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 40153 members 
Mstep: Class 10 contains 15933 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 15836 members 
Mstep: Class 13 contains 14026 members 
Mstep: Class 14 contains 118073 members 
Mstep: Class 15 contains 61596 members 
Mstep: Class 16 contains 83473 members 
Mstep: Class 17 contains 96730 members 
Mstep: Class 18 contains 45828 members 
Mstep: Class 19 contains 10626 members 
Mstep: Class 20 contains 481 members 
Mstep: Class 21 contains 55937 members 
Mstep: Class 22 contains 70153 members 
Mstep: Class 23 contains 3281 members 
Entering Unmasked Estep 
Score: -114797608.000000 Penalty: 76778.945312
Splitting cluster 6 changes total score from -114780624.000000 to -114797608.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (17665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Entering Unmasked Estep 
Score: -2832515.000000 Penalty: 2425.276611
	Iteration 0F: 2 clusters Score -2832515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2820067.000000 Penalty: 4850.553223
	Iteration 0F: 3 clusters Score -2820067 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2825662.250000 Penalty: 4850.553223
	Iteration 1F: 3 clusters Score -2825662 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2828142.750000 Penalty: 4850.553223
	Iteration 2F: 3 clusters Score -2828143 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2830856.000000 Penalty: 4850.553223
	Iteration 3F: 3 clusters Score -2830856 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2833311.500000 Penalty: 4850.553223
	Iteration 4F: 3 clusters Score -2833312 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2835166.000000 Penalty: 4850.553223
	Iteration 5F: 3 clusters Score -2835166 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2836127.000000 Penalty: 4850.553223
	Iteration 6F: 3 clusters Score -2836127 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2836669.500000 Penalty: 4850.553223
	Iteration 7Q: 3 clusters Score -2836670 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2836990.750000 Penalty: 4850.553223
	Iteration 8Q: 3 clusters Score -2836991 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2837190.000000 Penalty: 4850.553223
	Iteration 9Q: 3 clusters Score -2837190 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2837298.000000 Penalty: 4850.553223
	Iteration 10Q: 3 clusters Score -2837298 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2837369.250000 Penalty: 4850.553223
	Iteration 11Q: 3 clusters Score -2837369 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2837413.250000 Penalty: 4850.553223
	Iteration 12Q: 3 clusters Score -2837413 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2837477.000000 Penalty: 4850.553223
	Iteration 13Q: 3 clusters Score -2837477 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2837525.000000 Penalty: 4850.553223
	Iteration 14Q: 3 clusters Score -2837525 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2837579.500000 Penalty: 4850.553223
	Iteration 15Q: 3 clusters Score -2837580 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2837613.750000 Penalty: 4850.553223
	Iteration 16Q: 3 clusters Score -2837614 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2837652.000000 Penalty: 4850.553223
	Iteration 17Q: 3 clusters Score -2837652 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2837691.000000 Penalty: 4850.553223
	Iteration 18Q: 3 clusters Score -2837691 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2837722.000000 Penalty: 4850.553223
	Iteration 19Q: 3 clusters Score -2837722 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2837733.500000 Penalty: 4850.553223
	Iteration 20F: 3 clusters Score -2837734 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2837757.500000 Penalty: 4850.553223
	Iteration 21Q: 3 clusters Score -2837758 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2837765.750000 Penalty: 4850.553223
	Iteration 22Q: 3 clusters Score -2837766 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2837775.250000 Penalty: 4850.553223
	Iteration 23Q: 3 clusters Score -2837775 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2837794.250000 Penalty: 4850.553223
	Iteration 24Q: 3 clusters Score -2837794 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2837809.500000 Penalty: 4850.553223
	Iteration 25Q: 3 clusters Score -2837810 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2837830.750000 Penalty: 4850.553223
	Iteration 26Q: 3 clusters Score -2837831 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2837843.250000 Penalty: 4850.553223
	Iteration 27Q: 3 clusters Score -2837843 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2837859.750000 Penalty: 4850.553223
	Iteration 28Q: 3 clusters Score -2837860 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2837874.250000 Penalty: 4850.553223
	Iteration 29Q: 3 clusters Score -2837874 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2837894.250000 Penalty: 4850.553223
	Iteration 30Q: 3 clusters Score -2837894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2837916.500000 Penalty: 4850.553223
	Iteration 31Q: 3 clusters Score -2837916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2837923.250000 Penalty: 4850.553223
	Iteration 32Q: 3 clusters Score -2837923 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2837933.500000 Penalty: 4850.553223
	Iteration 33Q: 3 clusters Score -2837934 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2837952.500000 Penalty: 4850.553223
	Iteration 34Q: 3 clusters Score -2837952 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2837972.250000 Penalty: 4850.553223
	Iteration 35Q: 3 clusters Score -2837972 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2838009.000000 Penalty: 4850.553223
	Iteration 36Q: 3 clusters Score -2838009 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2838048.000000 Penalty: 4850.553223
	Iteration 37Q: 3 clusters Score -2838048 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2838080.750000 Penalty: 4850.553223
	Iteration 38Q: 3 clusters Score -2838081 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2838115.750000 Penalty: 4850.553223
	Iteration 39Q: 3 clusters Score -2838116 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2838140.000000 Penalty: 4850.553223
	Iteration 40F: 3 clusters Score -2838140 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2838174.250000 Penalty: 4850.553223
	Iteration 41Q: 3 clusters Score -2838174 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2838195.750000 Penalty: 4850.553223
	Iteration 42Q: 3 clusters Score -2838196 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2838224.000000 Penalty: 4850.553223
	Iteration 43Q: 3 clusters Score -2838224 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2838246.250000 Penalty: 4850.553223
	Iteration 44Q: 3 clusters Score -2838246 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2838269.750000 Penalty: 4850.553223
	Iteration 45Q: 3 clusters Score -2838270 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2838297.500000 Penalty: 4850.553223
	Iteration 46Q: 3 clusters Score -2838298 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2838330.000000 Penalty: 4850.553223
	Iteration 47Q: 3 clusters Score -2838330 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2838355.500000 Penalty: 4850.553223
	Iteration 48Q: 3 clusters Score -2838356 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2838381.750000 Penalty: 4850.553223
	Iteration 49Q: 3 clusters Score -2838382 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2838406.500000 Penalty: 4850.553223
	Iteration 50Q: 3 clusters Score -2838406 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2838421.750000 Penalty: 4850.553223
	Iteration 51Q: 3 clusters Score -2838422 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2838437.750000 Penalty: 4850.553223
	Iteration 52Q: 3 clusters Score -2838438 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2838471.250000 Penalty: 4850.553223
	Iteration 53Q: 3 clusters Score -2838471 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2838510.500000 Penalty: 4850.553223
	Iteration 54Q: 3 clusters Score -2838510 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2838517.500000 Penalty: 4850.553223
	Iteration 55Q: 3 clusters Score -2838518 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2838529.000000 Penalty: 4850.553223
	Iteration 56Q: 3 clusters Score -2838529 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2838552.500000 Penalty: 4850.553223
	Iteration 57Q: 3 clusters Score -2838552 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2838574.750000 Penalty: 4850.553223
	Iteration 58Q: 3 clusters Score -2838575 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2838593.750000 Penalty: 4850.553223
	Iteration 59Q: 3 clusters Score -2838594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2838605.500000 Penalty: 4850.553223
	Iteration 60F: 3 clusters Score -2838606 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2838612.000000 Penalty: 4850.553223
	Iteration 61Q: 3 clusters Score -2838612 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2838630.250000 Penalty: 4850.553223
	Iteration 62Q: 3 clusters Score -2838630 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2838643.500000 Penalty: 4850.553223
	Iteration 63Q: 3 clusters Score -2838644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2838660.250000 Penalty: 4850.553223
	Iteration 64Q: 3 clusters Score -2838660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2838666.500000 Penalty: 4850.553223
	Iteration 65Q: 3 clusters Score -2838666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2838669.000000 Penalty: 4850.553223
	Iteration 66Q: 3 clusters Score -2838669 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2838685.000000 Penalty: 4850.553223
	Iteration 67Q: 3 clusters Score -2838685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2838691.250000 Penalty: 4850.553223
	Iteration 68Q: 3 clusters Score -2838691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2838694.250000 Penalty: 4850.553223
	Iteration 69Q: 3 clusters Score -2838694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2838715.250000 Penalty: 4850.553223
	Iteration 70Q: 3 clusters Score -2838715 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2838719.250000 Penalty: 4850.553223
	Iteration 71Q: 3 clusters Score -2838719 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2838735.500000 Penalty: 4850.553223
	Iteration 72Q: 3 clusters Score -2838736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2838743.750000 Penalty: 4850.553223
	Iteration 73Q: 3 clusters Score -2838744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2838747.500000 Penalty: 4850.553223
	Iteration 74Q: 3 clusters Score -2838748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2838750.500000 Penalty: 4850.553223
	Iteration 75Q: 3 clusters Score -2838750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2838758.000000 Penalty: 4850.553223
	Iteration 76Q: 3 clusters Score -2838758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2838764.000000 Penalty: 4850.553223
	Iteration 77Q: 3 clusters Score -2838764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2838770.250000 Penalty: 4850.553223
	Iteration 78Q: 3 clusters Score -2838770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2838768.250000 Penalty: 4850.553223
	Iteration 79Q: 3 clusters Score -2838768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2838786.250000 Penalty: 4850.553223
	Iteration 80F: 3 clusters Score -2838786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2838776.000000 Penalty: 4850.553223
	Iteration 81Q: 3 clusters Score -2838776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2838780.750000 Penalty: 4850.553223
	Iteration 82Q: 3 clusters Score -2838781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2838789.750000 Penalty: 4850.553223
	Iteration 83Q: 3 clusters Score -2838790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2838799.500000 Penalty: 4850.553223
	Iteration 84Q: 3 clusters Score -2838800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2838804.000000 Penalty: 4850.553223
	Iteration 85Q: 3 clusters Score -2838804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2838806.500000 Penalty: 4850.553223
	Iteration 86Q: 3 clusters Score -2838806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2838807.250000 Penalty: 4850.553223
	Iteration 87Q: 3 clusters Score -2838807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2838807.000000 Penalty: 4850.553223
	Iteration 88Q: 3 clusters Score -2838807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2838810.000000 Penalty: 4850.553223
	Iteration 89Q: 3 clusters Score -2838810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2838807.000000 Penalty: 4850.553223
	Iteration 90Q: 3 clusters Score -2838807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2838810.000000 Penalty: 4850.553223
	Iteration 91Q: 3 clusters Score -2838810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2838813.000000 Penalty: 4850.553223
	Iteration 92Q: 3 clusters Score -2838813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -2838812.750000 Penalty: 4850.553223
	Iteration 93Q: 3 clusters Score -2838813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2838811.500000 Penalty: 4850.553223
	Iteration 94Q: 3 clusters Score -2838812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2838812.250000 Penalty: 4850.553223
	Iteration 95Q: 3 clusters Score -2838812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2838816.000000 Penalty: 4850.553223
	Iteration 96Q: 3 clusters Score -2838816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2838819.500000 Penalty: 4850.553223
	Iteration 97Q: 3 clusters Score -2838820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2838821.750000 Penalty: 4850.553223
	Iteration 98Q: 3 clusters Score -2838822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2838820.000000 Penalty: 4850.553223
	Iteration 99Q: 3 clusters Score -2838820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2838820.750000 Penalty: 4850.553223
	Iteration 100F: 3 clusters Score -2838821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2838821.250000 Penalty: 4850.553223
	Iteration 101Q: 3 clusters Score -2838821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2838816.500000 Penalty: 4850.553223
	Iteration 102Q: 3 clusters Score -2838816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2838818.750000 Penalty: 4850.553223
	Iteration 103Q: 3 clusters Score -2838819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2838818.750000 Penalty: 4850.553223
	Iteration 104F: 3 clusters Score -2838819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 12753 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 8769 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 40153 members 
Mstep: Class 10 contains 15933 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 15836 members 
Mstep: Class 13 contains 14026 members 
Mstep: Class 14 contains 118073 members 
Mstep: Class 15 contains 61596 members 
Mstep: Class 16 contains 83473 members 
Mstep: Class 17 contains 96730 members 
Mstep: Class 18 contains 45828 members 
Mstep: Class 19 contains 10626 members 
Mstep: Class 20 contains 481 members 
Mstep: Class 21 contains 55937 members 
Mstep: Class 22 contains 70153 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 4313 members 
Entering Unmasked Estep 
Score: -114803904.000000 Penalty: 80117.164062
Splitting cluster 7 changes total score from -114780624.000000 to -114803904.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (6331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Entering Unmasked Estep 
Score: -1037583.375000 Penalty: 2170.797119
	Iteration 0F: 2 clusters Score -1037583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1032386.812500 Penalty: 4341.594238
	Iteration 0F: 3 clusters Score -1032387 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1034623.500000 Penalty: 4341.594238
	Iteration 1F: 3 clusters Score -1034624 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1036973.312500 Penalty: 4341.594238
	Iteration 2F: 3 clusters Score -1036973 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1039152.687500 Penalty: 4341.594238
	Iteration 3F: 3 clusters Score -1039153 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1040902.187500 Penalty: 4341.594238
	Iteration 4F: 3 clusters Score -1040902 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1042793.625000 Penalty: 4341.594238
	Iteration 5F: 3 clusters Score -1042794 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1044607.937500 Penalty: 4341.594238
	Iteration 6F: 3 clusters Score -1044608 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1045209.875000 Penalty: 4341.594238
	Iteration 7Q: 3 clusters Score -1045210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1045254.562500 Penalty: 4341.594238
	Iteration 8Q: 3 clusters Score -1045255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1045257.125000 Penalty: 4341.594238
	Iteration 9Q: 3 clusters Score -1045257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1045259.500000 Penalty: 4341.594238
	Iteration 10Q: 3 clusters Score -1045260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1045259.500000 Penalty: 4341.594238
	Iteration 11F: 3 clusters Score -1045260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 12753 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 8769 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 40153 members 
Mstep: Class 10 contains 15933 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 15836 members 
Mstep: Class 13 contains 14026 members 
Mstep: Class 14 contains 118073 members 
Mstep: Class 15 contains 61596 members 
Mstep: Class 16 contains 83473 members 
Mstep: Class 17 contains 96730 members 
Mstep: Class 18 contains 45828 members 
Mstep: Class 19 contains 10626 members 
Mstep: Class 20 contains 481 members 
Mstep: Class 21 contains 55937 members 
Mstep: Class 22 contains 70153 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 2500 members 
Entering Unmasked Estep 
Score: -114810336.000000 Penalty: 83455.375000
Splitting cluster 8 changes total score from -114780624.000000 to -114810336.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (40153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Entering Unmasked Estep 
Score: -6531126.000000 Penalty: 2628.912109
	Iteration 0F: 2 clusters Score -6531126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -6504175.500000 Penalty: 5257.824219
	Iteration 0F: 3 clusters Score -6504176 nChanged 18406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -6516078.500000 Penalty: 5257.824219
	Iteration 1F: 3 clusters Score -6516078 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -6519255.000000 Penalty: 5257.824219
	Iteration 2F: 3 clusters Score -6519255 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -6522702.000000 Penalty: 5257.824219
	Iteration 3F: 3 clusters Score -6522702 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -6525250.500000 Penalty: 5257.824219
	Iteration 4F: 3 clusters Score -6525250 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -6526899.500000 Penalty: 5257.824219
	Iteration 5F: 3 clusters Score -6526900 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -6527917.500000 Penalty: 5257.824219
	Iteration 6Q: 3 clusters Score -6527918 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -6528520.000000 Penalty: 5257.824219
	Iteration 7Q: 3 clusters Score -6528520 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -6529026.500000 Penalty: 5257.824219
	Iteration 8Q: 3 clusters Score -6529026 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -6529484.500000 Penalty: 5257.824219
	Iteration 9Q: 3 clusters Score -6529484 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -6529871.500000 Penalty: 5257.824219
	Iteration 10Q: 3 clusters Score -6529872 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -6530222.500000 Penalty: 5257.824219
	Iteration 11Q: 3 clusters Score -6530222 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -6530448.500000 Penalty: 5257.824219
	Iteration 12Q: 3 clusters Score -6530448 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -6530617.500000 Penalty: 5257.824219
	Iteration 13Q: 3 clusters Score -6530618 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -6530717.000000 Penalty: 5257.824219
	Iteration 14Q: 3 clusters Score -6530717 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -6530776.500000 Penalty: 5257.824219
	Iteration 15Q: 3 clusters Score -6530776 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -6530838.000000 Penalty: 5257.824219
	Iteration 16Q: 3 clusters Score -6530838 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -6530884.000000 Penalty: 5257.824219
	Iteration 17Q: 3 clusters Score -6530884 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -6530928.000000 Penalty: 5257.824219
	Iteration 18Q: 3 clusters Score -6530928 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -6530907.000000 Penalty: 5257.824219
	Iteration 19Q: 3 clusters Score -6530907 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -6530925.500000 Penalty: 5257.824219
	Iteration 20F: 3 clusters Score -6530926 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -6530942.500000 Penalty: 5257.824219
	Iteration 21Q: 3 clusters Score -6530942 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -6530974.500000 Penalty: 5257.824219
	Iteration 22Q: 3 clusters Score -6530974 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -6530988.500000 Penalty: 5257.824219
	Iteration 23Q: 3 clusters Score -6530988 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -6531024.500000 Penalty: 5257.824219
	Iteration 24Q: 3 clusters Score -6531024 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -6531049.000000 Penalty: 5257.824219
	Iteration 25Q: 3 clusters Score -6531049 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -6531086.000000 Penalty: 5257.824219
	Iteration 26Q: 3 clusters Score -6531086 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -6531112.500000 Penalty: 5257.824219
	Iteration 27Q: 3 clusters Score -6531112 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -6531106.500000 Penalty: 5257.824219
	Iteration 28Q: 3 clusters Score -6531106 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -6531110.000000 Penalty: 5257.824219
	Iteration 29Q: 3 clusters Score -6531110 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -6531114.000000 Penalty: 5257.824219
	Iteration 30Q: 3 clusters Score -6531114 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -6531114.000000 Penalty: 5257.824219
	Iteration 31Q: 3 clusters Score -6531114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -6531136.500000 Penalty: 5257.824219
	Iteration 32Q: 3 clusters Score -6531136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -6531121.500000 Penalty: 5257.824219
	Iteration 33Q: 3 clusters Score -6531122 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -6531137.000000 Penalty: 5257.824219
	Iteration 34Q: 3 clusters Score -6531137 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -6531121.000000 Penalty: 5257.824219
	Iteration 35Q: 3 clusters Score -6531121 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -6531131.000000 Penalty: 5257.824219
	Iteration 36Q: 3 clusters Score -6531131 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -6531140.500000 Penalty: 5257.824219
	Iteration 37Q: 3 clusters Score -6531140 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -6531146.000000 Penalty: 5257.824219
	Iteration 38Q: 3 clusters Score -6531146 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -6531199.000000 Penalty: 5257.824219
	Iteration 39Q: 3 clusters Score -6531199 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -6531222.000000 Penalty: 5257.824219
	Iteration 40F: 3 clusters Score -6531222 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -6531238.000000 Penalty: 5257.824219
	Iteration 41Q: 3 clusters Score -6531238 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -6531251.000000 Penalty: 5257.824219
	Iteration 42Q: 3 clusters Score -6531251 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -6531256.000000 Penalty: 5257.824219
	Iteration 43Q: 3 clusters Score -6531256 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -6531263.500000 Penalty: 5257.824219
	Iteration 44Q: 3 clusters Score -6531264 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -6531271.500000 Penalty: 5257.824219
	Iteration 45Q: 3 clusters Score -6531272 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -6531279.000000 Penalty: 5257.824219
	Iteration 46Q: 3 clusters Score -6531279 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -6531305.500000 Penalty: 5257.824219
	Iteration 47Q: 3 clusters Score -6531306 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6531318 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6531305 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6531318 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6531330 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6531342 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6531347 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6531360 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6531358 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6531369 nChanged 81
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Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6531372 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6531389 nChanged 73
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Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6531402 nChanged 71
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Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6531408 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6531420 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6531420 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -6531421.000000 Penalty: 5257.824219
	Iteration 64Q: 3 clusters Score -6531421 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6531429 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6531432 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6531447 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6531456 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6531452 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6531450 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6531475 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6531486 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -6531503.000000 Penalty: 5257.824219
	Iteration 73Q: 3 clusters Score -6531503 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6531492 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -6531512.000000 Penalty: 5257.824219
	Iteration 75Q: 3 clusters Score -6531512 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6531514 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6531525 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6531530 nChanged 87
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Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6531557 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6531556 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6531584 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6531596 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6531600 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6531616 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 32819 members 
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	Iteration 85Q: 3 clusters Score -6531630 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6531648 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6531652 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6531658 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6531677 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6531674 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6531690 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -6531704.000000 Penalty: 5257.824219
	Iteration 92Q: 3 clusters Score -6531704 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -6531701.000000 Penalty: 5257.824219
	Iteration 93Q: 3 clusters Score -6531701 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6531698 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -6531722.500000 Penalty: 5257.824219
	Iteration 95Q: 3 clusters Score -6531722 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -6531730.500000 Penalty: 5257.824219
	Iteration 96Q: 3 clusters Score -6531730 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6620 members 
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Entering Unmasked Estep 
Score: -6531740.000000 Penalty: 5257.824219
	Iteration 97Q: 3 clusters Score -6531740 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6531750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6531758 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
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Entering Unmasked Estep 
Score: -6531764.500000 Penalty: 5257.824219
	Iteration 100F: 3 clusters Score -6531764 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6531777 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6531765 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6531775 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -6531797.000000 Penalty: 5257.824219
	Iteration 104Q: 3 clusters Score -6531797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -6531803.000000 Penalty: 5257.824219
	Iteration 105Q: 3 clusters Score -6531803 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -6531809.000000 Penalty: 5257.824219
	Iteration 106Q: 3 clusters Score -6531809 nChanged 70
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Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6531825 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6531828 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -6531851.000000 Penalty: 5257.824219
	Iteration 109Q: 3 clusters Score -6531851 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6531857 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -6531885.500000 Penalty: 5257.824219
	Iteration 111Q: 3 clusters Score -6531886 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6531886 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -6531878.000000 Penalty: 5257.824219
	Iteration 113Q: 3 clusters Score -6531878 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6531890 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6531903 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6531909 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -6531923.000000 Penalty: 5257.824219
	Iteration 117Q: 3 clusters Score -6531923 nChanged 60
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Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -6531924.500000 Penalty: 5257.824219
	Iteration 118Q: 3 clusters Score -6531924 nChanged 62
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Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -6531919.500000 Penalty: 5257.824219
	Iteration 119Q: 3 clusters Score -6531920 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5433 members 
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Entering Unmasked Estep 
Score: -6531923.500000 Penalty: 5257.824219
	Iteration 120F: 3 clusters Score -6531924 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5401 members 
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Entering Unmasked Estep 
Score: -6531932.500000 Penalty: 5257.824219
	Iteration 121Q: 3 clusters Score -6531932 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -6531940.000000 Penalty: 5257.824219
	Iteration 122Q: 3 clusters Score -6531940 nChanged 30
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Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -6531945.000000 Penalty: 5257.824219
	Iteration 123Q: 3 clusters Score -6531945 nChanged 33
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Mstep: Class 1 contains 5310 members 
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Entering Unmasked Estep 
Score: -6531933.000000 Penalty: 5257.824219
	Iteration 124Q: 3 clusters Score -6531933 nChanged 35
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Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6531945 nChanged 20
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Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -6531939.000000 Penalty: 5257.824219
	Iteration 126Q: 3 clusters Score -6531939 nChanged 18
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Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6531945 nChanged 19
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Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -6531935.500000 Penalty: 5257.824219
	Iteration 128Q: 3 clusters Score -6531936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -6531937.500000 Penalty: 5257.824219
	Iteration 129Q: 3 clusters Score -6531938 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -6531941.000000 Penalty: 5257.824219
	Iteration 130Q: 3 clusters Score -6531941 nChanged 21
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Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -6531927.000000 Penalty: 5257.824219
	Iteration 131Q: 3 clusters Score -6531927 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6531937 nChanged 12
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Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6531939 nChanged 14
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Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -6531928.000000 Penalty: 5257.824219
	Iteration 134Q: 3 clusters Score -6531928 nChanged 13
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Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -6531930.500000 Penalty: 5257.824219
	Iteration 135Q: 3 clusters Score -6531930 nChanged 14
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Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -6531925.500000 Penalty: 5257.824219
	Iteration 136Q: 3 clusters Score -6531926 nChanged 8
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Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6531937 nChanged 5
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Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -6531932.000000 Penalty: 5257.824219
	Iteration 138Q: 3 clusters Score -6531932 nChanged 2
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Mstep: Class 1 contains 5081 members 
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Entering Unmasked Estep 
Score: -6531929.500000 Penalty: 5257.824219
	Iteration 139Q: 3 clusters Score -6531930 nChanged 2
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Mstep: Class 1 contains 5079 members 
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Entering Unmasked Estep 
Score: -6531936.000000 Penalty: 5257.824219
	Iteration 140F: 3 clusters Score -6531936 nChanged 2
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Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -6531936.500000 Penalty: 5257.824219
	Iteration 141Q: 3 clusters Score -6531936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -6531943.500000 Penalty: 5257.824219
	Iteration 142Q: 3 clusters Score -6531944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -6531941.500000 Penalty: 5257.824219
	Iteration 143Q: 3 clusters Score -6531942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -6531939.000000 Penalty: 5257.824219
	Iteration 144Q: 3 clusters Score -6531939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -6531934.500000 Penalty: 5257.824219
	Iteration 145Q: 3 clusters Score -6531934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -6531947.500000 Penalty: 5257.824219
	Iteration 146Q: 3 clusters Score -6531948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -6531939.500000 Penalty: 5257.824219
	Iteration 147Q: 3 clusters Score -6531940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -6531953.500000 Penalty: 5257.824219
	Iteration 148Q: 3 clusters Score -6531954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -6531950.000000 Penalty: 5257.824219
	Iteration 149Q: 3 clusters Score -6531950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -6531948.000000 Penalty: 5257.824219
	Iteration 150Q: 3 clusters Score -6531948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -6531953.000000 Penalty: 5257.824219
	Iteration 151Q: 3 clusters Score -6531953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -6531946.000000 Penalty: 5257.824219
	Iteration 152Q: 3 clusters Score -6531946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -6531953.500000 Penalty: 5257.824219
	Iteration 153Q: 3 clusters Score -6531954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -6531948.000000 Penalty: 5257.824219
	Iteration 154Q: 3 clusters Score -6531948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -6531948.500000 Penalty: 5257.824219
	Iteration 155Q: 3 clusters Score -6531948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -6531950.000000 Penalty: 5257.824219
	Iteration 156Q: 3 clusters Score -6531950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -6531945.500000 Penalty: 5257.824219
	Iteration 157Q: 3 clusters Score -6531946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -6531952.500000 Penalty: 5257.824219
	Iteration 158Q: 3 clusters Score -6531952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -6531950.000000 Penalty: 5257.824219
	Iteration 159Q: 3 clusters Score -6531950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -6531951.000000 Penalty: 5257.824219
	Iteration 160F: 3 clusters Score -6531951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -6531956.500000 Penalty: 5257.824219
	Iteration 161Q: 3 clusters Score -6531956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -6531955.500000 Penalty: 5257.824219
	Iteration 162Q: 3 clusters Score -6531956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -6531953.500000 Penalty: 5257.824219
	Iteration 163Q: 3 clusters Score -6531954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -6531953.500000 Penalty: 5257.824219
	Iteration 164F: 3 clusters Score -6531954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 12753 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 8769 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 15933 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 15836 members 
Mstep: Class 13 contains 14026 members 
Mstep: Class 14 contains 118073 members 
Mstep: Class 15 contains 61596 members 
Mstep: Class 16 contains 83473 members 
Mstep: Class 17 contains 96730 members 
Mstep: Class 18 contains 45828 members 
Mstep: Class 19 contains 10626 members 
Mstep: Class 20 contains 481 members 
Mstep: Class 21 contains 55937 members 
Mstep: Class 22 contains 70153 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 35151 members 
Entering Unmasked Estep 
Score: -114810768.000000 Penalty: 86793.593750
Splitting cluster 9 changes total score from -114780624.000000 to -114810768.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (15933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Entering Unmasked Estep 
Score: -2672211.500000 Penalty: 2399.684570
	Iteration 0F: 2 clusters Score -2672212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2660820.000000 Penalty: 4799.369141
	Iteration 0F: 3 clusters Score -2660820 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2665239.500000 Penalty: 4799.369141
	Iteration 1F: 3 clusters Score -2665240 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2666902.000000 Penalty: 4799.369141
	Iteration 2F: 3 clusters Score -2666902 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2668987.000000 Penalty: 4799.369141
	Iteration 3F: 3 clusters Score -2668987 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2670551.000000 Penalty: 4799.369141
	Iteration 4F: 3 clusters Score -2670551 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2671399.000000 Penalty: 4799.369141
	Iteration 5F: 3 clusters Score -2671399 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2671778.250000 Penalty: 4799.369141
	Iteration 6Q: 3 clusters Score -2671778 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2671963.250000 Penalty: 4799.369141
	Iteration 7Q: 3 clusters Score -2671963 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2672068.250000 Penalty: 4799.369141
	Iteration 8Q: 3 clusters Score -2672068 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2672148.500000 Penalty: 4799.369141
	Iteration 9Q: 3 clusters Score -2672148 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2672200.750000 Penalty: 4799.369141
	Iteration 10Q: 3 clusters Score -2672201 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2672253.250000 Penalty: 4799.369141
	Iteration 11Q: 3 clusters Score -2672253 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2672284.250000 Penalty: 4799.369141
	Iteration 12Q: 3 clusters Score -2672284 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2672324.250000 Penalty: 4799.369141
	Iteration 13Q: 3 clusters Score -2672324 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2672357.250000 Penalty: 4799.369141
	Iteration 14Q: 3 clusters Score -2672357 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2672402.750000 Penalty: 4799.369141
	Iteration 15Q: 3 clusters Score -2672403 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2672453.000000 Penalty: 4799.369141
	Iteration 16Q: 3 clusters Score -2672453 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2672487.000000 Penalty: 4799.369141
	Iteration 17Q: 3 clusters Score -2672487 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2672528.250000 Penalty: 4799.369141
	Iteration 18Q: 3 clusters Score -2672528 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2672562.500000 Penalty: 4799.369141
	Iteration 19Q: 3 clusters Score -2672562 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2672589.000000 Penalty: 4799.369141
	Iteration 20F: 3 clusters Score -2672589 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2672633.750000 Penalty: 4799.369141
	Iteration 21Q: 3 clusters Score -2672634 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2672672.500000 Penalty: 4799.369141
	Iteration 22Q: 3 clusters Score -2672672 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2672694.500000 Penalty: 4799.369141
	Iteration 23Q: 3 clusters Score -2672694 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2672708.250000 Penalty: 4799.369141
	Iteration 24Q: 3 clusters Score -2672708 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2672723.250000 Penalty: 4799.369141
	Iteration 25Q: 3 clusters Score -2672723 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2672742.750000 Penalty: 4799.369141
	Iteration 26Q: 3 clusters Score -2672743 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2672755.000000 Penalty: 4799.369141
	Iteration 27Q: 3 clusters Score -2672755 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2672767.750000 Penalty: 4799.369141
	Iteration 28Q: 3 clusters Score -2672768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2672770.750000 Penalty: 4799.369141
	Iteration 29Q: 3 clusters Score -2672771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2672776.250000 Penalty: 4799.369141
	Iteration 30Q: 3 clusters Score -2672776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2672777.500000 Penalty: 4799.369141
	Iteration 31Q: 3 clusters Score -2672778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2672784.500000 Penalty: 4799.369141
	Iteration 32Q: 3 clusters Score -2672784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2672793.500000 Penalty: 4799.369141
	Iteration 33Q: 3 clusters Score -2672794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2672798.500000 Penalty: 4799.369141
	Iteration 34Q: 3 clusters Score -2672798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2672799.750000 Penalty: 4799.369141
	Iteration 35Q: 3 clusters Score -2672800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2672802.500000 Penalty: 4799.369141
	Iteration 36Q: 3 clusters Score -2672802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2672805.750000 Penalty: 4799.369141
	Iteration 37Q: 3 clusters Score -2672806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2672814.500000 Penalty: 4799.369141
	Iteration 38Q: 3 clusters Score -2672814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2672809.000000 Penalty: 4799.369141
	Iteration 39Q: 3 clusters Score -2672809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2672818.250000 Penalty: 4799.369141
	Iteration 40F: 3 clusters Score -2672818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2672818.750000 Penalty: 4799.369141
	Iteration 41Q: 3 clusters Score -2672819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2672823.000000 Penalty: 4799.369141
	Iteration 42Q: 3 clusters Score -2672823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2672826.000000 Penalty: 4799.369141
	Iteration 43Q: 3 clusters Score -2672826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2672827.500000 Penalty: 4799.369141
	Iteration 44Q: 3 clusters Score -2672828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2672833.500000 Penalty: 4799.369141
	Iteration 45Q: 3 clusters Score -2672834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2672844.500000 Penalty: 4799.369141
	Iteration 46Q: 3 clusters Score -2672844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2672840.750000 Penalty: 4799.369141
	Iteration 47Q: 3 clusters Score -2672841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2672843.000000 Penalty: 4799.369141
	Iteration 48Q: 3 clusters Score -2672843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2672847.750000 Penalty: 4799.369141
	Iteration 49Q: 3 clusters Score -2672848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2672848.000000 Penalty: 4799.369141
	Iteration 50Q: 3 clusters Score -2672848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2672849.250000 Penalty: 4799.369141
	Iteration 51Q: 3 clusters Score -2672849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2672853.000000 Penalty: 4799.369141
	Iteration 52Q: 3 clusters Score -2672853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2672858.750000 Penalty: 4799.369141
	Iteration 53Q: 3 clusters Score -2672859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2672858.750000 Penalty: 4799.369141
	Iteration 54Q: 3 clusters Score -2672859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2672862.750000 Penalty: 4799.369141
	Iteration 55Q: 3 clusters Score -2672863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2672865.750000 Penalty: 4799.369141
	Iteration 56Q: 3 clusters Score -2672866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2672864.000000 Penalty: 4799.369141
	Iteration 57Q: 3 clusters Score -2672864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2672867.500000 Penalty: 4799.369141
	Iteration 58Q: 3 clusters Score -2672868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2672867.500000 Penalty: 4799.369141
	Iteration 59F: 3 clusters Score -2672868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 12753 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 8769 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 14080 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 15836 members 
Mstep: Class 13 contains 14026 members 
Mstep: Class 14 contains 118073 members 
Mstep: Class 15 contains 61596 members 
Mstep: Class 16 contains 83473 members 
Mstep: Class 17 contains 96730 members 
Mstep: Class 18 contains 45828 members 
Mstep: Class 19 contains 10626 members 
Mstep: Class 20 contains 481 members 
Mstep: Class 21 contains 55937 members 
Mstep: Class 22 contains 70153 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 35151 members 
Mstep: Class 27 contains 1853 members 
Entering Unmasked Estep 
Score: -114810192.000000 Penalty: 90131.804688
Splitting cluster 10 changes total score from -114780624.000000 to -114810192.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (3025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Entering Unmasked Estep 
Score: -463175.343750 Penalty: 1987.637329
	Iteration 0F: 2 clusters Score -463175.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -460019.656250 Penalty: 3975.274658
	Iteration 0F: 3 clusters Score -460019.7 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -461516.375000 Penalty: 3975.274658
	Iteration 1F: 3 clusters Score -461516.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -462449.187500 Penalty: 3975.274658
	Iteration 2F: 3 clusters Score -462449.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -463484.812500 Penalty: 3975.274658
	Iteration 3F: 3 clusters Score -463484.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -464219.468750 Penalty: 3975.274658
	Iteration 4F: 3 clusters Score -464219.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -464609.343750 Penalty: 3975.274658
	Iteration 5F: 3 clusters Score -464609.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -464952.093750 Penalty: 3975.274658
	Iteration 6F: 3 clusters Score -464952.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -465170.687500 Penalty: 3975.274658
	Iteration 7Q: 3 clusters Score -465170.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -465376.531250 Penalty: 3975.274658
	Iteration 8Q: 3 clusters Score -465376.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -465856.062500 Penalty: 3975.274658
	Iteration 9Q: 3 clusters Score -465856.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -466900.468750 Penalty: 3975.274658
	Iteration 10Q: 3 clusters Score -466900.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -467210.250000 Penalty: 3975.274658
	Iteration 11Q: 3 clusters Score -467210.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -467235.062500 Penalty: 3975.274658
	Iteration 12Q: 3 clusters Score -467235.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -467238.656250 Penalty: 3975.274658
	Iteration 13Q: 3 clusters Score -467238.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -467240.468750 Penalty: 3975.274658
	Iteration 14Q: 3 clusters Score -467240.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -467242.531250 Penalty: 3975.274658
	Iteration 15Q: 3 clusters Score -467242.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -467240.843750 Penalty: 3975.274658
	Iteration 16Q: 3 clusters Score -467240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -467241.968750 Penalty: 3975.274658
	Iteration 17Q: 3 clusters Score -467242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -467241.968750 Penalty: 3975.274658
	Iteration 18F: 3 clusters Score -467242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 12753 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 8769 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 14080 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 15836 members 
Mstep: Class 13 contains 14026 members 
Mstep: Class 14 contains 118073 members 
Mstep: Class 15 contains 61596 members 
Mstep: Class 16 contains 83473 members 
Mstep: Class 17 contains 96730 members 
Mstep: Class 18 contains 45828 members 
Mstep: Class 19 contains 10626 members 
Mstep: Class 20 contains 481 members 
Mstep: Class 21 contains 55937 members 
Mstep: Class 22 contains 70153 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 35151 members 
Mstep: Class 27 contains 1853 members 
Mstep: Class 28 contains 2094 members 
Entering Unmasked Estep 
Score: -114813352.000000 Penalty: 93470.023438
Splitting cluster 11 changes total score from -114780624.000000 to -114813352.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (15836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Entering Unmasked Estep 
Score: -2607079.500000 Penalty: 2398.170166
	Iteration 0F: 2 clusters Score -2607080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2595675.250000 Penalty: 4796.340332
	Iteration 0F: 3 clusters Score -2595675 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2599535.500000 Penalty: 4796.340332
	Iteration 1F: 3 clusters Score -2599536 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2600325.000000 Penalty: 4796.340332
	Iteration 2F: 3 clusters Score -2600325 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2601182.000000 Penalty: 4796.340332
	Iteration 3F: 3 clusters Score -2601182 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2602303.000000 Penalty: 4796.340332
	Iteration 4F: 3 clusters Score -2602303 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2603525.000000 Penalty: 4796.340332
	Iteration 5F: 3 clusters Score -2603525 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2604604.250000 Penalty: 4796.340332
	Iteration 6F: 3 clusters Score -2604604 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2605379.250000 Penalty: 4796.340332
	Iteration 7F: 3 clusters Score -2605379 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2605936.500000 Penalty: 4796.340332
	Iteration 8Q: 3 clusters Score -2605936 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2606338.250000 Penalty: 4796.340332
	Iteration 9Q: 3 clusters Score -2606338 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2606635.500000 Penalty: 4796.340332
	Iteration 10Q: 3 clusters Score -2606636 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2606923.250000 Penalty: 4796.340332
	Iteration 11Q: 3 clusters Score -2606923 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2607250.000000 Penalty: 4796.340332
	Iteration 12Q: 3 clusters Score -2607250 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2607553.750000 Penalty: 4796.340332
	Iteration 13Q: 3 clusters Score -2607554 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2607811.000000 Penalty: 4796.340332
	Iteration 14Q: 3 clusters Score -2607811 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2608006.000000 Penalty: 4796.340332
	Iteration 15Q: 3 clusters Score -2608006 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2608143.000000 Penalty: 4796.340332
	Iteration 16Q: 3 clusters Score -2608143 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2608221.750000 Penalty: 4796.340332
	Iteration 17Q: 3 clusters Score -2608222 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2608260.250000 Penalty: 4796.340332
	Iteration 18Q: 3 clusters Score -2608260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2608273.250000 Penalty: 4796.340332
	Iteration 19Q: 3 clusters Score -2608273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2608288.750000 Penalty: 4796.340332
	Iteration 20F: 3 clusters Score -2608289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2608308.500000 Penalty: 4796.340332
	Iteration 21Q: 3 clusters Score -2608308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2608318.500000 Penalty: 4796.340332
	Iteration 22Q: 3 clusters Score -2608318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2608326.000000 Penalty: 4796.340332
	Iteration 23Q: 3 clusters Score -2608326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2608333.500000 Penalty: 4796.340332
	Iteration 24Q: 3 clusters Score -2608334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2608340.250000 Penalty: 4796.340332
	Iteration 25Q: 3 clusters Score -2608340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2608343.250000 Penalty: 4796.340332
	Iteration 26Q: 3 clusters Score -2608343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2608349.750000 Penalty: 4796.340332
	Iteration 27Q: 3 clusters Score -2608350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2608364.750000 Penalty: 4796.340332
	Iteration 28Q: 3 clusters Score -2608365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2608375.250000 Penalty: 4796.340332
	Iteration 29Q: 3 clusters Score -2608375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2608384.500000 Penalty: 4796.340332
	Iteration 30Q: 3 clusters Score -2608384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2608403.750000 Penalty: 4796.340332
	Iteration 31Q: 3 clusters Score -2608404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2608430.750000 Penalty: 4796.340332
	Iteration 32Q: 3 clusters Score -2608431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2608459.500000 Penalty: 4796.340332
	Iteration 33Q: 3 clusters Score -2608460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2608497.250000 Penalty: 4796.340332
	Iteration 34Q: 3 clusters Score -2608497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2608547.000000 Penalty: 4796.340332
	Iteration 35Q: 3 clusters Score -2608547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2608572.500000 Penalty: 4796.340332
	Iteration 36Q: 3 clusters Score -2608572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2608582.750000 Penalty: 4796.340332
	Iteration 37Q: 3 clusters Score -2608583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2608583.000000 Penalty: 4796.340332
	Iteration 38Q: 3 clusters Score -2608583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2608590.750000 Penalty: 4796.340332
	Iteration 39Q: 3 clusters Score -2608591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2608589.000000 Penalty: 4796.340332
	Iteration 40F: 3 clusters Score -2608589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2608594.000000 Penalty: 4796.340332
	Iteration 41Q: 3 clusters Score -2608594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2608590.500000 Penalty: 4796.340332
	Iteration 42Q: 3 clusters Score -2608590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2608590.500000 Penalty: 4796.340332
	Iteration 43F: 3 clusters Score -2608590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 12753 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 8769 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 14080 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 14026 members 
Mstep: Class 14 contains 118073 members 
Mstep: Class 15 contains 61596 members 
Mstep: Class 16 contains 83473 members 
Mstep: Class 17 contains 96730 members 
Mstep: Class 18 contains 45828 members 
Mstep: Class 19 contains 10626 members 
Mstep: Class 20 contains 481 members 
Mstep: Class 21 contains 55937 members 
Mstep: Class 22 contains 70153 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 35151 members 
Mstep: Class 27 contains 1853 members 
Mstep: Class 28 contains 2094 members 
Mstep: Class 29 contains 14810 members 
Entering Unmasked Estep 
Score: -114813992.000000 Penalty: 96808.234375
Splitting cluster 12 changes total score from -114780624.000000 to -114813992.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (118073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118073 members 
Entering Unmasked Estep 
Score: -19896048.000000 Penalty: 2896.406494
	Iteration 0F: 2 clusters Score -1.989605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
Score: -19844162.000000 Penalty: 5792.812988
	Iteration 0F: 3 clusters Score -1.984416e+07 nChanged 56098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -19877136.000000 Penalty: 5792.812988
	Iteration 1F: 3 clusters Score -1.987714e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 64482 members 
Entering Unmasked Estep 
Score: -19878782.000000 Penalty: 5792.812988
	Iteration 2Q: 3 clusters Score -1.987878e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -19880836.000000 Penalty: 5792.812988
	Iteration 3F: 3 clusters Score -1.988084e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 70688 members 
Entering Unmasked Estep 
Score: -19883668.000000 Penalty: 5792.812988
	Iteration 4F: 3 clusters Score -1.988367e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 74455 members 
Entering Unmasked Estep 
Score: -19886852.000000 Penalty: 5792.812988
	Iteration 5F: 3 clusters Score -1.988685e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 77512 members 
Entering Unmasked Estep 
Score: -19889686.000000 Penalty: 5792.812988
	Iteration 6F: 3 clusters Score -1.988969e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 79042 members 
Entering Unmasked Estep 
Score: -19891764.000000 Penalty: 5792.812988
	Iteration 7F: 3 clusters Score -1.989176e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 79014 members 
Entering Unmasked Estep 
Score: -19893276.000000 Penalty: 5792.812988
	Iteration 8Q: 3 clusters Score -1.989328e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 77726 members 
Entering Unmasked Estep 
Score: -19894790.000000 Penalty: 5792.812988
	Iteration 9Q: 3 clusters Score -1.989479e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 75553 members 
Entering Unmasked Estep 
Score: -19896108.000000 Penalty: 5792.812988
	Iteration 10Q: 3 clusters Score -1.989611e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 72810 members 
Entering Unmasked Estep 
Score: -19897012.000000 Penalty: 5792.812988
	Iteration 11Q: 3 clusters Score -1.989701e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
Score: -19897678.000000 Penalty: 5792.812988
	Iteration 12Q: 3 clusters Score -1.989768e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 66965 members 
Entering Unmasked Estep 
Score: -19898412.000000 Penalty: 5792.812988
	Iteration 13Q: 3 clusters Score -1.989841e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 64111 members 
Entering Unmasked Estep 
Score: -19899184.000000 Penalty: 5792.812988
	Iteration 14Q: 3 clusters Score -1.989918e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 61306 members 
Entering Unmasked Estep 
Score: -19900014.000000 Penalty: 5792.812988
	Iteration 15Q: 3 clusters Score -1.990001e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 58543 members 
Entering Unmasked Estep 
Score: -19900600.000000 Penalty: 5792.812988
	Iteration 16Q: 3 clusters Score -1.99006e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61921 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -19900980.000000 Penalty: 5792.812988
	Iteration 17Q: 3 clusters Score -1.990098e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64004 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -19901176.000000 Penalty: 5792.812988
	Iteration 18Q: 3 clusters Score -1.990118e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65757 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -19901336.000000 Penalty: 5792.812988
	Iteration 19Q: 3 clusters Score -1.990134e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67454 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -19901492.000000 Penalty: 5792.812988
	Iteration 20F: 3 clusters Score -1.990149e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69111 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -19901600.000000 Penalty: 5792.812988
	Iteration 21Q: 3 clusters Score -1.99016e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -19902048.000000 Penalty: 5792.812988
	Iteration 22Q: 3 clusters Score -1.990205e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72594 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -19902356.000000 Penalty: 5792.812988
	Iteration 23Q: 3 clusters Score -1.990236e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74472 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -19902586.000000 Penalty: 5792.812988
	Iteration 24Q: 3 clusters Score -1.990259e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76356 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -19902668.000000 Penalty: 5792.812988
	Iteration 25Q: 3 clusters Score -1.990267e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78152 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -19902648.000000 Penalty: 5792.812988
	Iteration 26Q: 3 clusters Score -1.990265e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79713 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -19902574.000000 Penalty: 5792.812988
	Iteration 27Q: 3 clusters Score -1.990257e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80923 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -19902446.000000 Penalty: 5792.812988
	Iteration 28Q: 3 clusters Score -1.990245e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81957 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -19902112.000000 Penalty: 5792.812988
	Iteration 29Q: 3 clusters Score -1.990211e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82610 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -19901712.000000 Penalty: 5792.812988
	Iteration 30Q: 3 clusters Score -1.990171e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82886 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -19901440.000000 Penalty: 5792.812988
	Iteration 31Q: 3 clusters Score -1.990144e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82862 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -19901282.000000 Penalty: 5792.812988
	Iteration 32Q: 3 clusters Score -1.990128e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82602 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -19901256.000000 Penalty: 5792.812988
	Iteration 33Q: 3 clusters Score -1.990126e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82258 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -19901234.000000 Penalty: 5792.812988
	Iteration 34Q: 3 clusters Score -1.990123e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81732 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -19901350.000000 Penalty: 5792.812988
	Iteration 35Q: 3 clusters Score -1.990135e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81045 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -19901692.000000 Penalty: 5792.812988
	Iteration 36Q: 3 clusters Score -1.990169e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80209 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -19902164.000000 Penalty: 5792.812988
	Iteration 37Q: 3 clusters Score -1.990216e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79154 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -19902898.000000 Penalty: 5792.812988
	Iteration 38Q: 3 clusters Score -1.99029e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78092 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -19903656.000000 Penalty: 5792.812988
	Iteration 39Q: 3 clusters Score -1.990366e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -19905474.000000 Penalty: 5792.812988
	Iteration 40F: 3 clusters Score -1.990547e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75110 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -19907020.000000 Penalty: 5792.812988
	Iteration 41Q: 3 clusters Score -1.990702e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73074 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -19908908.000000 Penalty: 5792.812988
	Iteration 42Q: 3 clusters Score -1.990891e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70812 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -19911414.000000 Penalty: 5792.812988
	Iteration 43Q: 3 clusters Score -1.991141e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68275 members 
Mstep: Class 2 contains 49798 members 
Entering Unmasked Estep 
Score: -19914244.000000 Penalty: 5792.812988
	Iteration 44Q: 3 clusters Score -1.991424e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65673 members 
Mstep: Class 2 contains 52400 members 
Entering Unmasked Estep 
Score: -19918034.000000 Penalty: 5792.812988
	Iteration 45Q: 3 clusters Score -1.991803e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63131 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -19922844.000000 Penalty: 5792.812988
	Iteration 46Q: 3 clusters Score -1.992284e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60968 members 
Mstep: Class 2 contains 57105 members 
Entering Unmasked Estep 
Score: -19928800.000000 Penalty: 5792.812988
	Iteration 47Q: 3 clusters Score -1.99288e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -19934914.000000 Penalty: 5792.812988
	Iteration 48Q: 3 clusters Score -1.993491e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 59549 members 
Entering Unmasked Estep 
Score: -19940026.000000 Penalty: 5792.812988
	Iteration 49Q: 3 clusters Score -1.994003e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58101 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -19943364.000000 Penalty: 5792.812988
	Iteration 50Q: 3 clusters Score -1.994336e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -19944972.000000 Penalty: 5792.812988
	Iteration 51Q: 3 clusters Score -1.994497e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57619 members 
Mstep: Class 2 contains 60454 members 
Entering Unmasked Estep 
Score: -19945754.000000 Penalty: 5792.812988
	Iteration 52Q: 3 clusters Score -1.994575e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 60568 members 
Entering Unmasked Estep 
Score: -19946072.000000 Penalty: 5792.812988
	Iteration 53Q: 3 clusters Score -1.994607e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -19946236.000000 Penalty: 5792.812988
	Iteration 54Q: 3 clusters Score -1.994624e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57313 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -19946332.000000 Penalty: 5792.812988
	Iteration 55Q: 3 clusters Score -1.994633e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57245 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -19946344.000000 Penalty: 5792.812988
	Iteration 56Q: 3 clusters Score -1.994634e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 60867 members 
Entering Unmasked Estep 
Score: -19946350.000000 Penalty: 5792.812988
	Iteration 57Q: 3 clusters Score -1.994635e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -19946318.000000 Penalty: 5792.812988
	Iteration 58Q: 3 clusters Score -1.994632e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -19946326.000000 Penalty: 5792.812988
	Iteration 59Q: 3 clusters Score -1.994633e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -19947094.000000 Penalty: 5792.812988
	Iteration 60F: 3 clusters Score -1.994709e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 61149 members 
Entering Unmasked Estep 
Score: -19947190.000000 Penalty: 5792.812988
	Iteration 61Q: 3 clusters Score -1.994719e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 61331 members 
Entering Unmasked Estep 
Score: -19947238.000000 Penalty: 5792.812988
	Iteration 62Q: 3 clusters Score -1.994724e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56633 members 
Mstep: Class 2 contains 61440 members 
Entering Unmasked Estep 
Score: -19947236.000000 Penalty: 5792.812988
	Iteration 63Q: 3 clusters Score -1.994724e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56559 members 
Mstep: Class 2 contains 61514 members 
Entering Unmasked Estep 
Score: -19947204.000000 Penalty: 5792.812988
	Iteration 64Q: 3 clusters Score -1.99472e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56509 members 
Mstep: Class 2 contains 61564 members 
Entering Unmasked Estep 
Score: -19947174.000000 Penalty: 5792.812988
	Iteration 65Q: 3 clusters Score -1.994717e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 61609 members 
Entering Unmasked Estep 
Score: -19947166.000000 Penalty: 5792.812988
	Iteration 66Q: 3 clusters Score -1.994717e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 61653 members 
Entering Unmasked Estep 
Score: -19947180.000000 Penalty: 5792.812988
	Iteration 67Q: 3 clusters Score -1.994718e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 61680 members 
Entering Unmasked Estep 
Score: -19947200.000000 Penalty: 5792.812988
	Iteration 68Q: 3 clusters Score -1.99472e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56365 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -19947192.000000 Penalty: 5792.812988
	Iteration 69Q: 3 clusters Score -1.994719e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 61729 members 
Entering Unmasked Estep 
Score: -19947202.000000 Penalty: 5792.812988
	Iteration 70Q: 3 clusters Score -1.99472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56331 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -19947206.000000 Penalty: 5792.812988
	Iteration 71Q: 3 clusters Score -1.994721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 61748 members 
Entering Unmasked Estep 
Score: -19947190.000000 Penalty: 5792.812988
	Iteration 72Q: 3 clusters Score -1.994719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 61752 members 
Entering Unmasked Estep 
Score: -19947188.000000 Penalty: 5792.812988
	Iteration 73Q: 3 clusters Score -1.994719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56318 members 
Mstep: Class 2 contains 61755 members 
Entering Unmasked Estep 
Score: -19947220.000000 Penalty: 5792.812988
	Iteration 74Q: 3 clusters Score -1.994722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 61757 members 
Entering Unmasked Estep 
Score: -19947204.000000 Penalty: 5792.812988
	Iteration 75Q: 3 clusters Score -1.99472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 61758 members 
Entering Unmasked Estep 
Score: -19947208.000000 Penalty: 5792.812988
	Iteration 76Q: 3 clusters Score -1.994721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -19947198.000000 Penalty: 5792.812988
	Iteration 77Q: 3 clusters Score -1.99472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -19947194.000000 Penalty: 5792.812988
	Iteration 78Q: 3 clusters Score -1.994719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56311 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -19947192.000000 Penalty: 5792.812988
	Iteration 79Q: 3 clusters Score -1.994719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 61765 members 
Entering Unmasked Estep 
Score: -19947188.000000 Penalty: 5792.812988
	Iteration 80F: 3 clusters Score -1.994719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 12753 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 8769 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 14080 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 14026 members 
Mstep: Class 14 contains 56308 members 
Mstep: Class 15 contains 61596 members 
Mstep: Class 16 contains 83473 members 
Mstep: Class 17 contains 96730 members 
Mstep: Class 18 contains 45828 members 
Mstep: Class 19 contains 10626 members 
Mstep: Class 20 contains 481 members 
Mstep: Class 21 contains 55937 members 
Mstep: Class 22 contains 70153 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 35151 members 
Mstep: Class 27 contains 1853 members 
Mstep: Class 28 contains 2094 members 
Mstep: Class 29 contains 14810 members 
Mstep: Class 30 contains 61765 members 
Entering Unmasked Estep 
Score: -114865152.000000 Penalty: 100146.453125
Splitting cluster 14 changes total score from -114780624.000000 to -114865152.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (61596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61596 members 
Entering Unmasked Estep 
Score: -10379772.000000 Penalty: 2735.031250
	Iteration 0F: 2 clusters Score -1.037977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -10339742.000000 Penalty: 5470.062500
	Iteration 0F: 3 clusters Score -1.033974e+07 nChanged 28755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -10356430.000000 Penalty: 5470.062500
	Iteration 1F: 3 clusters Score -1.035643e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -10357814.000000 Penalty: 5470.062500
	Iteration 2F: 3 clusters Score -1.035781e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -10359628.000000 Penalty: 5470.062500
	Iteration 3F: 3 clusters Score -1.035963e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -10362045.000000 Penalty: 5470.062500
	Iteration 4F: 3 clusters Score -1.036204e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -10365649.000000 Penalty: 5470.062500
	Iteration 5F: 3 clusters Score -1.036565e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -10369936.000000 Penalty: 5470.062500
	Iteration 6F: 3 clusters Score -1.036994e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -10374230.000000 Penalty: 5470.062500
	Iteration 7F: 3 clusters Score -1.037423e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -10377854.000000 Penalty: 5470.062500
	Iteration 8F: 3 clusters Score -1.037785e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -10380556.000000 Penalty: 5470.062500
	Iteration 9Q: 3 clusters Score -1.038056e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -10382169.000000 Penalty: 5470.062500
	Iteration 10Q: 3 clusters Score -1.038217e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -10382956.000000 Penalty: 5470.062500
	Iteration 11Q: 3 clusters Score -1.038296e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -10383340.000000 Penalty: 5470.062500
	Iteration 12Q: 3 clusters Score -1.038334e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -10383599.000000 Penalty: 5470.062500
	Iteration 13Q: 3 clusters Score -1.03836e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -10383747.000000 Penalty: 5470.062500
	Iteration 14Q: 3 clusters Score -1.038375e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -10383874.000000 Penalty: 5470.062500
	Iteration 15Q: 3 clusters Score -1.038387e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -10383924.000000 Penalty: 5470.062500
	Iteration 16Q: 3 clusters Score -1.038392e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -10383944.000000 Penalty: 5470.062500
	Iteration 17Q: 3 clusters Score -1.038394e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -10384006.000000 Penalty: 5470.062500
	Iteration 18Q: 3 clusters Score -1.038401e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -10384044.000000 Penalty: 5470.062500
	Iteration 19Q: 3 clusters Score -1.038404e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -10384068.000000 Penalty: 5470.062500
	Iteration 20F: 3 clusters Score -1.038407e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -10384117.000000 Penalty: 5470.062500
	Iteration 21Q: 3 clusters Score -1.038412e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -10384099.000000 Penalty: 5470.062500
	Iteration 22Q: 3 clusters Score -1.03841e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -10384106.000000 Penalty: 5470.062500
	Iteration 23Q: 3 clusters Score -1.038411e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -10384102.000000 Penalty: 5470.062500
	Iteration 24Q: 3 clusters Score -1.03841e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -10384115.000000 Penalty: 5470.062500
	Iteration 25Q: 3 clusters Score -1.038412e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -10384117.000000 Penalty: 5470.062500
	Iteration 26Q: 3 clusters Score -1.038412e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -10384118.000000 Penalty: 5470.062500
	Iteration 27Q: 3 clusters Score -1.038412e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -10384113.000000 Penalty: 5470.062500
	Iteration 28Q: 3 clusters Score -1.038411e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -10384121.000000 Penalty: 5470.062500
	Iteration 29Q: 3 clusters Score -1.038412e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -10384143.000000 Penalty: 5470.062500
	Iteration 30Q: 3 clusters Score -1.038414e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -10384135.000000 Penalty: 5470.062500
	Iteration 31Q: 3 clusters Score -1.038414e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -10384129.000000 Penalty: 5470.062500
	Iteration 32Q: 3 clusters Score -1.038413e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -10384144.000000 Penalty: 5470.062500
	Iteration 33Q: 3 clusters Score -1.038414e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -10384144.000000 Penalty: 5470.062500
	Iteration 34Q: 3 clusters Score -1.038414e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -10384180.000000 Penalty: 5470.062500
	Iteration 35Q: 3 clusters Score -1.038418e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -10384205.000000 Penalty: 5470.062500
	Iteration 36Q: 3 clusters Score -1.03842e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -10384191.000000 Penalty: 5470.062500
	Iteration 37Q: 3 clusters Score -1.038419e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -10384153.000000 Penalty: 5470.062500
	Iteration 38Q: 3 clusters Score -1.038415e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -10384155.000000 Penalty: 5470.062500
	Iteration 39Q: 3 clusters Score -1.038416e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -10384164.000000 Penalty: 5470.062500
	Iteration 40F: 3 clusters Score -1.038416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -10384171.000000 Penalty: 5470.062500
	Iteration 41Q: 3 clusters Score -1.038417e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -10384179.000000 Penalty: 5470.062500
	Iteration 42Q: 3 clusters Score -1.038418e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -10384155.000000 Penalty: 5470.062500
	Iteration 43Q: 3 clusters Score -1.038416e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -10384152.000000 Penalty: 5470.062500
	Iteration 44Q: 3 clusters Score -1.038415e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -10384161.000000 Penalty: 5470.062500
	Iteration 45Q: 3 clusters Score -1.038416e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -10384173.000000 Penalty: 5470.062500
	Iteration 46Q: 3 clusters Score -1.038417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -10384166.000000 Penalty: 5470.062500
	Iteration 47Q: 3 clusters Score -1.038417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -10384177.000000 Penalty: 5470.062500
	Iteration 48Q: 3 clusters Score -1.038418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -10384166.000000 Penalty: 5470.062500
	Iteration 49Q: 3 clusters Score -1.038417e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -10384181.000000 Penalty: 5470.062500
	Iteration 50Q: 3 clusters Score -1.038418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -10384169.000000 Penalty: 5470.062500
	Iteration 51Q: 3 clusters Score -1.038417e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -10384199.000000 Penalty: 5470.062500
	Iteration 52Q: 3 clusters Score -1.03842e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -10384188.000000 Penalty: 5470.062500
	Iteration 53Q: 3 clusters Score -1.038419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -10384214.000000 Penalty: 5470.062500
	Iteration 54Q: 3 clusters Score -1.038421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -10384210.000000 Penalty: 5470.062500
	Iteration 55Q: 3 clusters Score -1.038421e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -10384215.000000 Penalty: 5470.062500
	Iteration 56Q: 3 clusters Score -1.038422e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -10384204.000000 Penalty: 5470.062500
	Iteration 57Q: 3 clusters Score -1.03842e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -10384193.000000 Penalty: 5470.062500
	Iteration 58Q: 3 clusters Score -1.038419e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -10384199.000000 Penalty: 5470.062500
	Iteration 59Q: 3 clusters Score -1.03842e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -10384206.000000 Penalty: 5470.062500
	Iteration 60F: 3 clusters Score -1.038421e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -10384198.000000 Penalty: 5470.062500
	Iteration 61Q: 3 clusters Score -1.03842e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -10384223.000000 Penalty: 5470.062500
	Iteration 62Q: 3 clusters Score -1.038422e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -10384250.000000 Penalty: 5470.062500
	Iteration 63Q: 3 clusters Score -1.038425e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -10384230.000000 Penalty: 5470.062500
	Iteration 64Q: 3 clusters Score -1.038423e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -10384237.000000 Penalty: 5470.062500
	Iteration 65Q: 3 clusters Score -1.038424e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -10384234.000000 Penalty: 5470.062500
	Iteration 66Q: 3 clusters Score -1.038423e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -10384220.000000 Penalty: 5470.062500
	Iteration 67Q: 3 clusters Score -1.038422e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -10384213.000000 Penalty: 5470.062500
	Iteration 68Q: 3 clusters Score -1.038421e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -10384222.000000 Penalty: 5470.062500
	Iteration 69Q: 3 clusters Score -1.038422e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -10384211.000000 Penalty: 5470.062500
	Iteration 70Q: 3 clusters Score -1.038421e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -10384219.000000 Penalty: 5470.062500
	Iteration 71Q: 3 clusters Score -1.038422e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -10384209.000000 Penalty: 5470.062500
	Iteration 72Q: 3 clusters Score -1.038421e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -10384216.000000 Penalty: 5470.062500
	Iteration 73Q: 3 clusters Score -1.038422e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -10384217.000000 Penalty: 5470.062500
	Iteration 74Q: 3 clusters Score -1.038422e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -10384215.000000 Penalty: 5470.062500
	Iteration 75Q: 3 clusters Score -1.038422e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -10384234.000000 Penalty: 5470.062500
	Iteration 76Q: 3 clusters Score -1.038423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -10384219.000000 Penalty: 5470.062500
	Iteration 77Q: 3 clusters Score -1.038422e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -10384238.000000 Penalty: 5470.062500
	Iteration 78Q: 3 clusters Score -1.038424e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -10384226.000000 Penalty: 5470.062500
	Iteration 79Q: 3 clusters Score -1.038423e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -10384218.000000 Penalty: 5470.062500
	Iteration 80F: 3 clusters Score -1.038422e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -10384219.000000 Penalty: 5470.062500
	Iteration 81Q: 3 clusters Score -1.038422e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -10384217.000000 Penalty: 5470.062500
	Iteration 82Q: 3 clusters Score -1.038422e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -10384211.000000 Penalty: 5470.062500
	Iteration 83Q: 3 clusters Score -1.038421e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -10384215.000000 Penalty: 5470.062500
	Iteration 84Q: 3 clusters Score -1.038422e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -10384217.000000 Penalty: 5470.062500
	Iteration 85Q: 3 clusters Score -1.038422e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -10384232.000000 Penalty: 5470.062500
	Iteration 86Q: 3 clusters Score -1.038423e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -10384240.000000 Penalty: 5470.062500
	Iteration 87Q: 3 clusters Score -1.038424e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -10384236.000000 Penalty: 5470.062500
	Iteration 88Q: 3 clusters Score -1.038424e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -10384234.000000 Penalty: 5470.062500
	Iteration 89Q: 3 clusters Score -1.038423e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -10384237.000000 Penalty: 5470.062500
	Iteration 90Q: 3 clusters Score -1.038424e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -10384244.000000 Penalty: 5470.062500
	Iteration 91Q: 3 clusters Score -1.038424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -10384244.000000 Penalty: 5470.062500
	Iteration 92Q: 3 clusters Score -1.038424e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -10384236.000000 Penalty: 5470.062500
	Iteration 93Q: 3 clusters Score -1.038424e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -10384245.000000 Penalty: 5470.062500
	Iteration 94Q: 3 clusters Score -1.038424e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -10384228.000000 Penalty: 5470.062500
	Iteration 95Q: 3 clusters Score -1.038423e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -10384237.000000 Penalty: 5470.062500
	Iteration 96Q: 3 clusters Score -1.038424e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -10384243.000000 Penalty: 5470.062500
	Iteration 97Q: 3 clusters Score -1.038424e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -10384239.000000 Penalty: 5470.062500
	Iteration 98Q: 3 clusters Score -1.038424e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -10384249.000000 Penalty: 5470.062500
	Iteration 99Q: 3 clusters Score -1.038425e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -10384247.000000 Penalty: 5470.062500
	Iteration 100F: 3 clusters Score -1.038425e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -10384249.000000 Penalty: 5470.062500
	Iteration 101Q: 3 clusters Score -1.038425e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -10384252.000000 Penalty: 5470.062500
	Iteration 102Q: 3 clusters Score -1.038425e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -10384249.000000 Penalty: 5470.062500
	Iteration 103Q: 3 clusters Score -1.038425e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -10384283.000000 Penalty: 5470.062500
	Iteration 104Q: 3 clusters Score -1.038428e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -10384263.000000 Penalty: 5470.062500
	Iteration 105Q: 3 clusters Score -1.038426e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -10384258.000000 Penalty: 5470.062500
	Iteration 106Q: 3 clusters Score -1.038426e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -10384271.000000 Penalty: 5470.062500
	Iteration 107Q: 3 clusters Score -1.038427e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -10384261.000000 Penalty: 5470.062500
	Iteration 108Q: 3 clusters Score -1.038426e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -10384269.000000 Penalty: 5470.062500
	Iteration 109Q: 3 clusters Score -1.038427e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -10384302.000000 Penalty: 5470.062500
	Iteration 110Q: 3 clusters Score -1.03843e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -10384307.000000 Penalty: 5470.062500
	Iteration 111Q: 3 clusters Score -1.038431e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -10384359.000000 Penalty: 5470.062500
	Iteration 112Q: 3 clusters Score -1.038436e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -10384367.000000 Penalty: 5470.062500
	Iteration 113Q: 3 clusters Score -1.038437e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -10384426.000000 Penalty: 5470.062500
	Iteration 114Q: 3 clusters Score -1.038443e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -10384461.000000 Penalty: 5470.062500
	Iteration 115Q: 3 clusters Score -1.038446e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -10384464.000000 Penalty: 5470.062500
	Iteration 116Q: 3 clusters Score -1.038446e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -10384460.000000 Penalty: 5470.062500
	Iteration 117Q: 3 clusters Score -1.038446e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -10384474.000000 Penalty: 5470.062500
	Iteration 118Q: 3 clusters Score -1.038447e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -10384505.000000 Penalty: 5470.062500
	Iteration 119Q: 3 clusters Score -1.03845e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -10384514.000000 Penalty: 5470.062500
	Iteration 120F: 3 clusters Score -1.038451e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -10384530.000000 Penalty: 5470.062500
	Iteration 121Q: 3 clusters Score -1.038453e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -10384557.000000 Penalty: 5470.062500
	Iteration 122Q: 3 clusters Score -1.038456e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -10384580.000000 Penalty: 5470.062500
	Iteration 123Q: 3 clusters Score -1.038458e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -10384616.000000 Penalty: 5470.062500
	Iteration 124Q: 3 clusters Score -1.038462e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -10384635.000000 Penalty: 5470.062500
	Iteration 125Q: 3 clusters Score -1.038464e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -10384640.000000 Penalty: 5470.062500
	Iteration 126Q: 3 clusters Score -1.038464e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -10384588.000000 Penalty: 5470.062500
	Iteration 127Q: 3 clusters Score -1.038459e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -10384620.000000 Penalty: 5470.062500
	Iteration 128Q: 3 clusters Score -1.038462e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -10384653.000000 Penalty: 5470.062500
	Iteration 129Q: 3 clusters Score -1.038465e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -10384651.000000 Penalty: 5470.062500
	Iteration 130Q: 3 clusters Score -1.038465e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -10384651.000000 Penalty: 5470.062500
	Iteration 131Q: 3 clusters Score -1.038465e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -10384636.000000 Penalty: 5470.062500
	Iteration 132Q: 3 clusters Score -1.038464e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -10384673.000000 Penalty: 5470.062500
	Iteration 133Q: 3 clusters Score -1.038467e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -10384666.000000 Penalty: 5470.062500
	Iteration 134Q: 3 clusters Score -1.038467e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -10384643.000000 Penalty: 5470.062500
	Iteration 135Q: 3 clusters Score -1.038464e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -10384641.000000 Penalty: 5470.062500
	Iteration 136Q: 3 clusters Score -1.038464e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -10384665.000000 Penalty: 5470.062500
	Iteration 137Q: 3 clusters Score -1.038466e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -10384658.000000 Penalty: 5470.062500
	Iteration 138Q: 3 clusters Score -1.038466e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -10384647.000000 Penalty: 5470.062500
	Iteration 139Q: 3 clusters Score -1.038465e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -10384670.000000 Penalty: 5470.062500
	Iteration 140F: 3 clusters Score -1.038467e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -10384682.000000 Penalty: 5470.062500
	Iteration 141Q: 3 clusters Score -1.038468e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -10384678.000000 Penalty: 5470.062500
	Iteration 142Q: 3 clusters Score -1.038468e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -10384676.000000 Penalty: 5470.062500
	Iteration 143Q: 3 clusters Score -1.038468e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -10384680.000000 Penalty: 5470.062500
	Iteration 144Q: 3 clusters Score -1.038468e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -10384703.000000 Penalty: 5470.062500
	Iteration 145Q: 3 clusters Score -1.03847e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -10384694.000000 Penalty: 5470.062500
	Iteration 146Q: 3 clusters Score -1.038469e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -10384699.000000 Penalty: 5470.062500
	Iteration 147Q: 3 clusters Score -1.03847e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -10384691.000000 Penalty: 5470.062500
	Iteration 148Q: 3 clusters Score -1.038469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -10384697.000000 Penalty: 5470.062500
	Iteration 149Q: 3 clusters Score -1.03847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -10384703.000000 Penalty: 5470.062500
	Iteration 150Q: 3 clusters Score -1.03847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -10384710.000000 Penalty: 5470.062500
	Iteration 151Q: 3 clusters Score -1.038471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -10384692.000000 Penalty: 5470.062500
	Iteration 152Q: 3 clusters Score -1.038469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -10384696.000000 Penalty: 5470.062500
	Iteration 153Q: 3 clusters Score -1.03847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -10384701.000000 Penalty: 5470.062500
	Iteration 154Q: 3 clusters Score -1.03847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -10384698.000000 Penalty: 5470.062500
	Iteration 155Q: 3 clusters Score -1.03847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -10384700.000000 Penalty: 5470.062500
	Iteration 156Q: 3 clusters Score -1.03847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -10384697.000000 Penalty: 5470.062500
	Iteration 157Q: 3 clusters Score -1.03847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -10384694.000000 Penalty: 5470.062500
	Iteration 158Q: 3 clusters Score -1.038469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -10384701.000000 Penalty: 5470.062500
	Iteration 159Q: 3 clusters Score -1.03847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -10384703.000000 Penalty: 5470.062500
	Iteration 160F: 3 clusters Score -1.03847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -10384691.000000 Penalty: 5470.062500
	Iteration 161Q: 3 clusters Score -1.038469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -10384697.000000 Penalty: 5470.062500
	Iteration 162Q: 3 clusters Score -1.03847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -10384698.000000 Penalty: 5470.062500
	Iteration 163Q: 3 clusters Score -1.03847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -10384695.000000 Penalty: 5470.062500
	Iteration 164Q: 3 clusters Score -1.03847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -10384702.000000 Penalty: 5470.062500
	Iteration 165Q: 3 clusters Score -1.03847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -10384700.000000 Penalty: 5470.062500
	Iteration 166Q: 3 clusters Score -1.03847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -10384688.000000 Penalty: 5470.062500
	Iteration 167Q: 3 clusters Score -1.038469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -10384692.000000 Penalty: 5470.062500
	Iteration 168Q: 3 clusters Score -1.038469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -10384677.000000 Penalty: 5470.062500
	Iteration 169Q: 3 clusters Score -1.038468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -10384683.000000 Penalty: 5470.062500
	Iteration 170Q: 3 clusters Score -1.038468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -10384682.000000 Penalty: 5470.062500
	Iteration 171Q: 3 clusters Score -1.038468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -10384684.000000 Penalty: 5470.062500
	Iteration 172Q: 3 clusters Score -1.038468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -10384679.000000 Penalty: 5470.062500
	Iteration 173Q: 3 clusters Score -1.038468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -10384684.000000 Penalty: 5470.062500
	Iteration 174Q: 3 clusters Score -1.038468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -10384681.000000 Penalty: 5470.062500
	Iteration 175Q: 3 clusters Score -1.038468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -10384686.000000 Penalty: 5470.062500
	Iteration 176Q: 3 clusters Score -1.038469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -10384694.000000 Penalty: 5470.062500
	Iteration 177Q: 3 clusters Score -1.038469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -10384690.000000 Penalty: 5470.062500
	Iteration 178Q: 3 clusters Score -1.038469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -10384697.000000 Penalty: 5470.062500
	Iteration 179Q: 3 clusters Score -1.03847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -10384697.000000 Penalty: 5470.062500
	Iteration 180F: 3 clusters Score -1.03847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 12753 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 8769 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 14080 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 14026 members 
Mstep: Class 14 contains 56308 members 
Mstep: Class 15 contains 35255 members 
Mstep: Class 16 contains 83473 members 
Mstep: Class 17 contains 96730 members 
Mstep: Class 18 contains 45828 members 
Mstep: Class 19 contains 10626 members 
Mstep: Class 20 contains 481 members 
Mstep: Class 21 contains 55937 members 
Mstep: Class 22 contains 70153 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 35151 members 
Mstep: Class 27 contains 1853 members 
Mstep: Class 28 contains 2094 members 
Mstep: Class 29 contains 14810 members 
Mstep: Class 30 contains 61765 members 
Mstep: Class 31 contains 26341 members 
Entering Unmasked Estep 
Score: -114870136.000000 Penalty: 103484.664062
Splitting cluster 15 changes total score from -114780624.000000 to -114870136.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (83473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83473 members 
Entering Unmasked Estep 
Score: -14237132.000000 Penalty: 2810.405029
	Iteration 0F: 2 clusters Score -1.423713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -14188006.000000 Penalty: 5620.810059
	Iteration 0F: 3 clusters Score -1.418801e+07 nChanged 39352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -14210253.000000 Penalty: 5620.810059
	Iteration 1F: 3 clusters Score -1.421025e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -14211334.000000 Penalty: 5620.810059
	Iteration 2Q: 3 clusters Score -1.421133e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -14212829.000000 Penalty: 5620.810059
	Iteration 3Q: 3 clusters Score -1.421283e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -14215036.000000 Penalty: 5620.810059
	Iteration 4Q: 3 clusters Score -1.421504e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -14218403.000000 Penalty: 5620.810059
	Iteration 5F: 3 clusters Score -1.42184e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -14222853.000000 Penalty: 5620.810059
	Iteration 6F: 3 clusters Score -1.422285e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -14226728.000000 Penalty: 5620.810059
	Iteration 7F: 3 clusters Score -1.422673e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -14229600.000000 Penalty: 5620.810059
	Iteration 8F: 3 clusters Score -1.42296e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -14231199.000000 Penalty: 5620.810059
	Iteration 9Q: 3 clusters Score -1.42312e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -14232520.000000 Penalty: 5620.810059
	Iteration 10Q: 3 clusters Score -1.423252e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -14233635.000000 Penalty: 5620.810059
	Iteration 11Q: 3 clusters Score -1.423364e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -14234723.000000 Penalty: 5620.810059
	Iteration 12Q: 3 clusters Score -1.423472e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -14235725.000000 Penalty: 5620.810059
	Iteration 13Q: 3 clusters Score -1.423572e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -14236632.000000 Penalty: 5620.810059
	Iteration 14Q: 3 clusters Score -1.423663e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -14237456.000000 Penalty: 5620.810059
	Iteration 15Q: 3 clusters Score -1.423746e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57874 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -14238349.000000 Penalty: 5620.810059
	Iteration 16Q: 3 clusters Score -1.423835e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -14238949.000000 Penalty: 5620.810059
	Iteration 17Q: 3 clusters Score -1.423895e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -14239520.000000 Penalty: 5620.810059
	Iteration 18Q: 3 clusters Score -1.423952e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -14240112.000000 Penalty: 5620.810059
	Iteration 19Q: 3 clusters Score -1.424011e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64608 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -14240527.000000 Penalty: 5620.810059
	Iteration 20F: 3 clusters Score -1.424053e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -14240830.000000 Penalty: 5620.810059
	Iteration 21Q: 3 clusters Score -1.424083e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67159 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -14241014.000000 Penalty: 5620.810059
	Iteration 22Q: 3 clusters Score -1.424101e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68235 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -14241250.000000 Penalty: 5620.810059
	Iteration 23Q: 3 clusters Score -1.424125e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69166 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -14241463.000000 Penalty: 5620.810059
	Iteration 24Q: 3 clusters Score -1.424146e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69962 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -14241622.000000 Penalty: 5620.810059
	Iteration 25Q: 3 clusters Score -1.424162e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -14241684.000000 Penalty: 5620.810059
	Iteration 26Q: 3 clusters Score -1.424168e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -14241737.000000 Penalty: 5620.810059
	Iteration 27Q: 3 clusters Score -1.424174e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71566 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -14241748.000000 Penalty: 5620.810059
	Iteration 28Q: 3 clusters Score -1.424175e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71944 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -14241779.000000 Penalty: 5620.810059
	Iteration 29Q: 3 clusters Score -1.424178e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72301 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -14241788.000000 Penalty: 5620.810059
	Iteration 30Q: 3 clusters Score -1.424179e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72642 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -14241872.000000 Penalty: 5620.810059
	Iteration 31Q: 3 clusters Score -1.424187e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72946 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -14241882.000000 Penalty: 5620.810059
	Iteration 32Q: 3 clusters Score -1.424188e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73188 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -14241891.000000 Penalty: 5620.810059
	Iteration 33Q: 3 clusters Score -1.424189e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73413 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -14241884.000000 Penalty: 5620.810059
	Iteration 34Q: 3 clusters Score -1.424188e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73598 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -14241923.000000 Penalty: 5620.810059
	Iteration 35Q: 3 clusters Score -1.424192e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73764 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -14241903.000000 Penalty: 5620.810059
	Iteration 36Q: 3 clusters Score -1.42419e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73922 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -14241935.000000 Penalty: 5620.810059
	Iteration 37Q: 3 clusters Score -1.424194e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74070 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -14241906.000000 Penalty: 5620.810059
	Iteration 38Q: 3 clusters Score -1.424191e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74185 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -14241900.000000 Penalty: 5620.810059
	Iteration 39Q: 3 clusters Score -1.42419e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74301 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -14241912.000000 Penalty: 5620.810059
	Iteration 40F: 3 clusters Score -1.424191e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -14241917.000000 Penalty: 5620.810059
	Iteration 41Q: 3 clusters Score -1.424192e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74523 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -14241923.000000 Penalty: 5620.810059
	Iteration 42Q: 3 clusters Score -1.424192e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74637 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -14241916.000000 Penalty: 5620.810059
	Iteration 43Q: 3 clusters Score -1.424192e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74749 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -14241882.000000 Penalty: 5620.810059
	Iteration 44Q: 3 clusters Score -1.424188e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74873 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -14241812.000000 Penalty: 5620.810059
	Iteration 45Q: 3 clusters Score -1.424181e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74974 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -14241789.000000 Penalty: 5620.810059
	Iteration 46Q: 3 clusters Score -1.424179e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75085 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -14241784.000000 Penalty: 5620.810059
	Iteration 47Q: 3 clusters Score -1.424178e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75184 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -14241765.000000 Penalty: 5620.810059
	Iteration 48Q: 3 clusters Score -1.424176e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75274 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -14241743.000000 Penalty: 5620.810059
	Iteration 49Q: 3 clusters Score -1.424174e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75345 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -14241715.000000 Penalty: 5620.810059
	Iteration 50Q: 3 clusters Score -1.424172e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75408 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -14241697.000000 Penalty: 5620.810059
	Iteration 51Q: 3 clusters Score -1.42417e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75461 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -14241680.000000 Penalty: 5620.810059
	Iteration 52Q: 3 clusters Score -1.424168e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75519 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -14241680.000000 Penalty: 5620.810059
	Iteration 53Q: 3 clusters Score -1.424168e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75569 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -14241643.000000 Penalty: 5620.810059
	Iteration 54Q: 3 clusters Score -1.424164e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75610 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -14241609.000000 Penalty: 5620.810059
	Iteration 55Q: 3 clusters Score -1.424161e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75648 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -14241587.000000 Penalty: 5620.810059
	Iteration 56Q: 3 clusters Score -1.424159e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -14241604.000000 Penalty: 5620.810059
	Iteration 57Q: 3 clusters Score -1.42416e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75718 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -14241577.000000 Penalty: 5620.810059
	Iteration 58Q: 3 clusters Score -1.424158e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75744 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -14241548.000000 Penalty: 5620.810059
	Iteration 59Q: 3 clusters Score -1.424155e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75764 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -14241551.000000 Penalty: 5620.810059
	Iteration 60F: 3 clusters Score -1.424155e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75787 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -14241547.000000 Penalty: 5620.810059
	Iteration 61Q: 3 clusters Score -1.424155e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75800 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -14241527.000000 Penalty: 5620.810059
	Iteration 62Q: 3 clusters Score -1.424153e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75814 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -14241533.000000 Penalty: 5620.810059
	Iteration 63Q: 3 clusters Score -1.424153e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75824 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -14241531.000000 Penalty: 5620.810059
	Iteration 64Q: 3 clusters Score -1.424153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75829 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -14241525.000000 Penalty: 5620.810059
	Iteration 65Q: 3 clusters Score -1.424152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75834 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -14241524.000000 Penalty: 5620.810059
	Iteration 66Q: 3 clusters Score -1.424152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75838 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -14241516.000000 Penalty: 5620.810059
	Iteration 67Q: 3 clusters Score -1.424152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -14241518.000000 Penalty: 5620.810059
	Iteration 68Q: 3 clusters Score -1.424152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75849 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -14241530.000000 Penalty: 5620.810059
	Iteration 69Q: 3 clusters Score -1.424153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -14241527.000000 Penalty: 5620.810059
	Iteration 70Q: 3 clusters Score -1.424153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75865 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -14241522.000000 Penalty: 5620.810059
	Iteration 71Q: 3 clusters Score -1.424152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75870 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -14241505.000000 Penalty: 5620.810059
	Iteration 72Q: 3 clusters Score -1.42415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75878 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -14241509.000000 Penalty: 5620.810059
	Iteration 73Q: 3 clusters Score -1.424151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -14241506.000000 Penalty: 5620.810059
	Iteration 74Q: 3 clusters Score -1.424151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75893 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -14241498.000000 Penalty: 5620.810059
	Iteration 75Q: 3 clusters Score -1.42415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75894 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -14241489.000000 Penalty: 5620.810059
	Iteration 76Q: 3 clusters Score -1.424149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75902 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -14241514.000000 Penalty: 5620.810059
	Iteration 77Q: 3 clusters Score -1.424151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -14241495.000000 Penalty: 5620.810059
	Iteration 78Q: 3 clusters Score -1.42415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75905 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -14241494.000000 Penalty: 5620.810059
	Iteration 79Q: 3 clusters Score -1.424149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75908 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -14241481.000000 Penalty: 5620.810059
	Iteration 80F: 3 clusters Score -1.424148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75911 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -14241496.000000 Penalty: 5620.810059
	Iteration 81Q: 3 clusters Score -1.42415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75916 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -14241491.000000 Penalty: 5620.810059
	Iteration 82Q: 3 clusters Score -1.424149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -14241496.000000 Penalty: 5620.810059
	Iteration 83Q: 3 clusters Score -1.42415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75923 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -14241502.000000 Penalty: 5620.810059
	Iteration 84Q: 3 clusters Score -1.42415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -14241503.000000 Penalty: 5620.810059
	Iteration 85Q: 3 clusters Score -1.42415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -14241498.000000 Penalty: 5620.810059
	Iteration 86Q: 3 clusters Score -1.42415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -14241485.000000 Penalty: 5620.810059
	Iteration 87Q: 3 clusters Score -1.424148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -14241492.000000 Penalty: 5620.810059
	Iteration 88Q: 3 clusters Score -1.424149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -14241487.000000 Penalty: 5620.810059
	Iteration 89Q: 3 clusters Score -1.424149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -14241496.000000 Penalty: 5620.810059
	Iteration 90Q: 3 clusters Score -1.42415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75939 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -14241478.000000 Penalty: 5620.810059
	Iteration 91Q: 3 clusters Score -1.424148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75938 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -14241479.000000 Penalty: 5620.810059
	Iteration 92Q: 3 clusters Score -1.424148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75938 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -14241479.000000 Penalty: 5620.810059
	Iteration 93F: 3 clusters Score -1.424148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 12753 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 8769 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 14080 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 14026 members 
Mstep: Class 14 contains 56308 members 
Mstep: Class 15 contains 35255 members 
Mstep: Class 16 contains 75938 members 
Mstep: Class 17 contains 96730 members 
Mstep: Class 18 contains 45828 members 
Mstep: Class 19 contains 10626 members 
Mstep: Class 20 contains 481 members 
Mstep: Class 21 contains 55937 members 
Mstep: Class 22 contains 70153 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 35151 members 
Mstep: Class 27 contains 1853 members 
Mstep: Class 28 contains 2094 members 
Mstep: Class 29 contains 14810 members 
Mstep: Class 30 contains 61765 members 
Mstep: Class 31 contains 26341 members 
Mstep: Class 32 contains 7535 members 
Entering Unmasked Estep 
Score: -114872680.000000 Penalty: 106822.882812
Splitting cluster 16 changes total score from -114780624.000000 to -114872680.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (96730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96730 members 
Entering Unmasked Estep 
Score: -16524552.000000 Penalty: 2846.960449
	Iteration 0F: 2 clusters Score -1.652455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -16491037.000000 Penalty: 5693.920898
	Iteration 0F: 3 clusters Score -1.649104e+07 nChanged 45912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -16516727.000000 Penalty: 5693.920898
	Iteration 1F: 3 clusters Score -1.651673e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -16517698.000000 Penalty: 5693.920898
	Iteration 2Q: 3 clusters Score -1.65177e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -16519248.000000 Penalty: 5693.920898
	Iteration 3Q: 3 clusters Score -1.651925e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -16521237.000000 Penalty: 5693.920898
	Iteration 4Q: 3 clusters Score -1.652124e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -16524258.000000 Penalty: 5693.920898
	Iteration 5F: 3 clusters Score -1.652426e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -16528062.000000 Penalty: 5693.920898
	Iteration 6F: 3 clusters Score -1.652806e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -16532343.000000 Penalty: 5693.920898
	Iteration 7F: 3 clusters Score -1.653234e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -16535852.000000 Penalty: 5693.920898
	Iteration 8F: 3 clusters Score -1.653585e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -16537791.000000 Penalty: 5693.920898
	Iteration 9Q: 3 clusters Score -1.653779e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -16538670.000000 Penalty: 5693.920898
	Iteration 10Q: 3 clusters Score -1.653867e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -16539134.000000 Penalty: 5693.920898
	Iteration 11Q: 3 clusters Score -1.653913e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -16539424.000000 Penalty: 5693.920898
	Iteration 12Q: 3 clusters Score -1.653942e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -16539685.000000 Penalty: 5693.920898
	Iteration 13Q: 3 clusters Score -1.653968e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -16540022.000000 Penalty: 5693.920898
	Iteration 14Q: 3 clusters Score -1.654002e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -16540390.000000 Penalty: 5693.920898
	Iteration 15Q: 3 clusters Score -1.654039e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -16540667.000000 Penalty: 5693.920898
	Iteration 16Q: 3 clusters Score -1.654067e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -16540863.000000 Penalty: 5693.920898
	Iteration 17Q: 3 clusters Score -1.654086e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -16541189.000000 Penalty: 5693.920898
	Iteration 18Q: 3 clusters Score -1.654119e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -16541496.000000 Penalty: 5693.920898
	Iteration 19Q: 3 clusters Score -1.65415e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -16541754.000000 Penalty: 5693.920898
	Iteration 20F: 3 clusters Score -1.654175e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -16541997.000000 Penalty: 5693.920898
	Iteration 21Q: 3 clusters Score -1.6542e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52827 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -16542355.000000 Penalty: 5693.920898
	Iteration 22Q: 3 clusters Score -1.654236e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -16542761.000000 Penalty: 5693.920898
	Iteration 23Q: 3 clusters Score -1.654276e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -16543082.000000 Penalty: 5693.920898
	Iteration 24Q: 3 clusters Score -1.654308e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -16543316.000000 Penalty: 5693.920898
	Iteration 25Q: 3 clusters Score -1.654332e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -16543680.000000 Penalty: 5693.920898
	Iteration 26Q: 3 clusters Score -1.654368e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -16544047.000000 Penalty: 5693.920898
	Iteration 27Q: 3 clusters Score -1.654405e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -16544322.000000 Penalty: 5693.920898
	Iteration 28Q: 3 clusters Score -1.654432e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -16544497.000000 Penalty: 5693.920898
	Iteration 29Q: 3 clusters Score -1.65445e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -16544804.000000 Penalty: 5693.920898
	Iteration 30Q: 3 clusters Score -1.65448e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -16545105.000000 Penalty: 5693.920898
	Iteration 31Q: 3 clusters Score -1.65451e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -16545196.000000 Penalty: 5693.920898
	Iteration 32Q: 3 clusters Score -1.65452e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -16545327.000000 Penalty: 5693.920898
	Iteration 33Q: 3 clusters Score -1.654533e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -16545328.000000 Penalty: 5693.920898
	Iteration 34Q: 3 clusters Score -1.654533e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -16545360.000000 Penalty: 5693.920898
	Iteration 35Q: 3 clusters Score -1.654536e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59723 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -16545464.000000 Penalty: 5693.920898
	Iteration 36Q: 3 clusters Score -1.654546e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -16545362.000000 Penalty: 5693.920898
	Iteration 37Q: 3 clusters Score -1.654536e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -16545186.000000 Penalty: 5693.920898
	Iteration 38Q: 3 clusters Score -1.654519e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60989 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -16545123.000000 Penalty: 5693.920898
	Iteration 39Q: 3 clusters Score -1.654512e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -16545038.000000 Penalty: 5693.920898
	Iteration 40F: 3 clusters Score -1.654504e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61487 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -16544959.000000 Penalty: 5693.920898
	Iteration 41Q: 3 clusters Score -1.654496e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61704 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -16544968.000000 Penalty: 5693.920898
	Iteration 42Q: 3 clusters Score -1.654497e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61911 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -16544901.000000 Penalty: 5693.920898
	Iteration 43Q: 3 clusters Score -1.65449e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62070 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -16544789.000000 Penalty: 5693.920898
	Iteration 44Q: 3 clusters Score -1.654479e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62192 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -16544690.000000 Penalty: 5693.920898
	Iteration 45Q: 3 clusters Score -1.654469e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62316 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -16544691.000000 Penalty: 5693.920898
	Iteration 46Q: 3 clusters Score -1.654469e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62419 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -16544713.000000 Penalty: 5693.920898
	Iteration 47Q: 3 clusters Score -1.654471e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62505 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -16544687.000000 Penalty: 5693.920898
	Iteration 48Q: 3 clusters Score -1.654469e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62589 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -16544683.000000 Penalty: 5693.920898
	Iteration 49Q: 3 clusters Score -1.654468e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62648 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -16544637.000000 Penalty: 5693.920898
	Iteration 50Q: 3 clusters Score -1.654464e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62714 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -16544643.000000 Penalty: 5693.920898
	Iteration 51Q: 3 clusters Score -1.654464e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62772 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -16544680.000000 Penalty: 5693.920898
	Iteration 52Q: 3 clusters Score -1.654468e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -16544666.000000 Penalty: 5693.920898
	Iteration 53Q: 3 clusters Score -1.654467e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62860 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -16544640.000000 Penalty: 5693.920898
	Iteration 54Q: 3 clusters Score -1.654464e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62895 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -16544601.000000 Penalty: 5693.920898
	Iteration 55Q: 3 clusters Score -1.65446e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -16544614.000000 Penalty: 5693.920898
	Iteration 56Q: 3 clusters Score -1.654461e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62979 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -16544629.000000 Penalty: 5693.920898
	Iteration 57Q: 3 clusters Score -1.654463e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -16544620.000000 Penalty: 5693.920898
	Iteration 58Q: 3 clusters Score -1.654462e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -16544652.000000 Penalty: 5693.920898
	Iteration 59Q: 3 clusters Score -1.654465e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63071 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -16544659.000000 Penalty: 5693.920898
	Iteration 60F: 3 clusters Score -1.654466e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63103 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -16544665.000000 Penalty: 5693.920898
	Iteration 61Q: 3 clusters Score -1.654466e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -16544659.000000 Penalty: 5693.920898
	Iteration 62Q: 3 clusters Score -1.654466e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63157 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -16544642.000000 Penalty: 5693.920898
	Iteration 63Q: 3 clusters Score -1.654464e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63182 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -16544631.000000 Penalty: 5693.920898
	Iteration 64Q: 3 clusters Score -1.654463e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -16544652.000000 Penalty: 5693.920898
	Iteration 65Q: 3 clusters Score -1.654465e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -16544655.000000 Penalty: 5693.920898
	Iteration 66Q: 3 clusters Score -1.654466e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63251 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -16544662.000000 Penalty: 5693.920898
	Iteration 67Q: 3 clusters Score -1.654466e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63275 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -16544639.000000 Penalty: 5693.920898
	Iteration 68Q: 3 clusters Score -1.654464e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -16544634.000000 Penalty: 5693.920898
	Iteration 69Q: 3 clusters Score -1.654463e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63320 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -16544622.000000 Penalty: 5693.920898
	Iteration 70Q: 3 clusters Score -1.654462e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63337 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -16544611.000000 Penalty: 5693.920898
	Iteration 71Q: 3 clusters Score -1.654461e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -16544648.000000 Penalty: 5693.920898
	Iteration 72Q: 3 clusters Score -1.654465e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63376 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -16544619.000000 Penalty: 5693.920898
	Iteration 73Q: 3 clusters Score -1.654462e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -16544631.000000 Penalty: 5693.920898
	Iteration 74Q: 3 clusters Score -1.654463e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63417 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -16544623.000000 Penalty: 5693.920898
	Iteration 75Q: 3 clusters Score -1.654462e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63434 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -16544595.000000 Penalty: 5693.920898
	Iteration 76Q: 3 clusters Score -1.65446e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -16544592.000000 Penalty: 5693.920898
	Iteration 77Q: 3 clusters Score -1.654459e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -16544616.000000 Penalty: 5693.920898
	Iteration 78Q: 3 clusters Score -1.654462e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63501 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -16544594.000000 Penalty: 5693.920898
	Iteration 79Q: 3 clusters Score -1.654459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63520 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -16544587.000000 Penalty: 5693.920898
	Iteration 80F: 3 clusters Score -1.654459e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63542 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -16544583.000000 Penalty: 5693.920898
	Iteration 81Q: 3 clusters Score -1.654458e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63559 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -16544584.000000 Penalty: 5693.920898
	Iteration 82Q: 3 clusters Score -1.654458e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -16544576.000000 Penalty: 5693.920898
	Iteration 83Q: 3 clusters Score -1.654458e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63598 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -16544561.000000 Penalty: 5693.920898
	Iteration 84Q: 3 clusters Score -1.654456e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63607 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -16544564.000000 Penalty: 5693.920898
	Iteration 85Q: 3 clusters Score -1.654456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -16544583.000000 Penalty: 5693.920898
	Iteration 86Q: 3 clusters Score -1.654458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -16544588.000000 Penalty: 5693.920898
	Iteration 87Q: 3 clusters Score -1.654459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63616 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -16544574.000000 Penalty: 5693.920898
	Iteration 88Q: 3 clusters Score -1.654457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -16544579.000000 Penalty: 5693.920898
	Iteration 89Q: 3 clusters Score -1.654458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63623 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -16544570.000000 Penalty: 5693.920898
	Iteration 90Q: 3 clusters Score -1.654457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -16544541.000000 Penalty: 5693.920898
	Iteration 91Q: 3 clusters Score -1.654454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63633 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -16544545.000000 Penalty: 5693.920898
	Iteration 92Q: 3 clusters Score -1.654454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -16544544.000000 Penalty: 5693.920898
	Iteration 93Q: 3 clusters Score -1.654454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63636 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -16544551.000000 Penalty: 5693.920898
	Iteration 94Q: 3 clusters Score -1.654455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63639 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -16544545.000000 Penalty: 5693.920898
	Iteration 95Q: 3 clusters Score -1.654454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -16544535.000000 Penalty: 5693.920898
	Iteration 96Q: 3 clusters Score -1.654454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63646 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -16544533.000000 Penalty: 5693.920898
	Iteration 97Q: 3 clusters Score -1.654453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63648 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -16544525.000000 Penalty: 5693.920898
	Iteration 98Q: 3 clusters Score -1.654452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63648 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -16544532.000000 Penalty: 5693.920898
	Iteration 99Q: 3 clusters Score -1.654453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63649 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -16544524.000000 Penalty: 5693.920898
	Iteration 100F: 3 clusters Score -1.654452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 12753 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 8769 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 14080 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 14026 members 
Mstep: Class 14 contains 56308 members 
Mstep: Class 15 contains 35255 members 
Mstep: Class 16 contains 75938 members 
Mstep: Class 17 contains 63649 members 
Mstep: Class 18 contains 45828 members 
Mstep: Class 19 contains 10626 members 
Mstep: Class 20 contains 481 members 
Mstep: Class 21 contains 55937 members 
Mstep: Class 22 contains 70153 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 35151 members 
Mstep: Class 27 contains 1853 members 
Mstep: Class 28 contains 2094 members 
Mstep: Class 29 contains 14810 members 
Mstep: Class 30 contains 61765 members 
Mstep: Class 31 contains 26341 members 
Mstep: Class 32 contains 7535 members 
Mstep: Class 33 contains 33081 members 
Entering Unmasked Estep 
Score: -114892240.000000 Penalty: 110161.093750
Splitting cluster 17 changes total score from -114780624.000000 to -114892240.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (45828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Entering Unmasked Estep 
Score: -7732343.500000 Penalty: 2661.697266
	Iteration 0F: 2 clusters Score -7732344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -7701626.500000 Penalty: 5323.394531
	Iteration 0F: 3 clusters Score -7701626 nChanged 21041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -7713905.000000 Penalty: 5323.394531
	Iteration 1F: 3 clusters Score -7713905 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -7715826.500000 Penalty: 5323.394531
	Iteration 2F: 3 clusters Score -7715826 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -7718755.500000 Penalty: 5323.394531
	Iteration 3F: 3 clusters Score -7718756 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -7722400.000000 Penalty: 5323.394531
	Iteration 4F: 3 clusters Score -7722400 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -7725932.500000 Penalty: 5323.394531
	Iteration 5F: 3 clusters Score -7725932 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -7729100.000000 Penalty: 5323.394531
	Iteration 6F: 3 clusters Score -7729100 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -7731606.000000 Penalty: 5323.394531
	Iteration 7F: 3 clusters Score -7731606 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -7733890.000000 Penalty: 5323.394531
	Iteration 8Q: 3 clusters Score -7733890 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -7736635.500000 Penalty: 5323.394531
	Iteration 9Q: 3 clusters Score -7736636 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -7739201.500000 Penalty: 5323.394531
	Iteration 10Q: 3 clusters Score -7739202 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -7740683.500000 Penalty: 5323.394531
	Iteration 11Q: 3 clusters Score -7740684 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -7741596.500000 Penalty: 5323.394531
	Iteration 12Q: 3 clusters Score -7741596 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -7742078.000000 Penalty: 5323.394531
	Iteration 13Q: 3 clusters Score -7742078 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -7742359.500000 Penalty: 5323.394531
	Iteration 14Q: 3 clusters Score -7742360 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -7742732.000000 Penalty: 5323.394531
	Iteration 15Q: 3 clusters Score -7742732 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -7743150.000000 Penalty: 5323.394531
	Iteration 16Q: 3 clusters Score -7743150 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -7743629.500000 Penalty: 5323.394531
	Iteration 17Q: 3 clusters Score -7743630 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -7744141.500000 Penalty: 5323.394531
	Iteration 18Q: 3 clusters Score -7744142 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -7744530.500000 Penalty: 5323.394531
	Iteration 19Q: 3 clusters Score -7744530 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -7744791.000000 Penalty: 5323.394531
	Iteration 20F: 3 clusters Score -7744791 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -7744892.000000 Penalty: 5323.394531
	Iteration 21Q: 3 clusters Score -7744892 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -7744916.000000 Penalty: 5323.394531
	Iteration 22Q: 3 clusters Score -7744916 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -7744942.000000 Penalty: 5323.394531
	Iteration 23Q: 3 clusters Score -7744942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -7744943.000000 Penalty: 5323.394531
	Iteration 24Q: 3 clusters Score -7744943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -7744934.500000 Penalty: 5323.394531
	Iteration 25Q: 3 clusters Score -7744934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -7744959.500000 Penalty: 5323.394531
	Iteration 26Q: 3 clusters Score -7744960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -7744967.500000 Penalty: 5323.394531
	Iteration 27Q: 3 clusters Score -7744968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -7744960.500000 Penalty: 5323.394531
	Iteration 28Q: 3 clusters Score -7744960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -7744965.000000 Penalty: 5323.394531
	Iteration 29Q: 3 clusters Score -7744965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -7744963.500000 Penalty: 5323.394531
	Iteration 30Q: 3 clusters Score -7744964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -7744964.000000 Penalty: 5323.394531
	Iteration 31Q: 3 clusters Score -7744964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -7744953.500000 Penalty: 5323.394531
	Iteration 32Q: 3 clusters Score -7744954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -7744948.500000 Penalty: 5323.394531
	Iteration 33Q: 3 clusters Score -7744948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -7744944.000000 Penalty: 5323.394531
	Iteration 34Q: 3 clusters Score -7744944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -7744948.500000 Penalty: 5323.394531
	Iteration 35Q: 3 clusters Score -7744948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -7744947.500000 Penalty: 5323.394531
	Iteration 36Q: 3 clusters Score -7744948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -7744945.500000 Penalty: 5323.394531
	Iteration 37Q: 3 clusters Score -7744946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -7744949.500000 Penalty: 5323.394531
	Iteration 38Q: 3 clusters Score -7744950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -7744949.500000 Penalty: 5323.394531
	Iteration 39F: 3 clusters Score -7744950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 12753 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 8769 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 14080 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 14026 members 
Mstep: Class 14 contains 56308 members 
Mstep: Class 15 contains 35255 members 
Mstep: Class 16 contains 75938 members 
Mstep: Class 17 contains 63649 members 
Mstep: Class 18 contains 13675 members 
Mstep: Class 19 contains 10626 members 
Mstep: Class 20 contains 481 members 
Mstep: Class 21 contains 55937 members 
Mstep: Class 22 contains 70153 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 35151 members 
Mstep: Class 27 contains 1853 members 
Mstep: Class 28 contains 2094 members 
Mstep: Class 29 contains 14810 members 
Mstep: Class 30 contains 61765 members 
Mstep: Class 31 contains 26341 members 
Mstep: Class 32 contains 7535 members 
Mstep: Class 33 contains 33081 members 
Mstep: Class 34 contains 32153 members 
Entering Unmasked Estep 
Score: -114904640.000000 Penalty: 113499.312500
Splitting cluster 18 changes total score from -114780624.000000 to -114904640.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (10626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Entering Unmasked Estep 
Score: -1756881.375000 Penalty: 2299.222656
	Iteration 0F: 2 clusters Score -1756881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1748923.500000 Penalty: 4598.445312
	Iteration 0F: 3 clusters Score -1748924 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1751473.125000 Penalty: 4598.445312
	Iteration 1F: 3 clusters Score -1751473 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1752128.000000 Penalty: 4598.445312
	Iteration 2F: 3 clusters Score -1752128 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1753149.500000 Penalty: 4598.445312
	Iteration 3F: 3 clusters Score -1753150 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1754854.000000 Penalty: 4598.445312
	Iteration 4F: 3 clusters Score -1754854 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1757278.375000 Penalty: 4598.445312
	Iteration 5F: 3 clusters Score -1757278 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1759324.125000 Penalty: 4598.445312
	Iteration 6F: 3 clusters Score -1759324 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1760982.000000 Penalty: 4598.445312
	Iteration 7F: 3 clusters Score -1760982 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1761992.125000 Penalty: 4598.445312
	Iteration 8Q: 3 clusters Score -1761992 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1762233.000000 Penalty: 4598.445312
	Iteration 9Q: 3 clusters Score -1762233 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1762307.125000 Penalty: 4598.445312
	Iteration 10Q: 3 clusters Score -1762307 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1762344.750000 Penalty: 4598.445312
	Iteration 11Q: 3 clusters Score -1762345 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1762364.500000 Penalty: 4598.445312
	Iteration 12Q: 3 clusters Score -1762364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1762392.750000 Penalty: 4598.445312
	Iteration 13Q: 3 clusters Score -1762393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1762412.750000 Penalty: 4598.445312
	Iteration 14Q: 3 clusters Score -1762413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1762415.125000 Penalty: 4598.445312
	Iteration 15Q: 3 clusters Score -1762415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1762424.875000 Penalty: 4598.445312
	Iteration 16Q: 3 clusters Score -1762425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1762424.250000 Penalty: 4598.445312
	Iteration 17Q: 3 clusters Score -1762424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1762424.250000 Penalty: 4598.445312
	Iteration 18F: 3 clusters Score -1762424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 12753 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 8769 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 14080 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 14026 members 
Mstep: Class 14 contains 56308 members 
Mstep: Class 15 contains 35255 members 
Mstep: Class 16 contains 75938 members 
Mstep: Class 17 contains 63649 members 
Mstep: Class 18 contains 13675 members 
Mstep: Class 19 contains 6193 members 
Mstep: Class 20 contains 481 members 
Mstep: Class 21 contains 55937 members 
Mstep: Class 22 contains 70153 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 35151 members 
Mstep: Class 27 contains 1853 members 
Mstep: Class 28 contains 2094 members 
Mstep: Class 29 contains 14810 members 
Mstep: Class 30 contains 61765 members 
Mstep: Class 31 contains 26341 members 
Mstep: Class 32 contains 7535 members 
Mstep: Class 33 contains 33081 members 
Mstep: Class 34 contains 32153 members 
Mstep: Class 35 contains 4433 members 
Entering Unmasked Estep 
Score: -114908752.000000 Penalty: 116837.523438
Splitting cluster 19 changes total score from -114780624.000000 to -114908752.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 12753 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 8769 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 14080 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 14 contains 56308 members 
Mstep: Class 15 contains 35255 members 
Mstep: Class 16 contains 75938 members 
Mstep: Class 17 contains 63649 members 
Mstep: Class 18 contains 13675 members 
Mstep: Class 19 contains 6193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114932992.000000 Penalty: 116837.523438
Iteration 39Q: 36 clusters Score -1.14933e+08 nChanged 32685
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 727 members 
Mstep: Class 3 contains 13365 members 
Mstep: Class 4 contains 12299 members 
Mstep: Class 5 contains 3517 members 
Mstep: Class 6 contains 9553 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 3793 members 
Mstep: Class 9 contains 5999 members 
Mstep: Class 10 contains 13973 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 1139 members 
Mstep: Class 13 contains 14305 members 
Mstep: Class 14 contains 57331 members 
Mstep: Class 15 contains 36439 members 
Mstep: Class 16 contains 78819 members 
Mstep: Class 17 contains 64857 members 
Mstep: Class 18 contains 13618 members 
Mstep: Class 19 contains 6571 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 52598 members 
Mstep: Class 22 contains 64893 members 
Mstep: Class 23 contains 3197 members 
Mstep: Class 24 contains 4844 members 
Mstep: Class 25 contains 2273 members 
Mstep: Class 26 contains 32851 members 
Mstep: Class 27 contains 1672 members 
Mstep: Class 28 contains 2093 members 
Mstep: Class 29 contains 13933 members 
Mstep: Class 30 contains 62130 members 
Mstep: Class 31 contains 25309 members 
Mstep: Class 32 contains 7533 members 
Mstep: Class 33 contains 34020 members 
Mstep: Class 34 contains 31730 members 
Mstep: Class 35 contains 4473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114950048.000000 Penalty: 116837.523438
Iteration 40F: 36 clusters Score -1.1495e+08 nChanged 24028
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 13325 members 
Mstep: Class 4 contains 12801 members 
Mstep: Class 5 contains 3609 members 
Mstep: Class 6 contains 9824 members 
Mstep: Class 7 contains 14461 members 
Mstep: Class 8 contains 3753 members 
Mstep: Class 9 contains 6493 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 903 members 
Mstep: Class 12 contains 1156 members 
Mstep: Class 13 contains 14907 members 
Mstep: Class 14 contains 56840 members 
Mstep: Class 15 contains 35467 members 
Mstep: Class 16 contains 78264 members 
Mstep: Class 17 contains 64755 members 
Mstep: Class 18 contains 13478 members 
Mstep: Class 19 contains 6573 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 52885 members 
Mstep: Class 22 contains 62573 members 
Mstep: Class 23 contains 3226 members 
Mstep: Class 24 contains 5160 members 
Mstep: Class 25 contains 2176 members 
Mstep: Class 26 contains 31803 members 
Mstep: Class 27 contains 1814 members 
Mstep: Class 28 contains 2093 members 
Mstep: Class 29 contains 13671 members 
Mstep: Class 30 contains 64450 members 
Mstep: Class 31 contains 24884 members 
Mstep: Class 32 contains 7601 members 
Mstep: Class 33 contains 34591 members 
Mstep: Class 34 contains 32642 members 
Mstep: Class 35 contains 4542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114958312.000000 Penalty: 116837.523438
Iteration 41Q: 36 clusters Score -1.149583e+08 nChanged 13798
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 13416 members 
Mstep: Class 4 contains 13235 members 
Mstep: Class 5 contains 3697 members 
Mstep: Class 6 contains 10036 members 
Mstep: Class 7 contains 14633 members 
Mstep: Class 8 contains 3737 members 
Mstep: Class 9 contains 6929 members 
Mstep: Class 10 contains 13732 members 
Mstep: Class 11 contains 869 members 
Mstep: Class 12 contains 1166 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 56443 members 
Mstep: Class 15 contains 34679 members 
Mstep: Class 16 contains 77912 members 
Mstep: Class 17 contains 64624 members 
Mstep: Class 18 contains 13436 members 
Mstep: Class 19 contains 6592 members 
Mstep: Class 20 contains 548 members 
Mstep: Class 21 contains 53433 members 
Mstep: Class 22 contains 60631 members 
Mstep: Class 23 contains 3236 members 
Mstep: Class 24 contains 5364 members 
Mstep: Class 25 contains 2098 members 
Mstep: Class 26 contains 30846 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 2092 members 
Mstep: Class 29 contains 13482 members 
Mstep: Class 30 contains 65954 members 
Mstep: Class 31 contains 24622 members 
Mstep: Class 32 contains 7727 members 
Mstep: Class 33 contains 35006 members 
Mstep: Class 34 contains 33347 members 
Mstep: Class 35 contains 4595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114962504.000000 Penalty: 116837.523438
Iteration 42Q: 36 clusters Score -1.149625e+08 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 13504 members 
Mstep: Class 4 contains 13526 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 10175 members 
Mstep: Class 7 contains 14736 members 
Mstep: Class 8 contains 3724 members 
Mstep: Class 9 contains 7262 members 
Mstep: Class 10 contains 13676 members 
Mstep: Class 11 contains 852 members 
Mstep: Class 12 contains 1170 members 
Mstep: Class 13 contains 15452 members 
Mstep: Class 14 contains 56161 members 
Mstep: Class 15 contains 33974 members 
Mstep: Class 16 contains 77410 members 
Mstep: Class 17 contains 64460 members 
Mstep: Class 18 contains 13451 members 
Mstep: Class 19 contains 6632 members 
Mstep: Class 20 contains 566 members 
Mstep: Class 21 contains 54129 members 
Mstep: Class 22 contains 59061 members 
Mstep: Class 23 contains 3256 members 
Mstep: Class 24 contains 5554 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 30130 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 13361 members 
Mstep: Class 30 contains 67154 members 
Mstep: Class 31 contains 24433 members 
Mstep: Class 32 contains 7898 members 
Mstep: Class 33 contains 35302 members 
Mstep: Class 34 contains 33944 members 
Mstep: Class 35 contains 4612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114965880.000000 Penalty: 116837.523438
Iteration 43Q: 36 clusters Score -1.149659e+08 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 524 members 
Mstep: Class 3 contains 13559 members 
Mstep: Class 4 contains 13756 members 
Mstep: Class 5 contains 3778 members 
Mstep: Class 6 contains 10261 members 
Mstep: Class 7 contains 14791 members 
Mstep: Class 8 contains 3714 members 
Mstep: Class 9 contains 7531 members 
Mstep: Class 10 contains 13651 members 
Mstep: Class 11 contains 848 members 
Mstep: Class 12 contains 1174 members 
Mstep: Class 13 contains 15607 members 
Mstep: Class 14 contains 55896 members 
Mstep: Class 15 contains 33364 members 
Mstep: Class 16 contains 76928 members 
Mstep: Class 17 contains 64204 members 
Mstep: Class 18 contains 13453 members 
Mstep: Class 19 contains 6671 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 54920 members 
Mstep: Class 22 contains 57827 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 5706 members 
Mstep: Class 25 contains 2004 members 
Mstep: Class 26 contains 29458 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 13317 members 
Mstep: Class 30 contains 68107 members 
Mstep: Class 31 contains 24338 members 
Mstep: Class 32 contains 8106 members 
Mstep: Class 33 contains 35567 members 
Mstep: Class 34 contains 34423 members 
Mstep: Class 35 contains 4638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114968768.000000 Penalty: 116837.523438
Iteration 44Q: 36 clusters Score -1.149688e+08 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 520 members 
Mstep: Class 3 contains 13646 members 
Mstep: Class 4 contains 13900 members 
Mstep: Class 5 contains 3807 members 
Mstep: Class 6 contains 10335 members 
Mstep: Class 7 contains 14844 members 
Mstep: Class 8 contains 3709 members 
Mstep: Class 9 contains 7731 members 
Mstep: Class 10 contains 13658 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 15741 members 
Mstep: Class 14 contains 55693 members 
Mstep: Class 15 contains 32875 members 
Mstep: Class 16 contains 76408 members 
Mstep: Class 17 contains 63966 members 
Mstep: Class 18 contains 13449 members 
Mstep: Class 19 contains 6708 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 55833 members 
Mstep: Class 22 contains 56781 members 
Mstep: Class 23 contains 3297 members 
Mstep: Class 24 contains 5805 members 
Mstep: Class 25 contains 1963 members 
Mstep: Class 26 contains 28799 members 
Mstep: Class 27 contains 1854 members 
Mstep: Class 28 contains 2092 members 
Mstep: Class 29 contains 13285 members 
Mstep: Class 30 contains 68819 members 
Mstep: Class 31 contains 24280 members 
Mstep: Class 32 contains 8365 members 
Mstep: Class 33 contains 35747 members 
Mstep: Class 34 contains 34815 members 
Mstep: Class 35 contains 4664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114971288.000000 Penalty: 116837.523438
Iteration 45Q: 36 clusters Score -1.149713e+08 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 517 members 
Mstep: Class 3 contains 13757 members 
Mstep: Class 4 contains 14006 members 
Mstep: Class 5 contains 3835 members 
Mstep: Class 6 contains 10448 members 
Mstep: Class 7 contains 14867 members 
Mstep: Class 8 contains 3706 members 
Mstep: Class 9 contains 7876 members 
Mstep: Class 10 contains 13649 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 15870 members 
Mstep: Class 14 contains 55530 members 
Mstep: Class 15 contains 32454 members 
Mstep: Class 16 contains 75853 members 
Mstep: Class 17 contains 63722 members 
Mstep: Class 18 contains 13453 members 
Mstep: Class 19 contains 6740 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 56591 members 
Mstep: Class 22 contains 55985 members 
Mstep: Class 23 contains 3309 members 
Mstep: Class 24 contains 5876 members 
Mstep: Class 25 contains 1920 members 
Mstep: Class 26 contains 28232 members 
Mstep: Class 27 contains 1884 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 13275 members 
Mstep: Class 30 contains 69357 members 
Mstep: Class 31 contains 24228 members 
Mstep: Class 32 contains 8671 members 
Mstep: Class 33 contains 35871 members 
Mstep: Class 34 contains 35194 members 
Mstep: Class 35 contains 4686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114973312.000000 Penalty: 116837.523438
Iteration 46Q: 36 clusters Score -1.149733e+08 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 515 members 
Mstep: Class 3 contains 13834 members 
Mstep: Class 4 contains 14107 members 
Mstep: Class 5 contains 3857 members 
Mstep: Class 6 contains 10532 members 
Mstep: Class 7 contains 14884 members 
Mstep: Class 8 contains 3707 members 
Mstep: Class 9 contains 8026 members 
Mstep: Class 10 contains 13653 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 15985 members 
Mstep: Class 14 contains 55369 members 
Mstep: Class 15 contains 32078 members 
Mstep: Class 16 contains 75353 members 
Mstep: Class 17 contains 63486 members 
Mstep: Class 18 contains 13440 members 
Mstep: Class 19 contains 6768 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 57239 members 
Mstep: Class 22 contains 55417 members 
Mstep: Class 23 contains 3318 members 
Mstep: Class 24 contains 5918 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 27635 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 13256 members 
Mstep: Class 30 contains 69832 members 
Mstep: Class 31 contains 24210 members 
Mstep: Class 32 contains 8979 members 
Mstep: Class 33 contains 35969 members 
Mstep: Class 34 contains 35544 members 
Mstep: Class 35 contains 4700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114974904.000000 Penalty: 116837.523438
Iteration 47Q: 36 clusters Score -1.149749e+08 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 515 members 
Mstep: Class 3 contains 13969 members 
Mstep: Class 4 contains 14189 members 
Mstep: Class 5 contains 3880 members 
Mstep: Class 6 contains 10596 members 
Mstep: Class 7 contains 14875 members 
Mstep: Class 8 contains 3707 members 
Mstep: Class 9 contains 8138 members 
Mstep: Class 10 contains 13644 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 16079 members 
Mstep: Class 14 contains 55235 members 
Mstep: Class 15 contains 31707 members 
Mstep: Class 16 contains 74900 members 
Mstep: Class 17 contains 63231 members 
Mstep: Class 18 contains 13439 members 
Mstep: Class 19 contains 6789 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 57868 members 
Mstep: Class 22 contains 55038 members 
Mstep: Class 23 contains 3329 members 
Mstep: Class 24 contains 5958 members 
Mstep: Class 25 contains 1861 members 
Mstep: Class 26 contains 27108 members 
Mstep: Class 27 contains 1919 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 13212 members 
Mstep: Class 30 contains 70111 members 
Mstep: Class 31 contains 24211 members 
Mstep: Class 32 contains 9313 members 
Mstep: Class 33 contains 36047 members 
Mstep: Class 34 contains 35856 members 
Mstep: Class 35 contains 4712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114976120.000000 Penalty: 116837.523438
Iteration 48Q: 36 clusters Score -1.149761e+08 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 515 members 
Mstep: Class 3 contains 14049 members 
Mstep: Class 4 contains 14270 members 
Mstep: Class 5 contains 3912 members 
Mstep: Class 6 contains 10639 members 
Mstep: Class 7 contains 14893 members 
Mstep: Class 8 contains 3706 members 
Mstep: Class 9 contains 8246 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 16142 members 
Mstep: Class 14 contains 55109 members 
Mstep: Class 15 contains 31414 members 
Mstep: Class 16 contains 74531 members 
Mstep: Class 17 contains 62962 members 
Mstep: Class 18 contains 13444 members 
Mstep: Class 19 contains 6807 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 58451 members 
Mstep: Class 22 contains 54735 members 
Mstep: Class 23 contains 3340 members 
Mstep: Class 24 contains 5980 members 
Mstep: Class 25 contains 1836 members 
Mstep: Class 26 contains 26618 members 
Mstep: Class 27 contains 1926 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13173 members 
Mstep: Class 30 contains 70329 members 
Mstep: Class 31 contains 24193 members 
Mstep: Class 32 contains 9657 members 
Mstep: Class 33 contains 36105 members 
Mstep: Class 34 contains 36093 members 
Mstep: Class 35 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114977144.000000 Penalty: 116837.523438
Iteration 49Q: 36 clusters Score -1.149771e+08 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 514 members 
Mstep: Class 3 contains 14137 members 
Mstep: Class 4 contains 14320 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 10664 members 
Mstep: Class 7 contains 14919 members 
Mstep: Class 8 contains 3705 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 16207 members 
Mstep: Class 14 contains 55030 members 
Mstep: Class 15 contains 31146 members 
Mstep: Class 16 contains 74202 members 
Mstep: Class 17 contains 62753 members 
Mstep: Class 18 contains 13455 members 
Mstep: Class 19 contains 6834 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 58947 members 
Mstep: Class 22 contains 54467 members 
Mstep: Class 23 contains 3342 members 
Mstep: Class 24 contains 5999 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 26197 members 
Mstep: Class 27 contains 1936 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 13136 members 
Mstep: Class 30 contains 70455 members 
Mstep: Class 31 contains 24179 members 
Mstep: Class 32 contains 10012 members 
Mstep: Class 33 contains 36120 members 
Mstep: Class 34 contains 36307 members 
Mstep: Class 35 contains 4739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114977816.000000 Penalty: 116837.523438
Iteration 50Q: 36 clusters Score -1.149778e+08 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 513 members 
Mstep: Class 3 contains 14231 members 
Mstep: Class 4 contains 14361 members 
Mstep: Class 5 contains 3963 members 
Mstep: Class 6 contains 10678 members 
Mstep: Class 7 contains 14933 members 
Mstep: Class 8 contains 3705 members 
Mstep: Class 9 contains 8399 members 
Mstep: Class 10 contains 13661 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 1189 members 
Mstep: Class 13 contains 16254 members 
Mstep: Class 14 contains 54975 members 
Mstep: Class 15 contains 30926 members 
Mstep: Class 16 contains 73961 members 
Mstep: Class 17 contains 62577 members 
Mstep: Class 18 contains 13458 members 
Mstep: Class 19 contains 6860 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 59425 members 
Mstep: Class 22 contains 54132 members 
Mstep: Class 23 contains 3353 members 
Mstep: Class 24 contains 6023 members 
Mstep: Class 25 contains 1777 members 
Mstep: Class 26 contains 25811 members 
Mstep: Class 27 contains 1939 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13120 members 
Mstep: Class 30 contains 70538 members 
Mstep: Class 31 contains 24162 members 
Mstep: Class 32 contains 10382 members 
Mstep: Class 33 contains 36088 members 
Mstep: Class 34 contains 36515 members 
Mstep: Class 35 contains 4750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114978504.000000 Penalty: 116837.523438
Iteration 51Q: 36 clusters Score -1.149785e+08 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 513 members 
Mstep: Class 3 contains 14345 members 
Mstep: Class 4 contains 14363 members 
Mstep: Class 5 contains 3977 members 
Mstep: Class 6 contains 10698 members 
Mstep: Class 7 contains 14948 members 
Mstep: Class 8 contains 3705 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 10 contains 13658 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 16286 members 
Mstep: Class 14 contains 54956 members 
Mstep: Class 15 contains 30705 members 
Mstep: Class 16 contains 73749 members 
Mstep: Class 17 contains 62432 members 
Mstep: Class 18 contains 13462 members 
Mstep: Class 19 contains 6886 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 59857 members 
Mstep: Class 22 contains 53763 members 
Mstep: Class 23 contains 3359 members 
Mstep: Class 24 contains 6055 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 25465 members 
Mstep: Class 27 contains 1940 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13104 members 
Mstep: Class 30 contains 70591 members 
Mstep: Class 31 contains 24146 members 
Mstep: Class 32 contains 10796 members 
Mstep: Class 33 contains 36032 members 
Mstep: Class 34 contains 36717 members 
Mstep: Class 35 contains 4763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114979536.000000 Penalty: 116837.523438
Iteration 52Q: 36 clusters Score -1.149795e+08 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 513 members 
Mstep: Class 3 contains 14433 members 
Mstep: Class 4 contains 14408 members 
Mstep: Class 5 contains 3986 members 
Mstep: Class 6 contains 10707 members 
Mstep: Class 7 contains 14944 members 
Mstep: Class 8 contains 3703 members 
Mstep: Class 9 contains 8506 members 
Mstep: Class 10 contains 13665 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 16333 members 
Mstep: Class 14 contains 54937 members 
Mstep: Class 15 contains 30497 members 
Mstep: Class 16 contains 73511 members 
Mstep: Class 17 contains 62321 members 
Mstep: Class 18 contains 13469 members 
Mstep: Class 19 contains 6897 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 60268 members 
Mstep: Class 22 contains 53413 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 6079 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 25145 members 
Mstep: Class 27 contains 1940 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13103 members 
Mstep: Class 30 contains 70637 members 
Mstep: Class 31 contains 24128 members 
Mstep: Class 32 contains 11263 members 
Mstep: Class 33 contains 35944 members 
Mstep: Class 34 contains 36890 members 
Mstep: Class 35 contains 4776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114980048.000000 Penalty: 116837.523438
Iteration 53Q: 36 clusters Score -1.1498e+08 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 513 members 
Mstep: Class 3 contains 14509 members 
Mstep: Class 4 contains 14430 members 
Mstep: Class 5 contains 3999 members 
Mstep: Class 6 contains 10742 members 
Mstep: Class 7 contains 14941 members 
Mstep: Class 8 contains 3703 members 
Mstep: Class 9 contains 8564 members 
Mstep: Class 10 contains 13667 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 16375 members 
Mstep: Class 14 contains 54908 members 
Mstep: Class 15 contains 30306 members 
Mstep: Class 16 contains 73346 members 
Mstep: Class 17 contains 62242 members 
Mstep: Class 18 contains 13482 members 
Mstep: Class 19 contains 6928 members 
Mstep: Class 20 contains 573 members 
Mstep: Class 21 contains 60590 members 
Mstep: Class 22 contains 53022 members 
Mstep: Class 23 contains 3360 members 
Mstep: Class 24 contains 6106 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 24860 members 
Mstep: Class 27 contains 1943 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13100 members 
Mstep: Class 30 contains 70669 members 
Mstep: Class 31 contains 24079 members 
Mstep: Class 32 contains 11752 members 
Mstep: Class 33 contains 35834 members 
Mstep: Class 34 contains 37056 members 
Mstep: Class 35 contains 4790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114980712.000000 Penalty: 116837.523438
Iteration 54Q: 36 clusters Score -1.149807e+08 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 513 members 
Mstep: Class 3 contains 14561 members 
Mstep: Class 4 contains 14470 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 10773 members 
Mstep: Class 7 contains 14928 members 
Mstep: Class 8 contains 3704 members 
Mstep: Class 9 contains 8604 members 
Mstep: Class 10 contains 13667 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 16432 members 
Mstep: Class 14 contains 54897 members 
Mstep: Class 15 contains 30135 members 
Mstep: Class 16 contains 73227 members 
Mstep: Class 17 contains 62149 members 
Mstep: Class 18 contains 13486 members 
Mstep: Class 19 contains 6929 members 
Mstep: Class 20 contains 573 members 
Mstep: Class 21 contains 60883 members 
Mstep: Class 22 contains 52637 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 1668 members 
Mstep: Class 26 contains 24585 members 
Mstep: Class 27 contains 1945 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13086 members 
Mstep: Class 30 contains 70712 members 
Mstep: Class 31 contains 24071 members 
Mstep: Class 32 contains 12243 members 
Mstep: Class 33 contains 35719 members 
Mstep: Class 34 contains 37185 members 
Mstep: Class 35 contains 4802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114981256.000000 Penalty: 116837.523438
Iteration 55Q: 36 clusters Score -1.149813e+08 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 513 members 
Mstep: Class 3 contains 14637 members 
Mstep: Class 4 contains 14592 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 10795 members 
Mstep: Class 7 contains 14915 members 
Mstep: Class 8 contains 3701 members 
Mstep: Class 9 contains 8631 members 
Mstep: Class 10 contains 13667 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 16488 members 
Mstep: Class 14 contains 54890 members 
Mstep: Class 15 contains 29931 members 
Mstep: Class 16 contains 73142 members 
Mstep: Class 17 contains 62076 members 
Mstep: Class 18 contains 13492 members 
Mstep: Class 19 contains 6933 members 
Mstep: Class 20 contains 573 members 
Mstep: Class 21 contains 61124 members 
Mstep: Class 22 contains 52206 members 
Mstep: Class 23 contains 3367 members 
Mstep: Class 24 contains 6157 members 
Mstep: Class 25 contains 1654 members 
Mstep: Class 26 contains 24344 members 
Mstep: Class 27 contains 1951 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13077 members 
Mstep: Class 30 contains 70757 members 
Mstep: Class 31 contains 24048 members 
Mstep: Class 32 contains 12734 members 
Mstep: Class 33 contains 35607 members 
Mstep: Class 34 contains 37282 members 
Mstep: Class 35 contains 4806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114981712.000000 Penalty: 116837.523438
Iteration 56Q: 36 clusters Score -1.149817e+08 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 513 members 
Mstep: Class 3 contains 14705 members 
Mstep: Class 4 contains 14668 members 
Mstep: Class 5 contains 3984 members 
Mstep: Class 6 contains 10802 members 
Mstep: Class 7 contains 14897 members 
Mstep: Class 8 contains 3701 members 
Mstep: Class 9 contains 8657 members 
Mstep: Class 10 contains 13663 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 16531 members 
Mstep: Class 14 contains 54885 members 
Mstep: Class 15 contains 29762 members 
Mstep: Class 16 contains 73177 members 
Mstep: Class 17 contains 62001 members 
Mstep: Class 18 contains 13492 members 
Mstep: Class 19 contains 6942 members 
Mstep: Class 20 contains 573 members 
Mstep: Class 21 contains 61306 members 
Mstep: Class 22 contains 51776 members 
Mstep: Class 23 contains 3373 members 
Mstep: Class 24 contains 6188 members 
Mstep: Class 25 contains 1638 members 
Mstep: Class 26 contains 24134 members 
Mstep: Class 27 contains 1960 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13080 members 
Mstep: Class 30 contains 70793 members 
Mstep: Class 31 contains 24008 members 
Mstep: Class 32 contains 13237 members 
Mstep: Class 33 contains 35460 members 
Mstep: Class 34 contains 37368 members 
Mstep: Class 35 contains 4813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114982256.000000 Penalty: 116837.523438
Iteration 57Q: 36 clusters Score -1.149823e+08 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 513 members 
Mstep: Class 3 contains 14776 members 
Mstep: Class 4 contains 14734 members 
Mstep: Class 5 contains 3973 members 
Mstep: Class 6 contains 10818 members 
Mstep: Class 7 contains 14893 members 
Mstep: Class 8 contains 3698 members 
Mstep: Class 9 contains 8653 members 
Mstep: Class 10 contains 13653 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 16587 members 
Mstep: Class 14 contains 54888 members 
Mstep: Class 15 contains 29610 members 
Mstep: Class 16 contains 73237 members 
Mstep: Class 17 contains 61904 members 
Mstep: Class 18 contains 13501 members 
Mstep: Class 19 contains 6947 members 
Mstep: Class 20 contains 573 members 
Mstep: Class 21 contains 61480 members 
Mstep: Class 22 contains 51304 members 
Mstep: Class 23 contains 3373 members 
Mstep: Class 24 contains 6210 members 
Mstep: Class 25 contains 1626 members 
Mstep: Class 26 contains 23938 members 
Mstep: Class 27 contains 1965 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13072 members 
Mstep: Class 30 contains 70822 members 
Mstep: Class 31 contains 23987 members 
Mstep: Class 32 contains 13734 members 
Mstep: Class 33 contains 35349 members 
Mstep: Class 34 contains 37460 members 
Mstep: Class 35 contains 4818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114983104.000000 Penalty: 116837.523438
Iteration 58Q: 36 clusters Score -1.149831e+08 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 513 members 
Mstep: Class 3 contains 14844 members 
Mstep: Class 4 contains 14783 members 
Mstep: Class 5 contains 3966 members 
Mstep: Class 6 contains 10842 members 
Mstep: Class 7 contains 14878 members 
Mstep: Class 8 contains 3697 members 
Mstep: Class 9 contains 8669 members 
Mstep: Class 10 contains 13646 members 
Mstep: Class 11 contains 848 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 16649 members 
Mstep: Class 14 contains 54867 members 
Mstep: Class 15 contains 29458 members 
Mstep: Class 16 contains 73291 members 
Mstep: Class 17 contains 61778 members 
Mstep: Class 18 contains 13503 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 573 members 
Mstep: Class 21 contains 61691 members 
Mstep: Class 22 contains 50877 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 6238 members 
Mstep: Class 25 contains 1611 members 
Mstep: Class 26 contains 23744 members 
Mstep: Class 27 contains 1971 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13070 members 
Mstep: Class 30 contains 70849 members 
Mstep: Class 31 contains 23951 members 
Mstep: Class 32 contains 14270 members 
Mstep: Class 33 contains 35211 members 
Mstep: Class 34 contains 37530 members 
Mstep: Class 35 contains 4821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114984024.000000 Penalty: 116837.523438
Iteration 59Q: 36 clusters Score -1.14984e+08 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 513 members 
Mstep: Class 3 contains 14912 members 
Mstep: Class 4 contains 14841 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 10864 members 
Mstep: Class 7 contains 14875 members 
Mstep: Class 8 contains 3694 members 
Mstep: Class 9 contains 8691 members 
Mstep: Class 10 contains 13640 members 
Mstep: Class 11 contains 848 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 16717 members 
Mstep: Class 14 contains 54850 members 
Mstep: Class 15 contains 29276 members 
Mstep: Class 16 contains 73365 members 
Mstep: Class 17 contains 61653 members 
Mstep: Class 18 contains 13499 members 
Mstep: Class 19 contains 6941 members 
Mstep: Class 20 contains 573 members 
Mstep: Class 21 contains 61877 members 
Mstep: Class 22 contains 50455 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 6258 members 
Mstep: Class 25 contains 1600 members 
Mstep: Class 26 contains 23578 members 
Mstep: Class 27 contains 1970 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13070 members 
Mstep: Class 30 contains 70887 members 
Mstep: Class 31 contains 23920 members 
Mstep: Class 32 contains 14791 members 
Mstep: Class 33 contains 35078 members 
Mstep: Class 34 contains 37586 members 
Mstep: Class 35 contains 4824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114984296.000000 Penalty: 116837.523438
Iteration 60F: 36 clusters Score -1.149843e+08 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 505 members 
Mstep: Class 3 contains 14979 members 
Mstep: Class 4 contains 14879 members 
Mstep: Class 5 contains 3927 members 
Mstep: Class 6 contains 10903 members 
Mstep: Class 7 contains 14863 members 
Mstep: Class 8 contains 3694 members 
Mstep: Class 9 contains 8710 members 
Mstep: Class 10 contains 13634 members 
Mstep: Class 11 contains 848 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 16784 members 
Mstep: Class 14 contains 54837 members 
Mstep: Class 15 contains 29098 members 
Mstep: Class 16 contains 73483 members 
Mstep: Class 17 contains 61540 members 
Mstep: Class 18 contains 13493 members 
Mstep: Class 19 contains 6930 members 
Mstep: Class 20 contains 573 members 
Mstep: Class 21 contains 62027 members 
Mstep: Class 22 contains 50020 members 
Mstep: Class 23 contains 3365 members 
Mstep: Class 24 contains 6278 members 
Mstep: Class 25 contains 1598 members 
Mstep: Class 26 contains 23455 members 
Mstep: Class 27 contains 1991 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13080 members 
Mstep: Class 30 contains 70875 members 
Mstep: Class 31 contains 23897 members 
Mstep: Class 32 contains 15328 members 
Mstep: Class 33 contains 34956 members 
Mstep: Class 34 contains 37602 members 
Mstep: Class 35 contains 4827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114984968.000000 Penalty: 116837.523438
Iteration 61Q: 36 clusters Score -1.14985e+08 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 490 members 
Mstep: Class 3 contains 15028 members 
Mstep: Class 4 contains 14901 members 
Mstep: Class 5 contains 3910 members 
Mstep: Class 6 contains 10955 members 
Mstep: Class 7 contains 14857 members 
Mstep: Class 8 contains 3693 members 
Mstep: Class 9 contains 8721 members 
Mstep: Class 10 contains 13633 members 
Mstep: Class 11 contains 848 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 16863 members 
Mstep: Class 14 contains 54833 members 
Mstep: Class 15 contains 28940 members 
Mstep: Class 16 contains 73582 members 
Mstep: Class 17 contains 61421 members 
Mstep: Class 18 contains 13495 members 
Mstep: Class 19 contains 6912 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 62124 members 
Mstep: Class 22 contains 49657 members 
Mstep: Class 23 contains 3366 members 
Mstep: Class 24 contains 6296 members 
Mstep: Class 25 contains 1588 members 
Mstep: Class 26 contains 23340 members 
Mstep: Class 27 contains 2002 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13078 members 
Mstep: Class 30 contains 70897 members 
Mstep: Class 31 contains 23879 members 
Mstep: Class 32 contains 15862 members 
Mstep: Class 33 contains 34814 members 
Mstep: Class 34 contains 37596 members 
Mstep: Class 35 contains 4832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114986048.000000 Penalty: 116837.523438
Iteration 62Q: 36 clusters Score -1.14986e+08 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 487 members 
Mstep: Class 3 contains 15068 members 
Mstep: Class 4 contains 14919 members 
Mstep: Class 5 contains 3897 members 
Mstep: Class 6 contains 10989 members 
Mstep: Class 7 contains 14835 members 
Mstep: Class 8 contains 3692 members 
Mstep: Class 9 contains 8740 members 
Mstep: Class 10 contains 13645 members 
Mstep: Class 11 contains 848 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 16935 members 
Mstep: Class 14 contains 54846 members 
Mstep: Class 15 contains 28762 members 
Mstep: Class 16 contains 73665 members 
Mstep: Class 17 contains 61280 members 
Mstep: Class 18 contains 13486 members 
Mstep: Class 19 contains 6896 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 62237 members 
Mstep: Class 22 contains 49353 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 6318 members 
Mstep: Class 25 contains 1581 members 
Mstep: Class 26 contains 23245 members 
Mstep: Class 27 contains 1993 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13071 members 
Mstep: Class 30 contains 70921 members 
Mstep: Class 31 contains 23893 members 
Mstep: Class 32 contains 16409 members 
Mstep: Class 33 contains 34640 members 
Mstep: Class 34 contains 37563 members 
Mstep: Class 35 contains 4834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114986488.000000 Penalty: 116837.523438
Iteration 63Q: 36 clusters Score -1.149865e+08 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 485 members 
Mstep: Class 3 contains 15093 members 
Mstep: Class 4 contains 14990 members 
Mstep: Class 5 contains 3877 members 
Mstep: Class 6 contains 11028 members 
Mstep: Class 7 contains 14806 members 
Mstep: Class 8 contains 3690 members 
Mstep: Class 9 contains 8747 members 
Mstep: Class 10 contains 13651 members 
Mstep: Class 11 contains 848 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 17004 members 
Mstep: Class 14 contains 54852 members 
Mstep: Class 15 contains 28610 members 
Mstep: Class 16 contains 73726 members 
Mstep: Class 17 contains 61155 members 
Mstep: Class 18 contains 13478 members 
Mstep: Class 19 contains 6869 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 62284 members 
Mstep: Class 22 contains 49112 members 
Mstep: Class 23 contains 3365 members 
Mstep: Class 24 contains 6339 members 
Mstep: Class 25 contains 1572 members 
Mstep: Class 26 contains 23157 members 
Mstep: Class 27 contains 1990 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13064 members 
Mstep: Class 30 contains 70952 members 
Mstep: Class 31 contains 23887 members 
Mstep: Class 32 contains 16981 members 
Mstep: Class 33 contains 34460 members 
Mstep: Class 34 contains 37506 members 
Mstep: Class 35 contains 4838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114986968.000000 Penalty: 116837.523438
Iteration 64Q: 36 clusters Score -1.14987e+08 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 15104 members 
Mstep: Class 4 contains 15085 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 14785 members 
Mstep: Class 8 contains 3688 members 
Mstep: Class 9 contains 8771 members 
Mstep: Class 10 contains 13653 members 
Mstep: Class 11 contains 848 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 17086 members 
Mstep: Class 14 contains 54851 members 
Mstep: Class 15 contains 28437 members 
Mstep: Class 16 contains 73733 members 
Mstep: Class 17 contains 61070 members 
Mstep: Class 18 contains 13471 members 
Mstep: Class 19 contains 6854 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 62219 members 
Mstep: Class 22 contains 48996 members 
Mstep: Class 23 contains 3365 members 
Mstep: Class 24 contains 6363 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 23074 members 
Mstep: Class 27 contains 1991 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 13063 members 
Mstep: Class 30 contains 70958 members 
Mstep: Class 31 contains 23881 members 
Mstep: Class 32 contains 17582 members 
Mstep: Class 33 contains 34241 members 
Mstep: Class 34 contains 37430 members 
Mstep: Class 35 contains 4837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114987208.000000 Penalty: 116837.523438
Iteration 65Q: 36 clusters Score -1.149872e+08 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 15131 members 
Mstep: Class 4 contains 15166 members 
Mstep: Class 5 contains 3872 members 
Mstep: Class 6 contains 11097 members 
Mstep: Class 7 contains 14733 members 
Mstep: Class 8 contains 3684 members 
Mstep: Class 9 contains 8785 members 
Mstep: Class 10 contains 13658 members 
Mstep: Class 11 contains 849 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 17137 members 
Mstep: Class 14 contains 54859 members 
Mstep: Class 15 contains 28334 members 
Mstep: Class 16 contains 73683 members 
Mstep: Class 17 contains 60989 members 
Mstep: Class 18 contains 13464 members 
Mstep: Class 19 contains 6831 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 62067 members 
Mstep: Class 22 contains 48931 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 6388 members 
Mstep: Class 25 contains 1566 members 
Mstep: Class 26 contains 22976 members 
Mstep: Class 27 contains 1990 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13059 members 
Mstep: Class 30 contains 70974 members 
Mstep: Class 31 contains 23879 members 
Mstep: Class 32 contains 18209 members 
Mstep: Class 33 contains 34046 members 
Mstep: Class 34 contains 37367 members 
Mstep: Class 35 contains 4838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114988320.000000 Penalty: 116837.523438
Iteration 66Q: 36 clusters Score -1.149883e+08 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 483 members 
Mstep: Class 3 contains 15170 members 
Mstep: Class 4 contains 15233 members 
Mstep: Class 5 contains 3878 members 
Mstep: Class 6 contains 11132 members 
Mstep: Class 7 contains 14682 members 
Mstep: Class 8 contains 3680 members 
Mstep: Class 9 contains 8800 members 
Mstep: Class 10 contains 13660 members 
Mstep: Class 11 contains 849 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 17188 members 
Mstep: Class 14 contains 54858 members 
Mstep: Class 15 contains 28222 members 
Mstep: Class 16 contains 73550 members 
Mstep: Class 17 contains 60936 members 
Mstep: Class 18 contains 13456 members 
Mstep: Class 19 contains 6808 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 61921 members 
Mstep: Class 22 contains 48888 members 
Mstep: Class 23 contains 3386 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 1556 members 
Mstep: Class 26 contains 22887 members 
Mstep: Class 27 contains 1996 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13058 members 
Mstep: Class 30 contains 71000 members 
Mstep: Class 31 contains 23890 members 
Mstep: Class 32 contains 18819 members 
Mstep: Class 33 contains 33867 members 
Mstep: Class 34 contains 37327 members 
Mstep: Class 35 contains 4837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114988864.000000 Penalty: 116837.523438
Iteration 67Q: 36 clusters Score -1.149889e+08 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 15197 members 
Mstep: Class 4 contains 15297 members 
Mstep: Class 5 contains 3863 members 
Mstep: Class 6 contains 11190 members 
Mstep: Class 7 contains 14646 members 
Mstep: Class 8 contains 3678 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 13670 members 
Mstep: Class 11 contains 849 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 17237 members 
Mstep: Class 14 contains 54854 members 
Mstep: Class 15 contains 28110 members 
Mstep: Class 16 contains 73380 members 
Mstep: Class 17 contains 60882 members 
Mstep: Class 18 contains 13452 members 
Mstep: Class 19 contains 6790 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 61735 members 
Mstep: Class 22 contains 48840 members 
Mstep: Class 23 contains 3396 members 
Mstep: Class 24 contains 6430 members 
Mstep: Class 25 contains 1546 members 
Mstep: Class 26 contains 22831 members 
Mstep: Class 27 contains 1993 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13060 members 
Mstep: Class 30 contains 71049 members 
Mstep: Class 31 contains 23898 members 
Mstep: Class 32 contains 19462 members 
Mstep: Class 33 contains 33694 members 
Mstep: Class 34 contains 37276 members 
Mstep: Class 35 contains 4839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114989256.000000 Penalty: 116837.523438
Iteration 68Q: 36 clusters Score -1.149893e+08 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 15197 members 
Mstep: Class 4 contains 15379 members 
Mstep: Class 5 contains 3861 members 
Mstep: Class 6 contains 11238 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 3677 members 
Mstep: Class 9 contains 8838 members 
Mstep: Class 10 contains 13686 members 
Mstep: Class 11 contains 849 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 17284 members 
Mstep: Class 14 contains 54853 members 
Mstep: Class 15 contains 27994 members 
Mstep: Class 16 contains 73166 members 
Mstep: Class 17 contains 60855 members 
Mstep: Class 18 contains 13447 members 
Mstep: Class 19 contains 6762 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 61534 members 
Mstep: Class 22 contains 48798 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 6448 members 
Mstep: Class 25 contains 1534 members 
Mstep: Class 26 contains 22809 members 
Mstep: Class 27 contains 1990 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13060 members 
Mstep: Class 30 contains 71094 members 
Mstep: Class 31 contains 23894 members 
Mstep: Class 32 contains 20095 members 
Mstep: Class 33 contains 33513 members 
Mstep: Class 34 contains 37249 members 
Mstep: Class 35 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114989808.000000 Penalty: 116837.523438
Iteration 69Q: 36 clusters Score -1.149898e+08 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 15185 members 
Mstep: Class 4 contains 15443 members 
Mstep: Class 5 contains 3850 members 
Mstep: Class 6 contains 11297 members 
Mstep: Class 7 contains 14570 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 8864 members 
Mstep: Class 10 contains 13693 members 
Mstep: Class 11 contains 849 members 
Mstep: Class 12 contains 1192 members 
Mstep: Class 13 contains 17323 members 
Mstep: Class 14 contains 54858 members 
Mstep: Class 15 contains 27888 members 
Mstep: Class 16 contains 72992 members 
Mstep: Class 17 contains 60861 members 
Mstep: Class 18 contains 13441 members 
Mstep: Class 19 contains 6730 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 61311 members 
Mstep: Class 22 contains 48776 members 
Mstep: Class 23 contains 3402 members 
Mstep: Class 24 contains 6462 members 
Mstep: Class 25 contains 1518 members 
Mstep: Class 26 contains 22776 members 
Mstep: Class 27 contains 1990 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13055 members 
Mstep: Class 30 contains 71127 members 
Mstep: Class 31 contains 23903 members 
Mstep: Class 32 contains 20696 members 
Mstep: Class 33 contains 33342 members 
Mstep: Class 34 contains 37219 members 
Mstep: Class 35 contains 4858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114990128.000000 Penalty: 116837.523438
Iteration 70Q: 36 clusters Score -1.149901e+08 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 15178 members 
Mstep: Class 4 contains 15505 members 
Mstep: Class 5 contains 3851 members 
Mstep: Class 6 contains 11347 members 
Mstep: Class 7 contains 14537 members 
Mstep: Class 8 contains 3674 members 
Mstep: Class 9 contains 8887 members 
Mstep: Class 10 contains 13697 members 
Mstep: Class 11 contains 849 members 
Mstep: Class 12 contains 1192 members 
Mstep: Class 13 contains 17365 members 
Mstep: Class 14 contains 54862 members 
Mstep: Class 15 contains 27766 members 
Mstep: Class 16 contains 72878 members 
Mstep: Class 17 contains 60852 members 
Mstep: Class 18 contains 13432 members 
Mstep: Class 19 contains 6699 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 61057 members 
Mstep: Class 22 contains 48776 members 
Mstep: Class 23 contains 3409 members 
Mstep: Class 24 contains 6474 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 22757 members 
Mstep: Class 27 contains 1994 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13051 members 
Mstep: Class 30 contains 71170 members 
Mstep: Class 31 contains 23907 members 
Mstep: Class 32 contains 21246 members 
Mstep: Class 33 contains 33175 members 
Mstep: Class 34 contains 37189 members 
Mstep: Class 35 contains 4866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114990776.000000 Penalty: 116837.523438
Iteration 71Q: 36 clusters Score -1.149908e+08 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 15166 members 
Mstep: Class 4 contains 15564 members 
Mstep: Class 5 contains 3852 members 
Mstep: Class 6 contains 11387 members 
Mstep: Class 7 contains 14505 members 
Mstep: Class 8 contains 3673 members 
Mstep: Class 9 contains 8906 members 
Mstep: Class 10 contains 13709 members 
Mstep: Class 11 contains 850 members 
Mstep: Class 12 contains 1192 members 
Mstep: Class 13 contains 17420 members 
Mstep: Class 14 contains 54865 members 
Mstep: Class 15 contains 27628 members 
Mstep: Class 16 contains 72738 members 
Mstep: Class 17 contains 60845 members 
Mstep: Class 18 contains 13426 members 
Mstep: Class 19 contains 6674 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 60840 members 
Mstep: Class 22 contains 48788 members 
Mstep: Class 23 contains 3413 members 
Mstep: Class 24 contains 6483 members 
Mstep: Class 25 contains 1503 members 
Mstep: Class 26 contains 22753 members 
Mstep: Class 27 contains 1997 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13039 members 
Mstep: Class 30 contains 71225 members 
Mstep: Class 31 contains 23897 members 
Mstep: Class 32 contains 21793 members 
Mstep: Class 33 contains 32995 members 
Mstep: Class 34 contains 37156 members 
Mstep: Class 35 contains 4873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114990800.000000 Penalty: 116837.523438
Iteration 72Q: 36 clusters Score -1.149908e+08 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 15144 members 
Mstep: Class 4 contains 15616 members 
Mstep: Class 5 contains 3843 members 
Mstep: Class 6 contains 11424 members 
Mstep: Class 7 contains 14488 members 
Mstep: Class 8 contains 3670 members 
Mstep: Class 9 contains 8943 members 
Mstep: Class 10 contains 13717 members 
Mstep: Class 11 contains 850 members 
Mstep: Class 12 contains 1192 members 
Mstep: Class 13 contains 17467 members 
Mstep: Class 14 contains 54855 members 
Mstep: Class 15 contains 27505 members 
Mstep: Class 16 contains 72670 members 
Mstep: Class 17 contains 60809 members 
Mstep: Class 18 contains 13414 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 60588 members 
Mstep: Class 22 contains 48847 members 
Mstep: Class 23 contains 3413 members 
Mstep: Class 24 contains 6494 members 
Mstep: Class 25 contains 1494 members 
Mstep: Class 26 contains 22735 members 
Mstep: Class 27 contains 2000 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13034 members 
Mstep: Class 30 contains 71253 members 
Mstep: Class 31 contains 23881 members 
Mstep: Class 32 contains 22278 members 
Mstep: Class 33 contains 32857 members 
Mstep: Class 34 contains 37141 members 
Mstep: Class 35 contains 4881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114991184.000000 Penalty: 116837.523438
Iteration 73Q: 36 clusters Score -1.149912e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 15126 members 
Mstep: Class 4 contains 15667 members 
Mstep: Class 5 contains 3833 members 
Mstep: Class 6 contains 11454 members 
Mstep: Class 7 contains 14480 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 8985 members 
Mstep: Class 10 contains 13722 members 
Mstep: Class 11 contains 850 members 
Mstep: Class 12 contains 1192 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 54833 members 
Mstep: Class 15 contains 27365 members 
Mstep: Class 16 contains 72560 members 
Mstep: Class 17 contains 60775 members 
Mstep: Class 18 contains 13404 members 
Mstep: Class 19 contains 6639 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 60354 members 
Mstep: Class 22 contains 48895 members 
Mstep: Class 23 contains 3419 members 
Mstep: Class 24 contains 6500 members 
Mstep: Class 25 contains 1484 members 
Mstep: Class 26 contains 22722 members 
Mstep: Class 27 contains 2005 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 71292 members 
Mstep: Class 31 contains 23874 members 
Mstep: Class 32 contains 22769 members 
Mstep: Class 33 contains 32740 members 
Mstep: Class 34 contains 37121 members 
Mstep: Class 35 contains 4887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114991336.000000 Penalty: 116837.523438
Iteration 74Q: 36 clusters Score -1.149913e+08 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 15113 members 
Mstep: Class 4 contains 15713 members 
Mstep: Class 5 contains 3833 members 
Mstep: Class 6 contains 11484 members 
Mstep: Class 7 contains 14474 members 
Mstep: Class 8 contains 3661 members 
Mstep: Class 9 contains 9033 members 
Mstep: Class 10 contains 13725 members 
Mstep: Class 11 contains 850 members 
Mstep: Class 12 contains 1192 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 54814 members 
Mstep: Class 15 contains 27247 members 
Mstep: Class 16 contains 72437 members 
Mstep: Class 17 contains 60760 members 
Mstep: Class 18 contains 13403 members 
Mstep: Class 19 contains 6628 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 60095 members 
Mstep: Class 22 contains 48967 members 
Mstep: Class 23 contains 3425 members 
Mstep: Class 24 contains 6509 members 
Mstep: Class 25 contains 1478 members 
Mstep: Class 26 contains 22679 members 
Mstep: Class 27 contains 2011 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13018 members 
Mstep: Class 30 contains 71314 members 
Mstep: Class 31 contains 23881 members 
Mstep: Class 32 contains 23237 members 
Mstep: Class 33 contains 32617 members 
Mstep: Class 34 contains 37094 members 
Mstep: Class 35 contains 4890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114991688.000000 Penalty: 116837.523438
Iteration 75Q: 36 clusters Score -1.149917e+08 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 15097 members 
Mstep: Class 4 contains 15755 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 11522 members 
Mstep: Class 7 contains 14463 members 
Mstep: Class 8 contains 3661 members 
Mstep: Class 9 contains 9084 members 
Mstep: Class 10 contains 13734 members 
Mstep: Class 11 contains 850 members 
Mstep: Class 12 contains 1192 members 
Mstep: Class 13 contains 17618 members 
Mstep: Class 14 contains 54796 members 
Mstep: Class 15 contains 27137 members 
Mstep: Class 16 contains 72315 members 
Mstep: Class 17 contains 60733 members 
Mstep: Class 18 contains 13403 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 59814 members 
Mstep: Class 22 contains 49074 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 6513 members 
Mstep: Class 25 contains 1480 members 
Mstep: Class 26 contains 22632 members 
Mstep: Class 27 contains 2010 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13010 members 
Mstep: Class 30 contains 71346 members 
Mstep: Class 31 contains 23891 members 
Mstep: Class 32 contains 23702 members 
Mstep: Class 33 contains 32493 members 
Mstep: Class 34 contains 37084 members 
Mstep: Class 35 contains 4888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114992184.000000 Penalty: 116837.523438
Iteration 76Q: 36 clusters Score -1.149922e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 15062 members 
Mstep: Class 4 contains 15805 members 
Mstep: Class 5 contains 3807 members 
Mstep: Class 6 contains 11564 members 
Mstep: Class 7 contains 14446 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 9134 members 
Mstep: Class 10 contains 13746 members 
Mstep: Class 11 contains 850 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 17666 members 
Mstep: Class 14 contains 54787 members 
Mstep: Class 15 contains 27033 members 
Mstep: Class 16 contains 72275 members 
Mstep: Class 17 contains 60735 members 
Mstep: Class 18 contains 13401 members 
Mstep: Class 19 contains 6590 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 59563 members 
Mstep: Class 22 contains 49141 members 
Mstep: Class 23 contains 3439 members 
Mstep: Class 24 contains 6518 members 
Mstep: Class 25 contains 1480 members 
Mstep: Class 26 contains 22579 members 
Mstep: Class 27 contains 2011 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 13000 members 
Mstep: Class 30 contains 71363 members 
Mstep: Class 31 contains 23877 members 
Mstep: Class 32 contains 24100 members 
Mstep: Class 33 contains 32374 members 
Mstep: Class 34 contains 37078 members 
Mstep: Class 35 contains 4886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114992336.000000 Penalty: 116837.523438
Iteration 77Q: 36 clusters Score -1.149923e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 15024 members 
Mstep: Class 4 contains 15848 members 
Mstep: Class 5 contains 3787 members 
Mstep: Class 6 contains 11604 members 
Mstep: Class 7 contains 14428 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 9182 members 
Mstep: Class 10 contains 13759 members 
Mstep: Class 11 contains 850 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 17710 members 
Mstep: Class 14 contains 54779 members 
Mstep: Class 15 contains 26920 members 
Mstep: Class 16 contains 72183 members 
Mstep: Class 17 contains 60727 members 
Mstep: Class 18 contains 13402 members 
Mstep: Class 19 contains 6571 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 59344 members 
Mstep: Class 22 contains 49237 members 
Mstep: Class 23 contains 3440 members 
Mstep: Class 24 contains 6526 members 
Mstep: Class 25 contains 1477 members 
Mstep: Class 26 contains 22544 members 
Mstep: Class 27 contains 2013 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 12987 members 
Mstep: Class 30 contains 71375 members 
Mstep: Class 31 contains 23881 members 
Mstep: Class 32 contains 24499 members 
Mstep: Class 33 contains 32260 members 
Mstep: Class 34 contains 37066 members 
Mstep: Class 35 contains 4885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114992488.000000 Penalty: 116837.523438
Iteration 78Q: 36 clusters Score -1.149925e+08 nChanged 1753
Entering ConstructFrom: 
Score: -114992488.000000 Penalty: 116837.523438
Entering ConstructFrom: 
Trying to split cluster 1 (4748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Entering Unmasked Estep 
Score: -776485.812500 Penalty: 2099.438721
	Iteration 0F: 2 clusters Score -776485.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -772196.062500 Penalty: 4198.877441
	Iteration 0F: 3 clusters Score -772196.1 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -773242.375000 Penalty: 4198.877441
	Iteration 1F: 3 clusters Score -773242.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -773575.875000 Penalty: 4198.877441
	Iteration 2F: 3 clusters Score -773575.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -774014.187500 Penalty: 4198.877441
	Iteration 3F: 3 clusters Score -774014.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -774891.750000 Penalty: 4198.877441
	Iteration 4F: 3 clusters Score -774891.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -776489.125000 Penalty: 4198.877441
	Iteration 5F: 3 clusters Score -776489.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -778482.062500 Penalty: 4198.877441
	Iteration 6F: 3 clusters Score -778482.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -779632.687500 Penalty: 4198.877441
	Iteration 7F: 3 clusters Score -779632.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -779838.937500 Penalty: 4198.877441
	Iteration 8Q: 3 clusters Score -779838.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -779857.687500 Penalty: 4198.877441
	Iteration 9Q: 3 clusters Score -779857.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -779860.062500 Penalty: 4198.877441
	Iteration 10Q: 3 clusters Score -779860.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -779860.062500 Penalty: 4198.877441
	Iteration 11F: 3 clusters Score -779860.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 15010 members 
Mstep: Class 4 contains 15877 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 11642 members 
Mstep: Class 7 contains 14407 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 9227 members 
Mstep: Class 10 contains 13776 members 
Mstep: Class 11 contains 850 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 17744 members 
Mstep: Class 14 contains 54783 members 
Mstep: Class 15 contains 26825 members 
Mstep: Class 16 contains 72146 members 
Mstep: Class 17 contains 60733 members 
Mstep: Class 18 contains 13399 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 59097 members 
Mstep: Class 22 contains 49325 members 
Mstep: Class 23 contains 3440 members 
Mstep: Class 24 contains 6537 members 
Mstep: Class 25 contains 1471 members 
Mstep: Class 26 contains 22501 members 
Mstep: Class 27 contains 2013 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 12983 members 
Mstep: Class 30 contains 71377 members 
Mstep: Class 31 contains 23881 members 
Mstep: Class 32 contains 24855 members 
Mstep: Class 33 contains 32132 members 
Mstep: Class 34 contains 37041 members 
Mstep: Class 35 contains 4889 members 
Mstep: Class 36 contains 2316 members 
Entering Unmasked Estep 
Score: -114994600.000000 Penalty: 120175.742188
Splitting cluster 1 changes total score from -114992488.000000 to -114994600.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -65437.441406 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -65437.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -64221.699219 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -64221.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -64567.960938 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -64567.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64707.804688 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -64707.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -64778.175781 Penalty: 3059.088379
	Iteration 3F: 3 clusters Score -64778.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -64863.203125 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -64863.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -64959.449219 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -64959.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -65028.007812 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -65028.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -65056.714844 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -65056.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -65064.144531 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -65064.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -65065.109375 Penalty: 3059.088379
	Iteration 9F: 3 clusters Score -65065.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -65122.527344 Penalty: 3059.088379
	Iteration 10Q: 3 clusters Score -65122.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -65129.375000 Penalty: 3059.088379
	Iteration 11Q: 3 clusters Score -65129.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -65129.375000 Penalty: 3059.088379
	Iteration 12F: 3 clusters Score -65129.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Entering Unmasked Estep 
Score: -2402910.000000 Penalty: 2384.885010
	Iteration 0F: 2 clusters Score -2402910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2392000.000000 Penalty: 4769.770020
	Iteration 0F: 3 clusters Score -2392000 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2395754.500000 Penalty: 4769.770020
	Iteration 1F: 3 clusters Score -2395754 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2396351.250000 Penalty: 4769.770020
	Iteration 2F: 3 clusters Score -2396351 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2396960.250000 Penalty: 4769.770020
	Iteration 3F: 3 clusters Score -2396960 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2397639.250000 Penalty: 4769.770020
	Iteration 4F: 3 clusters Score -2397639 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2398320.000000 Penalty: 4769.770020
	Iteration 5F: 3 clusters Score -2398320 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2399040.500000 Penalty: 4769.770020
	Iteration 6F: 3 clusters Score -2399040 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2399625.500000 Penalty: 4769.770020
	Iteration 7F: 3 clusters Score -2399626 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2400040.500000 Penalty: 4769.770020
	Iteration 8Q: 3 clusters Score -2400040 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2400385.000000 Penalty: 4769.770020
	Iteration 9Q: 3 clusters Score -2400385 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2400600.250000 Penalty: 4769.770020
	Iteration 10Q: 3 clusters Score -2400600 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2400745.250000 Penalty: 4769.770020
	Iteration 11Q: 3 clusters Score -2400745 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2400850.500000 Penalty: 4769.770020
	Iteration 12Q: 3 clusters Score -2400850 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2400911.250000 Penalty: 4769.770020
	Iteration 13Q: 3 clusters Score -2400911 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2400962.250000 Penalty: 4769.770020
	Iteration 14Q: 3 clusters Score -2400962 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2400997.000000 Penalty: 4769.770020
	Iteration 15Q: 3 clusters Score -2400997 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2401038.750000 Penalty: 4769.770020
	Iteration 16Q: 3 clusters Score -2401039 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2401071.000000 Penalty: 4769.770020
	Iteration 17Q: 3 clusters Score -2401071 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2401115.000000 Penalty: 4769.770020
	Iteration 18Q: 3 clusters Score -2401115 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2401140.000000 Penalty: 4769.770020
	Iteration 19Q: 3 clusters Score -2401140 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2401157.750000 Penalty: 4769.770020
	Iteration 20F: 3 clusters Score -2401158 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2401189.750000 Penalty: 4769.770020
	Iteration 21Q: 3 clusters Score -2401190 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2401202.250000 Penalty: 4769.770020
	Iteration 22Q: 3 clusters Score -2401202 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2401212.250000 Penalty: 4769.770020
	Iteration 23Q: 3 clusters Score -2401212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2401224.250000 Penalty: 4769.770020
	Iteration 24Q: 3 clusters Score -2401224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2401233.000000 Penalty: 4769.770020
	Iteration 25Q: 3 clusters Score -2401233 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2401253.000000 Penalty: 4769.770020
	Iteration 26Q: 3 clusters Score -2401253 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2401264.000000 Penalty: 4769.770020
	Iteration 27Q: 3 clusters Score -2401264 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2401281.500000 Penalty: 4769.770020
	Iteration 28Q: 3 clusters Score -2401282 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2401289.250000 Penalty: 4769.770020
	Iteration 29Q: 3 clusters Score -2401289 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2401314.250000 Penalty: 4769.770020
	Iteration 30Q: 3 clusters Score -2401314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2401324.500000 Penalty: 4769.770020
	Iteration 31Q: 3 clusters Score -2401324 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2401334.750000 Penalty: 4769.770020
	Iteration 32Q: 3 clusters Score -2401335 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2401343.750000 Penalty: 4769.770020
	Iteration 33Q: 3 clusters Score -2401344 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2401359.750000 Penalty: 4769.770020
	Iteration 34Q: 3 clusters Score -2401360 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2401366.000000 Penalty: 4769.770020
	Iteration 35Q: 3 clusters Score -2401366 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2401377.500000 Penalty: 4769.770020
	Iteration 36Q: 3 clusters Score -2401378 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2401395.000000 Penalty: 4769.770020
	Iteration 37Q: 3 clusters Score -2401395 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2401417.750000 Penalty: 4769.770020
	Iteration 38Q: 3 clusters Score -2401418 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2401438.250000 Penalty: 4769.770020
	Iteration 39Q: 3 clusters Score -2401438 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2401457.750000 Penalty: 4769.770020
	Iteration 40F: 3 clusters Score -2401458 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2401481.250000 Penalty: 4769.770020
	Iteration 41Q: 3 clusters Score -2401481 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2401502.750000 Penalty: 4769.770020
	Iteration 42Q: 3 clusters Score -2401503 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2401515.750000 Penalty: 4769.770020
	Iteration 43Q: 3 clusters Score -2401516 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2401528.000000 Penalty: 4769.770020
	Iteration 44Q: 3 clusters Score -2401528 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2401547.000000 Penalty: 4769.770020
	Iteration 45Q: 3 clusters Score -2401547 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2401548.750000 Penalty: 4769.770020
	Iteration 46Q: 3 clusters Score -2401549 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2401558.000000 Penalty: 4769.770020
	Iteration 47Q: 3 clusters Score -2401558 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2401570.000000 Penalty: 4769.770020
	Iteration 48Q: 3 clusters Score -2401570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2401579.000000 Penalty: 4769.770020
	Iteration 49Q: 3 clusters Score -2401579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2401583.000000 Penalty: 4769.770020
	Iteration 50Q: 3 clusters Score -2401583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2401588.500000 Penalty: 4769.770020
	Iteration 51Q: 3 clusters Score -2401588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2401584.500000 Penalty: 4769.770020
	Iteration 52Q: 3 clusters Score -2401584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2401586.000000 Penalty: 4769.770020
	Iteration 53Q: 3 clusters Score -2401586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2401590.750000 Penalty: 4769.770020
	Iteration 54Q: 3 clusters Score -2401591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2401594.500000 Penalty: 4769.770020
	Iteration 55Q: 3 clusters Score -2401594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2401597.250000 Penalty: 4769.770020
	Iteration 56Q: 3 clusters Score -2401597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2401598.000000 Penalty: 4769.770020
	Iteration 57Q: 3 clusters Score -2401598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2401604.000000 Penalty: 4769.770020
	Iteration 58Q: 3 clusters Score -2401604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2401602.500000 Penalty: 4769.770020
	Iteration 59Q: 3 clusters Score -2401602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2401599.500000 Penalty: 4769.770020
	Iteration 60F: 3 clusters Score -2401600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2401600.750000 Penalty: 4769.770020
	Iteration 61Q: 3 clusters Score -2401601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2401604.750000 Penalty: 4769.770020
	Iteration 62Q: 3 clusters Score -2401605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2401603.500000 Penalty: 4769.770020
	Iteration 63Q: 3 clusters Score -2401604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2401601.000000 Penalty: 4769.770020
	Iteration 64Q: 3 clusters Score -2401601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2401611.500000 Penalty: 4769.770020
	Iteration 65Q: 3 clusters Score -2401612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2401609.750000 Penalty: 4769.770020
	Iteration 66Q: 3 clusters Score -2401610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2401612.000000 Penalty: 4769.770020
	Iteration 67Q: 3 clusters Score -2401612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2401612.000000 Penalty: 4769.770020
	Iteration 68F: 3 clusters Score -2401612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Entering Unmasked Estep 
Score: -2553239.250000 Penalty: 2398.811279
	Iteration 0F: 2 clusters Score -2553239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2541842.000000 Penalty: 4797.622559
	Iteration 0F: 3 clusters Score -2541842 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2545476.750000 Penalty: 4797.622559
	Iteration 1F: 3 clusters Score -2545477 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2545972.000000 Penalty: 4797.622559
	Iteration 2F: 3 clusters Score -2545972 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2546567.000000 Penalty: 4797.622559
	Iteration 3F: 3 clusters Score -2546567 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2547248.750000 Penalty: 4797.622559
	Iteration 4F: 3 clusters Score -2547249 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2547912.500000 Penalty: 4797.622559
	Iteration 5F: 3 clusters Score -2547912 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2548563.250000 Penalty: 4797.622559
	Iteration 6F: 3 clusters Score -2548563 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2549224.750000 Penalty: 4797.622559
	Iteration 7F: 3 clusters Score -2549225 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2549853.500000 Penalty: 4797.622559
	Iteration 8F: 3 clusters Score -2549854 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2550345.000000 Penalty: 4797.622559
	Iteration 9Q: 3 clusters Score -2550345 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2550718.500000 Penalty: 4797.622559
	Iteration 10Q: 3 clusters Score -2550718 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2550965.000000 Penalty: 4797.622559
	Iteration 11Q: 3 clusters Score -2550965 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2551120.750000 Penalty: 4797.622559
	Iteration 12Q: 3 clusters Score -2551121 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2551251.250000 Penalty: 4797.622559
	Iteration 13Q: 3 clusters Score -2551251 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2551311.250000 Penalty: 4797.622559
	Iteration 14Q: 3 clusters Score -2551311 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2551362.750000 Penalty: 4797.622559
	Iteration 15Q: 3 clusters Score -2551363 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2551402.500000 Penalty: 4797.622559
	Iteration 16Q: 3 clusters Score -2551402 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2551430.250000 Penalty: 4797.622559
	Iteration 17Q: 3 clusters Score -2551430 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2551450.500000 Penalty: 4797.622559
	Iteration 18Q: 3 clusters Score -2551450 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2551478.000000 Penalty: 4797.622559
	Iteration 19Q: 3 clusters Score -2551478 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2551481.000000 Penalty: 4797.622559
	Iteration 20F: 3 clusters Score -2551481 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2551499.250000 Penalty: 4797.622559
	Iteration 21Q: 3 clusters Score -2551499 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2551505.000000 Penalty: 4797.622559
	Iteration 22Q: 3 clusters Score -2551505 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2551514.250000 Penalty: 4797.622559
	Iteration 23Q: 3 clusters Score -2551514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2551523.750000 Penalty: 4797.622559
	Iteration 24Q: 3 clusters Score -2551524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2551526.000000 Penalty: 4797.622559
	Iteration 25Q: 3 clusters Score -2551526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2551539.250000 Penalty: 4797.622559
	Iteration 26Q: 3 clusters Score -2551539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2551537.000000 Penalty: 4797.622559
	Iteration 27Q: 3 clusters Score -2551537 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2551546.500000 Penalty: 4797.622559
	Iteration 28Q: 3 clusters Score -2551546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2551558.500000 Penalty: 4797.622559
	Iteration 29Q: 3 clusters Score -2551558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2551573.250000 Penalty: 4797.622559
	Iteration 30Q: 3 clusters Score -2551573 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2551579.000000 Penalty: 4797.622559
	Iteration 31Q: 3 clusters Score -2551579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2551579.750000 Penalty: 4797.622559
	Iteration 32Q: 3 clusters Score -2551580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2551583.000000 Penalty: 4797.622559
	Iteration 33Q: 3 clusters Score -2551583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2551597.000000 Penalty: 4797.622559
	Iteration 34Q: 3 clusters Score -2551597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2551598.750000 Penalty: 4797.622559
	Iteration 35Q: 3 clusters Score -2551599 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2551605.250000 Penalty: 4797.622559
	Iteration 36Q: 3 clusters Score -2551605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2551599.250000 Penalty: 4797.622559
	Iteration 37Q: 3 clusters Score -2551599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2551605.000000 Penalty: 4797.622559
	Iteration 38Q: 3 clusters Score -2551605 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2551604.250000 Penalty: 4797.622559
	Iteration 39Q: 3 clusters Score -2551604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2551616.250000 Penalty: 4797.622559
	Iteration 40F: 3 clusters Score -2551616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2551623.500000 Penalty: 4797.622559
	Iteration 41Q: 3 clusters Score -2551624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2551619.500000 Penalty: 4797.622559
	Iteration 42Q: 3 clusters Score -2551620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2551634.000000 Penalty: 4797.622559
	Iteration 43Q: 3 clusters Score -2551634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2551640.500000 Penalty: 4797.622559
	Iteration 44Q: 3 clusters Score -2551640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2551642.250000 Penalty: 4797.622559
	Iteration 45Q: 3 clusters Score -2551642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2551641.750000 Penalty: 4797.622559
	Iteration 46Q: 3 clusters Score -2551642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2551650.000000 Penalty: 4797.622559
	Iteration 47Q: 3 clusters Score -2551650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2551652.750000 Penalty: 4797.622559
	Iteration 48Q: 3 clusters Score -2551653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2551652.000000 Penalty: 4797.622559
	Iteration 49Q: 3 clusters Score -2551652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2551653.250000 Penalty: 4797.622559
	Iteration 50Q: 3 clusters Score -2551653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2551656.000000 Penalty: 4797.622559
	Iteration 51Q: 3 clusters Score -2551656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2551661.750000 Penalty: 4797.622559
	Iteration 52Q: 3 clusters Score -2551662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2551671.250000 Penalty: 4797.622559
	Iteration 53Q: 3 clusters Score -2551671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2551672.500000 Penalty: 4797.622559
	Iteration 54Q: 3 clusters Score -2551672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2551670.500000 Penalty: 4797.622559
	Iteration 55Q: 3 clusters Score -2551670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2551672.000000 Penalty: 4797.622559
	Iteration 56Q: 3 clusters Score -2551672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2551674.250000 Penalty: 4797.622559
	Iteration 57Q: 3 clusters Score -2551674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2551682.000000 Penalty: 4797.622559
	Iteration 58Q: 3 clusters Score -2551682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2551681.500000 Penalty: 4797.622559
	Iteration 59Q: 3 clusters Score -2551682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2551681.250000 Penalty: 4797.622559
	Iteration 60F: 3 clusters Score -2551681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2551684.000000 Penalty: 4797.622559
	Iteration 61Q: 3 clusters Score -2551684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2551685.000000 Penalty: 4797.622559
	Iteration 62Q: 3 clusters Score -2551685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2551678.750000 Penalty: 4797.622559
	Iteration 63Q: 3 clusters Score -2551679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2551684.500000 Penalty: 4797.622559
	Iteration 64Q: 3 clusters Score -2551684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2551681.250000 Penalty: 4797.622559
	Iteration 65Q: 3 clusters Score -2551681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2551677.750000 Penalty: 4797.622559
	Iteration 66Q: 3 clusters Score -2551678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2551683.750000 Penalty: 4797.622559
	Iteration 67Q: 3 clusters Score -2551684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2551684.750000 Penalty: 4797.622559
	Iteration 68Q: 3 clusters Score -2551685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2551681.500000 Penalty: 4797.622559
	Iteration 69Q: 3 clusters Score -2551682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2551681.500000 Penalty: 4797.622559
	Iteration 70F: 3 clusters Score -2551682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Entering Unmasked Estep 
Score: -622578.250000 Penalty: 2042.960327
	Iteration 0F: 2 clusters Score -622578.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -618820.562500 Penalty: 4085.920654
	Iteration 0F: 3 clusters Score -618820.6 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -619627.812500 Penalty: 4085.920654
	Iteration 1F: 3 clusters Score -619627.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -619801.375000 Penalty: 4085.920654
	Iteration 2F: 3 clusters Score -619801.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -619912.812500 Penalty: 4085.920654
	Iteration 3Q: 3 clusters Score -619912.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -619984.750000 Penalty: 4085.920654
	Iteration 4Q: 3 clusters Score -619984.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -620040.000000 Penalty: 4085.920654
	Iteration 5Q: 3 clusters Score -620040 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -620090.250000 Penalty: 4085.920654
	Iteration 6Q: 3 clusters Score -620090.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -620144.687500 Penalty: 4085.920654
	Iteration 7Q: 3 clusters Score -620144.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -620209.062500 Penalty: 4085.920654
	Iteration 8Q: 3 clusters Score -620209.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -620278.625000 Penalty: 4085.920654
	Iteration 9Q: 3 clusters Score -620278.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -620336.812500 Penalty: 4085.920654
	Iteration 10Q: 3 clusters Score -620336.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -620401.625000 Penalty: 4085.920654
	Iteration 11Q: 3 clusters Score -620401.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -620461.500000 Penalty: 4085.920654
	Iteration 12Q: 3 clusters Score -620461.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -620508.250000 Penalty: 4085.920654
	Iteration 13Q: 3 clusters Score -620508.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -620546.875000 Penalty: 4085.920654
	Iteration 14Q: 3 clusters Score -620546.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -620581.687500 Penalty: 4085.920654
	Iteration 15Q: 3 clusters Score -620581.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -620624.187500 Penalty: 4085.920654
	Iteration 16Q: 3 clusters Score -620624.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -620672.062500 Penalty: 4085.920654
	Iteration 17Q: 3 clusters Score -620672.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -620712.812500 Penalty: 4085.920654
	Iteration 18Q: 3 clusters Score -620712.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -620745.937500 Penalty: 4085.920654
	Iteration 19Q: 3 clusters Score -620745.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -620773.812500 Penalty: 4085.920654
	Iteration 20F: 3 clusters Score -620773.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -620796.062500 Penalty: 4085.920654
	Iteration 21Q: 3 clusters Score -620796.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -620818.312500 Penalty: 4085.920654
	Iteration 22Q: 3 clusters Score -620818.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -620840.312500 Penalty: 4085.920654
	Iteration 23Q: 3 clusters Score -620840.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -620861.875000 Penalty: 4085.920654
	Iteration 24Q: 3 clusters Score -620861.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -620878.562500 Penalty: 4085.920654
	Iteration 25Q: 3 clusters Score -620878.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -620893.000000 Penalty: 4085.920654
	Iteration 26Q: 3 clusters Score -620893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -620910.062500 Penalty: 4085.920654
	Iteration 27Q: 3 clusters Score -620910.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -620921.437500 Penalty: 4085.920654
	Iteration 28Q: 3 clusters Score -620921.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -620928.687500 Penalty: 4085.920654
	Iteration 29Q: 3 clusters Score -620928.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -620936.062500 Penalty: 4085.920654
	Iteration 30Q: 3 clusters Score -620936.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -620941.750000 Penalty: 4085.920654
	Iteration 31Q: 3 clusters Score -620941.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -620945.000000 Penalty: 4085.920654
	Iteration 32Q: 3 clusters Score -620945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -620946.062500 Penalty: 4085.920654
	Iteration 33Q: 3 clusters Score -620946.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -620947.812500 Penalty: 4085.920654
	Iteration 34Q: 3 clusters Score -620947.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -620948.937500 Penalty: 4085.920654
	Iteration 35Q: 3 clusters Score -620948.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -620949.875000 Penalty: 4085.920654
	Iteration 36Q: 3 clusters Score -620949.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -620949.875000 Penalty: 4085.920654
	Iteration 37F: 3 clusters Score -620949.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Entering Unmasked Estep 
Score: -1774318.625000 Penalty: 2321.868896
	Iteration 0F: 2 clusters Score -1774319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1765721.125000 Penalty: 4643.737793
	Iteration 0F: 3 clusters Score -1765721 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1769031.625000 Penalty: 4643.737793
	Iteration 1F: 3 clusters Score -1769032 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1770023.625000 Penalty: 4643.737793
	Iteration 2F: 3 clusters Score -1770024 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1770792.500000 Penalty: 4643.737793
	Iteration 3F: 3 clusters Score -1770792 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1771377.750000 Penalty: 4643.737793
	Iteration 4F: 3 clusters Score -1771378 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1771739.250000 Penalty: 4643.737793
	Iteration 5F: 3 clusters Score -1771739 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1771964.250000 Penalty: 4643.737793
	Iteration 6Q: 3 clusters Score -1771964 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1772109.625000 Penalty: 4643.737793
	Iteration 7Q: 3 clusters Score -1772110 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1772226.250000 Penalty: 4643.737793
	Iteration 8Q: 3 clusters Score -1772226 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1772328.125000 Penalty: 4643.737793
	Iteration 9Q: 3 clusters Score -1772328 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1772417.125000 Penalty: 4643.737793
	Iteration 10Q: 3 clusters Score -1772417 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1772494.875000 Penalty: 4643.737793
	Iteration 11Q: 3 clusters Score -1772495 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1772571.750000 Penalty: 4643.737793
	Iteration 12Q: 3 clusters Score -1772572 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1772642.125000 Penalty: 4643.737793
	Iteration 13Q: 3 clusters Score -1772642 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1772707.125000 Penalty: 4643.737793
	Iteration 14Q: 3 clusters Score -1772707 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1772761.625000 Penalty: 4643.737793
	Iteration 15Q: 3 clusters Score -1772762 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1772808.875000 Penalty: 4643.737793
	Iteration 16Q: 3 clusters Score -1772809 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1772842.625000 Penalty: 4643.737793
	Iteration 17Q: 3 clusters Score -1772843 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1772880.250000 Penalty: 4643.737793
	Iteration 18Q: 3 clusters Score -1772880 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1772909.250000 Penalty: 4643.737793
	Iteration 19Q: 3 clusters Score -1772909 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1772940.125000 Penalty: 4643.737793
	Iteration 20F: 3 clusters Score -1772940 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1772971.375000 Penalty: 4643.737793
	Iteration 21Q: 3 clusters Score -1772971 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1772995.750000 Penalty: 4643.737793
	Iteration 22Q: 3 clusters Score -1772996 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1773027.625000 Penalty: 4643.737793
	Iteration 23Q: 3 clusters Score -1773028 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1773048.750000 Penalty: 4643.737793
	Iteration 24Q: 3 clusters Score -1773049 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1773067.250000 Penalty: 4643.737793
	Iteration 25Q: 3 clusters Score -1773067 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1773074.875000 Penalty: 4643.737793
	Iteration 26Q: 3 clusters Score -1773075 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1773088.500000 Penalty: 4643.737793
	Iteration 27Q: 3 clusters Score -1773088 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1773102.875000 Penalty: 4643.737793
	Iteration 28Q: 3 clusters Score -1773103 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1773121.375000 Penalty: 4643.737793
	Iteration 29Q: 3 clusters Score -1773121 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1773139.375000 Penalty: 4643.737793
	Iteration 30Q: 3 clusters Score -1773139 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1773151.125000 Penalty: 4643.737793
	Iteration 31Q: 3 clusters Score -1773151 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1773167.500000 Penalty: 4643.737793
	Iteration 32Q: 3 clusters Score -1773168 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1773171.875000 Penalty: 4643.737793
	Iteration 33Q: 3 clusters Score -1773172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1773185.625000 Penalty: 4643.737793
	Iteration 34Q: 3 clusters Score -1773186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1773195.375000 Penalty: 4643.737793
	Iteration 35Q: 3 clusters Score -1773195 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1773203.125000 Penalty: 4643.737793
	Iteration 36Q: 3 clusters Score -1773203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1773210.500000 Penalty: 4643.737793
	Iteration 37Q: 3 clusters Score -1773210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1773216.000000 Penalty: 4643.737793
	Iteration 38Q: 3 clusters Score -1773216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1773224.750000 Penalty: 4643.737793
	Iteration 39Q: 3 clusters Score -1773225 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1773234.250000 Penalty: 4643.737793
	Iteration 40F: 3 clusters Score -1773234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1773245.875000 Penalty: 4643.737793
	Iteration 41Q: 3 clusters Score -1773246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1773249.750000 Penalty: 4643.737793
	Iteration 42Q: 3 clusters Score -1773250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1773263.375000 Penalty: 4643.737793
	Iteration 43Q: 3 clusters Score -1773263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1773273.125000 Penalty: 4643.737793
	Iteration 44Q: 3 clusters Score -1773273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1773278.750000 Penalty: 4643.737793
	Iteration 45Q: 3 clusters Score -1773279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1773280.750000 Penalty: 4643.737793
	Iteration 46Q: 3 clusters Score -1773281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1773285.000000 Penalty: 4643.737793
	Iteration 47Q: 3 clusters Score -1773285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1773298.000000 Penalty: 4643.737793
	Iteration 48Q: 3 clusters Score -1773298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1773303.125000 Penalty: 4643.737793
	Iteration 49Q: 3 clusters Score -1773303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1773307.000000 Penalty: 4643.737793
	Iteration 50Q: 3 clusters Score -1773307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1773305.250000 Penalty: 4643.737793
	Iteration 51Q: 3 clusters Score -1773305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1773313.000000 Penalty: 4643.737793
	Iteration 52Q: 3 clusters Score -1773313 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1773320.750000 Penalty: 4643.737793
	Iteration 53Q: 3 clusters Score -1773321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1773327.000000 Penalty: 4643.737793
	Iteration 54Q: 3 clusters Score -1773327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1773337.250000 Penalty: 4643.737793
	Iteration 55Q: 3 clusters Score -1773337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1773353.000000 Penalty: 4643.737793
	Iteration 56Q: 3 clusters Score -1773353 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1773380.375000 Penalty: 4643.737793
	Iteration 57Q: 3 clusters Score -1773380 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1773401.375000 Penalty: 4643.737793
	Iteration 58Q: 3 clusters Score -1773401 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1773433.000000 Penalty: 4643.737793
	Iteration 59Q: 3 clusters Score -1773433 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1773491.125000 Penalty: 4643.737793
	Iteration 60F: 3 clusters Score -1773491 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1773531.500000 Penalty: 4643.737793
	Iteration 61Q: 3 clusters Score -1773532 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1773564.625000 Penalty: 4643.737793
	Iteration 62Q: 3 clusters Score -1773565 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1773578.500000 Penalty: 4643.737793
	Iteration 63Q: 3 clusters Score -1773578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1773585.375000 Penalty: 4643.737793
	Iteration 64Q: 3 clusters Score -1773585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1773592.750000 Penalty: 4643.737793
	Iteration 65Q: 3 clusters Score -1773593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1773597.000000 Penalty: 4643.737793
	Iteration 66Q: 3 clusters Score -1773597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1773598.000000 Penalty: 4643.737793
	Iteration 67Q: 3 clusters Score -1773598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1773598.750000 Penalty: 4643.737793
	Iteration 68Q: 3 clusters Score -1773599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1773599.000000 Penalty: 4643.737793
	Iteration 69Q: 3 clusters Score -1773599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1773600.500000 Penalty: 4643.737793
	Iteration 70Q: 3 clusters Score -1773600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1773603.000000 Penalty: 4643.737793
	Iteration 71Q: 3 clusters Score -1773603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1773602.375000 Penalty: 4643.737793
	Iteration 72Q: 3 clusters Score -1773602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1773603.375000 Penalty: 4643.737793
	Iteration 73Q: 3 clusters Score -1773603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1773604.500000 Penalty: 4643.737793
	Iteration 74Q: 3 clusters Score -1773604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1773603.625000 Penalty: 4643.737793
	Iteration 75Q: 3 clusters Score -1773604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1773604.625000 Penalty: 4643.737793
	Iteration 76Q: 3 clusters Score -1773605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1773606.625000 Penalty: 4643.737793
	Iteration 77Q: 3 clusters Score -1773607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1773608.000000 Penalty: 4643.737793
	Iteration 78Q: 3 clusters Score -1773608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1773608.750000 Penalty: 4643.737793
	Iteration 79Q: 3 clusters Score -1773609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1773609.000000 Penalty: 4643.737793
	Iteration 80F: 3 clusters Score -1773609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1773605.375000 Penalty: 4643.737793
	Iteration 81Q: 3 clusters Score -1773605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1773608.125000 Penalty: 4643.737793
	Iteration 82Q: 3 clusters Score -1773608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1773610.375000 Penalty: 4643.737793
	Iteration 83Q: 3 clusters Score -1773610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1773613.250000 Penalty: 4643.737793
	Iteration 84Q: 3 clusters Score -1773613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1773614.375000 Penalty: 4643.737793
	Iteration 85Q: 3 clusters Score -1773614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1773614.375000 Penalty: 4643.737793
	Iteration 86Q: 3 clusters Score -1773614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1773616.500000 Penalty: 4643.737793
	Iteration 87Q: 3 clusters Score -1773616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1773617.250000 Penalty: 4643.737793
	Iteration 88Q: 3 clusters Score -1773617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1773619.750000 Penalty: 4643.737793
	Iteration 89Q: 3 clusters Score -1773620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1773617.750000 Penalty: 4643.737793
	Iteration 90Q: 3 clusters Score -1773618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1773624.000000 Penalty: 4643.737793
	Iteration 91Q: 3 clusters Score -1773624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1773623.500000 Penalty: 4643.737793
	Iteration 92Q: 3 clusters Score -1773624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1773624.250000 Penalty: 4643.737793
	Iteration 93Q: 3 clusters Score -1773624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1773625.125000 Penalty: 4643.737793
	Iteration 94Q: 3 clusters Score -1773625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1773626.125000 Penalty: 4643.737793
	Iteration 95Q: 3 clusters Score -1773626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1773629.250000 Penalty: 4643.737793
	Iteration 96Q: 3 clusters Score -1773629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1773627.875000 Penalty: 4643.737793
	Iteration 97Q: 3 clusters Score -1773628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1773627.250000 Penalty: 4643.737793
	Iteration 98Q: 3 clusters Score -1773627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1773630.375000 Penalty: 4643.737793
	Iteration 99Q: 3 clusters Score -1773630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1773627.500000 Penalty: 4643.737793
	Iteration 100F: 3 clusters Score -1773628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1773629.250000 Penalty: 4643.737793
	Iteration 101Q: 3 clusters Score -1773629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1773630.000000 Penalty: 4643.737793
	Iteration 102Q: 3 clusters Score -1773630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1773631.000000 Penalty: 4643.737793
	Iteration 103Q: 3 clusters Score -1773631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1773632.000000 Penalty: 4643.737793
	Iteration 104Q: 3 clusters Score -1773632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1773631.125000 Penalty: 4643.737793
	Iteration 105Q: 3 clusters Score -1773631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1773633.750000 Penalty: 4643.737793
	Iteration 106Q: 3 clusters Score -1773634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1773637.750000 Penalty: 4643.737793
	Iteration 107Q: 3 clusters Score -1773638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1773639.125000 Penalty: 4643.737793
	Iteration 108Q: 3 clusters Score -1773639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1773637.875000 Penalty: 4643.737793
	Iteration 109Q: 3 clusters Score -1773638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1773637.500000 Penalty: 4643.737793
	Iteration 110Q: 3 clusters Score -1773638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1773637.500000 Penalty: 4643.737793
	Iteration 111Q: 3 clusters Score -1773638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1773640.375000 Penalty: 4643.737793
	Iteration 112Q: 3 clusters Score -1773640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1773639.375000 Penalty: 4643.737793
	Iteration 113Q: 3 clusters Score -1773639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1773640.625000 Penalty: 4643.737793
	Iteration 114Q: 3 clusters Score -1773641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1773640.625000 Penalty: 4643.737793
	Iteration 115F: 3 clusters Score -1773641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Entering Unmasked Estep 
Score: -2291482.000000 Penalty: 2374.716309
	Iteration 0F: 2 clusters Score -2291482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2281032.500000 Penalty: 4749.432617
	Iteration 0F: 3 clusters Score -2281032 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2285334.500000 Penalty: 4749.432617
	Iteration 1F: 3 clusters Score -2285334 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2287134.750000 Penalty: 4749.432617
	Iteration 2F: 3 clusters Score -2287135 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2288786.500000 Penalty: 4749.432617
	Iteration 3F: 3 clusters Score -2288786 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2289853.500000 Penalty: 4749.432617
	Iteration 4F: 3 clusters Score -2289854 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2290528.250000 Penalty: 4749.432617
	Iteration 5F: 3 clusters Score -2290528 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2291024.500000 Penalty: 4749.432617
	Iteration 6Q: 3 clusters Score -2291024 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2291418.000000 Penalty: 4749.432617
	Iteration 7Q: 3 clusters Score -2291418 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2291711.000000 Penalty: 4749.432617
	Iteration 8Q: 3 clusters Score -2291711 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2291967.750000 Penalty: 4749.432617
	Iteration 9Q: 3 clusters Score -2291968 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2292208.000000 Penalty: 4749.432617
	Iteration 10Q: 3 clusters Score -2292208 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2292400.500000 Penalty: 4749.432617
	Iteration 11Q: 3 clusters Score -2292400 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2292586.750000 Penalty: 4749.432617
	Iteration 12Q: 3 clusters Score -2292587 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2292722.500000 Penalty: 4749.432617
	Iteration 13Q: 3 clusters Score -2292722 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2292835.000000 Penalty: 4749.432617
	Iteration 14Q: 3 clusters Score -2292835 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2292904.000000 Penalty: 4749.432617
	Iteration 15Q: 3 clusters Score -2292904 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2292938.250000 Penalty: 4749.432617
	Iteration 16Q: 3 clusters Score -2292938 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2292968.250000 Penalty: 4749.432617
	Iteration 17Q: 3 clusters Score -2292968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2292981.000000 Penalty: 4749.432617
	Iteration 18Q: 3 clusters Score -2292981 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2293005.250000 Penalty: 4749.432617
	Iteration 19Q: 3 clusters Score -2293005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2293011.250000 Penalty: 4749.432617
	Iteration 20F: 3 clusters Score -2293011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2293028.250000 Penalty: 4749.432617
	Iteration 21Q: 3 clusters Score -2293028 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2293068.750000 Penalty: 4749.432617
	Iteration 22Q: 3 clusters Score -2293069 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2293108.750000 Penalty: 4749.432617
	Iteration 23Q: 3 clusters Score -2293109 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2293158.750000 Penalty: 4749.432617
	Iteration 24Q: 3 clusters Score -2293159 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2293200.500000 Penalty: 4749.432617
	Iteration 25Q: 3 clusters Score -2293200 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2293237.000000 Penalty: 4749.432617
	Iteration 26Q: 3 clusters Score -2293237 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2293258.000000 Penalty: 4749.432617
	Iteration 27Q: 3 clusters Score -2293258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2293281.500000 Penalty: 4749.432617
	Iteration 28Q: 3 clusters Score -2293282 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2293295.750000 Penalty: 4749.432617
	Iteration 29Q: 3 clusters Score -2293296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2293302.250000 Penalty: 4749.432617
	Iteration 30Q: 3 clusters Score -2293302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2293308.500000 Penalty: 4749.432617
	Iteration 31Q: 3 clusters Score -2293308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2293306.250000 Penalty: 4749.432617
	Iteration 32Q: 3 clusters Score -2293306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2293309.500000 Penalty: 4749.432617
	Iteration 33Q: 3 clusters Score -2293310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2293310.250000 Penalty: 4749.432617
	Iteration 34Q: 3 clusters Score -2293310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2293309.000000 Penalty: 4749.432617
	Iteration 35Q: 3 clusters Score -2293309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2293309.000000 Penalty: 4749.432617
	Iteration 36F: 3 clusters Score -2293309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 15010 members 
Mstep: Class 4 contains 15877 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 11642 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 9227 members 
Mstep: Class 10 contains 13776 members 
Mstep: Class 11 contains 850 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 17744 members 
Mstep: Class 14 contains 54783 members 
Mstep: Class 15 contains 26825 members 
Mstep: Class 16 contains 72146 members 
Mstep: Class 17 contains 60733 members 
Mstep: Class 18 contains 13399 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 59097 members 
Mstep: Class 22 contains 49325 members 
Mstep: Class 23 contains 3440 members 
Mstep: Class 24 contains 6537 members 
Mstep: Class 25 contains 1471 members 
Mstep: Class 26 contains 22501 members 
Mstep: Class 27 contains 2013 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 12983 members 
Mstep: Class 30 contains 71377 members 
Mstep: Class 31 contains 23881 members 
Mstep: Class 32 contains 24855 members 
Mstep: Class 33 contains 32132 members 
Mstep: Class 34 contains 37041 members 
Mstep: Class 35 contains 4889 members 
Mstep: Class 36 contains 2316 members 
Mstep: Class 37 contains 4394 members 
Entering Unmasked Estep 
Score: -114995632.000000 Penalty: 123513.960938
Splitting cluster 7 changes total score from -114992488.000000 to -114995632.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 8 (3662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Entering Unmasked Estep 
Score: -617189.250000 Penalty: 2035.029663
	Iteration 0F: 2 clusters Score -617189.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -613499.625000 Penalty: 4070.059326
	Iteration 0F: 3 clusters Score -613499.6 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -614290.500000 Penalty: 4070.059326
	Iteration 1F: 3 clusters Score -614290.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -614494.562500 Penalty: 4070.059326
	Iteration 2F: 3 clusters Score -614494.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -614637.187500 Penalty: 4070.059326
	Iteration 3F: 3 clusters Score -614637.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -614770.562500 Penalty: 4070.059326
	Iteration 4Q: 3 clusters Score -614770.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -614916.812500 Penalty: 4070.059326
	Iteration 5Q: 3 clusters Score -614916.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -615085.500000 Penalty: 4070.059326
	Iteration 6Q: 3 clusters Score -615085.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -615251.437500 Penalty: 4070.059326
	Iteration 7Q: 3 clusters Score -615251.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -615470.125000 Penalty: 4070.059326
	Iteration 8F: 3 clusters Score -615470.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -615729.375000 Penalty: 4070.059326
	Iteration 9F: 3 clusters Score -615729.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -615961.437500 Penalty: 4070.059326
	Iteration 10F: 3 clusters Score -615961.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -616119.562500 Penalty: 4070.059326
	Iteration 11Q: 3 clusters Score -616119.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -616221.875000 Penalty: 4070.059326
	Iteration 12Q: 3 clusters Score -616221.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -616272.937500 Penalty: 4070.059326
	Iteration 13Q: 3 clusters Score -616272.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -616294.125000 Penalty: 4070.059326
	Iteration 14Q: 3 clusters Score -616294.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -616308.937500 Penalty: 4070.059326
	Iteration 15Q: 3 clusters Score -616308.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -616318.000000 Penalty: 4070.059326
	Iteration 16Q: 3 clusters Score -616318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -616321.875000 Penalty: 4070.059326
	Iteration 17Q: 3 clusters Score -616321.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -616327.062500 Penalty: 4070.059326
	Iteration 18Q: 3 clusters Score -616327.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -616328.687500 Penalty: 4070.059326
	Iteration 19Q: 3 clusters Score -616328.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -616329.500000 Penalty: 4070.059326
	Iteration 20F: 3 clusters Score -616329.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -616331.437500 Penalty: 4070.059326
	Iteration 21Q: 3 clusters Score -616331.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -616331.250000 Penalty: 4070.059326
	Iteration 22Q: 3 clusters Score -616331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -616333.125000 Penalty: 4070.059326
	Iteration 23Q: 3 clusters Score -616333.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -616333.125000 Penalty: 4070.059326
	Iteration 24F: 3 clusters Score -616333.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Entering Unmasked Estep 
Score: -1488631.500000 Penalty: 2264.212646
	Iteration 0F: 2 clusters Score -1488632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1481437.000000 Penalty: 4528.425293
	Iteration 0F: 3 clusters Score -1481437 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1483588.375000 Penalty: 4528.425293
	Iteration 1F: 3 clusters Score -1483588 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1483991.750000 Penalty: 4528.425293
	Iteration 2F: 3 clusters Score -1483992 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1484398.750000 Penalty: 4528.425293
	Iteration 3F: 3 clusters Score -1484399 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1484847.500000 Penalty: 4528.425293
	Iteration 4F: 3 clusters Score -1484848 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1485377.250000 Penalty: 4528.425293
	Iteration 5F: 3 clusters Score -1485377 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1486062.125000 Penalty: 4528.425293
	Iteration 6F: 3 clusters Score -1486062 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1486781.250000 Penalty: 4528.425293
	Iteration 7F: 3 clusters Score -1486781 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1487282.250000 Penalty: 4528.425293
	Iteration 8F: 3 clusters Score -1487282 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1487616.500000 Penalty: 4528.425293
	Iteration 9Q: 3 clusters Score -1487616 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1487847.250000 Penalty: 4528.425293
	Iteration 10Q: 3 clusters Score -1487847 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1487996.250000 Penalty: 4528.425293
	Iteration 11Q: 3 clusters Score -1487996 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1488128.250000 Penalty: 4528.425293
	Iteration 12Q: 3 clusters Score -1488128 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1488210.500000 Penalty: 4528.425293
	Iteration 13Q: 3 clusters Score -1488210 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1488249.000000 Penalty: 4528.425293
	Iteration 14Q: 3 clusters Score -1488249 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1488288.125000 Penalty: 4528.425293
	Iteration 15Q: 3 clusters Score -1488288 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1488323.250000 Penalty: 4528.425293
	Iteration 16Q: 3 clusters Score -1488323 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1488348.000000 Penalty: 4528.425293
	Iteration 17Q: 3 clusters Score -1488348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1488364.000000 Penalty: 4528.425293
	Iteration 18Q: 3 clusters Score -1488364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1488372.250000 Penalty: 4528.425293
	Iteration 19Q: 3 clusters Score -1488372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1488378.500000 Penalty: 4528.425293
	Iteration 20F: 3 clusters Score -1488378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1488383.250000 Penalty: 4528.425293
	Iteration 21Q: 3 clusters Score -1488383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1488386.250000 Penalty: 4528.425293
	Iteration 22Q: 3 clusters Score -1488386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1488385.625000 Penalty: 4528.425293
	Iteration 23Q: 3 clusters Score -1488386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1488387.875000 Penalty: 4528.425293
	Iteration 24Q: 3 clusters Score -1488388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1488392.375000 Penalty: 4528.425293
	Iteration 25Q: 3 clusters Score -1488392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1488388.875000 Penalty: 4528.425293
	Iteration 26Q: 3 clusters Score -1488389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1488389.375000 Penalty: 4528.425293
	Iteration 27Q: 3 clusters Score -1488389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1488391.125000 Penalty: 4528.425293
	Iteration 28Q: 3 clusters Score -1488391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1488390.500000 Penalty: 4528.425293
	Iteration 29Q: 3 clusters Score -1488390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1488390.500000 Penalty: 4528.425293
	Iteration 30F: 3 clusters Score -1488390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Entering Unmasked Estep 
Score: -2328795.250000 Penalty: 2363.609619
	Iteration 0F: 2 clusters Score -2328795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2318777.000000 Penalty: 4727.219238
	Iteration 0F: 3 clusters Score -2318777 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2321924.500000 Penalty: 4727.219238
	Iteration 1F: 3 clusters Score -2321924 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2322257.750000 Penalty: 4727.219238
	Iteration 2F: 3 clusters Score -2322258 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2322532.250000 Penalty: 4727.219238
	Iteration 3Q: 3 clusters Score -2322532 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2322783.000000 Penalty: 4727.219238
	Iteration 4Q: 3 clusters Score -2322783 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2323036.750000 Penalty: 4727.219238
	Iteration 5Q: 3 clusters Score -2323037 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2323261.250000 Penalty: 4727.219238
	Iteration 6Q: 3 clusters Score -2323261 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2323487.000000 Penalty: 4727.219238
	Iteration 7Q: 3 clusters Score -2323487 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2323679.250000 Penalty: 4727.219238
	Iteration 8Q: 3 clusters Score -2323679 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2323905.000000 Penalty: 4727.219238
	Iteration 9Q: 3 clusters Score -2323905 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2324180.000000 Penalty: 4727.219238
	Iteration 10Q: 3 clusters Score -2324180 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2324502.250000 Penalty: 4727.219238
	Iteration 11Q: 3 clusters Score -2324502 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2324885.250000 Penalty: 4727.219238
	Iteration 12Q: 3 clusters Score -2324885 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2325295.500000 Penalty: 4727.219238
	Iteration 13Q: 3 clusters Score -2325296 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2325650.250000 Penalty: 4727.219238
	Iteration 14Q: 3 clusters Score -2325650 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2325985.750000 Penalty: 4727.219238
	Iteration 15Q: 3 clusters Score -2325986 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2326237.500000 Penalty: 4727.219238
	Iteration 16Q: 3 clusters Score -2326238 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2326414.500000 Penalty: 4727.219238
	Iteration 17Q: 3 clusters Score -2326414 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2326538.750000 Penalty: 4727.219238
	Iteration 18Q: 3 clusters Score -2326539 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2326626.250000 Penalty: 4727.219238
	Iteration 19Q: 3 clusters Score -2326626 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2326688.000000 Penalty: 4727.219238
	Iteration 20F: 3 clusters Score -2326688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2326732.500000 Penalty: 4727.219238
	Iteration 21Q: 3 clusters Score -2326732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2326753.000000 Penalty: 4727.219238
	Iteration 22Q: 3 clusters Score -2326753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -2326776.000000 Penalty: 4727.219238
	Iteration 23Q: 3 clusters Score -2326776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2326798.250000 Penalty: 4727.219238
	Iteration 24Q: 3 clusters Score -2326798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2326804.750000 Penalty: 4727.219238
	Iteration 25Q: 3 clusters Score -2326805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2326819.250000 Penalty: 4727.219238
	Iteration 26Q: 3 clusters Score -2326819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2326820.750000 Penalty: 4727.219238
	Iteration 27Q: 3 clusters Score -2326821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2326826.250000 Penalty: 4727.219238
	Iteration 28Q: 3 clusters Score -2326826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2326830.000000 Penalty: 4727.219238
	Iteration 29Q: 3 clusters Score -2326830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2326827.500000 Penalty: 4727.219238
	Iteration 30Q: 3 clusters Score -2326828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2326827.500000 Penalty: 4727.219238
	Iteration 31F: 3 clusters Score -2326828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Entering Unmasked Estep 
Score: -129459.804688 Penalty: 1672.818604
	Iteration 0F: 2 clusters Score -129459.8 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 409 members 
Entering Unmasked Estep 
Score: -127707.171875 Penalty: 3345.637207
	Iteration 0F: 3 clusters Score -127707.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -128149.296875 Penalty: 3345.637207
	Iteration 1F: 3 clusters Score -128149.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -128381.757812 Penalty: 3345.637207
	Iteration 2F: 3 clusters Score -128381.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -128716.812500 Penalty: 3345.637207
	Iteration 3F: 3 clusters Score -128716.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -129129.570312 Penalty: 3345.637207
	Iteration 4F: 3 clusters Score -129129.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -129590.562500 Penalty: 3345.637207
	Iteration 5F: 3 clusters Score -129590.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -129841.226562 Penalty: 3345.637207
	Iteration 6Q: 3 clusters Score -129841.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -129890.539062 Penalty: 3345.637207
	Iteration 7Q: 3 clusters Score -129890.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -129909.062500 Penalty: 3345.637207
	Iteration 8Q: 3 clusters Score -129909.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -129909.062500 Penalty: 3345.637207
	Iteration 9F: 3 clusters Score -129909.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 15010 members 
Mstep: Class 4 contains 15877 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 11642 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 9227 members 
Mstep: Class 10 contains 13776 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 17744 members 
Mstep: Class 14 contains 54783 members 
Mstep: Class 15 contains 26825 members 
Mstep: Class 16 contains 72146 members 
Mstep: Class 17 contains 60733 members 
Mstep: Class 18 contains 13399 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 59097 members 
Mstep: Class 22 contains 49325 members 
Mstep: Class 23 contains 3440 members 
Mstep: Class 24 contains 6537 members 
Mstep: Class 25 contains 1471 members 
Mstep: Class 26 contains 22501 members 
Mstep: Class 27 contains 2013 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 12983 members 
Mstep: Class 30 contains 71377 members 
Mstep: Class 31 contains 23881 members 
Mstep: Class 32 contains 24855 members 
Mstep: Class 33 contains 32132 members 
Mstep: Class 34 contains 37041 members 
Mstep: Class 35 contains 4889 members 
Mstep: Class 36 contains 2316 members 
Mstep: Class 37 contains 4394 members 
Mstep: Class 38 contains 534 members 
Entering Unmasked Estep 
Score: -114994568.000000 Penalty: 126852.171875
Splitting cluster 11 changes total score from -114992488.000000 to -114994568.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 12 (1197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Entering Unmasked Estep 
Score: -198790.125000 Penalty: 1757.718262
	Iteration 0F: 2 clusters Score -198790.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -196689.296875 Penalty: 3515.436523
	Iteration 0F: 3 clusters Score -196689.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -197035.703125 Penalty: 3515.436523
	Iteration 1F: 3 clusters Score -197035.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -197135.078125 Penalty: 3515.436523
	Iteration 2F: 3 clusters Score -197135.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -197192.843750 Penalty: 3515.436523
	Iteration 3Q: 3 clusters Score -197192.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -197231.062500 Penalty: 3515.436523
	Iteration 4Q: 3 clusters Score -197231.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -197249.125000 Penalty: 3515.436523
	Iteration 5Q: 3 clusters Score -197249.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -197262.796875 Penalty: 3515.436523
	Iteration 6Q: 3 clusters Score -197262.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -197273.656250 Penalty: 3515.436523
	Iteration 7Q: 3 clusters Score -197273.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -197284.171875 Penalty: 3515.436523
	Iteration 8Q: 3 clusters Score -197284.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -197299.640625 Penalty: 3515.436523
	Iteration 9Q: 3 clusters Score -197299.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -197305.828125 Penalty: 3515.436523
	Iteration 10Q: 3 clusters Score -197305.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -197312.734375 Penalty: 3515.436523
	Iteration 11Q: 3 clusters Score -197312.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -197317.375000 Penalty: 3515.436523
	Iteration 12Q: 3 clusters Score -197317.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -197319.656250 Penalty: 3515.436523
	Iteration 13Q: 3 clusters Score -197319.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -197322.687500 Penalty: 3515.436523
	Iteration 14Q: 3 clusters Score -197322.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -197331.093750 Penalty: 3515.436523
	Iteration 15Q: 3 clusters Score -197331.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -197335.812500 Penalty: 3515.436523
	Iteration 16Q: 3 clusters Score -197335.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -197341.468750 Penalty: 3515.436523
	Iteration 17Q: 3 clusters Score -197341.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -197349.218750 Penalty: 3515.436523
	Iteration 18Q: 3 clusters Score -197349.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -197364.562500 Penalty: 3515.436523
	Iteration 19Q: 3 clusters Score -197364.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -197373.828125 Penalty: 3515.436523
	Iteration 20F: 3 clusters Score -197373.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -197386.937500 Penalty: 3515.436523
	Iteration 21Q: 3 clusters Score -197386.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -197403.109375 Penalty: 3515.436523
	Iteration 22Q: 3 clusters Score -197403.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -197413.859375 Penalty: 3515.436523
	Iteration 23Q: 3 clusters Score -197413.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -197423.156250 Penalty: 3515.436523
	Iteration 24Q: 3 clusters Score -197423.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -197426.875000 Penalty: 3515.436523
	Iteration 25Q: 3 clusters Score -197426.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -197426.875000 Penalty: 3515.436523
	Iteration 26F: 3 clusters Score -197426.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Entering Unmasked Estep 
Score: -2938807.500000 Penalty: 2426.383057
	Iteration 0F: 2 clusters Score -2938808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2926399.500000 Penalty: 4852.766113
	Iteration 0F: 3 clusters Score -2926400 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2932361.750000 Penalty: 4852.766113
	Iteration 1F: 3 clusters Score -2932362 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2934194.500000 Penalty: 4852.766113
	Iteration 2F: 3 clusters Score -2934194 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2936083.750000 Penalty: 4852.766113
	Iteration 3F: 3 clusters Score -2936084 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2938356.250000 Penalty: 4852.766113
	Iteration 4F: 3 clusters Score -2938356 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2940217.500000 Penalty: 4852.766113
	Iteration 5F: 3 clusters Score -2940218 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2941282.250000 Penalty: 4852.766113
	Iteration 6F: 3 clusters Score -2941282 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2941915.500000 Penalty: 4852.766113
	Iteration 7Q: 3 clusters Score -2941916 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2942180.250000 Penalty: 4852.766113
	Iteration 8Q: 3 clusters Score -2942180 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2942304.000000 Penalty: 4852.766113
	Iteration 9Q: 3 clusters Score -2942304 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2942367.750000 Penalty: 4852.766113
	Iteration 10Q: 3 clusters Score -2942368 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2942405.250000 Penalty: 4852.766113
	Iteration 11Q: 3 clusters Score -2942405 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2942419.750000 Penalty: 4852.766113
	Iteration 12Q: 3 clusters Score -2942420 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2942431.750000 Penalty: 4852.766113
	Iteration 13Q: 3 clusters Score -2942432 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2942436.000000 Penalty: 4852.766113
	Iteration 14Q: 3 clusters Score -2942436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2942434.750000 Penalty: 4852.766113
	Iteration 15Q: 3 clusters Score -2942435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2942442.500000 Penalty: 4852.766113
	Iteration 16Q: 3 clusters Score -2942442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2942438.000000 Penalty: 4852.766113
	Iteration 17Q: 3 clusters Score -2942438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2942436.500000 Penalty: 4852.766113
	Iteration 18Q: 3 clusters Score -2942436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2942428.500000 Penalty: 4852.766113
	Iteration 19Q: 3 clusters Score -2942428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2942434.500000 Penalty: 4852.766113
	Iteration 20F: 3 clusters Score -2942434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2942436.500000 Penalty: 4852.766113
	Iteration 21Q: 3 clusters Score -2942436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2942444.000000 Penalty: 4852.766113
	Iteration 22Q: 3 clusters Score -2942444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2942447.000000 Penalty: 4852.766113
	Iteration 23Q: 3 clusters Score -2942447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2942450.000000 Penalty: 4852.766113
	Iteration 24Q: 3 clusters Score -2942450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2942449.000000 Penalty: 4852.766113
	Iteration 25Q: 3 clusters Score -2942449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2942453.500000 Penalty: 4852.766113
	Iteration 26Q: 3 clusters Score -2942454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2942465.000000 Penalty: 4852.766113
	Iteration 27Q: 3 clusters Score -2942465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2942462.500000 Penalty: 4852.766113
	Iteration 28Q: 3 clusters Score -2942462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2942475.500000 Penalty: 4852.766113
	Iteration 29Q: 3 clusters Score -2942476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2942475.250000 Penalty: 4852.766113
	Iteration 30Q: 3 clusters Score -2942475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2942488.500000 Penalty: 4852.766113
	Iteration 31Q: 3 clusters Score -2942488 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2942493.750000 Penalty: 4852.766113
	Iteration 32Q: 3 clusters Score -2942494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2942502.000000 Penalty: 4852.766113
	Iteration 33Q: 3 clusters Score -2942502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2942512.000000 Penalty: 4852.766113
	Iteration 34Q: 3 clusters Score -2942512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2942518.250000 Penalty: 4852.766113
	Iteration 35Q: 3 clusters Score -2942518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2942521.000000 Penalty: 4852.766113
	Iteration 36Q: 3 clusters Score -2942521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2942525.250000 Penalty: 4852.766113
	Iteration 37Q: 3 clusters Score -2942525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2942521.750000 Penalty: 4852.766113
	Iteration 38Q: 3 clusters Score -2942522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2942522.250000 Penalty: 4852.766113
	Iteration 39Q: 3 clusters Score -2942522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2942529.000000 Penalty: 4852.766113
	Iteration 40F: 3 clusters Score -2942529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2942533.000000 Penalty: 4852.766113
	Iteration 41Q: 3 clusters Score -2942533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2942529.000000 Penalty: 4852.766113
	Iteration 42Q: 3 clusters Score -2942529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2942542.750000 Penalty: 4852.766113
	Iteration 43Q: 3 clusters Score -2942543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2942541.750000 Penalty: 4852.766113
	Iteration 44Q: 3 clusters Score -2942542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2942535.250000 Penalty: 4852.766113
	Iteration 45Q: 3 clusters Score -2942535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2942542.000000 Penalty: 4852.766113
	Iteration 46Q: 3 clusters Score -2942542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2942549.750000 Penalty: 4852.766113
	Iteration 47Q: 3 clusters Score -2942550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2942552.250000 Penalty: 4852.766113
	Iteration 48Q: 3 clusters Score -2942552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2942555.500000 Penalty: 4852.766113
	Iteration 49Q: 3 clusters Score -2942556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2942558.000000 Penalty: 4852.766113
	Iteration 50Q: 3 clusters Score -2942558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2942550.250000 Penalty: 4852.766113
	Iteration 51Q: 3 clusters Score -2942550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2942550.750000 Penalty: 4852.766113
	Iteration 52Q: 3 clusters Score -2942551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2942550.000000 Penalty: 4852.766113
	Iteration 53Q: 3 clusters Score -2942550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2942557.750000 Penalty: 4852.766113
	Iteration 54Q: 3 clusters Score -2942558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2942553.750000 Penalty: 4852.766113
	Iteration 55Q: 3 clusters Score -2942554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2942556.500000 Penalty: 4852.766113
	Iteration 56Q: 3 clusters Score -2942556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2942564.000000 Penalty: 4852.766113
	Iteration 57Q: 3 clusters Score -2942564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2942563.000000 Penalty: 4852.766113
	Iteration 58Q: 3 clusters Score -2942563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2942571.000000 Penalty: 4852.766113
	Iteration 59Q: 3 clusters Score -2942571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2942570.000000 Penalty: 4852.766113
	Iteration 60F: 3 clusters Score -2942570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2942574.750000 Penalty: 4852.766113
	Iteration 61Q: 3 clusters Score -2942575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2942582.500000 Penalty: 4852.766113
	Iteration 62Q: 3 clusters Score -2942582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2942580.250000 Penalty: 4852.766113
	Iteration 63Q: 3 clusters Score -2942580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2942590.750000 Penalty: 4852.766113
	Iteration 64Q: 3 clusters Score -2942591 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2942599.750000 Penalty: 4852.766113
	Iteration 65Q: 3 clusters Score -2942600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2942606.500000 Penalty: 4852.766113
	Iteration 66Q: 3 clusters Score -2942606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2942610.750000 Penalty: 4852.766113
	Iteration 67Q: 3 clusters Score -2942611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2942611.250000 Penalty: 4852.766113
	Iteration 68Q: 3 clusters Score -2942611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2942610.750000 Penalty: 4852.766113
	Iteration 69Q: 3 clusters Score -2942611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2942610.500000 Penalty: 4852.766113
	Iteration 70Q: 3 clusters Score -2942610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2942617.250000 Penalty: 4852.766113
	Iteration 71Q: 3 clusters Score -2942617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2942616.000000 Penalty: 4852.766113
	Iteration 72Q: 3 clusters Score -2942616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2942625.250000 Penalty: 4852.766113
	Iteration 73Q: 3 clusters Score -2942625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2942631.750000 Penalty: 4852.766113
	Iteration 74Q: 3 clusters Score -2942632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2942634.500000 Penalty: 4852.766113
	Iteration 75Q: 3 clusters Score -2942634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2942639.500000 Penalty: 4852.766113
	Iteration 76Q: 3 clusters Score -2942640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2942642.000000 Penalty: 4852.766113
	Iteration 77Q: 3 clusters Score -2942642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2942641.000000 Penalty: 4852.766113
	Iteration 78Q: 3 clusters Score -2942641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2942639.500000 Penalty: 4852.766113
	Iteration 79Q: 3 clusters Score -2942640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2942639.000000 Penalty: 4852.766113
	Iteration 80F: 3 clusters Score -2942639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2942640.750000 Penalty: 4852.766113
	Iteration 81Q: 3 clusters Score -2942641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2942640.000000 Penalty: 4852.766113
	Iteration 82Q: 3 clusters Score -2942640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2942639.250000 Penalty: 4852.766113
	Iteration 83Q: 3 clusters Score -2942639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2942639.500000 Penalty: 4852.766113
	Iteration 84Q: 3 clusters Score -2942640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2942636.500000 Penalty: 4852.766113
	Iteration 85Q: 3 clusters Score -2942636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2942636.000000 Penalty: 4852.766113
	Iteration 86Q: 3 clusters Score -2942636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2942636.000000 Penalty: 4852.766113
	Iteration 87Q: 3 clusters Score -2942636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2942636.250000 Penalty: 4852.766113
	Iteration 88Q: 3 clusters Score -2942636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2942639.000000 Penalty: 4852.766113
	Iteration 89Q: 3 clusters Score -2942639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2942639.750000 Penalty: 4852.766113
	Iteration 90Q: 3 clusters Score -2942640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2942640.500000 Penalty: 4852.766113
	Iteration 91Q: 3 clusters Score -2942640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2942640.750000 Penalty: 4852.766113
	Iteration 92Q: 3 clusters Score -2942641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2942640.500000 Penalty: 4852.766113
	Iteration 93Q: 3 clusters Score -2942640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2942640.500000 Penalty: 4852.766113
	Iteration 94F: 3 clusters Score -2942640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 15010 members 
Mstep: Class 4 contains 15877 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 11642 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 9227 members 
Mstep: Class 10 contains 13776 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 8638 members 
Mstep: Class 14 contains 54783 members 
Mstep: Class 15 contains 26825 members 
Mstep: Class 16 contains 72146 members 
Mstep: Class 17 contains 60733 members 
Mstep: Class 18 contains 13399 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 59097 members 
Mstep: Class 22 contains 49325 members 
Mstep: Class 23 contains 3440 members 
Mstep: Class 24 contains 6537 members 
Mstep: Class 25 contains 1471 members 
Mstep: Class 26 contains 22501 members 
Mstep: Class 27 contains 2013 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 12983 members 
Mstep: Class 30 contains 71377 members 
Mstep: Class 31 contains 23881 members 
Mstep: Class 32 contains 24855 members 
Mstep: Class 33 contains 32132 members 
Mstep: Class 34 contains 37041 members 
Mstep: Class 35 contains 4889 members 
Mstep: Class 36 contains 2316 members 
Mstep: Class 37 contains 4394 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 9106 members 
Entering Unmasked Estep 
Score: -114997272.000000 Penalty: 130190.390625
Splitting cluster 13 changes total score from -114992488.000000 to -114997272.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 14 (54783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Entering Unmasked Estep 
Score: -9315599.000000 Penalty: 2705.961670
	Iteration 0F: 2 clusters Score -9315599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -9279669.000000 Penalty: 5411.923340
	Iteration 0F: 3 clusters Score -9279669 nChanged 25333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -9293694.000000 Penalty: 5411.923340
	Iteration 1F: 3 clusters Score -9293694 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -9294463.000000 Penalty: 5411.923340
	Iteration 2Q: 3 clusters Score -9294463 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -9295207.000000 Penalty: 5411.923340
	Iteration 3Q: 3 clusters Score -9295207 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -9295934.000000 Penalty: 5411.923340
	Iteration 4Q: 3 clusters Score -9295934 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -9296699.000000 Penalty: 5411.923340
	Iteration 5Q: 3 clusters Score -9296699 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -9297748.000000 Penalty: 5411.923340
	Iteration 6Q: 3 clusters Score -9297748 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -9298914.000000 Penalty: 5411.923340
	Iteration 7Q: 3 clusters Score -9298914 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -9300394.000000 Penalty: 5411.923340
	Iteration 8F: 3 clusters Score -9300394 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -9302055.000000 Penalty: 5411.923340
	Iteration 9F: 3 clusters Score -9302055 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -9303499.000000 Penalty: 5411.923340
	Iteration 10Q: 3 clusters Score -9303499 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -9304649.000000 Penalty: 5411.923340
	Iteration 11Q: 3 clusters Score -9304649 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -9305484.000000 Penalty: 5411.923340
	Iteration 12Q: 3 clusters Score -9305484 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -9306026.000000 Penalty: 5411.923340
	Iteration 13Q: 3 clusters Score -9306026 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -9306421.000000 Penalty: 5411.923340
	Iteration 14Q: 3 clusters Score -9306421 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -9306769.000000 Penalty: 5411.923340
	Iteration 15Q: 3 clusters Score -9306769 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -9307054.000000 Penalty: 5411.923340
	Iteration 16Q: 3 clusters Score -9307054 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -9307293.000000 Penalty: 5411.923340
	Iteration 17Q: 3 clusters Score -9307293 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -9307548.000000 Penalty: 5411.923340
	Iteration 18Q: 3 clusters Score -9307548 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -9307742.000000 Penalty: 5411.923340
	Iteration 19Q: 3 clusters Score -9307742 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -9307965.000000 Penalty: 5411.923340
	Iteration 20F: 3 clusters Score -9307965 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -9308142.000000 Penalty: 5411.923340
	Iteration 21Q: 3 clusters Score -9308142 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -9308293.000000 Penalty: 5411.923340
	Iteration 22Q: 3 clusters Score -9308293 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -9308474.000000 Penalty: 5411.923340
	Iteration 23Q: 3 clusters Score -9308474 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -9308589.000000 Penalty: 5411.923340
	Iteration 24Q: 3 clusters Score -9308589 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -9308708.000000 Penalty: 5411.923340
	Iteration 25Q: 3 clusters Score -9308708 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -9308883.000000 Penalty: 5411.923340
	Iteration 26Q: 3 clusters Score -9308883 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -9309109.000000 Penalty: 5411.923340
	Iteration 27Q: 3 clusters Score -9309109 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -9309308.000000 Penalty: 5411.923340
	Iteration 28Q: 3 clusters Score -9309308 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -9309513.000000 Penalty: 5411.923340
	Iteration 29Q: 3 clusters Score -9309513 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -9309718.000000 Penalty: 5411.923340
	Iteration 30Q: 3 clusters Score -9309718 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -9309982.000000 Penalty: 5411.923340
	Iteration 31Q: 3 clusters Score -9309982 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -9310210.000000 Penalty: 5411.923340
	Iteration 32Q: 3 clusters Score -9310210 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -9310459.000000 Penalty: 5411.923340
	Iteration 33Q: 3 clusters Score -9310459 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -9310765.000000 Penalty: 5411.923340
	Iteration 34Q: 3 clusters Score -9310765 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -9311062.000000 Penalty: 5411.923340
	Iteration 35Q: 3 clusters Score -9311062 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -9311360.000000 Penalty: 5411.923340
	Iteration 36Q: 3 clusters Score -9311360 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -9311625.000000 Penalty: 5411.923340
	Iteration 37Q: 3 clusters Score -9311625 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -9311952.000000 Penalty: 5411.923340
	Iteration 38Q: 3 clusters Score -9311952 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -9312195.000000 Penalty: 5411.923340
	Iteration 39Q: 3 clusters Score -9312195 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -9312433.000000 Penalty: 5411.923340
	Iteration 40F: 3 clusters Score -9312433 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -9312655.000000 Penalty: 5411.923340
	Iteration 41Q: 3 clusters Score -9312655 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -9312817.000000 Penalty: 5411.923340
	Iteration 42Q: 3 clusters Score -9312817 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -9312963.000000 Penalty: 5411.923340
	Iteration 43Q: 3 clusters Score -9312963 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -9313143.000000 Penalty: 5411.923340
	Iteration 44Q: 3 clusters Score -9313143 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -9313224.000000 Penalty: 5411.923340
	Iteration 45Q: 3 clusters Score -9313224 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -9313313.000000 Penalty: 5411.923340
	Iteration 46Q: 3 clusters Score -9313313 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -9313354.000000 Penalty: 5411.923340
	Iteration 47Q: 3 clusters Score -9313354 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -9313411.000000 Penalty: 5411.923340
	Iteration 48Q: 3 clusters Score -9313411 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -9313459.000000 Penalty: 5411.923340
	Iteration 49Q: 3 clusters Score -9313459 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -9313496.000000 Penalty: 5411.923340
	Iteration 50Q: 3 clusters Score -9313496 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -9313529.000000 Penalty: 5411.923340
	Iteration 51Q: 3 clusters Score -9313529 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -9313546.000000 Penalty: 5411.923340
	Iteration 52Q: 3 clusters Score -9313546 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -9313576.000000 Penalty: 5411.923340
	Iteration 53Q: 3 clusters Score -9313576 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -9313574.000000 Penalty: 5411.923340
	Iteration 54Q: 3 clusters Score -9313574 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -9313597.000000 Penalty: 5411.923340
	Iteration 55Q: 3 clusters Score -9313597 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -9313623.000000 Penalty: 5411.923340
	Iteration 56Q: 3 clusters Score -9313623 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -9313603.000000 Penalty: 5411.923340
	Iteration 57Q: 3 clusters Score -9313603 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -9313610.000000 Penalty: 5411.923340
	Iteration 58Q: 3 clusters Score -9313610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -9313655.000000 Penalty: 5411.923340
	Iteration 59Q: 3 clusters Score -9313655 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -9313655.000000 Penalty: 5411.923340
	Iteration 60F: 3 clusters Score -9313655 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -9313652.000000 Penalty: 5411.923340
	Iteration 61Q: 3 clusters Score -9313652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -9313679.000000 Penalty: 5411.923340
	Iteration 62Q: 3 clusters Score -9313679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -9313673.000000 Penalty: 5411.923340
	Iteration 63Q: 3 clusters Score -9313673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -9313692.000000 Penalty: 5411.923340
	Iteration 64Q: 3 clusters Score -9313692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52104 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -9313675.000000 Penalty: 5411.923340
	Iteration 65Q: 3 clusters Score -9313675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -9313685.000000 Penalty: 5411.923340
	Iteration 66Q: 3 clusters Score -9313685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -9313706.000000 Penalty: 5411.923340
	Iteration 67Q: 3 clusters Score -9313706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52177 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -9313711.000000 Penalty: 5411.923340
	Iteration 68Q: 3 clusters Score -9313711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -9313701.000000 Penalty: 5411.923340
	Iteration 69Q: 3 clusters Score -9313701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -9313726.000000 Penalty: 5411.923340
	Iteration 70Q: 3 clusters Score -9313726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -9313721.000000 Penalty: 5411.923340
	Iteration 71Q: 3 clusters Score -9313721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -9313728.000000 Penalty: 5411.923340
	Iteration 72Q: 3 clusters Score -9313728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -9313738.000000 Penalty: 5411.923340
	Iteration 73Q: 3 clusters Score -9313738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -9313739.000000 Penalty: 5411.923340
	Iteration 74Q: 3 clusters Score -9313739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52271 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -9313734.000000 Penalty: 5411.923340
	Iteration 75Q: 3 clusters Score -9313734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -9313740.000000 Penalty: 5411.923340
	Iteration 76Q: 3 clusters Score -9313740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52286 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -9313734.000000 Penalty: 5411.923340
	Iteration 77Q: 3 clusters Score -9313734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9313738.000000 Penalty: 5411.923340
	Iteration 78Q: 3 clusters Score -9313738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -9313728.000000 Penalty: 5411.923340
	Iteration 79Q: 3 clusters Score -9313728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -9313729.000000 Penalty: 5411.923340
	Iteration 80F: 3 clusters Score -9313729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -9313723.000000 Penalty: 5411.923340
	Iteration 81Q: 3 clusters Score -9313723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -9313733.000000 Penalty: 5411.923340
	Iteration 82Q: 3 clusters Score -9313733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -9313735.000000 Penalty: 5411.923340
	Iteration 83Q: 3 clusters Score -9313735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -9313734.000000 Penalty: 5411.923340
	Iteration 84Q: 3 clusters Score -9313734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -9313736.000000 Penalty: 5411.923340
	Iteration 85Q: 3 clusters Score -9313736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -9313726.000000 Penalty: 5411.923340
	Iteration 86Q: 3 clusters Score -9313726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -9313734.000000 Penalty: 5411.923340
	Iteration 87Q: 3 clusters Score -9313734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -9313732.000000 Penalty: 5411.923340
	Iteration 88Q: 3 clusters Score -9313732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -9313732.000000 Penalty: 5411.923340
	Iteration 89Q: 3 clusters Score -9313732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -9313736.000000 Penalty: 5411.923340
	Iteration 90Q: 3 clusters Score -9313736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -9313734.000000 Penalty: 5411.923340
	Iteration 91Q: 3 clusters Score -9313734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -9313736.000000 Penalty: 5411.923340
	Iteration 92Q: 3 clusters Score -9313736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -9313731.000000 Penalty: 5411.923340
	Iteration 93Q: 3 clusters Score -9313731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -9313722.000000 Penalty: 5411.923340
	Iteration 94Q: 3 clusters Score -9313722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -9313722.000000 Penalty: 5411.923340
	Iteration 95F: 3 clusters Score -9313722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Entering Unmasked Estep 
Score: -4526674.500000 Penalty: 2528.878174
	Iteration 0F: 2 clusters Score -4526674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -4508136.000000 Penalty: 5057.756348
	Iteration 0F: 3 clusters Score -4508136 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -4514755.000000 Penalty: 5057.756348
	Iteration 1F: 3 clusters Score -4514755 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -4515492.000000 Penalty: 5057.756348
	Iteration 2F: 3 clusters Score -4515492 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -4516233.000000 Penalty: 5057.756348
	Iteration 3F: 3 clusters Score -4516233 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -4517029.000000 Penalty: 5057.756348
	Iteration 4F: 3 clusters Score -4517029 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -4517939.000000 Penalty: 5057.756348
	Iteration 5F: 3 clusters Score -4517939 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -4519017.000000 Penalty: 5057.756348
	Iteration 6F: 3 clusters Score -4519017 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -4520464.500000 Penalty: 5057.756348
	Iteration 7F: 3 clusters Score -4520464 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -4522346.500000 Penalty: 5057.756348
	Iteration 8F: 3 clusters Score -4522346 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -4524331.000000 Penalty: 5057.756348
	Iteration 9F: 3 clusters Score -4524331 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -4526146.000000 Penalty: 5057.756348
	Iteration 10F: 3 clusters Score -4526146 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -4527430.500000 Penalty: 5057.756348
	Iteration 11Q: 3 clusters Score -4527430 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -4528133.500000 Penalty: 5057.756348
	Iteration 12Q: 3 clusters Score -4528134 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -4528464.500000 Penalty: 5057.756348
	Iteration 13Q: 3 clusters Score -4528464 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -4528624.000000 Penalty: 5057.756348
	Iteration 14Q: 3 clusters Score -4528624 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -4528685.000000 Penalty: 5057.756348
	Iteration 15Q: 3 clusters Score -4528685 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -4528750.500000 Penalty: 5057.756348
	Iteration 16Q: 3 clusters Score -4528750 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -4528775.500000 Penalty: 5057.756348
	Iteration 17Q: 3 clusters Score -4528776 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -4528822.000000 Penalty: 5057.756348
	Iteration 18Q: 3 clusters Score -4528822 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -4528841.500000 Penalty: 5057.756348
	Iteration 19Q: 3 clusters Score -4528842 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -4528863.500000 Penalty: 5057.756348
	Iteration 20F: 3 clusters Score -4528864 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -4528889.000000 Penalty: 5057.756348
	Iteration 21Q: 3 clusters Score -4528889 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -4528905.500000 Penalty: 5057.756348
	Iteration 22Q: 3 clusters Score -4528906 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -4528922.000000 Penalty: 5057.756348
	Iteration 23Q: 3 clusters Score -4528922 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -4528936.500000 Penalty: 5057.756348
	Iteration 24Q: 3 clusters Score -4528936 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -4528929.500000 Penalty: 5057.756348
	Iteration 25Q: 3 clusters Score -4528930 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -4528943.500000 Penalty: 5057.756348
	Iteration 26Q: 3 clusters Score -4528944 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -4528950.000000 Penalty: 5057.756348
	Iteration 27Q: 3 clusters Score -4528950 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -4528954.500000 Penalty: 5057.756348
	Iteration 28Q: 3 clusters Score -4528954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -4528960.500000 Penalty: 5057.756348
	Iteration 29Q: 3 clusters Score -4528960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -4528961.500000 Penalty: 5057.756348
	Iteration 30Q: 3 clusters Score -4528962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -4528968.000000 Penalty: 5057.756348
	Iteration 31Q: 3 clusters Score -4528968 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -4528972.000000 Penalty: 5057.756348
	Iteration 32Q: 3 clusters Score -4528972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -4528972.000000 Penalty: 5057.756348
	Iteration 33Q: 3 clusters Score -4528972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -4528983.000000 Penalty: 5057.756348
	Iteration 34Q: 3 clusters Score -4528983 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -4528991.500000 Penalty: 5057.756348
	Iteration 35Q: 3 clusters Score -4528992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -4528984.500000 Penalty: 5057.756348
	Iteration 36Q: 3 clusters Score -4528984 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -4528986.500000 Penalty: 5057.756348
	Iteration 37Q: 3 clusters Score -4528986 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -4528996.000000 Penalty: 5057.756348
	Iteration 38Q: 3 clusters Score -4528996 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -4529009.500000 Penalty: 5057.756348
	Iteration 39Q: 3 clusters Score -4529010 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -4529010.000000 Penalty: 5057.756348
	Iteration 40F: 3 clusters Score -4529010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -4529007.000000 Penalty: 5057.756348
	Iteration 41Q: 3 clusters Score -4529007 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -4529007.500000 Penalty: 5057.756348
	Iteration 42Q: 3 clusters Score -4529008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -4529004.500000 Penalty: 5057.756348
	Iteration 43Q: 3 clusters Score -4529004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -4529016.000000 Penalty: 5057.756348
	Iteration 44Q: 3 clusters Score -4529016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -4529022.500000 Penalty: 5057.756348
	Iteration 45Q: 3 clusters Score -4529022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -4529027.500000 Penalty: 5057.756348
	Iteration 46Q: 3 clusters Score -4529028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -4529027.500000 Penalty: 5057.756348
	Iteration 47Q: 3 clusters Score -4529028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -4529038.500000 Penalty: 5057.756348
	Iteration 48Q: 3 clusters Score -4529038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -4529047.500000 Penalty: 5057.756348
	Iteration 49Q: 3 clusters Score -4529048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -4529047.000000 Penalty: 5057.756348
	Iteration 50Q: 3 clusters Score -4529047 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -4529059.500000 Penalty: 5057.756348
	Iteration 51Q: 3 clusters Score -4529060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -4529051.000000 Penalty: 5057.756348
	Iteration 52Q: 3 clusters Score -4529051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -4529061.000000 Penalty: 5057.756348
	Iteration 53Q: 3 clusters Score -4529061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -4529060.000000 Penalty: 5057.756348
	Iteration 54Q: 3 clusters Score -4529060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -4529057.500000 Penalty: 5057.756348
	Iteration 55Q: 3 clusters Score -4529058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -4529085.000000 Penalty: 5057.756348
	Iteration 56Q: 3 clusters Score -4529085 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -4529087.500000 Penalty: 5057.756348
	Iteration 57Q: 3 clusters Score -4529088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -4529089.000000 Penalty: 5057.756348
	Iteration 58Q: 3 clusters Score -4529089 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -4529092.000000 Penalty: 5057.756348
	Iteration 59Q: 3 clusters Score -4529092 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -4529091.500000 Penalty: 5057.756348
	Iteration 60F: 3 clusters Score -4529092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -4529089.500000 Penalty: 5057.756348
	Iteration 61Q: 3 clusters Score -4529090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -4529089.000000 Penalty: 5057.756348
	Iteration 62Q: 3 clusters Score -4529089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -4529093.500000 Penalty: 5057.756348
	Iteration 63Q: 3 clusters Score -4529094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -4529097.000000 Penalty: 5057.756348
	Iteration 64Q: 3 clusters Score -4529097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -4529090.500000 Penalty: 5057.756348
	Iteration 65Q: 3 clusters Score -4529090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -4529094.500000 Penalty: 5057.756348
	Iteration 66Q: 3 clusters Score -4529094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -4529095.000000 Penalty: 5057.756348
	Iteration 67Q: 3 clusters Score -4529095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -4529098.000000 Penalty: 5057.756348
	Iteration 68Q: 3 clusters Score -4529098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -4529109.500000 Penalty: 5057.756348
	Iteration 69Q: 3 clusters Score -4529110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -4529103.000000 Penalty: 5057.756348
	Iteration 70Q: 3 clusters Score -4529103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -4529103.500000 Penalty: 5057.756348
	Iteration 71Q: 3 clusters Score -4529104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -4529102.500000 Penalty: 5057.756348
	Iteration 72Q: 3 clusters Score -4529102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -4529103.500000 Penalty: 5057.756348
	Iteration 73Q: 3 clusters Score -4529104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -4529103.500000 Penalty: 5057.756348
	Iteration 74Q: 3 clusters Score -4529104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -4529104.000000 Penalty: 5057.756348
	Iteration 75Q: 3 clusters Score -4529104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -4529108.000000 Penalty: 5057.756348
	Iteration 76Q: 3 clusters Score -4529108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -4529113.000000 Penalty: 5057.756348
	Iteration 77Q: 3 clusters Score -4529113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -4529109.000000 Penalty: 5057.756348
	Iteration 78Q: 3 clusters Score -4529109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -4529113.500000 Penalty: 5057.756348
	Iteration 79Q: 3 clusters Score -4529114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -4529109.500000 Penalty: 5057.756348
	Iteration 80F: 3 clusters Score -4529110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -4529108.000000 Penalty: 5057.756348
	Iteration 81Q: 3 clusters Score -4529108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -4529112.000000 Penalty: 5057.756348
	Iteration 82Q: 3 clusters Score -4529112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -4529112.000000 Penalty: 5057.756348
	Iteration 83F: 3 clusters Score -4529112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 15010 members 
Mstep: Class 4 contains 15877 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 11642 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 9227 members 
Mstep: Class 10 contains 13776 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 8638 members 
Mstep: Class 14 contains 54783 members 
Mstep: Class 15 contains 12263 members 
Mstep: Class 16 contains 72146 members 
Mstep: Class 17 contains 60733 members 
Mstep: Class 18 contains 13399 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 59097 members 
Mstep: Class 22 contains 49325 members 
Mstep: Class 23 contains 3440 members 
Mstep: Class 24 contains 6537 members 
Mstep: Class 25 contains 1471 members 
Mstep: Class 26 contains 22501 members 
Mstep: Class 27 contains 2013 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 12983 members 
Mstep: Class 30 contains 71377 members 
Mstep: Class 31 contains 23881 members 
Mstep: Class 32 contains 24855 members 
Mstep: Class 33 contains 32132 members 
Mstep: Class 34 contains 37041 members 
Mstep: Class 35 contains 4889 members 
Mstep: Class 36 contains 2316 members 
Mstep: Class 37 contains 4394 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 9106 members 
Mstep: Class 40 contains 14562 members 
Entering Unmasked Estep 
Score: -114999016.000000 Penalty: 133528.609375
Splitting cluster 15 changes total score from -114992488.000000 to -114999016.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 16 (72146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72146 members 
Entering Unmasked Estep 
Score: -12101253.000000 Penalty: 2774.238770
	Iteration 0F: 2 clusters Score -1.210125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -12053787.000000 Penalty: 5548.477539
	Iteration 0F: 3 clusters Score -1.205379e+07 nChanged 33821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -12072954.000000 Penalty: 5548.477539
	Iteration 1F: 3 clusters Score -1.207295e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -12073927.000000 Penalty: 5548.477539
	Iteration 2Q: 3 clusters Score -1.207393e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -12075013.000000 Penalty: 5548.477539
	Iteration 3Q: 3 clusters Score -1.207501e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -12076361.000000 Penalty: 5548.477539
	Iteration 4Q: 3 clusters Score -1.207636e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -12078270.000000 Penalty: 5548.477539
	Iteration 5F: 3 clusters Score -1.207827e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -12080669.000000 Penalty: 5548.477539
	Iteration 6F: 3 clusters Score -1.208067e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -12083581.000000 Penalty: 5548.477539
	Iteration 7F: 3 clusters Score -1.208358e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -12086758.000000 Penalty: 5548.477539
	Iteration 8F: 3 clusters Score -1.208676e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -12089953.000000 Penalty: 5548.477539
	Iteration 9F: 3 clusters Score -1.208995e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58243 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -12092357.000000 Penalty: 5548.477539
	Iteration 10Q: 3 clusters Score -1.209236e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -12094157.000000 Penalty: 5548.477539
	Iteration 11Q: 3 clusters Score -1.209416e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -12095545.000000 Penalty: 5548.477539
	Iteration 12Q: 3 clusters Score -1.209554e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63284 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -12096726.000000 Penalty: 5548.477539
	Iteration 13Q: 3 clusters Score -1.209673e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64201 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -12097663.000000 Penalty: 5548.477539
	Iteration 14Q: 3 clusters Score -1.209766e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64806 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -12098402.000000 Penalty: 5548.477539
	Iteration 15Q: 3 clusters Score -1.20984e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65241 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -12098828.000000 Penalty: 5548.477539
	Iteration 16Q: 3 clusters Score -1.209883e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65565 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -12099096.000000 Penalty: 5548.477539
	Iteration 17Q: 3 clusters Score -1.20991e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65800 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -12099234.000000 Penalty: 5548.477539
	Iteration 18Q: 3 clusters Score -1.209923e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65960 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -12099321.000000 Penalty: 5548.477539
	Iteration 19Q: 3 clusters Score -1.209932e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66103 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -12099421.000000 Penalty: 5548.477539
	Iteration 20F: 3 clusters Score -1.209942e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -12099476.000000 Penalty: 5548.477539
	Iteration 21Q: 3 clusters Score -1.209948e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66294 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -12099476.000000 Penalty: 5548.477539
	Iteration 22Q: 3 clusters Score -1.209948e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -12099451.000000 Penalty: 5548.477539
	Iteration 23Q: 3 clusters Score -1.209945e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66409 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -12099480.000000 Penalty: 5548.477539
	Iteration 24Q: 3 clusters Score -1.209948e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66464 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -12099489.000000 Penalty: 5548.477539
	Iteration 25Q: 3 clusters Score -1.209949e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66514 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -12099486.000000 Penalty: 5548.477539
	Iteration 26Q: 3 clusters Score -1.209949e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -12099508.000000 Penalty: 5548.477539
	Iteration 27Q: 3 clusters Score -1.209951e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66586 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -12099524.000000 Penalty: 5548.477539
	Iteration 28Q: 3 clusters Score -1.209952e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66603 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -12099513.000000 Penalty: 5548.477539
	Iteration 29Q: 3 clusters Score -1.209951e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66631 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -12099507.000000 Penalty: 5548.477539
	Iteration 30Q: 3 clusters Score -1.209951e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66652 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -12099535.000000 Penalty: 5548.477539
	Iteration 31Q: 3 clusters Score -1.209954e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66679 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -12099532.000000 Penalty: 5548.477539
	Iteration 32Q: 3 clusters Score -1.209953e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66708 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -12099486.000000 Penalty: 5548.477539
	Iteration 33Q: 3 clusters Score -1.209949e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66730 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -12099478.000000 Penalty: 5548.477539
	Iteration 34Q: 3 clusters Score -1.209948e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66751 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -12099526.000000 Penalty: 5548.477539
	Iteration 35Q: 3 clusters Score -1.209953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66768 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -12099510.000000 Penalty: 5548.477539
	Iteration 36Q: 3 clusters Score -1.209951e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66784 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -12099489.000000 Penalty: 5548.477539
	Iteration 37Q: 3 clusters Score -1.209949e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -12099495.000000 Penalty: 5548.477539
	Iteration 38Q: 3 clusters Score -1.20995e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66808 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -12099496.000000 Penalty: 5548.477539
	Iteration 39Q: 3 clusters Score -1.20995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66815 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -12099515.000000 Penalty: 5548.477539
	Iteration 40F: 3 clusters Score -1.209952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -12099537.000000 Penalty: 5548.477539
	Iteration 41Q: 3 clusters Score -1.209954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66823 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -12099518.000000 Penalty: 5548.477539
	Iteration 42Q: 3 clusters Score -1.209952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -12099526.000000 Penalty: 5548.477539
	Iteration 43Q: 3 clusters Score -1.209953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -12099520.000000 Penalty: 5548.477539
	Iteration 44Q: 3 clusters Score -1.209952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -12099520.000000 Penalty: 5548.477539
	Iteration 45F: 3 clusters Score -1.209952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (60733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60733 members 
Entering Unmasked Estep 
Score: -10455668.000000 Penalty: 2731.531982
	Iteration 0F: 2 clusters Score -1.045567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -10417467.000000 Penalty: 5463.063965
	Iteration 0F: 3 clusters Score -1.041747e+07 nChanged 28319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -10434217.000000 Penalty: 5463.063965
	Iteration 1F: 3 clusters Score -1.043422e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -10435724.000000 Penalty: 5463.063965
	Iteration 2F: 3 clusters Score -1.043572e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -10437997.000000 Penalty: 5463.063965
	Iteration 3F: 3 clusters Score -1.0438e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -10440844.000000 Penalty: 5463.063965
	Iteration 4F: 3 clusters Score -1.044084e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -10444099.000000 Penalty: 5463.063965
	Iteration 5F: 3 clusters Score -1.04441e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -10446955.000000 Penalty: 5463.063965
	Iteration 6F: 3 clusters Score -1.044696e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -10449390.000000 Penalty: 5463.063965
	Iteration 7F: 3 clusters Score -1.044939e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 51642 members 
Entering Unmasked Estep 
Score: -10451260.000000 Penalty: 5463.063965
	Iteration 8Q: 3 clusters Score -1.045126e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -10452423.000000 Penalty: 5463.063965
	Iteration 9Q: 3 clusters Score -1.045242e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 55074 members 
Entering Unmasked Estep 
Score: -10453075.000000 Penalty: 5463.063965
	Iteration 10Q: 3 clusters Score -1.045308e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 56197 members 
Entering Unmasked Estep 
Score: -10453498.000000 Penalty: 5463.063965
	Iteration 11Q: 3 clusters Score -1.04535e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 57007 members 
Entering Unmasked Estep 
Score: -10453725.000000 Penalty: 5463.063965
	Iteration 12Q: 3 clusters Score -1.045372e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 57608 members 
Entering Unmasked Estep 
Score: -10453842.000000 Penalty: 5463.063965
	Iteration 13Q: 3 clusters Score -1.045384e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
Score: -10453980.000000 Penalty: 5463.063965
	Iteration 14Q: 3 clusters Score -1.045398e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -10454070.000000 Penalty: 5463.063965
	Iteration 15Q: 3 clusters Score -1.045407e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -10454121.000000 Penalty: 5463.063965
	Iteration 16Q: 3 clusters Score -1.045412e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 58767 members 
Entering Unmasked Estep 
Score: -10454150.000000 Penalty: 5463.063965
	Iteration 17Q: 3 clusters Score -1.045415e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
Score: -10454126.000000 Penalty: 5463.063965
	Iteration 18Q: 3 clusters Score -1.045413e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 58986 members 
Entering Unmasked Estep 
Score: -10454158.000000 Penalty: 5463.063965
	Iteration 19Q: 3 clusters Score -1.045416e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -10454197.000000 Penalty: 5463.063965
	Iteration 20F: 3 clusters Score -1.04542e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
Score: -10454161.000000 Penalty: 5463.063965
	Iteration 21Q: 3 clusters Score -1.045416e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 59169 members 
Entering Unmasked Estep 
Score: -10454131.000000 Penalty: 5463.063965
	Iteration 22Q: 3 clusters Score -1.045413e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 59210 members 
Entering Unmasked Estep 
Score: -10454130.000000 Penalty: 5463.063965
	Iteration 23Q: 3 clusters Score -1.045413e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 59251 members 
Entering Unmasked Estep 
Score: -10454096.000000 Penalty: 5463.063965
	Iteration 24Q: 3 clusters Score -1.04541e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -10454116.000000 Penalty: 5463.063965
	Iteration 25Q: 3 clusters Score -1.045412e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
Score: -10454088.000000 Penalty: 5463.063965
	Iteration 26Q: 3 clusters Score -1.045409e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 59337 members 
Entering Unmasked Estep 
Score: -10454079.000000 Penalty: 5463.063965
	Iteration 27Q: 3 clusters Score -1.045408e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 59363 members 
Entering Unmasked Estep 
Score: -10454085.000000 Penalty: 5463.063965
	Iteration 28Q: 3 clusters Score -1.045408e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 59383 members 
Entering Unmasked Estep 
Score: -10454101.000000 Penalty: 5463.063965
	Iteration 29Q: 3 clusters Score -1.04541e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
Score: -10454095.000000 Penalty: 5463.063965
	Iteration 30Q: 3 clusters Score -1.04541e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 59437 members 
Entering Unmasked Estep 
Score: -10454099.000000 Penalty: 5463.063965
	Iteration 31Q: 3 clusters Score -1.04541e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 59469 members 
Entering Unmasked Estep 
Score: -10454093.000000 Penalty: 5463.063965
	Iteration 32Q: 3 clusters Score -1.045409e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 59499 members 
Entering Unmasked Estep 
Score: -10454098.000000 Penalty: 5463.063965
	Iteration 33Q: 3 clusters Score -1.04541e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
Score: -10454120.000000 Penalty: 5463.063965
	Iteration 34Q: 3 clusters Score -1.045412e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 59539 members 
Entering Unmasked Estep 
Score: -10454110.000000 Penalty: 5463.063965
	Iteration 35Q: 3 clusters Score -1.045411e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 59560 members 
Entering Unmasked Estep 
Score: -10454125.000000 Penalty: 5463.063965
	Iteration 36Q: 3 clusters Score -1.045412e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 59575 members 
Entering Unmasked Estep 
Score: -10454122.000000 Penalty: 5463.063965
	Iteration 37Q: 3 clusters Score -1.045412e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 59588 members 
Entering Unmasked Estep 
Score: -10454097.000000 Penalty: 5463.063965
	Iteration 38Q: 3 clusters Score -1.04541e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 59598 members 
Entering Unmasked Estep 
Score: -10454102.000000 Penalty: 5463.063965
	Iteration 39Q: 3 clusters Score -1.04541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 59603 members 
Entering Unmasked Estep 
Score: -10454119.000000 Penalty: 5463.063965
	Iteration 40F: 3 clusters Score -1.045412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 59612 members 
Entering Unmasked Estep 
Score: -10454125.000000 Penalty: 5463.063965
	Iteration 41Q: 3 clusters Score -1.045412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -10454123.000000 Penalty: 5463.063965
	Iteration 42Q: 3 clusters Score -1.045412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 59624 members 
Entering Unmasked Estep 
Score: -10454143.000000 Penalty: 5463.063965
	Iteration 43Q: 3 clusters Score -1.045414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -10454135.000000 Penalty: 5463.063965
	Iteration 44Q: 3 clusters Score -1.045414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -10454134.000000 Penalty: 5463.063965
	Iteration 45Q: 3 clusters Score -1.045413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -10454143.000000 Penalty: 5463.063965
	Iteration 46Q: 3 clusters Score -1.045414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -10454141.000000 Penalty: 5463.063965
	Iteration 47Q: 3 clusters Score -1.045414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 59636 members 
Entering Unmasked Estep 
Score: -10454136.000000 Penalty: 5463.063965
	Iteration 48Q: 3 clusters Score -1.045414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -10454139.000000 Penalty: 5463.063965
	Iteration 49Q: 3 clusters Score -1.045414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 59639 members 
Entering Unmasked Estep 
Score: -10454137.000000 Penalty: 5463.063965
	Iteration 50Q: 3 clusters Score -1.045414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
Score: -10454138.000000 Penalty: 5463.063965
	Iteration 51Q: 3 clusters Score -1.045414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 59643 members 
Entering Unmasked Estep 
Score: -10454132.000000 Penalty: 5463.063965
	Iteration 52Q: 3 clusters Score -1.045413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 59645 members 
Entering Unmasked Estep 
Score: -10454138.000000 Penalty: 5463.063965
	Iteration 53Q: 3 clusters Score -1.045414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 59651 members 
Entering Unmasked Estep 
Score: -10454147.000000 Penalty: 5463.063965
	Iteration 54Q: 3 clusters Score -1.045415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 59660 members 
Entering Unmasked Estep 
Score: -10454144.000000 Penalty: 5463.063965
	Iteration 55Q: 3 clusters Score -1.045414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -10454148.000000 Penalty: 5463.063965
	Iteration 56Q: 3 clusters Score -1.045415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 59677 members 
Entering Unmasked Estep 
Score: -10454144.000000 Penalty: 5463.063965
	Iteration 57Q: 3 clusters Score -1.045414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 59680 members 
Entering Unmasked Estep 
Score: -10454148.000000 Penalty: 5463.063965
	Iteration 58Q: 3 clusters Score -1.045415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -10454159.000000 Penalty: 5463.063965
	Iteration 59Q: 3 clusters Score -1.045416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 59690 members 
Entering Unmasked Estep 
Score: -10454147.000000 Penalty: 5463.063965
	Iteration 60F: 3 clusters Score -1.045415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 59694 members 
Entering Unmasked Estep 
Score: -10454142.000000 Penalty: 5463.063965
	Iteration 61Q: 3 clusters Score -1.045414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 59697 members 
Entering Unmasked Estep 
Score: -10454154.000000 Penalty: 5463.063965
	Iteration 62Q: 3 clusters Score -1.045415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -10454171.000000 Penalty: 5463.063965
	Iteration 63Q: 3 clusters Score -1.045417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -10454165.000000 Penalty: 5463.063965
	Iteration 64Q: 3 clusters Score -1.045416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 59710 members 
Entering Unmasked Estep 
Score: -10454158.000000 Penalty: 5463.063965
	Iteration 65Q: 3 clusters Score -1.045416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 59709 members 
Entering Unmasked Estep 
Score: -10454162.000000 Penalty: 5463.063965
	Iteration 66Q: 3 clusters Score -1.045416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 59709 members 
Entering Unmasked Estep 
Score: -10454162.000000 Penalty: 5463.063965
	Iteration 67F: 3 clusters Score -1.045416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Entering Unmasked Estep 
Score: -2289778.250000 Penalty: 2356.728027
	Iteration 0F: 2 clusters Score -2289778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2279947.750000 Penalty: 4713.456055
	Iteration 0F: 3 clusters Score -2279948 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2283196.000000 Penalty: 4713.456055
	Iteration 1F: 3 clusters Score -2283196 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2283849.500000 Penalty: 4713.456055
	Iteration 2F: 3 clusters Score -2283850 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2284652.500000 Penalty: 4713.456055
	Iteration 3F: 3 clusters Score -2284652 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2285551.000000 Penalty: 4713.456055
	Iteration 4F: 3 clusters Score -2285551 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2286268.000000 Penalty: 4713.456055
	Iteration 5F: 3 clusters Score -2286268 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2286794.750000 Penalty: 4713.456055
	Iteration 6F: 3 clusters Score -2286795 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2287222.500000 Penalty: 4713.456055
	Iteration 7Q: 3 clusters Score -2287222 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2287639.500000 Penalty: 4713.456055
	Iteration 8Q: 3 clusters Score -2287640 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2288045.500000 Penalty: 4713.456055
	Iteration 9Q: 3 clusters Score -2288046 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2288563.500000 Penalty: 4713.456055
	Iteration 10Q: 3 clusters Score -2288564 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2288956.750000 Penalty: 4713.456055
	Iteration 11Q: 3 clusters Score -2288957 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2289127.250000 Penalty: 4713.456055
	Iteration 12Q: 3 clusters Score -2289127 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2289231.250000 Penalty: 4713.456055
	Iteration 13Q: 3 clusters Score -2289231 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2289330.500000 Penalty: 4713.456055
	Iteration 14Q: 3 clusters Score -2289330 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2289422.750000 Penalty: 4713.456055
	Iteration 15Q: 3 clusters Score -2289423 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2289523.500000 Penalty: 4713.456055
	Iteration 16Q: 3 clusters Score -2289524 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2289716.500000 Penalty: 4713.456055
	Iteration 17Q: 3 clusters Score -2289716 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2290059.000000 Penalty: 4713.456055
	Iteration 18Q: 3 clusters Score -2290059 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2290625.500000 Penalty: 4713.456055
	Iteration 19Q: 3 clusters Score -2290626 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2291430.000000 Penalty: 4713.456055
	Iteration 20F: 3 clusters Score -2291430 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2292313.000000 Penalty: 4713.456055
	Iteration 21Q: 3 clusters Score -2292313 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2293026.250000 Penalty: 4713.456055
	Iteration 22Q: 3 clusters Score -2293026 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2293389.250000 Penalty: 4713.456055
	Iteration 23Q: 3 clusters Score -2293389 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2293562.500000 Penalty: 4713.456055
	Iteration 24Q: 3 clusters Score -2293562 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2293679.750000 Penalty: 4713.456055
	Iteration 25Q: 3 clusters Score -2293680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2293736.750000 Penalty: 4713.456055
	Iteration 26Q: 3 clusters Score -2293737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2293747.750000 Penalty: 4713.456055
	Iteration 27Q: 3 clusters Score -2293748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2293756.250000 Penalty: 4713.456055
	Iteration 28Q: 3 clusters Score -2293756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2293755.000000 Penalty: 4713.456055
	Iteration 29Q: 3 clusters Score -2293755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2293750.250000 Penalty: 4713.456055
	Iteration 30Q: 3 clusters Score -2293750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2293750.750000 Penalty: 4713.456055
	Iteration 31Q: 3 clusters Score -2293751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2293747.750000 Penalty: 4713.456055
	Iteration 32Q: 3 clusters Score -2293748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2293763.500000 Penalty: 4713.456055
	Iteration 33F: 3 clusters Score -2293764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2293775.000000 Penalty: 4713.456055
	Iteration 34Q: 3 clusters Score -2293775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2293780.000000 Penalty: 4713.456055
	Iteration 35Q: 3 clusters Score -2293780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2293780.000000 Penalty: 4713.456055
	Iteration 36Q: 3 clusters Score -2293780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2293779.000000 Penalty: 4713.456055
	Iteration 37Q: 3 clusters Score -2293779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2293779.000000 Penalty: 4713.456055
	Iteration 38Q: 3 clusters Score -2293779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2293779.000000 Penalty: 4713.456055
	Iteration 39F: 3 clusters Score -2293779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 15010 members 
Mstep: Class 4 contains 15877 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 11642 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 9227 members 
Mstep: Class 10 contains 13776 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 8638 members 
Mstep: Class 14 contains 54783 members 
Mstep: Class 15 contains 12263 members 
Mstep: Class 16 contains 72146 members 
Mstep: Class 17 contains 60733 members 
Mstep: Class 18 contains 5853 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 59097 members 
Mstep: Class 22 contains 49325 members 
Mstep: Class 23 contains 3440 members 
Mstep: Class 24 contains 6537 members 
Mstep: Class 25 contains 1471 members 
Mstep: Class 26 contains 22501 members 
Mstep: Class 27 contains 2013 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 12983 members 
Mstep: Class 30 contains 71377 members 
Mstep: Class 31 contains 23881 members 
Mstep: Class 32 contains 24855 members 
Mstep: Class 33 contains 32132 members 
Mstep: Class 34 contains 37041 members 
Mstep: Class 35 contains 4889 members 
Mstep: Class 36 contains 2316 members 
Mstep: Class 37 contains 4394 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 9106 members 
Mstep: Class 40 contains 14562 members 
Mstep: Class 41 contains 7546 members 
Entering Unmasked Estep 
Score: -115002184.000000 Penalty: 136866.812500
Splitting cluster 18 changes total score from -114992488.000000 to -115002184.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 19 (6566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Entering Unmasked Estep 
Score: -1107080.625000 Penalty: 2179.835693
	Iteration 0F: 2 clusters Score -1107081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1101620.125000 Penalty: 4359.671387
	Iteration 0F: 3 clusters Score -1101620 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1103201.500000 Penalty: 4359.671387
	Iteration 1F: 3 clusters Score -1103202 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1103587.625000 Penalty: 4359.671387
	Iteration 2F: 3 clusters Score -1103588 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1103926.000000 Penalty: 4359.671387
	Iteration 3F: 3 clusters Score -1103926 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1104198.500000 Penalty: 4359.671387
	Iteration 4F: 3 clusters Score -1104198 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1104397.250000 Penalty: 4359.671387
	Iteration 5Q: 3 clusters Score -1104397 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1104544.375000 Penalty: 4359.671387
	Iteration 6Q: 3 clusters Score -1104544 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1104646.625000 Penalty: 4359.671387
	Iteration 7Q: 3 clusters Score -1104647 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1104732.875000 Penalty: 4359.671387
	Iteration 8Q: 3 clusters Score -1104733 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1104818.500000 Penalty: 4359.671387
	Iteration 9Q: 3 clusters Score -1104818 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1104881.750000 Penalty: 4359.671387
	Iteration 10Q: 3 clusters Score -1104882 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1104935.875000 Penalty: 4359.671387
	Iteration 11Q: 3 clusters Score -1104936 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1104975.500000 Penalty: 4359.671387
	Iteration 12Q: 3 clusters Score -1104976 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1105008.625000 Penalty: 4359.671387
	Iteration 13Q: 3 clusters Score -1105009 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1105031.000000 Penalty: 4359.671387
	Iteration 14Q: 3 clusters Score -1105031 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1105051.375000 Penalty: 4359.671387
	Iteration 15Q: 3 clusters Score -1105051 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1105064.125000 Penalty: 4359.671387
	Iteration 16Q: 3 clusters Score -1105064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1105081.250000 Penalty: 4359.671387
	Iteration 17Q: 3 clusters Score -1105081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1105092.750000 Penalty: 4359.671387
	Iteration 18Q: 3 clusters Score -1105093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1105108.500000 Penalty: 4359.671387
	Iteration 19Q: 3 clusters Score -1105108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1105122.875000 Penalty: 4359.671387
	Iteration 20F: 3 clusters Score -1105123 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1105135.875000 Penalty: 4359.671387
	Iteration 21Q: 3 clusters Score -1105136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1105157.375000 Penalty: 4359.671387
	Iteration 22Q: 3 clusters Score -1105157 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1105167.875000 Penalty: 4359.671387
	Iteration 23Q: 3 clusters Score -1105168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1105179.500000 Penalty: 4359.671387
	Iteration 24Q: 3 clusters Score -1105180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1105184.625000 Penalty: 4359.671387
	Iteration 25Q: 3 clusters Score -1105185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1105192.375000 Penalty: 4359.671387
	Iteration 26Q: 3 clusters Score -1105192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1105197.500000 Penalty: 4359.671387
	Iteration 27Q: 3 clusters Score -1105198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1105202.000000 Penalty: 4359.671387
	Iteration 28Q: 3 clusters Score -1105202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1105206.375000 Penalty: 4359.671387
	Iteration 29Q: 3 clusters Score -1105206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1105211.875000 Penalty: 4359.671387
	Iteration 30Q: 3 clusters Score -1105212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1105210.500000 Penalty: 4359.671387
	Iteration 31Q: 3 clusters Score -1105210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1105212.750000 Penalty: 4359.671387
	Iteration 32Q: 3 clusters Score -1105213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1105218.375000 Penalty: 4359.671387
	Iteration 33Q: 3 clusters Score -1105218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1105217.125000 Penalty: 4359.671387
	Iteration 34Q: 3 clusters Score -1105217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1105219.125000 Penalty: 4359.671387
	Iteration 35Q: 3 clusters Score -1105219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1105221.500000 Penalty: 4359.671387
	Iteration 36Q: 3 clusters Score -1105222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1105222.250000 Penalty: 4359.671387
	Iteration 37Q: 3 clusters Score -1105222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1105222.250000 Penalty: 4359.671387
	Iteration 38F: 3 clusters Score -1105222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -86556.437500 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -86556.44 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 286 members 
Entering Unmasked Estep 
Score: -85044.093750 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -85044.09 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -85294.562500 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -85294.56 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -85372.843750 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -85372.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -85426.203125 Penalty: 3150.904053
	Iteration 3Q: 3 clusters Score -85426.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -85458.640625 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -85458.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -85504.101562 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -85504.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -85520.078125 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -85520.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -85530.703125 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -85530.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -85539.687500 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -85539.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -85542.164062 Penalty: 3150.904053
	Iteration 9Q: 3 clusters Score -85542.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -85542.875000 Penalty: 3150.904053
	Iteration 10Q: 3 clusters Score -85542.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -85542.875000 Penalty: 3150.904053
	Iteration 11F: 3 clusters Score -85542.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (59097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59097 members 
Entering Unmasked Estep 
Score: -9532548.000000 Penalty: 2724.760010
	Iteration 0F: 2 clusters Score -9532548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -9493076.000000 Penalty: 5449.520020
	Iteration 0F: 3 clusters Score -9493076 nChanged 27278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -9509112.000000 Penalty: 5449.520020
	Iteration 1F: 3 clusters Score -9509112 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -9511032.000000 Penalty: 5449.520020
	Iteration 2F: 3 clusters Score -9511032 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -9513603.000000 Penalty: 5449.520020
	Iteration 3F: 3 clusters Score -9513603 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -9516646.000000 Penalty: 5449.520020
	Iteration 4F: 3 clusters Score -9516646 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -9519746.000000 Penalty: 5449.520020
	Iteration 5F: 3 clusters Score -9519746 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -9522291.000000 Penalty: 5449.520020
	Iteration 6F: 3 clusters Score -9522291 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -9524276.000000 Penalty: 5449.520020
	Iteration 7F: 3 clusters Score -9524276 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -9525782.000000 Penalty: 5449.520020
	Iteration 8Q: 3 clusters Score -9525782 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -9526812.000000 Penalty: 5449.520020
	Iteration 9Q: 3 clusters Score -9526812 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -9527607.000000 Penalty: 5449.520020
	Iteration 10Q: 3 clusters Score -9527607 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -9528038.000000 Penalty: 5449.520020
	Iteration 11Q: 3 clusters Score -9528038 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -9528332.000000 Penalty: 5449.520020
	Iteration 12Q: 3 clusters Score -9528332 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -9528626.000000 Penalty: 5449.520020
	Iteration 13Q: 3 clusters Score -9528626 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -9528889.000000 Penalty: 5449.520020
	Iteration 14Q: 3 clusters Score -9528889 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -9529111.000000 Penalty: 5449.520020
	Iteration 15Q: 3 clusters Score -9529111 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -9529377.000000 Penalty: 5449.520020
	Iteration 16Q: 3 clusters Score -9529377 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -9529662.000000 Penalty: 5449.520020
	Iteration 17Q: 3 clusters Score -9529662 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -9529920.000000 Penalty: 5449.520020
	Iteration 18Q: 3 clusters Score -9529920 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -9530222.000000 Penalty: 5449.520020
	Iteration 19Q: 3 clusters Score -9530222 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -9530502.000000 Penalty: 5449.520020
	Iteration 20F: 3 clusters Score -9530502 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -9530860.000000 Penalty: 5449.520020
	Iteration 21Q: 3 clusters Score -9530860 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -9531318.000000 Penalty: 5449.520020
	Iteration 22Q: 3 clusters Score -9531318 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -9531810.000000 Penalty: 5449.520020
	Iteration 23Q: 3 clusters Score -9531810 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -9532390.000000 Penalty: 5449.520020
	Iteration 24Q: 3 clusters Score -9532390 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -9532986.000000 Penalty: 5449.520020
	Iteration 25Q: 3 clusters Score -9532986 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -9533534.000000 Penalty: 5449.520020
	Iteration 26Q: 3 clusters Score -9533534 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -9533966.000000 Penalty: 5449.520020
	Iteration 27Q: 3 clusters Score -9533966 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -9534311.000000 Penalty: 5449.520020
	Iteration 28Q: 3 clusters Score -9534311 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -9534504.000000 Penalty: 5449.520020
	Iteration 29Q: 3 clusters Score -9534504 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -9534694.000000 Penalty: 5449.520020
	Iteration 30Q: 3 clusters Score -9534694 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -9534817.000000 Penalty: 5449.520020
	Iteration 31Q: 3 clusters Score -9534817 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -9534913.000000 Penalty: 5449.520020
	Iteration 32Q: 3 clusters Score -9534913 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -9534963.000000 Penalty: 5449.520020
	Iteration 33Q: 3 clusters Score -9534963 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -9535007.000000 Penalty: 5449.520020
	Iteration 34Q: 3 clusters Score -9535007 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -9535022.000000 Penalty: 5449.520020
	Iteration 35Q: 3 clusters Score -9535022 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -9535070.000000 Penalty: 5449.520020
	Iteration 36Q: 3 clusters Score -9535070 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -9535044.000000 Penalty: 5449.520020
	Iteration 37Q: 3 clusters Score -9535044 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -9535076.000000 Penalty: 5449.520020
	Iteration 38Q: 3 clusters Score -9535076 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -9535084.000000 Penalty: 5449.520020
	Iteration 39Q: 3 clusters Score -9535084 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -9535108.000000 Penalty: 5449.520020
	Iteration 40F: 3 clusters Score -9535108 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -9535123.000000 Penalty: 5449.520020
	Iteration 41Q: 3 clusters Score -9535123 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -9535130.000000 Penalty: 5449.520020
	Iteration 42Q: 3 clusters Score -9535130 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -9535136.000000 Penalty: 5449.520020
	Iteration 43Q: 3 clusters Score -9535136 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -9535144.000000 Penalty: 5449.520020
	Iteration 44Q: 3 clusters Score -9535144 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -9535157.000000 Penalty: 5449.520020
	Iteration 45Q: 3 clusters Score -9535157 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -9535134.000000 Penalty: 5449.520020
	Iteration 46Q: 3 clusters Score -9535134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -9535148.000000 Penalty: 5449.520020
	Iteration 47Q: 3 clusters Score -9535148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -9535138.000000 Penalty: 5449.520020
	Iteration 48Q: 3 clusters Score -9535138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -9535150.000000 Penalty: 5449.520020
	Iteration 49Q: 3 clusters Score -9535150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -9535122.000000 Penalty: 5449.520020
	Iteration 50Q: 3 clusters Score -9535122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -9535145.000000 Penalty: 5449.520020
	Iteration 51Q: 3 clusters Score -9535145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -9535115.000000 Penalty: 5449.520020
	Iteration 52Q: 3 clusters Score -9535115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -9535134.000000 Penalty: 5449.520020
	Iteration 53Q: 3 clusters Score -9535134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -9535128.000000 Penalty: 5449.520020
	Iteration 54Q: 3 clusters Score -9535128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -9535142.000000 Penalty: 5449.520020
	Iteration 55Q: 3 clusters Score -9535142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -9535145.000000 Penalty: 5449.520020
	Iteration 56Q: 3 clusters Score -9535145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -9535150.000000 Penalty: 5449.520020
	Iteration 57Q: 3 clusters Score -9535150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -9535134.000000 Penalty: 5449.520020
	Iteration 58Q: 3 clusters Score -9535134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -9535142.000000 Penalty: 5449.520020
	Iteration 59Q: 3 clusters Score -9535142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -9535133.000000 Penalty: 5449.520020
	Iteration 60F: 3 clusters Score -9535133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -9535116.000000 Penalty: 5449.520020
	Iteration 61Q: 3 clusters Score -9535116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -9535124.000000 Penalty: 5449.520020
	Iteration 62Q: 3 clusters Score -9535124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -9535128.000000 Penalty: 5449.520020
	Iteration 63Q: 3 clusters Score -9535128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -9535125.000000 Penalty: 5449.520020
	Iteration 64Q: 3 clusters Score -9535125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -9535127.000000 Penalty: 5449.520020
	Iteration 65Q: 3 clusters Score -9535127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -9535121.000000 Penalty: 5449.520020
	Iteration 66Q: 3 clusters Score -9535121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -9535124.000000 Penalty: 5449.520020
	Iteration 67Q: 3 clusters Score -9535124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -9535130.000000 Penalty: 5449.520020
	Iteration 68Q: 3 clusters Score -9535130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -9535121.000000 Penalty: 5449.520020
	Iteration 69Q: 3 clusters Score -9535121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -9535130.000000 Penalty: 5449.520020
	Iteration 70Q: 3 clusters Score -9535130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -9535148.000000 Penalty: 5449.520020
	Iteration 71Q: 3 clusters Score -9535148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -9535148.000000 Penalty: 5449.520020
	Iteration 72Q: 3 clusters Score -9535148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -9535148.000000 Penalty: 5449.520020
	Iteration 73Q: 3 clusters Score -9535148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -9535152.000000 Penalty: 5449.520020
	Iteration 74Q: 3 clusters Score -9535152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -9535174.000000 Penalty: 5449.520020
	Iteration 75Q: 3 clusters Score -9535174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -9535159.000000 Penalty: 5449.520020
	Iteration 76Q: 3 clusters Score -9535159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -9535148.000000 Penalty: 5449.520020
	Iteration 77Q: 3 clusters Score -9535148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -9535157.000000 Penalty: 5449.520020
	Iteration 78Q: 3 clusters Score -9535157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -9535152.000000 Penalty: 5449.520020
	Iteration 79Q: 3 clusters Score -9535152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 48889 members 
Entering Unmasked Estep 
Score: -9535166.000000 Penalty: 5449.520020
	Iteration 80F: 3 clusters Score -9535166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -9535155.000000 Penalty: 5449.520020
	Iteration 81Q: 3 clusters Score -9535155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -9535157.000000 Penalty: 5449.520020
	Iteration 82Q: 3 clusters Score -9535157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -9535158.000000 Penalty: 5449.520020
	Iteration 83Q: 3 clusters Score -9535158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -9535144.000000 Penalty: 5449.520020
	Iteration 84Q: 3 clusters Score -9535144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -9535142.000000 Penalty: 5449.520020
	Iteration 85Q: 3 clusters Score -9535142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -9535142.000000 Penalty: 5449.520020
	Iteration 86F: 3 clusters Score -9535142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 15010 members 
Mstep: Class 4 contains 15877 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 11642 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 9227 members 
Mstep: Class 10 contains 13776 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 8638 members 
Mstep: Class 14 contains 54783 members 
Mstep: Class 15 contains 12263 members 
Mstep: Class 16 contains 72146 members 
Mstep: Class 17 contains 60733 members 
Mstep: Class 18 contains 5853 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 10192 members 
Mstep: Class 22 contains 49325 members 
Mstep: Class 23 contains 3440 members 
Mstep: Class 24 contains 6537 members 
Mstep: Class 25 contains 1471 members 
Mstep: Class 26 contains 22501 members 
Mstep: Class 27 contains 2013 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 12983 members 
Mstep: Class 30 contains 71377 members 
Mstep: Class 31 contains 23881 members 
Mstep: Class 32 contains 24855 members 
Mstep: Class 33 contains 32132 members 
Mstep: Class 34 contains 37041 members 
Mstep: Class 35 contains 4889 members 
Mstep: Class 36 contains 2316 members 
Mstep: Class 37 contains 4394 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 9106 members 
Mstep: Class 40 contains 14562 members 
Mstep: Class 41 contains 7546 members 
Mstep: Class 42 contains 48905 members 
Entering Unmasked Estep 
Score: -115004032.000000 Penalty: 140205.031250
Splitting cluster 21 changes total score from -114992488.000000 to -115004032.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 22 (49325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Entering Unmasked Estep 
Score: -8095433.000000 Penalty: 2679.934326
	Iteration 0F: 2 clusters Score -8095433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -8062522.000000 Penalty: 5359.868652
	Iteration 0F: 3 clusters Score -8062522 nChanged 22736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -8075979.500000 Penalty: 5359.868652
	Iteration 1F: 3 clusters Score -8075980 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -8077695.000000 Penalty: 5359.868652
	Iteration 2F: 3 clusters Score -8077695 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -8079841.500000 Penalty: 5359.868652
	Iteration 3F: 3 clusters Score -8079842 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -8082227.500000 Penalty: 5359.868652
	Iteration 4F: 3 clusters Score -8082228 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -8084320.000000 Penalty: 5359.868652
	Iteration 5F: 3 clusters Score -8084320 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -8086053.000000 Penalty: 5359.868652
	Iteration 6F: 3 clusters Score -8086053 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -8087306.000000 Penalty: 5359.868652
	Iteration 7Q: 3 clusters Score -8087306 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -8088170.500000 Penalty: 5359.868652
	Iteration 8Q: 3 clusters Score -8088170 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -8088709.000000 Penalty: 5359.868652
	Iteration 9Q: 3 clusters Score -8088709 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -8089061.500000 Penalty: 5359.868652
	Iteration 10Q: 3 clusters Score -8089062 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -8089226.000000 Penalty: 5359.868652
	Iteration 11Q: 3 clusters Score -8089226 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -8089337.000000 Penalty: 5359.868652
	Iteration 12Q: 3 clusters Score -8089337 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -8089393.500000 Penalty: 5359.868652
	Iteration 13Q: 3 clusters Score -8089394 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -8089489.500000 Penalty: 5359.868652
	Iteration 14Q: 3 clusters Score -8089490 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -8089558.000000 Penalty: 5359.868652
	Iteration 15Q: 3 clusters Score -8089558 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -8089592.000000 Penalty: 5359.868652
	Iteration 16Q: 3 clusters Score -8089592 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -8089629.500000 Penalty: 5359.868652
	Iteration 17Q: 3 clusters Score -8089630 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -8089632.000000 Penalty: 5359.868652
	Iteration 18Q: 3 clusters Score -8089632 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -8089712.500000 Penalty: 5359.868652
	Iteration 19Q: 3 clusters Score -8089712 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -8089818.000000 Penalty: 5359.868652
	Iteration 20F: 3 clusters Score -8089818 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -8089856.500000 Penalty: 5359.868652
	Iteration 21Q: 3 clusters Score -8089856 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -8089919.500000 Penalty: 5359.868652
	Iteration 22Q: 3 clusters Score -8089920 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -8089971.500000 Penalty: 5359.868652
	Iteration 23Q: 3 clusters Score -8089972 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -8090026.000000 Penalty: 5359.868652
	Iteration 24Q: 3 clusters Score -8090026 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -8090105.000000 Penalty: 5359.868652
	Iteration 25Q: 3 clusters Score -8090105 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -8090188.000000 Penalty: 5359.868652
	Iteration 26Q: 3 clusters Score -8090188 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -8090291.500000 Penalty: 5359.868652
	Iteration 27Q: 3 clusters Score -8090292 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -8090403.500000 Penalty: 5359.868652
	Iteration 28Q: 3 clusters Score -8090404 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -8090518.000000 Penalty: 5359.868652
	Iteration 29Q: 3 clusters Score -8090518 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -8090641.500000 Penalty: 5359.868652
	Iteration 30Q: 3 clusters Score -8090642 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -8090772.000000 Penalty: 5359.868652
	Iteration 31Q: 3 clusters Score -8090772 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -8090921.000000 Penalty: 5359.868652
	Iteration 32Q: 3 clusters Score -8090921 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -8091118.500000 Penalty: 5359.868652
	Iteration 33Q: 3 clusters Score -8091118 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -8091270.000000 Penalty: 5359.868652
	Iteration 34Q: 3 clusters Score -8091270 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -8091442.500000 Penalty: 5359.868652
	Iteration 35Q: 3 clusters Score -8091442 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -8091563.500000 Penalty: 5359.868652
	Iteration 36Q: 3 clusters Score -8091564 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -8091698.500000 Penalty: 5359.868652
	Iteration 37Q: 3 clusters Score -8091698 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -8091781.000000 Penalty: 5359.868652
	Iteration 38Q: 3 clusters Score -8091781 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -8091906.000000 Penalty: 5359.868652
	Iteration 39Q: 3 clusters Score -8091906 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -8091960.000000 Penalty: 5359.868652
	Iteration 40F: 3 clusters Score -8091960 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -8092045.000000 Penalty: 5359.868652
	Iteration 41Q: 3 clusters Score -8092045 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -8092092.500000 Penalty: 5359.868652
	Iteration 42Q: 3 clusters Score -8092092 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -8092173.500000 Penalty: 5359.868652
	Iteration 43Q: 3 clusters Score -8092174 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -8092216.500000 Penalty: 5359.868652
	Iteration 44Q: 3 clusters Score -8092216 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -8092264.500000 Penalty: 5359.868652
	Iteration 45Q: 3 clusters Score -8092264 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -8092316.000000 Penalty: 5359.868652
	Iteration 46Q: 3 clusters Score -8092316 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -8092350.500000 Penalty: 5359.868652
	Iteration 47Q: 3 clusters Score -8092350 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -8092432.500000 Penalty: 5359.868652
	Iteration 48Q: 3 clusters Score -8092432 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -8092464.500000 Penalty: 5359.868652
	Iteration 49Q: 3 clusters Score -8092464 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -8092525.500000 Penalty: 5359.868652
	Iteration 50Q: 3 clusters Score -8092526 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -8092577.500000 Penalty: 5359.868652
	Iteration 51Q: 3 clusters Score -8092578 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -8092639.000000 Penalty: 5359.868652
	Iteration 52Q: 3 clusters Score -8092639 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -8092695.500000 Penalty: 5359.868652
	Iteration 53Q: 3 clusters Score -8092696 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -8092789.500000 Penalty: 5359.868652
	Iteration 54Q: 3 clusters Score -8092790 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -8092846.000000 Penalty: 5359.868652
	Iteration 55Q: 3 clusters Score -8092846 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -8092920.000000 Penalty: 5359.868652
	Iteration 56Q: 3 clusters Score -8092920 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -8092985.500000 Penalty: 5359.868652
	Iteration 57Q: 3 clusters Score -8092986 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -8093052.500000 Penalty: 5359.868652
	Iteration 58Q: 3 clusters Score -8093052 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -8093097.000000 Penalty: 5359.868652
	Iteration 59Q: 3 clusters Score -8093097 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -8093169.000000 Penalty: 5359.868652
	Iteration 60F: 3 clusters Score -8093169 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -8093223.000000 Penalty: 5359.868652
	Iteration 61Q: 3 clusters Score -8093223 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -8093267.500000 Penalty: 5359.868652
	Iteration 62Q: 3 clusters Score -8093268 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -8093334.000000 Penalty: 5359.868652
	Iteration 63Q: 3 clusters Score -8093334 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -8093374.000000 Penalty: 5359.868652
	Iteration 64Q: 3 clusters Score -8093374 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -8093388.000000 Penalty: 5359.868652
	Iteration 65Q: 3 clusters Score -8093388 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -8093447.500000 Penalty: 5359.868652
	Iteration 66Q: 3 clusters Score -8093448 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -8093483.500000 Penalty: 5359.868652
	Iteration 67Q: 3 clusters Score -8093484 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -8093488.000000 Penalty: 5359.868652
	Iteration 68Q: 3 clusters Score -8093488 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -8093551.500000 Penalty: 5359.868652
	Iteration 69Q: 3 clusters Score -8093552 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -8093559.000000 Penalty: 5359.868652
	Iteration 70Q: 3 clusters Score -8093559 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -8093584.500000 Penalty: 5359.868652
	Iteration 71Q: 3 clusters Score -8093584 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -8093616.000000 Penalty: 5359.868652
	Iteration 72Q: 3 clusters Score -8093616 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -8093623.000000 Penalty: 5359.868652
	Iteration 73Q: 3 clusters Score -8093623 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -8093634.500000 Penalty: 5359.868652
	Iteration 74Q: 3 clusters Score -8093634 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -8093652.500000 Penalty: 5359.868652
	Iteration 75Q: 3 clusters Score -8093652 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -8093696.500000 Penalty: 5359.868652
	Iteration 76Q: 3 clusters Score -8093696 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -8093713.500000 Penalty: 5359.868652
	Iteration 77Q: 3 clusters Score -8093714 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -8093732.500000 Penalty: 5359.868652
	Iteration 78Q: 3 clusters Score -8093732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -8093732.500000 Penalty: 5359.868652
	Iteration 79Q: 3 clusters Score -8093732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -8093743.000000 Penalty: 5359.868652
	Iteration 80F: 3 clusters Score -8093743 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -8093718.000000 Penalty: 5359.868652
	Iteration 81Q: 3 clusters Score -8093718 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -8093734.500000 Penalty: 5359.868652
	Iteration 82Q: 3 clusters Score -8093734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -8093770.500000 Penalty: 5359.868652
	Iteration 83Q: 3 clusters Score -8093770 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -8093788.500000 Penalty: 5359.868652
	Iteration 84Q: 3 clusters Score -8093788 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -8093781.500000 Penalty: 5359.868652
	Iteration 85Q: 3 clusters Score -8093782 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -8093803.500000 Penalty: 5359.868652
	Iteration 86Q: 3 clusters Score -8093804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -8093784.000000 Penalty: 5359.868652
	Iteration 87Q: 3 clusters Score -8093784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -8093799.500000 Penalty: 5359.868652
	Iteration 88Q: 3 clusters Score -8093800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -8093785.000000 Penalty: 5359.868652
	Iteration 89Q: 3 clusters Score -8093785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -8093798.000000 Penalty: 5359.868652
	Iteration 90Q: 3 clusters Score -8093798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -8093800.000000 Penalty: 5359.868652
	Iteration 91Q: 3 clusters Score -8093800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -8093796.500000 Penalty: 5359.868652
	Iteration 92Q: 3 clusters Score -8093796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -8093804.500000 Penalty: 5359.868652
	Iteration 93Q: 3 clusters Score -8093804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -8093808.500000 Penalty: 5359.868652
	Iteration 94Q: 3 clusters Score -8093808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -8093828.500000 Penalty: 5359.868652
	Iteration 95Q: 3 clusters Score -8093828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -8093833.500000 Penalty: 5359.868652
	Iteration 96Q: 3 clusters Score -8093834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8093818.500000 Penalty: 5359.868652
	Iteration 97Q: 3 clusters Score -8093818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -8093841.000000 Penalty: 5359.868652
	Iteration 98Q: 3 clusters Score -8093841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -8093833.500000 Penalty: 5359.868652
	Iteration 99Q: 3 clusters Score -8093834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -8093830.000000 Penalty: 5359.868652
	Iteration 100F: 3 clusters Score -8093830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -8093835.000000 Penalty: 5359.868652
	Iteration 101Q: 3 clusters Score -8093835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -8093848.500000 Penalty: 5359.868652
	Iteration 102Q: 3 clusters Score -8093848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -8093844.500000 Penalty: 5359.868652
	Iteration 103Q: 3 clusters Score -8093844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -8093848.000000 Penalty: 5359.868652
	Iteration 104Q: 3 clusters Score -8093848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -8093846.000000 Penalty: 5359.868652
	Iteration 105Q: 3 clusters Score -8093846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -8093864.000000 Penalty: 5359.868652
	Iteration 106Q: 3 clusters Score -8093864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -8093862.000000 Penalty: 5359.868652
	Iteration 107Q: 3 clusters Score -8093862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -8093854.500000 Penalty: 5359.868652
	Iteration 108Q: 3 clusters Score -8093854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -8093867.000000 Penalty: 5359.868652
	Iteration 109Q: 3 clusters Score -8093867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -8093879.000000 Penalty: 5359.868652
	Iteration 110Q: 3 clusters Score -8093879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8093875.000000 Penalty: 5359.868652
	Iteration 111Q: 3 clusters Score -8093875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -8093874.500000 Penalty: 5359.868652
	Iteration 112Q: 3 clusters Score -8093874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -8093874.000000 Penalty: 5359.868652
	Iteration 113Q: 3 clusters Score -8093874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -8093876.500000 Penalty: 5359.868652
	Iteration 114Q: 3 clusters Score -8093876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -8093871.000000 Penalty: 5359.868652
	Iteration 115Q: 3 clusters Score -8093871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -8093871.500000 Penalty: 5359.868652
	Iteration 116Q: 3 clusters Score -8093872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -8093886.000000 Penalty: 5359.868652
	Iteration 117Q: 3 clusters Score -8093886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -8093879.000000 Penalty: 5359.868652
	Iteration 118Q: 3 clusters Score -8093879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -8093892.000000 Penalty: 5359.868652
	Iteration 119Q: 3 clusters Score -8093892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -8093898.500000 Penalty: 5359.868652
	Iteration 120F: 3 clusters Score -8093898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -8093896.500000 Penalty: 5359.868652
	Iteration 121Q: 3 clusters Score -8093896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -8093896.000000 Penalty: 5359.868652
	Iteration 122Q: 3 clusters Score -8093896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -8093889.000000 Penalty: 5359.868652
	Iteration 123Q: 3 clusters Score -8093889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -8093900.000000 Penalty: 5359.868652
	Iteration 124Q: 3 clusters Score -8093900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -8093891.000000 Penalty: 5359.868652
	Iteration 125Q: 3 clusters Score -8093891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -8093891.000000 Penalty: 5359.868652
	Iteration 126F: 3 clusters Score -8093891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Entering Unmasked Estep 
Score: -517878.625000 Penalty: 2019.520264
	Iteration 0F: 2 clusters Score -517878.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -514522.031250 Penalty: 4039.040527
	Iteration 0F: 3 clusters Score -514522 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -515554.406250 Penalty: 4039.040527
	Iteration 1F: 3 clusters Score -515554.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -515911.625000 Penalty: 4039.040527
	Iteration 2F: 3 clusters Score -515911.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -516219.750000 Penalty: 4039.040527
	Iteration 3F: 3 clusters Score -516219.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -516628.250000 Penalty: 4039.040527
	Iteration 4F: 3 clusters Score -516628.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -517098.125000 Penalty: 4039.040527
	Iteration 5F: 3 clusters Score -517098.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -517566.375000 Penalty: 4039.040527
	Iteration 6F: 3 clusters Score -517566.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -517878.250000 Penalty: 4039.040527
	Iteration 7F: 3 clusters Score -517878.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -518089.125000 Penalty: 4039.040527
	Iteration 8Q: 3 clusters Score -518089.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -518206.718750 Penalty: 4039.040527
	Iteration 9Q: 3 clusters Score -518206.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -518289.906250 Penalty: 4039.040527
	Iteration 10Q: 3 clusters Score -518289.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -518334.687500 Penalty: 4039.040527
	Iteration 11Q: 3 clusters Score -518334.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -518361.250000 Penalty: 4039.040527
	Iteration 12Q: 3 clusters Score -518361.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -518373.250000 Penalty: 4039.040527
	Iteration 13Q: 3 clusters Score -518373.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -518383.843750 Penalty: 4039.040527
	Iteration 14Q: 3 clusters Score -518383.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -518394.843750 Penalty: 4039.040527
	Iteration 15Q: 3 clusters Score -518394.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -518402.812500 Penalty: 4039.040527
	Iteration 16Q: 3 clusters Score -518402.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -518416.562500 Penalty: 4039.040527
	Iteration 17Q: 3 clusters Score -518416.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -518422.562500 Penalty: 4039.040527
	Iteration 18Q: 3 clusters Score -518422.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -518426.000000 Penalty: 4039.040527
	Iteration 19Q: 3 clusters Score -518426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -518442.125000 Penalty: 4039.040527
	Iteration 20F: 3 clusters Score -518442.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -518471.718750 Penalty: 4039.040527
	Iteration 21Q: 3 clusters Score -518471.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -518483.156250 Penalty: 4039.040527
	Iteration 22Q: 3 clusters Score -518483.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -518494.718750 Penalty: 4039.040527
	Iteration 23Q: 3 clusters Score -518494.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -518503.687500 Penalty: 4039.040527
	Iteration 24Q: 3 clusters Score -518503.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -518508.843750 Penalty: 4039.040527
	Iteration 25Q: 3 clusters Score -518508.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -518514.875000 Penalty: 4039.040527
	Iteration 26Q: 3 clusters Score -518514.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -518516.687500 Penalty: 4039.040527
	Iteration 27Q: 3 clusters Score -518516.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -518521.718750 Penalty: 4039.040527
	Iteration 28Q: 3 clusters Score -518521.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -518523.187500 Penalty: 4039.040527
	Iteration 29Q: 3 clusters Score -518523.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -518528.468750 Penalty: 4039.040527
	Iteration 30Q: 3 clusters Score -518528.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -518528.406250 Penalty: 4039.040527
	Iteration 31Q: 3 clusters Score -518528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -518528.625000 Penalty: 4039.040527
	Iteration 32Q: 3 clusters Score -518528.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -518528.625000 Penalty: 4039.040527
	Iteration 33F: 3 clusters Score -518528.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 15010 members 
Mstep: Class 4 contains 15877 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 11642 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 9227 members 
Mstep: Class 10 contains 13776 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 8638 members 
Mstep: Class 14 contains 54783 members 
Mstep: Class 15 contains 12263 members 
Mstep: Class 16 contains 72146 members 
Mstep: Class 17 contains 60733 members 
Mstep: Class 18 contains 5853 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 10192 members 
Mstep: Class 22 contains 49325 members 
Mstep: Class 23 contains 1022 members 
Mstep: Class 24 contains 6537 members 
Mstep: Class 25 contains 1471 members 
Mstep: Class 26 contains 22501 members 
Mstep: Class 27 contains 2013 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 12983 members 
Mstep: Class 30 contains 71377 members 
Mstep: Class 31 contains 23881 members 
Mstep: Class 32 contains 24855 members 
Mstep: Class 33 contains 32132 members 
Mstep: Class 34 contains 37041 members 
Mstep: Class 35 contains 4889 members 
Mstep: Class 36 contains 2316 members 
Mstep: Class 37 contains 4394 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 9106 members 
Mstep: Class 40 contains 14562 members 
Mstep: Class 41 contains 7546 members 
Mstep: Class 42 contains 48905 members 
Mstep: Class 43 contains 2418 members 
Entering Unmasked Estep 
Score: -115003488.000000 Penalty: 143543.250000
Splitting cluster 23 changes total score from -114992488.000000 to -115003488.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 24 (6537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Entering Unmasked Estep 
Score: -1094792.625000 Penalty: 2178.737793
	Iteration 0F: 2 clusters Score -1094793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1089372.375000 Penalty: 4357.475586
	Iteration 0F: 3 clusters Score -1089372 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1091074.125000 Penalty: 4357.475586
	Iteration 1F: 3 clusters Score -1091074 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1091505.375000 Penalty: 4357.475586
	Iteration 2F: 3 clusters Score -1091505 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1091863.125000 Penalty: 4357.475586
	Iteration 3F: 3 clusters Score -1091863 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1092133.000000 Penalty: 4357.475586
	Iteration 4F: 3 clusters Score -1092133 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1092363.000000 Penalty: 4357.475586
	Iteration 5Q: 3 clusters Score -1092363 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1092590.750000 Penalty: 4357.475586
	Iteration 6Q: 3 clusters Score -1092591 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1092833.875000 Penalty: 4357.475586
	Iteration 7Q: 3 clusters Score -1092834 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1093087.875000 Penalty: 4357.475586
	Iteration 8Q: 3 clusters Score -1093088 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1093317.625000 Penalty: 4357.475586
	Iteration 9Q: 3 clusters Score -1093318 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1093597.500000 Penalty: 4357.475586
	Iteration 10Q: 3 clusters Score -1093598 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1093918.750000 Penalty: 4357.475586
	Iteration 11Q: 3 clusters Score -1093919 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1094214.750000 Penalty: 4357.475586
	Iteration 12Q: 3 clusters Score -1094215 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1094406.625000 Penalty: 4357.475586
	Iteration 13Q: 3 clusters Score -1094407 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1094516.625000 Penalty: 4357.475586
	Iteration 14Q: 3 clusters Score -1094517 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1094593.000000 Penalty: 4357.475586
	Iteration 15Q: 3 clusters Score -1094593 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1094632.500000 Penalty: 4357.475586
	Iteration 16Q: 3 clusters Score -1094632 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1094662.000000 Penalty: 4357.475586
	Iteration 17Q: 3 clusters Score -1094662 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1094683.625000 Penalty: 4357.475586
	Iteration 18Q: 3 clusters Score -1094684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1094700.875000 Penalty: 4357.475586
	Iteration 19Q: 3 clusters Score -1094701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1094708.875000 Penalty: 4357.475586
	Iteration 20F: 3 clusters Score -1094709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1094714.625000 Penalty: 4357.475586
	Iteration 21Q: 3 clusters Score -1094715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1094721.250000 Penalty: 4357.475586
	Iteration 22Q: 3 clusters Score -1094721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1094728.375000 Penalty: 4357.475586
	Iteration 23Q: 3 clusters Score -1094728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1094728.500000 Penalty: 4357.475586
	Iteration 24Q: 3 clusters Score -1094728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1094729.875000 Penalty: 4357.475586
	Iteration 25Q: 3 clusters Score -1094730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1094730.250000 Penalty: 4357.475586
	Iteration 26Q: 3 clusters Score -1094730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1094730.250000 Penalty: 4357.475586
	Iteration 27F: 3 clusters Score -1094730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -234441.890625 Penalty: 1808.837036
	Iteration 0F: 2 clusters Score -234441.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -232254.484375 Penalty: 3617.674072
	Iteration 0F: 3 clusters Score -232254.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -232622.484375 Penalty: 3617.674072
	Iteration 1F: 3 clusters Score -232622.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -232747.218750 Penalty: 3617.674072
	Iteration 2F: 3 clusters Score -232747.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -232815.875000 Penalty: 3617.674072
	Iteration 3Q: 3 clusters Score -232815.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -232862.796875 Penalty: 3617.674072
	Iteration 4Q: 3 clusters Score -232862.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -232886.453125 Penalty: 3617.674072
	Iteration 5Q: 3 clusters Score -232886.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -232897.765625 Penalty: 3617.674072
	Iteration 6Q: 3 clusters Score -232897.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -232916.078125 Penalty: 3617.674072
	Iteration 7Q: 3 clusters Score -232916.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -232934.515625 Penalty: 3617.674072
	Iteration 8Q: 3 clusters Score -232934.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -232955.875000 Penalty: 3617.674072
	Iteration 9Q: 3 clusters Score -232955.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -232971.328125 Penalty: 3617.674072
	Iteration 10Q: 3 clusters Score -232971.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -232984.843750 Penalty: 3617.674072
	Iteration 11Q: 3 clusters Score -232984.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -232996.000000 Penalty: 3617.674072
	Iteration 12Q: 3 clusters Score -232996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -233004.015625 Penalty: 3617.674072
	Iteration 13Q: 3 clusters Score -233004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -233008.296875 Penalty: 3617.674072
	Iteration 14Q: 3 clusters Score -233008.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -233015.359375 Penalty: 3617.674072
	Iteration 15Q: 3 clusters Score -233015.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -233022.968750 Penalty: 3617.674072
	Iteration 16Q: 3 clusters Score -233023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -233030.437500 Penalty: 3617.674072
	Iteration 17Q: 3 clusters Score -233030.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -233038.625000 Penalty: 3617.674072
	Iteration 18Q: 3 clusters Score -233038.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -233041.718750 Penalty: 3617.674072
	Iteration 19Q: 3 clusters Score -233041.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -233044.031250 Penalty: 3617.674072
	Iteration 20F: 3 clusters Score -233044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -233049.640625 Penalty: 3617.674072
	Iteration 21Q: 3 clusters Score -233049.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -233053.296875 Penalty: 3617.674072
	Iteration 22Q: 3 clusters Score -233053.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -233057.671875 Penalty: 3617.674072
	Iteration 23Q: 3 clusters Score -233057.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -233064.015625 Penalty: 3617.674072
	Iteration 24Q: 3 clusters Score -233064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -233072.625000 Penalty: 3617.674072
	Iteration 25Q: 3 clusters Score -233072.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -233083.406250 Penalty: 3617.674072
	Iteration 26Q: 3 clusters Score -233083.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -233088.781250 Penalty: 3617.674072
	Iteration 27Q: 3 clusters Score -233088.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -233097.546875 Penalty: 3617.674072
	Iteration 28Q: 3 clusters Score -233097.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -233107.859375 Penalty: 3617.674072
	Iteration 29Q: 3 clusters Score -233107.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -233114.921875 Penalty: 3617.674072
	Iteration 30Q: 3 clusters Score -233114.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -233123.609375 Penalty: 3617.674072
	Iteration 31Q: 3 clusters Score -233123.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -233128.515625 Penalty: 3617.674072
	Iteration 32Q: 3 clusters Score -233128.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -233132.875000 Penalty: 3617.674072
	Iteration 33Q: 3 clusters Score -233132.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -233134.921875 Penalty: 3617.674072
	Iteration 34Q: 3 clusters Score -233134.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -233136.125000 Penalty: 3617.674072
	Iteration 35Q: 3 clusters Score -233136.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -233136.234375 Penalty: 3617.674072
	Iteration 36Q: 3 clusters Score -233136.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -233136.859375 Penalty: 3617.674072
	Iteration 37Q: 3 clusters Score -233136.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -233136.859375 Penalty: 3617.674072
	Iteration 38F: 3 clusters Score -233136.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (22501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Entering Unmasked Estep 
Score: -3675164.250000 Penalty: 2485.286133
	Iteration 0F: 2 clusters Score -3675164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -3659601.250000 Penalty: 4970.572266
	Iteration 0F: 3 clusters Score -3659601 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -3665177.500000 Penalty: 4970.572266
	Iteration 1F: 3 clusters Score -3665178 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -3665994.250000 Penalty: 4970.572266
	Iteration 2F: 3 clusters Score -3665994 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -3666945.000000 Penalty: 4970.572266
	Iteration 3F: 3 clusters Score -3666945 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -3667986.750000 Penalty: 4970.572266
	Iteration 4F: 3 clusters Score -3667987 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -3668973.000000 Penalty: 4970.572266
	Iteration 5F: 3 clusters Score -3668973 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -3670045.500000 Penalty: 4970.572266
	Iteration 6F: 3 clusters Score -3670046 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -3671149.750000 Penalty: 4970.572266
	Iteration 7F: 3 clusters Score -3671150 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -3672318.750000 Penalty: 4970.572266
	Iteration 8F: 3 clusters Score -3672319 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -3673455.000000 Penalty: 4970.572266
	Iteration 9F: 3 clusters Score -3673455 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3674477.750000 Penalty: 4970.572266
	Iteration 10F: 3 clusters Score -3674478 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3675254.000000 Penalty: 4970.572266
	Iteration 11Q: 3 clusters Score -3675254 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3675853.000000 Penalty: 4970.572266
	Iteration 12Q: 3 clusters Score -3675853 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -3676359.250000 Penalty: 4970.572266
	Iteration 13Q: 3 clusters Score -3676359 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3676816.750000 Penalty: 4970.572266
	Iteration 14Q: 3 clusters Score -3676817 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -3677293.750000 Penalty: 4970.572266
	Iteration 15Q: 3 clusters Score -3677294 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -3677632.500000 Penalty: 4970.572266
	Iteration 16Q: 3 clusters Score -3677632 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3677787.750000 Penalty: 4970.572266
	Iteration 17Q: 3 clusters Score -3677788 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -3677858.500000 Penalty: 4970.572266
	Iteration 18Q: 3 clusters Score -3677858 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -3677904.750000 Penalty: 4970.572266
	Iteration 19Q: 3 clusters Score -3677905 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3677902.500000 Penalty: 4970.572266
	Iteration 20F: 3 clusters Score -3677902 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -3677915.750000 Penalty: 4970.572266
	Iteration 21Q: 3 clusters Score -3677916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -3677918.250000 Penalty: 4970.572266
	Iteration 22Q: 3 clusters Score -3677918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -3677914.250000 Penalty: 4970.572266
	Iteration 23Q: 3 clusters Score -3677914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -3677929.000000 Penalty: 4970.572266
	Iteration 24Q: 3 clusters Score -3677929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3677926.000000 Penalty: 4970.572266
	Iteration 25Q: 3 clusters Score -3677926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -3677932.250000 Penalty: 4970.572266
	Iteration 26Q: 3 clusters Score -3677932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -3677935.250000 Penalty: 4970.572266
	Iteration 27Q: 3 clusters Score -3677935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3677938.250000 Penalty: 4970.572266
	Iteration 28Q: 3 clusters Score -3677938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -3677939.750000 Penalty: 4970.572266
	Iteration 29Q: 3 clusters Score -3677940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3677935.500000 Penalty: 4970.572266
	Iteration 30Q: 3 clusters Score -3677936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -3677932.750000 Penalty: 4970.572266
	Iteration 31Q: 3 clusters Score -3677933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -3677935.500000 Penalty: 4970.572266
	Iteration 32Q: 3 clusters Score -3677936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3677937.500000 Penalty: 4970.572266
	Iteration 33Q: 3 clusters Score -3677938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -3677937.750000 Penalty: 4970.572266
	Iteration 34Q: 3 clusters Score -3677938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -3677929.000000 Penalty: 4970.572266
	Iteration 35Q: 3 clusters Score -3677929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -3677929.750000 Penalty: 4970.572266
	Iteration 36Q: 3 clusters Score -3677930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -3677936.750000 Penalty: 4970.572266
	Iteration 37Q: 3 clusters Score -3677937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3677939.500000 Penalty: 4970.572266
	Iteration 38Q: 3 clusters Score -3677940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -3677944.750000 Penalty: 4970.572266
	Iteration 39Q: 3 clusters Score -3677945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -3677939.500000 Penalty: 4970.572266
	Iteration 40F: 3 clusters Score -3677940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -3677935.750000 Penalty: 4970.572266
	Iteration 41Q: 3 clusters Score -3677936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3677934.000000 Penalty: 4970.572266
	Iteration 42Q: 3 clusters Score -3677934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -3677934.000000 Penalty: 4970.572266
	Iteration 43Q: 3 clusters Score -3677934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3677936.250000 Penalty: 4970.572266
	Iteration 44Q: 3 clusters Score -3677936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3677936.250000 Penalty: 4970.572266
	Iteration 45F: 3 clusters Score -3677936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 15010 members 
Mstep: Class 4 contains 15877 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 11642 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 9227 members 
Mstep: Class 10 contains 13776 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 8638 members 
Mstep: Class 14 contains 54783 members 
Mstep: Class 15 contains 12263 members 
Mstep: Class 16 contains 72146 members 
Mstep: Class 17 contains 60733 members 
Mstep: Class 18 contains 5853 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 10192 members 
Mstep: Class 22 contains 49325 members 
Mstep: Class 23 contains 1022 members 
Mstep: Class 24 contains 6537 members 
Mstep: Class 25 contains 1471 members 
Mstep: Class 26 contains 6001 members 
Mstep: Class 27 contains 2013 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 12983 members 
Mstep: Class 30 contains 71377 members 
Mstep: Class 31 contains 23881 members 
Mstep: Class 32 contains 24855 members 
Mstep: Class 33 contains 32132 members 
Mstep: Class 34 contains 37041 members 
Mstep: Class 35 contains 4889 members 
Mstep: Class 36 contains 2316 members 
Mstep: Class 37 contains 4394 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 9106 members 
Mstep: Class 40 contains 14562 members 
Mstep: Class 41 contains 7546 members 
Mstep: Class 42 contains 48905 members 
Mstep: Class 43 contains 2418 members 
Mstep: Class 44 contains 16500 members 
Entering Unmasked Estep 
Score: -115006112.000000 Penalty: 146881.468750
Splitting cluster 26 changes total score from -114992488.000000 to -115006112.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 27 (2013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Entering Unmasked Estep 
Score: -325661.250000 Penalty: 1886.630615
	Iteration 0F: 2 clusters Score -325661.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -323067.125000 Penalty: 3773.261230
	Iteration 0F: 3 clusters Score -323067.1 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -323608.781250 Penalty: 3773.261230
	Iteration 1F: 3 clusters Score -323608.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -323800.000000 Penalty: 3773.261230
	Iteration 2F: 3 clusters Score -323800 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -323975.125000 Penalty: 3773.261230
	Iteration 3F: 3 clusters Score -323975.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -324157.531250 Penalty: 3773.261230
	Iteration 4F: 3 clusters Score -324157.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -324352.656250 Penalty: 3773.261230
	Iteration 5F: 3 clusters Score -324352.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -324525.968750 Penalty: 3773.261230
	Iteration 6F: 3 clusters Score -324526 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -324621.031250 Penalty: 3773.261230
	Iteration 7Q: 3 clusters Score -324621 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -324677.062500 Penalty: 3773.261230
	Iteration 8Q: 3 clusters Score -324677.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -324711.281250 Penalty: 3773.261230
	Iteration 9Q: 3 clusters Score -324711.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -324740.281250 Penalty: 3773.261230
	Iteration 10Q: 3 clusters Score -324740.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -324768.718750 Penalty: 3773.261230
	Iteration 11Q: 3 clusters Score -324768.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -324790.375000 Penalty: 3773.261230
	Iteration 12Q: 3 clusters Score -324790.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -324808.218750 Penalty: 3773.261230
	Iteration 13Q: 3 clusters Score -324808.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -324814.531250 Penalty: 3773.261230
	Iteration 14Q: 3 clusters Score -324814.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -324817.906250 Penalty: 3773.261230
	Iteration 15Q: 3 clusters Score -324817.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -324818.875000 Penalty: 3773.261230
	Iteration 16Q: 3 clusters Score -324818.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -324823.156250 Penalty: 3773.261230
	Iteration 17Q: 3 clusters Score -324823.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -324824.125000 Penalty: 3773.261230
	Iteration 18Q: 3 clusters Score -324824.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -324825.968750 Penalty: 3773.261230
	Iteration 19Q: 3 clusters Score -324826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -324825.968750 Penalty: 3773.261230
	Iteration 20F: 3 clusters Score -324826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Entering Unmasked Estep 
Score: -327536.156250 Penalty: 1896.058594
	Iteration 0F: 2 clusters Score -327536.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -324944.406250 Penalty: 3792.117188
	Iteration 0F: 3 clusters Score -324944.4 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -325657.687500 Penalty: 3792.117188
	Iteration 1F: 3 clusters Score -325657.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -326058.593750 Penalty: 3792.117188
	Iteration 2F: 3 clusters Score -326058.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -326376.218750 Penalty: 3792.117188
	Iteration 3F: 3 clusters Score -326376.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -326628.093750 Penalty: 3792.117188
	Iteration 4F: 3 clusters Score -326628.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -326808.843750 Penalty: 3792.117188
	Iteration 5F: 3 clusters Score -326808.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -326914.250000 Penalty: 3792.117188
	Iteration 6Q: 3 clusters Score -326914.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -327006.875000 Penalty: 3792.117188
	Iteration 7Q: 3 clusters Score -327006.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -327068.625000 Penalty: 3792.117188
	Iteration 8Q: 3 clusters Score -327068.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -327095.125000 Penalty: 3792.117188
	Iteration 9Q: 3 clusters Score -327095.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -327118.593750 Penalty: 3792.117188
	Iteration 10Q: 3 clusters Score -327118.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -327152.093750 Penalty: 3792.117188
	Iteration 11Q: 3 clusters Score -327152.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -327218.218750 Penalty: 3792.117188
	Iteration 12Q: 3 clusters Score -327218.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -327294.468750 Penalty: 3792.117188
	Iteration 13Q: 3 clusters Score -327294.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -327347.531250 Penalty: 3792.117188
	Iteration 14Q: 3 clusters Score -327347.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -327377.343750 Penalty: 3792.117188
	Iteration 15Q: 3 clusters Score -327377.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -327401.218750 Penalty: 3792.117188
	Iteration 16Q: 3 clusters Score -327401.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -327431.375000 Penalty: 3792.117188
	Iteration 17Q: 3 clusters Score -327431.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -327440.250000 Penalty: 3792.117188
	Iteration 18Q: 3 clusters Score -327440.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -327439.656250 Penalty: 3792.117188
	Iteration 19Q: 3 clusters Score -327439.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -327447.906250 Penalty: 3792.117188
	Iteration 20F: 3 clusters Score -327447.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -327489.968750 Penalty: 3792.117188
	Iteration 21Q: 3 clusters Score -327490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -327515.625000 Penalty: 3792.117188
	Iteration 22Q: 3 clusters Score -327515.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -327532.218750 Penalty: 3792.117188
	Iteration 23Q: 3 clusters Score -327532.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -327537.093750 Penalty: 3792.117188
	Iteration 24Q: 3 clusters Score -327537.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -327538.593750 Penalty: 3792.117188
	Iteration 25Q: 3 clusters Score -327538.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -327538.593750 Penalty: 3792.117188
	Iteration 26F: 3 clusters Score -327538.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 15010 members 
Mstep: Class 4 contains 15877 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 11642 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 9227 members 
Mstep: Class 10 contains 13776 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 8638 members 
Mstep: Class 14 contains 54783 members 
Mstep: Class 15 contains 12263 members 
Mstep: Class 16 contains 72146 members 
Mstep: Class 17 contains 60733 members 
Mstep: Class 18 contains 5853 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 10192 members 
Mstep: Class 22 contains 49325 members 
Mstep: Class 23 contains 1022 members 
Mstep: Class 24 contains 6537 members 
Mstep: Class 25 contains 1471 members 
Mstep: Class 26 contains 6001 members 
Mstep: Class 27 contains 2013 members 
Mstep: Class 28 contains 973 members 
Mstep: Class 29 contains 12983 members 
Mstep: Class 30 contains 71377 members 
Mstep: Class 31 contains 23881 members 
Mstep: Class 32 contains 24855 members 
Mstep: Class 33 contains 32132 members 
Mstep: Class 34 contains 37041 members 
Mstep: Class 35 contains 4889 members 
Mstep: Class 36 contains 2316 members 
Mstep: Class 37 contains 4394 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 9106 members 
Mstep: Class 40 contains 14562 members 
Mstep: Class 41 contains 7546 members 
Mstep: Class 42 contains 48905 members 
Mstep: Class 43 contains 2418 members 
Mstep: Class 44 contains 16500 members 
Mstep: Class 45 contains 1118 members 
Entering Unmasked Estep 
Score: -115004848.000000 Penalty: 150219.671875
Splitting cluster 28 changes total score from -114992488.000000 to -115004848.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 29 (12983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Entering Unmasked Estep 
Score: -2143349.750000 Penalty: 2348.906250
	Iteration 0F: 2 clusters Score -2143350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2133871.500000 Penalty: 4697.812500
	Iteration 0F: 3 clusters Score -2133872 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2136983.750000 Penalty: 4697.812500
	Iteration 1F: 3 clusters Score -2136984 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2137521.500000 Penalty: 4697.812500
	Iteration 2F: 3 clusters Score -2137522 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2138136.500000 Penalty: 4697.812500
	Iteration 3F: 3 clusters Score -2138136 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2138940.250000 Penalty: 4697.812500
	Iteration 4F: 3 clusters Score -2138940 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2139856.500000 Penalty: 4697.812500
	Iteration 5F: 3 clusters Score -2139856 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2140712.000000 Penalty: 4697.812500
	Iteration 6F: 3 clusters Score -2140712 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2141487.750000 Penalty: 4697.812500
	Iteration 7F: 3 clusters Score -2141488 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2142235.250000 Penalty: 4697.812500
	Iteration 8F: 3 clusters Score -2142235 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2142958.500000 Penalty: 4697.812500
	Iteration 9F: 3 clusters Score -2142958 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2143610.500000 Penalty: 4697.812500
	Iteration 10F: 3 clusters Score -2143610 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2144138.500000 Penalty: 4697.812500
	Iteration 11Q: 3 clusters Score -2144138 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2144589.500000 Penalty: 4697.812500
	Iteration 12Q: 3 clusters Score -2144590 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2144900.750000 Penalty: 4697.812500
	Iteration 13Q: 3 clusters Score -2144901 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2145069.250000 Penalty: 4697.812500
	Iteration 14Q: 3 clusters Score -2145069 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2145179.250000 Penalty: 4697.812500
	Iteration 15Q: 3 clusters Score -2145179 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2145236.750000 Penalty: 4697.812500
	Iteration 16Q: 3 clusters Score -2145237 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2145276.750000 Penalty: 4697.812500
	Iteration 17Q: 3 clusters Score -2145277 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2145312.250000 Penalty: 4697.812500
	Iteration 18Q: 3 clusters Score -2145312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2145339.000000 Penalty: 4697.812500
	Iteration 19Q: 3 clusters Score -2145339 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2145365.250000 Penalty: 4697.812500
	Iteration 20F: 3 clusters Score -2145365 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2145385.750000 Penalty: 4697.812500
	Iteration 21Q: 3 clusters Score -2145386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2145407.250000 Penalty: 4697.812500
	Iteration 22Q: 3 clusters Score -2145407 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2145427.750000 Penalty: 4697.812500
	Iteration 23Q: 3 clusters Score -2145428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2145467.500000 Penalty: 4697.812500
	Iteration 24Q: 3 clusters Score -2145468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2145506.000000 Penalty: 4697.812500
	Iteration 25Q: 3 clusters Score -2145506 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2145591.250000 Penalty: 4697.812500
	Iteration 26Q: 3 clusters Score -2145591 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2145744.250000 Penalty: 4697.812500
	Iteration 27Q: 3 clusters Score -2145744 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2145897.000000 Penalty: 4697.812500
	Iteration 28Q: 3 clusters Score -2145897 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2146027.250000 Penalty: 4697.812500
	Iteration 29Q: 3 clusters Score -2146027 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2146107.250000 Penalty: 4697.812500
	Iteration 30Q: 3 clusters Score -2146107 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2146145.500000 Penalty: 4697.812500
	Iteration 31Q: 3 clusters Score -2146146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2146160.750000 Penalty: 4697.812500
	Iteration 32Q: 3 clusters Score -2146161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2146172.750000 Penalty: 4697.812500
	Iteration 33Q: 3 clusters Score -2146173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2146172.000000 Penalty: 4697.812500
	Iteration 34Q: 3 clusters Score -2146172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2146172.000000 Penalty: 4697.812500
	Iteration 35Q: 3 clusters Score -2146172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2146171.750000 Penalty: 4697.812500
	Iteration 36Q: 3 clusters Score -2146172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2146172.500000 Penalty: 4697.812500
	Iteration 37Q: 3 clusters Score -2146172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2146172.750000 Penalty: 4697.812500
	Iteration 38Q: 3 clusters Score -2146173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2146173.000000 Penalty: 4697.812500
	Iteration 39Q: 3 clusters Score -2146173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2146173.250000 Penalty: 4697.812500
	Iteration 40F: 3 clusters Score -2146173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2146174.500000 Penalty: 4697.812500
	Iteration 41Q: 3 clusters Score -2146174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2146173.500000 Penalty: 4697.812500
	Iteration 42Q: 3 clusters Score -2146174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2146171.000000 Penalty: 4697.812500
	Iteration 43Q: 3 clusters Score -2146171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2146171.000000 Penalty: 4697.812500
	Iteration 44F: 3 clusters Score -2146171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 15010 members 
Mstep: Class 4 contains 15877 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 11642 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 9227 members 
Mstep: Class 10 contains 13776 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 8638 members 
Mstep: Class 14 contains 54783 members 
Mstep: Class 15 contains 12263 members 
Mstep: Class 16 contains 72146 members 
Mstep: Class 17 contains 60733 members 
Mstep: Class 18 contains 5853 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 10192 members 
Mstep: Class 22 contains 49325 members 
Mstep: Class 23 contains 1022 members 
Mstep: Class 24 contains 6537 members 
Mstep: Class 25 contains 1471 members 
Mstep: Class 26 contains 6001 members 
Mstep: Class 27 contains 2013 members 
Mstep: Class 28 contains 973 members 
Mstep: Class 29 contains 3103 members 
Mstep: Class 30 contains 71377 members 
Mstep: Class 31 contains 23881 members 
Mstep: Class 32 contains 24855 members 
Mstep: Class 33 contains 32132 members 
Mstep: Class 34 contains 37041 members 
Mstep: Class 35 contains 4889 members 
Mstep: Class 36 contains 2316 members 
Mstep: Class 37 contains 4394 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 9106 members 
Mstep: Class 40 contains 14562 members 
Mstep: Class 41 contains 7546 members 
Mstep: Class 42 contains 48905 members 
Mstep: Class 43 contains 2418 members 
Mstep: Class 44 contains 16500 members 
Mstep: Class 45 contains 1118 members 
Mstep: Class 46 contains 9880 members 
Entering Unmasked Estep 
Score: -115006744.000000 Penalty: 153557.890625
Splitting cluster 29 changes total score from -114992488.000000 to -115006744.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 30 (71377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71377 members 
Entering Unmasked Estep 
Score: -12107509.000000 Penalty: 2771.581299
	Iteration 0F: 2 clusters Score -1.210751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -12062280.000000 Penalty: 5543.162598
	Iteration 0F: 3 clusters Score -1.206228e+07 nChanged 33488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -12081567.000000 Penalty: 5543.162598
	Iteration 1F: 3 clusters Score -1.208157e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -12082542.000000 Penalty: 5543.162598
	Iteration 2Q: 3 clusters Score -1.208254e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -12083862.000000 Penalty: 5543.162598
	Iteration 3Q: 3 clusters Score -1.208386e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -12085240.000000 Penalty: 5543.162598
	Iteration 4Q: 3 clusters Score -1.208524e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -12086681.000000 Penalty: 5543.162598
	Iteration 5Q: 3 clusters Score -1.208668e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -12088265.000000 Penalty: 5543.162598
	Iteration 6Q: 3 clusters Score -1.208826e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -12089780.000000 Penalty: 5543.162598
	Iteration 7Q: 3 clusters Score -1.208978e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -12091411.000000 Penalty: 5543.162598
	Iteration 8Q: 3 clusters Score -1.209141e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -12093159.000000 Penalty: 5543.162598
	Iteration 9Q: 3 clusters Score -1.209316e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -12094508.000000 Penalty: 5543.162598
	Iteration 10Q: 3 clusters Score -1.209451e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -12095606.000000 Penalty: 5543.162598
	Iteration 11Q: 3 clusters Score -1.209561e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -12096159.000000 Penalty: 5543.162598
	Iteration 12Q: 3 clusters Score -1.209616e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -12096417.000000 Penalty: 5543.162598
	Iteration 13Q: 3 clusters Score -1.209642e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -12096622.000000 Penalty: 5543.162598
	Iteration 14Q: 3 clusters Score -1.209662e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -12096640.000000 Penalty: 5543.162598
	Iteration 15Q: 3 clusters Score -1.209664e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -12096722.000000 Penalty: 5543.162598
	Iteration 16Q: 3 clusters Score -1.209672e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -12096845.000000 Penalty: 5543.162598
	Iteration 17Q: 3 clusters Score -1.209684e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -12096869.000000 Penalty: 5543.162598
	Iteration 18Q: 3 clusters Score -1.209687e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -12096883.000000 Penalty: 5543.162598
	Iteration 19Q: 3 clusters Score -1.209688e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -12097040.000000 Penalty: 5543.162598
	Iteration 20F: 3 clusters Score -1.209704e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -12097149.000000 Penalty: 5543.162598
	Iteration 21Q: 3 clusters Score -1.209715e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -12097202.000000 Penalty: 5543.162598
	Iteration 22Q: 3 clusters Score -1.20972e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -12097323.000000 Penalty: 5543.162598
	Iteration 23Q: 3 clusters Score -1.209732e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -12097421.000000 Penalty: 5543.162598
	Iteration 24Q: 3 clusters Score -1.209742e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -12097544.000000 Penalty: 5543.162598
	Iteration 25Q: 3 clusters Score -1.209754e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -12097648.000000 Penalty: 5543.162598
	Iteration 26Q: 3 clusters Score -1.209765e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -12097767.000000 Penalty: 5543.162598
	Iteration 27Q: 3 clusters Score -1.209777e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 53163 members 
Entering Unmasked Estep 
Score: -12097846.000000 Penalty: 5543.162598
	Iteration 28Q: 3 clusters Score -1.209785e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -12097935.000000 Penalty: 5543.162598
	Iteration 29Q: 3 clusters Score -1.209794e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -12098040.000000 Penalty: 5543.162598
	Iteration 30Q: 3 clusters Score -1.209804e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 54781 members 
Entering Unmasked Estep 
Score: -12098097.000000 Penalty: 5543.162598
	Iteration 31Q: 3 clusters Score -1.20981e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 55286 members 
Entering Unmasked Estep 
Score: -12098234.000000 Penalty: 5543.162598
	Iteration 32Q: 3 clusters Score -1.209823e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -12098358.000000 Penalty: 5543.162598
	Iteration 33Q: 3 clusters Score -1.209836e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -12098449.000000 Penalty: 5543.162598
	Iteration 34Q: 3 clusters Score -1.209845e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -12098534.000000 Penalty: 5543.162598
	Iteration 35Q: 3 clusters Score -1.209853e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 57619 members 
Entering Unmasked Estep 
Score: -12098713.000000 Penalty: 5543.162598
	Iteration 36Q: 3 clusters Score -1.209871e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 58222 members 
Entering Unmasked Estep 
Score: -12098916.000000 Penalty: 5543.162598
	Iteration 37Q: 3 clusters Score -1.209892e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 58828 members 
Entering Unmasked Estep 
Score: -12099105.000000 Penalty: 5543.162598
	Iteration 38Q: 3 clusters Score -1.20991e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 59436 members 
Entering Unmasked Estep 
Score: -12099288.000000 Penalty: 5543.162598
	Iteration 39Q: 3 clusters Score -1.209929e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -12099477.000000 Penalty: 5543.162598
	Iteration 40F: 3 clusters Score -1.209948e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -12099681.000000 Penalty: 5543.162598
	Iteration 41Q: 3 clusters Score -1.209968e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 61314 members 
Entering Unmasked Estep 
Score: -12099940.000000 Penalty: 5543.162598
	Iteration 42Q: 3 clusters Score -1.209994e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 61930 members 
Entering Unmasked Estep 
Score: -12100160.000000 Penalty: 5543.162598
	Iteration 43Q: 3 clusters Score -1.210016e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -12100325.000000 Penalty: 5543.162598
	Iteration 44Q: 3 clusters Score -1.210032e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 63172 members 
Entering Unmasked Estep 
Score: -12100598.000000 Penalty: 5543.162598
	Iteration 45Q: 3 clusters Score -1.21006e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -12100957.000000 Penalty: 5543.162598
	Iteration 46Q: 3 clusters Score -1.210096e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 64538 members 
Entering Unmasked Estep 
Score: -12101227.000000 Penalty: 5543.162598
	Iteration 47Q: 3 clusters Score -1.210123e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 65166 members 
Entering Unmasked Estep 
Score: -12101544.000000 Penalty: 5543.162598
	Iteration 48Q: 3 clusters Score -1.210154e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 65754 members 
Entering Unmasked Estep 
Score: -12101805.000000 Penalty: 5543.162598
	Iteration 49Q: 3 clusters Score -1.21018e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 66322 members 
Entering Unmasked Estep 
Score: -12102088.000000 Penalty: 5543.162598
	Iteration 50Q: 3 clusters Score -1.210209e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 66872 members 
Entering Unmasked Estep 
Score: -12102430.000000 Penalty: 5543.162598
	Iteration 51Q: 3 clusters Score -1.210243e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 67412 members 
Entering Unmasked Estep 
Score: -12102775.000000 Penalty: 5543.162598
	Iteration 52Q: 3 clusters Score -1.210278e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 67905 members 
Entering Unmasked Estep 
Score: -12103034.000000 Penalty: 5543.162598
	Iteration 53Q: 3 clusters Score -1.210303e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -12103290.000000 Penalty: 5543.162598
	Iteration 54Q: 3 clusters Score -1.210329e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -12103505.000000 Penalty: 5543.162598
	Iteration 55Q: 3 clusters Score -1.21035e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 69054 members 
Entering Unmasked Estep 
Score: -12103711.000000 Penalty: 5543.162598
	Iteration 56Q: 3 clusters Score -1.210371e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -12103930.000000 Penalty: 5543.162598
	Iteration 57Q: 3 clusters Score -1.210393e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 69628 members 
Entering Unmasked Estep 
Score: -12104108.000000 Penalty: 5543.162598
	Iteration 58Q: 3 clusters Score -1.210411e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 69852 members 
Entering Unmasked Estep 
Score: -12104255.000000 Penalty: 5543.162598
	Iteration 59Q: 3 clusters Score -1.210426e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 70023 members 
Entering Unmasked Estep 
Score: -12104442.000000 Penalty: 5543.162598
	Iteration 60F: 3 clusters Score -1.210444e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 70168 members 
Entering Unmasked Estep 
Score: -12104565.000000 Penalty: 5543.162598
	Iteration 61Q: 3 clusters Score -1.210456e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 70260 members 
Entering Unmasked Estep 
Score: -12104646.000000 Penalty: 5543.162598
	Iteration 62Q: 3 clusters Score -1.210465e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 70346 members 
Entering Unmasked Estep 
Score: -12104704.000000 Penalty: 5543.162598
	Iteration 63Q: 3 clusters Score -1.21047e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -12104742.000000 Penalty: 5543.162598
	Iteration 64Q: 3 clusters Score -1.210474e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 70467 members 
Entering Unmasked Estep 
Score: -12104786.000000 Penalty: 5543.162598
	Iteration 65Q: 3 clusters Score -1.210479e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 70510 members 
Entering Unmasked Estep 
Score: -12104816.000000 Penalty: 5543.162598
	Iteration 66Q: 3 clusters Score -1.210482e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 70544 members 
Entering Unmasked Estep 
Score: -12104822.000000 Penalty: 5543.162598
	Iteration 67Q: 3 clusters Score -1.210482e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 70564 members 
Entering Unmasked Estep 
Score: -12104844.000000 Penalty: 5543.162598
	Iteration 68Q: 3 clusters Score -1.210484e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 70586 members 
Entering Unmasked Estep 
Score: -12104844.000000 Penalty: 5543.162598
	Iteration 69Q: 3 clusters Score -1.210484e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 70605 members 
Entering Unmasked Estep 
Score: -12104874.000000 Penalty: 5543.162598
	Iteration 70Q: 3 clusters Score -1.210487e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 70627 members 
Entering Unmasked Estep 
Score: -12104863.000000 Penalty: 5543.162598
	Iteration 71Q: 3 clusters Score -1.210486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 70640 members 
Entering Unmasked Estep 
Score: -12104872.000000 Penalty: 5543.162598
	Iteration 72Q: 3 clusters Score -1.210487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 70645 members 
Entering Unmasked Estep 
Score: -12104866.000000 Penalty: 5543.162598
	Iteration 73Q: 3 clusters Score -1.210487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 70652 members 
Entering Unmasked Estep 
Score: -12104883.000000 Penalty: 5543.162598
	Iteration 74Q: 3 clusters Score -1.210488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 70656 members 
Entering Unmasked Estep 
Score: -12104880.000000 Penalty: 5543.162598
	Iteration 75Q: 3 clusters Score -1.210488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 70661 members 
Entering Unmasked Estep 
Score: -12104892.000000 Penalty: 5543.162598
	Iteration 76Q: 3 clusters Score -1.210489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -12104900.000000 Penalty: 5543.162598
	Iteration 77Q: 3 clusters Score -1.21049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 70682 members 
Entering Unmasked Estep 
Score: -12104899.000000 Penalty: 5543.162598
	Iteration 78Q: 3 clusters Score -1.21049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 70694 members 
Entering Unmasked Estep 
Score: -12104908.000000 Penalty: 5543.162598
	Iteration 79Q: 3 clusters Score -1.210491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 70704 members 
Entering Unmasked Estep 
Score: -12104927.000000 Penalty: 5543.162598
	Iteration 80F: 3 clusters Score -1.210493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 70712 members 
Entering Unmasked Estep 
Score: -12104924.000000 Penalty: 5543.162598
	Iteration 81Q: 3 clusters Score -1.210492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 70722 members 
Entering Unmasked Estep 
Score: -12104933.000000 Penalty: 5543.162598
	Iteration 82Q: 3 clusters Score -1.210493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 70730 members 
Entering Unmasked Estep 
Score: -12104938.000000 Penalty: 5543.162598
	Iteration 83Q: 3 clusters Score -1.210494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 70735 members 
Entering Unmasked Estep 
Score: -12104936.000000 Penalty: 5543.162598
	Iteration 84Q: 3 clusters Score -1.210494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 70740 members 
Entering Unmasked Estep 
Score: -12104925.000000 Penalty: 5543.162598
	Iteration 85Q: 3 clusters Score -1.210492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 70743 members 
Entering Unmasked Estep 
Score: -12104941.000000 Penalty: 5543.162598
	Iteration 86Q: 3 clusters Score -1.210494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 70751 members 
Entering Unmasked Estep 
Score: -12104959.000000 Penalty: 5543.162598
	Iteration 87Q: 3 clusters Score -1.210496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 70757 members 
Entering Unmasked Estep 
Score: -12104948.000000 Penalty: 5543.162598
	Iteration 88Q: 3 clusters Score -1.210495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 70760 members 
Entering Unmasked Estep 
Score: -12104954.000000 Penalty: 5543.162598
	Iteration 89Q: 3 clusters Score -1.210495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 70764 members 
Entering Unmasked Estep 
Score: -12104962.000000 Penalty: 5543.162598
	Iteration 90Q: 3 clusters Score -1.210496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 70768 members 
Entering Unmasked Estep 
Score: -12104963.000000 Penalty: 5543.162598
	Iteration 91Q: 3 clusters Score -1.210496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 70769 members 
Entering Unmasked Estep 
Score: -12104963.000000 Penalty: 5543.162598
	Iteration 92Q: 3 clusters Score -1.210496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 70769 members 
Entering Unmasked Estep 
Score: -12104963.000000 Penalty: 5543.162598
	Iteration 93F: 3 clusters Score -1.210496e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (23881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Entering Unmasked Estep 
Score: -4083867.250000 Penalty: 2500.047852
	Iteration 0F: 2 clusters Score -4083867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -4067339.500000 Penalty: 5000.095703
	Iteration 0F: 3 clusters Score -4067340 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -4073280.000000 Penalty: 5000.095703
	Iteration 1F: 3 clusters Score -4073280 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -4073904.500000 Penalty: 5000.095703
	Iteration 2F: 3 clusters Score -4073904 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -4074485.750000 Penalty: 5000.095703
	Iteration 3F: 3 clusters Score -4074486 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -4075129.500000 Penalty: 5000.095703
	Iteration 4F: 3 clusters Score -4075130 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -4075907.250000 Penalty: 5000.095703
	Iteration 5F: 3 clusters Score -4075907 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -4076834.000000 Penalty: 5000.095703
	Iteration 6F: 3 clusters Score -4076834 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -4077846.750000 Penalty: 5000.095703
	Iteration 7F: 3 clusters Score -4077847 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -4078744.250000 Penalty: 5000.095703
	Iteration 8F: 3 clusters Score -4078744 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -4079518.000000 Penalty: 5000.095703
	Iteration 9Q: 3 clusters Score -4079518 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -4080118.750000 Penalty: 5000.095703
	Iteration 10Q: 3 clusters Score -4080119 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -4080562.750000 Penalty: 5000.095703
	Iteration 11Q: 3 clusters Score -4080563 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -4080928.750000 Penalty: 5000.095703
	Iteration 12Q: 3 clusters Score -4080929 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -4081231.500000 Penalty: 5000.095703
	Iteration 13Q: 3 clusters Score -4081232 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -4081477.000000 Penalty: 5000.095703
	Iteration 14Q: 3 clusters Score -4081477 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -4081654.000000 Penalty: 5000.095703
	Iteration 15Q: 3 clusters Score -4081654 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -4081775.250000 Penalty: 5000.095703
	Iteration 16Q: 3 clusters Score -4081775 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -4081900.250000 Penalty: 5000.095703
	Iteration 17Q: 3 clusters Score -4081900 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -4082007.750000 Penalty: 5000.095703
	Iteration 18Q: 3 clusters Score -4082008 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -4082115.250000 Penalty: 5000.095703
	Iteration 19Q: 3 clusters Score -4082115 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -4082176.000000 Penalty: 5000.095703
	Iteration 20F: 3 clusters Score -4082176 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -4082229.750000 Penalty: 5000.095703
	Iteration 21Q: 3 clusters Score -4082230 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -4082283.750000 Penalty: 5000.095703
	Iteration 22Q: 3 clusters Score -4082284 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -4082335.750000 Penalty: 5000.095703
	Iteration 23Q: 3 clusters Score -4082336 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -4082355.750000 Penalty: 5000.095703
	Iteration 24Q: 3 clusters Score -4082356 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -4082381.750000 Penalty: 5000.095703
	Iteration 25Q: 3 clusters Score -4082382 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -4082399.750000 Penalty: 5000.095703
	Iteration 26Q: 3 clusters Score -4082400 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -4082413.500000 Penalty: 5000.095703
	Iteration 27Q: 3 clusters Score -4082414 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -4082427.750000 Penalty: 5000.095703
	Iteration 28Q: 3 clusters Score -4082428 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -4082446.250000 Penalty: 5000.095703
	Iteration 29Q: 3 clusters Score -4082446 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -4082454.750000 Penalty: 5000.095703
	Iteration 30Q: 3 clusters Score -4082455 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -4082461.000000 Penalty: 5000.095703
	Iteration 31Q: 3 clusters Score -4082461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -4082473.250000 Penalty: 5000.095703
	Iteration 32Q: 3 clusters Score -4082473 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -4082485.750000 Penalty: 5000.095703
	Iteration 33Q: 3 clusters Score -4082486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4082487.500000 Penalty: 5000.095703
	Iteration 34Q: 3 clusters Score -4082488 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -4082486.750000 Penalty: 5000.095703
	Iteration 35Q: 3 clusters Score -4082487 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -4082487.750000 Penalty: 5000.095703
	Iteration 36Q: 3 clusters Score -4082488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -4082508.250000 Penalty: 5000.095703
	Iteration 37Q: 3 clusters Score -4082508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -4082524.750000 Penalty: 5000.095703
	Iteration 38Q: 3 clusters Score -4082525 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -4082546.000000 Penalty: 5000.095703
	Iteration 39Q: 3 clusters Score -4082546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -4082554.000000 Penalty: 5000.095703
	Iteration 40F: 3 clusters Score -4082554 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -4082569.750000 Penalty: 5000.095703
	Iteration 41Q: 3 clusters Score -4082570 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -4082572.750000 Penalty: 5000.095703
	Iteration 42Q: 3 clusters Score -4082573 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -4082573.750000 Penalty: 5000.095703
	Iteration 43Q: 3 clusters Score -4082574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -4082584.250000 Penalty: 5000.095703
	Iteration 44Q: 3 clusters Score -4082584 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -4082592.250000 Penalty: 5000.095703
	Iteration 45Q: 3 clusters Score -4082592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -4082590.000000 Penalty: 5000.095703
	Iteration 46Q: 3 clusters Score -4082590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -4082597.750000 Penalty: 5000.095703
	Iteration 47Q: 3 clusters Score -4082598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -4082611.000000 Penalty: 5000.095703
	Iteration 48Q: 3 clusters Score -4082611 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -4082610.250000 Penalty: 5000.095703
	Iteration 49Q: 3 clusters Score -4082610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -4082621.750000 Penalty: 5000.095703
	Iteration 50Q: 3 clusters Score -4082622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -4082637.000000 Penalty: 5000.095703
	Iteration 51Q: 3 clusters Score -4082637 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -4082631.500000 Penalty: 5000.095703
	Iteration 52Q: 3 clusters Score -4082632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -4082630.250000 Penalty: 5000.095703
	Iteration 53Q: 3 clusters Score -4082630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -4082629.500000 Penalty: 5000.095703
	Iteration 54Q: 3 clusters Score -4082630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -4082637.000000 Penalty: 5000.095703
	Iteration 55Q: 3 clusters Score -4082637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -4082631.000000 Penalty: 5000.095703
	Iteration 56Q: 3 clusters Score -4082631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -4082639.750000 Penalty: 5000.095703
	Iteration 57Q: 3 clusters Score -4082640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -4082638.750000 Penalty: 5000.095703
	Iteration 58Q: 3 clusters Score -4082639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -4082642.500000 Penalty: 5000.095703
	Iteration 59Q: 3 clusters Score -4082642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -4082643.750000 Penalty: 5000.095703
	Iteration 60F: 3 clusters Score -4082644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -4082649.000000 Penalty: 5000.095703
	Iteration 61Q: 3 clusters Score -4082649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -4082644.500000 Penalty: 5000.095703
	Iteration 62Q: 3 clusters Score -4082644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -4082643.000000 Penalty: 5000.095703
	Iteration 63Q: 3 clusters Score -4082643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -4082643.750000 Penalty: 5000.095703
	Iteration 64Q: 3 clusters Score -4082644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -4082644.750000 Penalty: 5000.095703
	Iteration 65Q: 3 clusters Score -4082645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -4082646.250000 Penalty: 5000.095703
	Iteration 66Q: 3 clusters Score -4082646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -4082644.500000 Penalty: 5000.095703
	Iteration 67Q: 3 clusters Score -4082644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -4082644.750000 Penalty: 5000.095703
	Iteration 68Q: 3 clusters Score -4082645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -4082646.500000 Penalty: 5000.095703
	Iteration 69Q: 3 clusters Score -4082646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -4082652.750000 Penalty: 5000.095703
	Iteration 70Q: 3 clusters Score -4082653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -4082649.500000 Penalty: 5000.095703
	Iteration 71Q: 3 clusters Score -4082650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -4082650.000000 Penalty: 5000.095703
	Iteration 72Q: 3 clusters Score -4082650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -4082651.250000 Penalty: 5000.095703
	Iteration 73Q: 3 clusters Score -4082651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -4082655.000000 Penalty: 5000.095703
	Iteration 74Q: 3 clusters Score -4082655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -4082651.250000 Penalty: 5000.095703
	Iteration 75Q: 3 clusters Score -4082651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -4082648.000000 Penalty: 5000.095703
	Iteration 76Q: 3 clusters Score -4082648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -4082647.000000 Penalty: 5000.095703
	Iteration 77Q: 3 clusters Score -4082647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -4082652.500000 Penalty: 5000.095703
	Iteration 78Q: 3 clusters Score -4082652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -4082650.500000 Penalty: 5000.095703
	Iteration 79Q: 3 clusters Score -4082650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -4082659.000000 Penalty: 5000.095703
	Iteration 80F: 3 clusters Score -4082659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -4082661.000000 Penalty: 5000.095703
	Iteration 81Q: 3 clusters Score -4082661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -4082662.250000 Penalty: 5000.095703
	Iteration 82Q: 3 clusters Score -4082662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -4082662.750000 Penalty: 5000.095703
	Iteration 83Q: 3 clusters Score -4082663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -4082659.750000 Penalty: 5000.095703
	Iteration 84Q: 3 clusters Score -4082660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -4082658.500000 Penalty: 5000.095703
	Iteration 85Q: 3 clusters Score -4082658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -4082660.000000 Penalty: 5000.095703
	Iteration 86Q: 3 clusters Score -4082660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -4082662.750000 Penalty: 5000.095703
	Iteration 87Q: 3 clusters Score -4082663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -4082663.250000 Penalty: 5000.095703
	Iteration 88Q: 3 clusters Score -4082663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -4082659.250000 Penalty: 5000.095703
	Iteration 89Q: 3 clusters Score -4082659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -4082661.500000 Penalty: 5000.095703
	Iteration 90Q: 3 clusters Score -4082662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -4082664.000000 Penalty: 5000.095703
	Iteration 91Q: 3 clusters Score -4082664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -4082667.250000 Penalty: 5000.095703
	Iteration 92Q: 3 clusters Score -4082667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -4082665.750000 Penalty: 5000.095703
	Iteration 93Q: 3 clusters Score -4082666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -4082668.500000 Penalty: 5000.095703
	Iteration 94Q: 3 clusters Score -4082668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -4082664.500000 Penalty: 5000.095703
	Iteration 95Q: 3 clusters Score -4082664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -4082667.500000 Penalty: 5000.095703
	Iteration 96Q: 3 clusters Score -4082668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -4082666.250000 Penalty: 5000.095703
	Iteration 97Q: 3 clusters Score -4082666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -4082669.000000 Penalty: 5000.095703
	Iteration 98Q: 3 clusters Score -4082669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -4082664.750000 Penalty: 5000.095703
	Iteration 99Q: 3 clusters Score -4082665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -4082663.000000 Penalty: 5000.095703
	Iteration 100F: 3 clusters Score -4082663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -4082661.000000 Penalty: 5000.095703
	Iteration 101Q: 3 clusters Score -4082661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -4082662.000000 Penalty: 5000.095703
	Iteration 102Q: 3 clusters Score -4082662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -4082667.250000 Penalty: 5000.095703
	Iteration 103Q: 3 clusters Score -4082667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -4082667.000000 Penalty: 5000.095703
	Iteration 104Q: 3 clusters Score -4082667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -4082667.750000 Penalty: 5000.095703
	Iteration 105Q: 3 clusters Score -4082668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -4082666.750000 Penalty: 5000.095703
	Iteration 106Q: 3 clusters Score -4082667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -4082668.000000 Penalty: 5000.095703
	Iteration 107Q: 3 clusters Score -4082668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -4082666.500000 Penalty: 5000.095703
	Iteration 108Q: 3 clusters Score -4082666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -4082669.750000 Penalty: 5000.095703
	Iteration 109Q: 3 clusters Score -4082670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -4082667.250000 Penalty: 5000.095703
	Iteration 110Q: 3 clusters Score -4082667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4082667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -4082667.250000 Penalty: 5000.095703
	Iteration 112F: 3 clusters Score -4082667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (24855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Entering Unmasked Estep 
Score: -4367182.000000 Penalty: 2509.961914
	Iteration 0F: 2 clusters Score -4367182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -4349841.000000 Penalty: 5019.923828
	Iteration 0F: 3 clusters Score -4349841 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -4355829.500000 Penalty: 5019.923828
	Iteration 1F: 3 clusters Score -4355830 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -4356196.500000 Penalty: 5019.923828
	Iteration 2Q: 3 clusters Score -4356196 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -4356454.000000 Penalty: 5019.923828
	Iteration 3Q: 3 clusters Score -4356454 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -4356639.500000 Penalty: 5019.923828
	Iteration 4Q: 3 clusters Score -4356640 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -4356819.500000 Penalty: 5019.923828
	Iteration 5Q: 3 clusters Score -4356820 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -4356941.500000 Penalty: 5019.923828
	Iteration 6Q: 3 clusters Score -4356942 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -4357066.500000 Penalty: 5019.923828
	Iteration 7Q: 3 clusters Score -4357066 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -4357210.000000 Penalty: 5019.923828
	Iteration 8Q: 3 clusters Score -4357210 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -4357396.500000 Penalty: 5019.923828
	Iteration 9Q: 3 clusters Score -4357396 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -4357634.000000 Penalty: 5019.923828
	Iteration 10Q: 3 clusters Score -4357634 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -4358010.500000 Penalty: 5019.923828
	Iteration 11Q: 3 clusters Score -4358010 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -4358580.500000 Penalty: 5019.923828
	Iteration 12Q: 3 clusters Score -4358580 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -4359450.500000 Penalty: 5019.923828
	Iteration 13F: 3 clusters Score -4359450 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -4360705.000000 Penalty: 5019.923828
	Iteration 14F: 3 clusters Score -4360705 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -4362151.000000 Penalty: 5019.923828
	Iteration 15F: 3 clusters Score -4362151 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4363432.000000 Penalty: 5019.923828
	Iteration 16F: 3 clusters Score -4363432 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4364216.000000 Penalty: 5019.923828
	Iteration 17Q: 3 clusters Score -4364216 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4364566.500000 Penalty: 5019.923828
	Iteration 18Q: 3 clusters Score -4364566 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4364734.000000 Penalty: 5019.923828
	Iteration 19Q: 3 clusters Score -4364734 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4364814.500000 Penalty: 5019.923828
	Iteration 20F: 3 clusters Score -4364814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4364858.000000 Penalty: 5019.923828
	Iteration 21Q: 3 clusters Score -4364858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4364881.500000 Penalty: 5019.923828
	Iteration 22Q: 3 clusters Score -4364882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4364897.000000 Penalty: 5019.923828
	Iteration 23Q: 3 clusters Score -4364897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4364910.500000 Penalty: 5019.923828
	Iteration 24Q: 3 clusters Score -4364910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4364924.000000 Penalty: 5019.923828
	Iteration 25Q: 3 clusters Score -4364924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4364932.000000 Penalty: 5019.923828
	Iteration 26Q: 3 clusters Score -4364932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4364943.000000 Penalty: 5019.923828
	Iteration 27Q: 3 clusters Score -4364943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4364962.000000 Penalty: 5019.923828
	Iteration 28Q: 3 clusters Score -4364962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4364977.500000 Penalty: 5019.923828
	Iteration 29Q: 3 clusters Score -4364978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4364986.500000 Penalty: 5019.923828
	Iteration 30Q: 3 clusters Score -4364986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4364999.000000 Penalty: 5019.923828
	Iteration 31Q: 3 clusters Score -4364999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4364997.500000 Penalty: 5019.923828
	Iteration 32Q: 3 clusters Score -4364998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4364997.500000 Penalty: 5019.923828
	Iteration 33F: 3 clusters Score -4364998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (32132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Entering Unmasked Estep 
Score: -5521137.000000 Penalty: 2573.646729
	Iteration 0F: 2 clusters Score -5521137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -5499279.000000 Penalty: 5147.293457
	Iteration 0F: 3 clusters Score -5499279 nChanged 14578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -5507301.500000 Penalty: 5147.293457
	Iteration 1F: 3 clusters Score -5507302 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -5508177.000000 Penalty: 5147.293457
	Iteration 2F: 3 clusters Score -5508177 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -5509294.500000 Penalty: 5147.293457
	Iteration 3F: 3 clusters Score -5509294 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -5510664.500000 Penalty: 5147.293457
	Iteration 4F: 3 clusters Score -5510664 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -5512280.500000 Penalty: 5147.293457
	Iteration 5F: 3 clusters Score -5512280 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -5513914.000000 Penalty: 5147.293457
	Iteration 6F: 3 clusters Score -5513914 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -5515380.500000 Penalty: 5147.293457
	Iteration 7F: 3 clusters Score -5515380 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -5516418.000000 Penalty: 5147.293457
	Iteration 8Q: 3 clusters Score -5516418 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -5517213.500000 Penalty: 5147.293457
	Iteration 9Q: 3 clusters Score -5517214 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -5517817.500000 Penalty: 5147.293457
	Iteration 10Q: 3 clusters Score -5517818 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -5518228.000000 Penalty: 5147.293457
	Iteration 11Q: 3 clusters Score -5518228 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -5518520.500000 Penalty: 5147.293457
	Iteration 12Q: 3 clusters Score -5518520 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -5518715.500000 Penalty: 5147.293457
	Iteration 13Q: 3 clusters Score -5518716 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -5518876.500000 Penalty: 5147.293457
	Iteration 14Q: 3 clusters Score -5518876 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -5519030.000000 Penalty: 5147.293457
	Iteration 15Q: 3 clusters Score -5519030 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -5519123.000000 Penalty: 5147.293457
	Iteration 16Q: 3 clusters Score -5519123 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -5519209.000000 Penalty: 5147.293457
	Iteration 17Q: 3 clusters Score -5519209 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -5519321.500000 Penalty: 5147.293457
	Iteration 18Q: 3 clusters Score -5519322 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -5519425.500000 Penalty: 5147.293457
	Iteration 19Q: 3 clusters Score -5519426 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -5519490.500000 Penalty: 5147.293457
	Iteration 20F: 3 clusters Score -5519490 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -5519573.500000 Penalty: 5147.293457
	Iteration 21Q: 3 clusters Score -5519574 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -5519603.500000 Penalty: 5147.293457
	Iteration 22Q: 3 clusters Score -5519604 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -5519658.000000 Penalty: 5147.293457
	Iteration 23Q: 3 clusters Score -5519658 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -5519688.500000 Penalty: 5147.293457
	Iteration 24Q: 3 clusters Score -5519688 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -5519701.500000 Penalty: 5147.293457
	Iteration 25Q: 3 clusters Score -5519702 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -5519723.000000 Penalty: 5147.293457
	Iteration 26Q: 3 clusters Score -5519723 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -5519747.500000 Penalty: 5147.293457
	Iteration 27Q: 3 clusters Score -5519748 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -5519758.500000 Penalty: 5147.293457
	Iteration 28Q: 3 clusters Score -5519758 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -5519760.000000 Penalty: 5147.293457
	Iteration 29Q: 3 clusters Score -5519760 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -5519769.500000 Penalty: 5147.293457
	Iteration 30Q: 3 clusters Score -5519770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -5519800.000000 Penalty: 5147.293457
	Iteration 31Q: 3 clusters Score -5519800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -5519806.000000 Penalty: 5147.293457
	Iteration 32Q: 3 clusters Score -5519806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -5519818.500000 Penalty: 5147.293457
	Iteration 33Q: 3 clusters Score -5519818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -5519840.000000 Penalty: 5147.293457
	Iteration 34Q: 3 clusters Score -5519840 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -5519843.000000 Penalty: 5147.293457
	Iteration 35Q: 3 clusters Score -5519843 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -5519848.000000 Penalty: 5147.293457
	Iteration 36Q: 3 clusters Score -5519848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -5519849.500000 Penalty: 5147.293457
	Iteration 37Q: 3 clusters Score -5519850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -5519859.500000 Penalty: 5147.293457
	Iteration 38Q: 3 clusters Score -5519860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -5519857.500000 Penalty: 5147.293457
	Iteration 39Q: 3 clusters Score -5519858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -5519866.500000 Penalty: 5147.293457
	Iteration 40F: 3 clusters Score -5519866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -5519866.000000 Penalty: 5147.293457
	Iteration 41Q: 3 clusters Score -5519866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -5519869.500000 Penalty: 5147.293457
	Iteration 42Q: 3 clusters Score -5519870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -5519865.500000 Penalty: 5147.293457
	Iteration 43Q: 3 clusters Score -5519866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -5519873.000000 Penalty: 5147.293457
	Iteration 44Q: 3 clusters Score -5519873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -5519872.500000 Penalty: 5147.293457
	Iteration 45Q: 3 clusters Score -5519872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -5519880.500000 Penalty: 5147.293457
	Iteration 46Q: 3 clusters Score -5519880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -5519881.500000 Penalty: 5147.293457
	Iteration 47Q: 3 clusters Score -5519882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -5519888.500000 Penalty: 5147.293457
	Iteration 48Q: 3 clusters Score -5519888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -5519890.500000 Penalty: 5147.293457
	Iteration 49Q: 3 clusters Score -5519890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -5519890.500000 Penalty: 5147.293457
	Iteration 50Q: 3 clusters Score -5519890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -5519890.500000 Penalty: 5147.293457
	Iteration 51Q: 3 clusters Score -5519890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -5519893.500000 Penalty: 5147.293457
	Iteration 52Q: 3 clusters Score -5519894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -5519896.500000 Penalty: 5147.293457
	Iteration 53Q: 3 clusters Score -5519896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -5519892.000000 Penalty: 5147.293457
	Iteration 54Q: 3 clusters Score -5519892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -5519887.000000 Penalty: 5147.293457
	Iteration 55Q: 3 clusters Score -5519887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -5519886.000000 Penalty: 5147.293457
	Iteration 56Q: 3 clusters Score -5519886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -5519891.000000 Penalty: 5147.293457
	Iteration 57Q: 3 clusters Score -5519891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -5519896.500000 Penalty: 5147.293457
	Iteration 58Q: 3 clusters Score -5519896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -5519902.500000 Penalty: 5147.293457
	Iteration 59Q: 3 clusters Score -5519902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -5519904.500000 Penalty: 5147.293457
	Iteration 60F: 3 clusters Score -5519904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -5519904.500000 Penalty: 5147.293457
	Iteration 61Q: 3 clusters Score -5519904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -5519917.500000 Penalty: 5147.293457
	Iteration 62Q: 3 clusters Score -5519918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -5519910.500000 Penalty: 5147.293457
	Iteration 63Q: 3 clusters Score -5519910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -5519914.500000 Penalty: 5147.293457
	Iteration 64Q: 3 clusters Score -5519914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -5519919.500000 Penalty: 5147.293457
	Iteration 65Q: 3 clusters Score -5519920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -5519923.500000 Penalty: 5147.293457
	Iteration 66Q: 3 clusters Score -5519924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -5519913.500000 Penalty: 5147.293457
	Iteration 67Q: 3 clusters Score -5519914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -5519913.500000 Penalty: 5147.293457
	Iteration 68F: 3 clusters Score -5519914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (37041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Entering Unmasked Estep 
Score: -6254224.000000 Penalty: 2608.905762
	Iteration 0F: 2 clusters Score -6254224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -6229053.000000 Penalty: 5217.811523
	Iteration 0F: 3 clusters Score -6229053 nChanged 16981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -6238563.000000 Penalty: 5217.811523
	Iteration 1F: 3 clusters Score -6238563 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -6239376.500000 Penalty: 5217.811523
	Iteration 2F: 3 clusters Score -6239376 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -6240372.000000 Penalty: 5217.811523
	Iteration 3F: 3 clusters Score -6240372 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -6241395.000000 Penalty: 5217.811523
	Iteration 4F: 3 clusters Score -6241395 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -6242428.500000 Penalty: 5217.811523
	Iteration 5F: 3 clusters Score -6242428 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -6243502.500000 Penalty: 5217.811523
	Iteration 6F: 3 clusters Score -6243502 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -6244683.000000 Penalty: 5217.811523
	Iteration 7F: 3 clusters Score -6244683 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -6245740.000000 Penalty: 5217.811523
	Iteration 8F: 3 clusters Score -6245740 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -6246737.000000 Penalty: 5217.811523
	Iteration 9Q: 3 clusters Score -6246737 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -6247723.000000 Penalty: 5217.811523
	Iteration 10Q: 3 clusters Score -6247723 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -6248609.000000 Penalty: 5217.811523
	Iteration 11Q: 3 clusters Score -6248609 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -6249454.000000 Penalty: 5217.811523
	Iteration 12Q: 3 clusters Score -6249454 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -6250140.500000 Penalty: 5217.811523
	Iteration 13Q: 3 clusters Score -6250140 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -6250609.500000 Penalty: 5217.811523
	Iteration 14Q: 3 clusters Score -6250610 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -6250956.000000 Penalty: 5217.811523
	Iteration 15Q: 3 clusters Score -6250956 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -6251203.000000 Penalty: 5217.811523
	Iteration 16Q: 3 clusters Score -6251203 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -6251372.500000 Penalty: 5217.811523
	Iteration 17Q: 3 clusters Score -6251372 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -6251561.000000 Penalty: 5217.811523
	Iteration 18Q: 3 clusters Score -6251561 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -6251678.500000 Penalty: 5217.811523
	Iteration 19Q: 3 clusters Score -6251678 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -6251801.500000 Penalty: 5217.811523
	Iteration 20F: 3 clusters Score -6251802 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -6251918.500000 Penalty: 5217.811523
	Iteration 21Q: 3 clusters Score -6251918 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -6252016.000000 Penalty: 5217.811523
	Iteration 22Q: 3 clusters Score -6252016 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -6252057.500000 Penalty: 5217.811523
	Iteration 23Q: 3 clusters Score -6252058 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -6252078.000000 Penalty: 5217.811523
	Iteration 24Q: 3 clusters Score -6252078 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -6252137.000000 Penalty: 5217.811523
	Iteration 25Q: 3 clusters Score -6252137 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -6252168.500000 Penalty: 5217.811523
	Iteration 26Q: 3 clusters Score -6252168 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -6252204.000000 Penalty: 5217.811523
	Iteration 27Q: 3 clusters Score -6252204 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -6252253.500000 Penalty: 5217.811523
	Iteration 28Q: 3 clusters Score -6252254 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -6252280.500000 Penalty: 5217.811523
	Iteration 29Q: 3 clusters Score -6252280 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -6252297.000000 Penalty: 5217.811523
	Iteration 30Q: 3 clusters Score -6252297 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -6252316.000000 Penalty: 5217.811523
	Iteration 31Q: 3 clusters Score -6252316 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -6252319.500000 Penalty: 5217.811523
	Iteration 32Q: 3 clusters Score -6252320 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -6252350.500000 Penalty: 5217.811523
	Iteration 33Q: 3 clusters Score -6252350 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -6252381.500000 Penalty: 5217.811523
	Iteration 34Q: 3 clusters Score -6252382 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -6252399.500000 Penalty: 5217.811523
	Iteration 35Q: 3 clusters Score -6252400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -6252405.500000 Penalty: 5217.811523
	Iteration 36Q: 3 clusters Score -6252406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -6252400.500000 Penalty: 5217.811523
	Iteration 37Q: 3 clusters Score -6252400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -6252428.000000 Penalty: 5217.811523
	Iteration 38Q: 3 clusters Score -6252428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -6252440.000000 Penalty: 5217.811523
	Iteration 39Q: 3 clusters Score -6252440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -6252444.000000 Penalty: 5217.811523
	Iteration 40F: 3 clusters Score -6252444 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -6252471.000000 Penalty: 5217.811523
	Iteration 41Q: 3 clusters Score -6252471 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -6252476.000000 Penalty: 5217.811523
	Iteration 42Q: 3 clusters Score -6252476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -6252497.000000 Penalty: 5217.811523
	Iteration 43Q: 3 clusters Score -6252497 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6252505.500000 Penalty: 5217.811523
	Iteration 44Q: 3 clusters Score -6252506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -6252515.500000 Penalty: 5217.811523
	Iteration 45Q: 3 clusters Score -6252516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -6252520.500000 Penalty: 5217.811523
	Iteration 46Q: 3 clusters Score -6252520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -6252541.000000 Penalty: 5217.811523
	Iteration 47Q: 3 clusters Score -6252541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -6252531.500000 Penalty: 5217.811523
	Iteration 48Q: 3 clusters Score -6252532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -6252542.500000 Penalty: 5217.811523
	Iteration 49Q: 3 clusters Score -6252542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -6252532.000000 Penalty: 5217.811523
	Iteration 50Q: 3 clusters Score -6252532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -6252534.000000 Penalty: 5217.811523
	Iteration 51Q: 3 clusters Score -6252534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6252536.000000 Penalty: 5217.811523
	Iteration 52Q: 3 clusters Score -6252536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6252534.500000 Penalty: 5217.811523
	Iteration 53Q: 3 clusters Score -6252534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6252542.500000 Penalty: 5217.811523
	Iteration 54Q: 3 clusters Score -6252542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -6252545.000000 Penalty: 5217.811523
	Iteration 55Q: 3 clusters Score -6252545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -6252543.500000 Penalty: 5217.811523
	Iteration 56Q: 3 clusters Score -6252544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -6252555.500000 Penalty: 5217.811523
	Iteration 57Q: 3 clusters Score -6252556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6252554.500000 Penalty: 5217.811523
	Iteration 58Q: 3 clusters Score -6252554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -6252553.000000 Penalty: 5217.811523
	Iteration 59Q: 3 clusters Score -6252553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -6252561.000000 Penalty: 5217.811523
	Iteration 60F: 3 clusters Score -6252561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -6252561.500000 Penalty: 5217.811523
	Iteration 61Q: 3 clusters Score -6252562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6252566.000000 Penalty: 5217.811523
	Iteration 62Q: 3 clusters Score -6252566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -6252557.500000 Penalty: 5217.811523
	Iteration 63Q: 3 clusters Score -6252558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -6252562.000000 Penalty: 5217.811523
	Iteration 64Q: 3 clusters Score -6252562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -6252565.000000 Penalty: 5217.811523
	Iteration 65Q: 3 clusters Score -6252565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -6252551.000000 Penalty: 5217.811523
	Iteration 66Q: 3 clusters Score -6252551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -6252560.500000 Penalty: 5217.811523
	Iteration 67Q: 3 clusters Score -6252560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -6252570.500000 Penalty: 5217.811523
	Iteration 68Q: 3 clusters Score -6252570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -6252562.500000 Penalty: 5217.811523
	Iteration 69Q: 3 clusters Score -6252562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6252571.500000 Penalty: 5217.811523
	Iteration 70Q: 3 clusters Score -6252572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6252578.500000 Penalty: 5217.811523
	Iteration 71Q: 3 clusters Score -6252578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6252575.000000 Penalty: 5217.811523
	Iteration 72Q: 3 clusters Score -6252575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -6252574.500000 Penalty: 5217.811523
	Iteration 73Q: 3 clusters Score -6252574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -6252574.500000 Penalty: 5217.811523
	Iteration 74F: 3 clusters Score -6252574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Entering Unmasked Estep 
Score: -814503.250000 Penalty: 2106.696289
	Iteration 0F: 2 clusters Score -814503.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -810068.750000 Penalty: 4213.392578
	Iteration 0F: 3 clusters Score -810068.8 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -811399.000000 Penalty: 4213.392578
	Iteration 1F: 3 clusters Score -811399 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -812054.312500 Penalty: 4213.392578
	Iteration 2F: 3 clusters Score -812054.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -812717.812500 Penalty: 4213.392578
	Iteration 3F: 3 clusters Score -812717.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -813190.312500 Penalty: 4213.392578
	Iteration 4F: 3 clusters Score -813190.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -813453.625000 Penalty: 4213.392578
	Iteration 5F: 3 clusters Score -813453.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -813603.687500 Penalty: 4213.392578
	Iteration 6Q: 3 clusters Score -813603.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -813687.187500 Penalty: 4213.392578
	Iteration 7Q: 3 clusters Score -813687.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -813746.937500 Penalty: 4213.392578
	Iteration 8Q: 3 clusters Score -813746.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -813780.437500 Penalty: 4213.392578
	Iteration 9Q: 3 clusters Score -813780.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -813798.250000 Penalty: 4213.392578
	Iteration 10Q: 3 clusters Score -813798.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -813812.687500 Penalty: 4213.392578
	Iteration 11Q: 3 clusters Score -813812.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -813819.187500 Penalty: 4213.392578
	Iteration 12Q: 3 clusters Score -813819.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -813824.875000 Penalty: 4213.392578
	Iteration 13Q: 3 clusters Score -813824.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -813826.500000 Penalty: 4213.392578
	Iteration 14Q: 3 clusters Score -813826.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -813828.437500 Penalty: 4213.392578
	Iteration 15Q: 3 clusters Score -813828.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -813827.875000 Penalty: 4213.392578
	Iteration 16Q: 3 clusters Score -813827.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -813827.687500 Penalty: 4213.392578
	Iteration 17Q: 3 clusters Score -813827.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -813828.812500 Penalty: 4213.392578
	Iteration 18Q: 3 clusters Score -813828.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -813828.812500 Penalty: 4213.392578
	Iteration 19F: 3 clusters Score -813828.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 15010 members 
Mstep: Class 4 contains 15877 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 11642 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 9227 members 
Mstep: Class 10 contains 13776 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 8638 members 
Mstep: Class 14 contains 54783 members 
Mstep: Class 15 contains 12263 members 
Mstep: Class 16 contains 72146 members 
Mstep: Class 17 contains 60733 members 
Mstep: Class 18 contains 5853 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 10192 members 
Mstep: Class 22 contains 49325 members 
Mstep: Class 23 contains 1022 members 
Mstep: Class 24 contains 6537 members 
Mstep: Class 25 contains 1471 members 
Mstep: Class 26 contains 6001 members 
Mstep: Class 27 contains 2013 members 
Mstep: Class 28 contains 973 members 
Mstep: Class 29 contains 3103 members 
Mstep: Class 30 contains 71377 members 
Mstep: Class 31 contains 23881 members 
Mstep: Class 32 contains 24855 members 
Mstep: Class 33 contains 32132 members 
Mstep: Class 34 contains 37041 members 
Mstep: Class 35 contains 4889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115014752.000000 Penalty: 153557.890625
Iteration 79Q: 47 clusters Score -1.150148e+08 nChanged 14118
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 15052 members 
Mstep: Class 4 contains 16288 members 
Mstep: Class 5 contains 3769 members 
Mstep: Class 6 contains 12000 members 
Mstep: Class 7 contains 10712 members 
Mstep: Class 8 contains 3663 members 
Mstep: Class 9 contains 9418 members 
Mstep: Class 10 contains 13753 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 1221 members 
Mstep: Class 13 contains 8968 members 
Mstep: Class 14 contains 54924 members 
Mstep: Class 15 contains 12548 members 
Mstep: Class 16 contains 72761 members 
Mstep: Class 17 contains 60665 members 
Mstep: Class 18 contains 5918 members 
Mstep: Class 19 contains 6609 members 
Mstep: Class 20 contains 576 members 
Mstep: Class 21 contains 10246 members 
Mstep: Class 22 contains 49632 members 
Mstep: Class 23 contains 1047 members 
Mstep: Class 24 contains 6581 members 
Mstep: Class 25 contains 1465 members 
Mstep: Class 26 contains 5893 members 
Mstep: Class 27 contains 2019 members 
Mstep: Class 28 contains 973 members 
Mstep: Class 29 contains 3124 members 
Mstep: Class 30 contains 72131 members 
Mstep: Class 31 contains 24208 members 
Mstep: Class 32 contains 25223 members 
Mstep: Class 33 contains 32128 members 
Mstep: Class 34 contains 37528 members 
Mstep: Class 35 contains 4859 members 
Mstep: Class 36 contains 2263 members 
Mstep: Class 37 contains 4139 members 
Mstep: Class 38 contains 535 members 
Mstep: Class 39 contains 8569 members 
Mstep: Class 40 contains 13778 members 
Mstep: Class 41 contains 7332 members 
Mstep: Class 42 contains 46611 members 
Mstep: Class 43 contains 2498 members 
Mstep: Class 44 contains 15500 members 
Mstep: Class 45 contains 1109 members 
Mstep: Class 46 contains 9547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115021928.000000 Penalty: 153557.890625
Iteration 80F: 47 clusters Score -1.150219e+08 nChanged 12323
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 14970 members 
Mstep: Class 4 contains 16063 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 11532 members 
Mstep: Class 7 contains 10770 members 
Mstep: Class 8 contains 3657 members 
Mstep: Class 9 contains 9425 members 
Mstep: Class 10 contains 13748 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 8931 members 
Mstep: Class 14 contains 54743 members 
Mstep: Class 15 contains 12386 members 
Mstep: Class 16 contains 72862 members 
Mstep: Class 17 contains 60649 members 
Mstep: Class 18 contains 5813 members 
Mstep: Class 19 contains 6612 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 10301 members 
Mstep: Class 22 contains 49583 members 
Mstep: Class 23 contains 1051 members 
Mstep: Class 24 contains 6527 members 
Mstep: Class 25 contains 1461 members 
Mstep: Class 26 contains 5861 members 
Mstep: Class 27 contains 2018 members 
Mstep: Class 28 contains 967 members 
Mstep: Class 29 contains 3051 members 
Mstep: Class 30 contains 72143 members 
Mstep: Class 31 contains 24310 members 
Mstep: Class 32 contains 25589 members 
Mstep: Class 33 contains 31867 members 
Mstep: Class 34 contains 36890 members 
Mstep: Class 35 contains 4838 members 
Mstep: Class 36 contains 2284 members 
Mstep: Class 37 contains 4180 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 8444 members 
Mstep: Class 40 contains 14002 members 
Mstep: Class 41 contains 7434 members 
Mstep: Class 42 contains 47046 members 
Mstep: Class 43 contains 2846 members 
Mstep: Class 44 contains 15946 members 
Mstep: Class 45 contains 1116 members 
Mstep: Class 46 contains 9845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025064.000000 Penalty: 153557.890625
Iteration 81Q: 47 clusters Score -1.150251e+08 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 14868 members 
Mstep: Class 4 contains 15886 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 11268 members 
Mstep: Class 7 contains 10891 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 9518 members 
Mstep: Class 10 contains 13745 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 8848 members 
Mstep: Class 14 contains 54631 members 
Mstep: Class 15 contains 12255 members 
Mstep: Class 16 contains 72950 members 
Mstep: Class 17 contains 60594 members 
Mstep: Class 18 contains 5730 members 
Mstep: Class 19 contains 6603 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 10423 members 
Mstep: Class 22 contains 49535 members 
Mstep: Class 23 contains 1040 members 
Mstep: Class 24 contains 6486 members 
Mstep: Class 25 contains 1450 members 
Mstep: Class 26 contains 5884 members 
Mstep: Class 27 contains 2019 members 
Mstep: Class 28 contains 963 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 72212 members 
Mstep: Class 31 contains 24382 members 
Mstep: Class 32 contains 25954 members 
Mstep: Class 33 contains 31670 members 
Mstep: Class 34 contains 36467 members 
Mstep: Class 35 contains 4838 members 
Mstep: Class 36 contains 2292 members 
Mstep: Class 37 contains 4215 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 8308 members 
Mstep: Class 40 contains 14185 members 
Mstep: Class 41 contains 7462 members 
Mstep: Class 42 contains 47192 members 
Mstep: Class 43 contains 3085 members 
Mstep: Class 44 contains 16137 members 
Mstep: Class 45 contains 1119 members 
Mstep: Class 46 contains 10019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115027280.000000 Penalty: 153557.890625
Iteration 82Q: 47 clusters Score -1.150273e+08 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 14779 members 
Mstep: Class 4 contains 15687 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 11008 members 
Mstep: Class 8 contains 3654 members 
Mstep: Class 9 contains 9644 members 
Mstep: Class 10 contains 13728 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 1207 members 
Mstep: Class 13 contains 8740 members 
Mstep: Class 14 contains 54585 members 
Mstep: Class 15 contains 12171 members 
Mstep: Class 16 contains 73050 members 
Mstep: Class 17 contains 60550 members 
Mstep: Class 18 contains 5670 members 
Mstep: Class 19 contains 6609 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 10556 members 
Mstep: Class 22 contains 49508 members 
Mstep: Class 23 contains 1032 members 
Mstep: Class 24 contains 6464 members 
Mstep: Class 25 contains 1444 members 
Mstep: Class 26 contains 5900 members 
Mstep: Class 27 contains 2019 members 
Mstep: Class 28 contains 959 members 
Mstep: Class 29 contains 2985 members 
Mstep: Class 30 contains 72272 members 
Mstep: Class 31 contains 24412 members 
Mstep: Class 32 contains 26294 members 
Mstep: Class 33 contains 31504 members 
Mstep: Class 34 contains 36081 members 
Mstep: Class 35 contains 4841 members 
Mstep: Class 36 contains 2291 members 
Mstep: Class 37 contains 4229 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 8225 members 
Mstep: Class 40 contains 14371 members 
Mstep: Class 41 contains 7485 members 
Mstep: Class 42 contains 47208 members 
Mstep: Class 43 contains 3254 members 
Mstep: Class 44 contains 16200 members 
Mstep: Class 45 contains 1123 members 
Mstep: Class 46 contains 10168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115028320.000000 Penalty: 153557.890625
Iteration 83Q: 47 clusters Score -1.150283e+08 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 14703 members 
Mstep: Class 4 contains 15509 members 
Mstep: Class 5 contains 3697 members 
Mstep: Class 6 contains 11021 members 
Mstep: Class 7 contains 11096 members 
Mstep: Class 8 contains 3653 members 
Mstep: Class 9 contains 9772 members 
Mstep: Class 10 contains 13721 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 1207 members 
Mstep: Class 13 contains 8635 members 
Mstep: Class 14 contains 54548 members 
Mstep: Class 15 contains 12097 members 
Mstep: Class 16 contains 73071 members 
Mstep: Class 17 contains 60498 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 6614 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 10694 members 
Mstep: Class 22 contains 49526 members 
Mstep: Class 23 contains 1028 members 
Mstep: Class 24 contains 6449 members 
Mstep: Class 25 contains 1445 members 
Mstep: Class 26 contains 5901 members 
Mstep: Class 27 contains 2025 members 
Mstep: Class 28 contains 954 members 
Mstep: Class 29 contains 2971 members 
Mstep: Class 30 contains 72352 members 
Mstep: Class 31 contains 24438 members 
Mstep: Class 32 contains 26636 members 
Mstep: Class 33 contains 31352 members 
Mstep: Class 34 contains 35781 members 
Mstep: Class 35 contains 4843 members 
Mstep: Class 36 contains 2291 members 
Mstep: Class 37 contains 4247 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 8149 members 
Mstep: Class 40 contains 14537 members 
Mstep: Class 41 contains 7492 members 
Mstep: Class 42 contains 47130 members 
Mstep: Class 43 contains 3381 members 
Mstep: Class 44 contains 16232 members 
Mstep: Class 45 contains 1128 members 
Mstep: Class 46 contains 10306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115028704.000000 Penalty: 153557.890625
Iteration 84Q: 47 clusters Score -1.150287e+08 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 14626 members 
Mstep: Class 4 contains 15332 members 
Mstep: Class 5 contains 3676 members 
Mstep: Class 6 contains 10955 members 
Mstep: Class 7 contains 11132 members 
Mstep: Class 8 contains 3653 members 
Mstep: Class 9 contains 9923 members 
Mstep: Class 10 contains 13716 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 8507 members 
Mstep: Class 14 contains 54517 members 
Mstep: Class 15 contains 12040 members 
Mstep: Class 16 contains 73064 members 
Mstep: Class 17 contains 60449 members 
Mstep: Class 18 contains 5589 members 
Mstep: Class 19 contains 6612 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 10804 members 
Mstep: Class 22 contains 49547 members 
Mstep: Class 23 contains 1024 members 
Mstep: Class 24 contains 6439 members 
Mstep: Class 25 contains 1440 members 
Mstep: Class 26 contains 5904 members 
Mstep: Class 27 contains 2030 members 
Mstep: Class 28 contains 951 members 
Mstep: Class 29 contains 2966 members 
Mstep: Class 30 contains 72451 members 
Mstep: Class 31 contains 24452 members 
Mstep: Class 32 contains 26973 members 
Mstep: Class 33 contains 31221 members 
Mstep: Class 34 contains 35496 members 
Mstep: Class 35 contains 4846 members 
Mstep: Class 36 contains 2291 members 
Mstep: Class 37 contains 4253 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 8092 members 
Mstep: Class 40 contains 14745 members 
Mstep: Class 41 contains 7497 members 
Mstep: Class 42 contains 47024 members 
Mstep: Class 43 contains 3500 members 
Mstep: Class 44 contains 16249 members 
Mstep: Class 45 contains 1130 members 
Mstep: Class 46 contains 10427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115029760.000000 Penalty: 153557.890625
Iteration 85Q: 47 clusters Score -1.150298e+08 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 14548 members 
Mstep: Class 4 contains 15163 members 
Mstep: Class 5 contains 3666 members 
Mstep: Class 6 contains 10892 members 
Mstep: Class 7 contains 11177 members 
Mstep: Class 8 contains 3653 members 
Mstep: Class 9 contains 10085 members 
Mstep: Class 10 contains 13714 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 8343 members 
Mstep: Class 14 contains 54513 members 
Mstep: Class 15 contains 11999 members 
Mstep: Class 16 contains 73019 members 
Mstep: Class 17 contains 60429 members 
Mstep: Class 18 contains 5566 members 
Mstep: Class 19 contains 6609 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 10904 members 
Mstep: Class 22 contains 49549 members 
Mstep: Class 23 contains 1024 members 
Mstep: Class 24 contains 6434 members 
Mstep: Class 25 contains 1440 members 
Mstep: Class 26 contains 5899 members 
Mstep: Class 27 contains 2034 members 
Mstep: Class 28 contains 949 members 
Mstep: Class 29 contains 2960 members 
Mstep: Class 30 contains 72558 members 
Mstep: Class 31 contains 24476 members 
Mstep: Class 32 contains 27305 members 
Mstep: Class 33 contains 31100 members 
Mstep: Class 34 contains 35223 members 
Mstep: Class 35 contains 4845 members 
Mstep: Class 36 contains 2290 members 
Mstep: Class 37 contains 4257 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 8049 members 
Mstep: Class 40 contains 14970 members 
Mstep: Class 41 contains 7503 members 
Mstep: Class 42 contains 46863 members 
Mstep: Class 43 contains 3608 members 
Mstep: Class 44 contains 16258 members 
Mstep: Class 45 contains 1132 members 
Mstep: Class 46 contains 10541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115030376.000000 Penalty: 153557.890625
Iteration 86Q: 47 clusters Score -1.150304e+08 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 14462 members 
Mstep: Class 4 contains 15023 members 
Mstep: Class 5 contains 3651 members 
Mstep: Class 6 contains 10852 members 
Mstep: Class 7 contains 11231 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 10252 members 
Mstep: Class 10 contains 13720 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 8144 members 
Mstep: Class 14 contains 54491 members 
Mstep: Class 15 contains 11940 members 
Mstep: Class 16 contains 73016 members 
Mstep: Class 17 contains 60423 members 
Mstep: Class 18 contains 5552 members 
Mstep: Class 19 contains 6603 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11025 members 
Mstep: Class 22 contains 49527 members 
Mstep: Class 23 contains 1018 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 1440 members 
Mstep: Class 26 contains 5881 members 
Mstep: Class 27 contains 2037 members 
Mstep: Class 28 contains 948 members 
Mstep: Class 29 contains 2954 members 
Mstep: Class 30 contains 72646 members 
Mstep: Class 31 contains 24483 members 
Mstep: Class 32 contains 27621 members 
Mstep: Class 33 contains 30985 members 
Mstep: Class 34 contains 34996 members 
Mstep: Class 35 contains 4844 members 
Mstep: Class 36 contains 2289 members 
Mstep: Class 37 contains 4260 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 8005 members 
Mstep: Class 40 contains 15224 members 
Mstep: Class 41 contains 7507 members 
Mstep: Class 42 contains 46686 members 
Mstep: Class 43 contains 3706 members 
Mstep: Class 44 contains 16256 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 10640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115030928.000000 Penalty: 153557.890625
Iteration 87Q: 47 clusters Score -1.150309e+08 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 14397 members 
Mstep: Class 4 contains 14914 members 
Mstep: Class 5 contains 3644 members 
Mstep: Class 6 contains 10844 members 
Mstep: Class 7 contains 11268 members 
Mstep: Class 8 contains 3651 members 
Mstep: Class 9 contains 10426 members 
Mstep: Class 10 contains 13710 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 1207 members 
Mstep: Class 13 contains 7957 members 
Mstep: Class 14 contains 54497 members 
Mstep: Class 15 contains 11876 members 
Mstep: Class 16 contains 72983 members 
Mstep: Class 17 contains 60407 members 
Mstep: Class 18 contains 5537 members 
Mstep: Class 19 contains 6599 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11125 members 
Mstep: Class 22 contains 49529 members 
Mstep: Class 23 contains 1014 members 
Mstep: Class 24 contains 6421 members 
Mstep: Class 25 contains 1439 members 
Mstep: Class 26 contains 5895 members 
Mstep: Class 27 contains 2041 members 
Mstep: Class 28 contains 946 members 
Mstep: Class 29 contains 2953 members 
Mstep: Class 30 contains 72728 members 
Mstep: Class 31 contains 24483 members 
Mstep: Class 32 contains 27926 members 
Mstep: Class 33 contains 30872 members 
Mstep: Class 34 contains 34801 members 
Mstep: Class 35 contains 4846 members 
Mstep: Class 36 contains 2290 members 
Mstep: Class 37 contains 4260 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7980 members 
Mstep: Class 40 contains 15445 members 
Mstep: Class 41 contains 7512 members 
Mstep: Class 42 contains 46429 members 
Mstep: Class 43 contains 3788 members 
Mstep: Class 44 contains 16239 members 
Mstep: Class 45 contains 1134 members 
Mstep: Class 46 contains 10747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115031816.000000 Penalty: 153557.890625
Iteration 88Q: 47 clusters Score -1.150318e+08 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 14316 members 
Mstep: Class 4 contains 14797 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 10821 members 
Mstep: Class 7 contains 11313 members 
Mstep: Class 8 contains 3651 members 
Mstep: Class 9 contains 10600 members 
Mstep: Class 10 contains 13706 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 1207 members 
Mstep: Class 13 contains 7798 members 
Mstep: Class 14 contains 54477 members 
Mstep: Class 15 contains 11826 members 
Mstep: Class 16 contains 72911 members 
Mstep: Class 17 contains 60391 members 
Mstep: Class 18 contains 5524 members 
Mstep: Class 19 contains 6589 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11224 members 
Mstep: Class 22 contains 49556 members 
Mstep: Class 23 contains 1012 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 1440 members 
Mstep: Class 26 contains 5913 members 
Mstep: Class 27 contains 2042 members 
Mstep: Class 28 contains 940 members 
Mstep: Class 29 contains 2951 members 
Mstep: Class 30 contains 72804 members 
Mstep: Class 31 contains 24490 members 
Mstep: Class 32 contains 28236 members 
Mstep: Class 33 contains 30755 members 
Mstep: Class 34 contains 34593 members 
Mstep: Class 35 contains 4842 members 
Mstep: Class 36 contains 2289 members 
Mstep: Class 37 contains 4266 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7957 members 
Mstep: Class 40 contains 15634 members 
Mstep: Class 41 contains 7512 members 
Mstep: Class 42 contains 46270 members 
Mstep: Class 43 contains 3855 members 
Mstep: Class 44 contains 16215 members 
Mstep: Class 45 contains 1137 members 
Mstep: Class 46 contains 10856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115032280.000000 Penalty: 153557.890625
Iteration 89Q: 47 clusters Score -1.150323e+08 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 14223 members 
Mstep: Class 4 contains 14682 members 
Mstep: Class 5 contains 3627 members 
Mstep: Class 6 contains 10826 members 
Mstep: Class 7 contains 11353 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 10779 members 
Mstep: Class 10 contains 13705 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 7623 members 
Mstep: Class 14 contains 54453 members 
Mstep: Class 15 contains 11772 members 
Mstep: Class 16 contains 72866 members 
Mstep: Class 17 contains 60389 members 
Mstep: Class 18 contains 5514 members 
Mstep: Class 19 contains 6581 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11310 members 
Mstep: Class 22 contains 49587 members 
Mstep: Class 23 contains 1011 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 1442 members 
Mstep: Class 26 contains 5934 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 934 members 
Mstep: Class 29 contains 2950 members 
Mstep: Class 30 contains 72883 members 
Mstep: Class 31 contains 24497 members 
Mstep: Class 32 contains 28530 members 
Mstep: Class 33 contains 30626 members 
Mstep: Class 34 contains 34386 members 
Mstep: Class 35 contains 4842 members 
Mstep: Class 36 contains 2291 members 
Mstep: Class 37 contains 4266 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7941 members 
Mstep: Class 40 contains 15815 members 
Mstep: Class 41 contains 7515 members 
Mstep: Class 42 contains 46083 members 
Mstep: Class 43 contains 3901 members 
Mstep: Class 44 contains 16200 members 
Mstep: Class 45 contains 1141 members 
Mstep: Class 46 contains 10969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115033008.000000 Penalty: 153557.890625
Iteration 90Q: 47 clusters Score -1.15033e+08 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 14117 members 
Mstep: Class 4 contains 14556 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 6 contains 10819 members 
Mstep: Class 7 contains 11394 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 10936 members 
Mstep: Class 10 contains 13709 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 7459 members 
Mstep: Class 14 contains 54453 members 
Mstep: Class 15 contains 11736 members 
Mstep: Class 16 contains 72825 members 
Mstep: Class 17 contains 60406 members 
Mstep: Class 18 contains 5507 members 
Mstep: Class 19 contains 6574 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11407 members 
Mstep: Class 22 contains 49623 members 
Mstep: Class 23 contains 1011 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 1442 members 
Mstep: Class 26 contains 5946 members 
Mstep: Class 27 contains 2049 members 
Mstep: Class 28 contains 933 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 72951 members 
Mstep: Class 31 contains 24494 members 
Mstep: Class 32 contains 28798 members 
Mstep: Class 33 contains 30515 members 
Mstep: Class 34 contains 34190 members 
Mstep: Class 35 contains 4841 members 
Mstep: Class 36 contains 2292 members 
Mstep: Class 37 contains 4266 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7926 members 
Mstep: Class 40 contains 16019 members 
Mstep: Class 41 contains 7515 members 
Mstep: Class 42 contains 45894 members 
Mstep: Class 43 contains 3955 members 
Mstep: Class 44 contains 16170 members 
Mstep: Class 45 contains 1138 members 
Mstep: Class 46 contains 11057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115033888.000000 Penalty: 153557.890625
Iteration 91Q: 47 clusters Score -1.150339e+08 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 14020 members 
Mstep: Class 4 contains 14434 members 
Mstep: Class 5 contains 3620 members 
Mstep: Class 6 contains 10841 members 
Mstep: Class 7 contains 11432 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 11077 members 
Mstep: Class 10 contains 13707 members 
Mstep: Class 11 contains 322 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 7294 members 
Mstep: Class 14 contains 54482 members 
Mstep: Class 15 contains 11718 members 
Mstep: Class 16 contains 72803 members 
Mstep: Class 17 contains 60424 members 
Mstep: Class 18 contains 5500 members 
Mstep: Class 19 contains 6561 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11474 members 
Mstep: Class 22 contains 49653 members 
Mstep: Class 23 contains 1012 members 
Mstep: Class 24 contains 6401 members 
Mstep: Class 25 contains 1439 members 
Mstep: Class 26 contains 5978 members 
Mstep: Class 27 contains 2053 members 
Mstep: Class 28 contains 934 members 
Mstep: Class 29 contains 2948 members 
Mstep: Class 30 contains 73019 members 
Mstep: Class 31 contains 24480 members 
Mstep: Class 32 contains 29053 members 
Mstep: Class 33 contains 30377 members 
Mstep: Class 34 contains 34016 members 
Mstep: Class 35 contains 4845 members 
Mstep: Class 36 contains 2292 members 
Mstep: Class 37 contains 4270 members 
Mstep: Class 38 contains 544 members 
Mstep: Class 39 contains 7922 members 
Mstep: Class 40 contains 16195 members 
Mstep: Class 41 contains 7512 members 
Mstep: Class 42 contains 45718 members 
Mstep: Class 43 contains 4001 members 
Mstep: Class 44 contains 16139 members 
Mstep: Class 45 contains 1137 members 
Mstep: Class 46 contains 11121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115033960.000000 Penalty: 153557.890625
Iteration 92Q: 47 clusters Score -1.15034e+08 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 13928 members 
Mstep: Class 4 contains 14342 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 10859 members 
Mstep: Class 7 contains 11462 members 
Mstep: Class 8 contains 3651 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 13709 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 1206 members 
Mstep: Class 13 contains 7134 members 
Mstep: Class 14 contains 54493 members 
Mstep: Class 15 contains 11704 members 
Mstep: Class 16 contains 72734 members 
Mstep: Class 17 contains 60432 members 
Mstep: Class 18 contains 5498 members 
Mstep: Class 19 contains 6557 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11519 members 
Mstep: Class 22 contains 49683 members 
Mstep: Class 23 contains 1012 members 
Mstep: Class 24 contains 6400 members 
Mstep: Class 25 contains 1439 members 
Mstep: Class 26 contains 6006 members 
Mstep: Class 27 contains 2055 members 
Mstep: Class 28 contains 933 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 73068 members 
Mstep: Class 31 contains 24471 members 
Mstep: Class 32 contains 29317 members 
Mstep: Class 33 contains 30266 members 
Mstep: Class 34 contains 33875 members 
Mstep: Class 35 contains 4843 members 
Mstep: Class 36 contains 2293 members 
Mstep: Class 37 contains 4270 members 
Mstep: Class 38 contains 544 members 
Mstep: Class 39 contains 7914 members 
Mstep: Class 40 contains 16354 members 
Mstep: Class 41 contains 7511 members 
Mstep: Class 42 contains 45589 members 
Mstep: Class 43 contains 4039 members 
Mstep: Class 44 contains 16105 members 
Mstep: Class 45 contains 1138 members 
Mstep: Class 46 contains 11195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034144.000000 Penalty: 153557.890625
Iteration 93Q: 47 clusters Score -1.150341e+08 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 13856 members 
Mstep: Class 4 contains 14238 members 
Mstep: Class 5 contains 3609 members 
Mstep: Class 6 contains 10860 members 
Mstep: Class 7 contains 11499 members 
Mstep: Class 8 contains 3651 members 
Mstep: Class 9 contains 11312 members 
Mstep: Class 10 contains 13717 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 1204 members 
Mstep: Class 13 contains 6993 members 
Mstep: Class 14 contains 54521 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 72651 members 
Mstep: Class 17 contains 60455 members 
Mstep: Class 18 contains 5494 members 
Mstep: Class 19 contains 6554 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11565 members 
Mstep: Class 22 contains 49697 members 
Mstep: Class 23 contains 1011 members 
Mstep: Class 24 contains 6398 members 
Mstep: Class 25 contains 1440 members 
Mstep: Class 26 contains 6034 members 
Mstep: Class 27 contains 2056 members 
Mstep: Class 28 contains 932 members 
Mstep: Class 29 contains 2948 members 
Mstep: Class 30 contains 73125 members 
Mstep: Class 31 contains 24482 members 
Mstep: Class 32 contains 29554 members 
Mstep: Class 33 contains 30172 members 
Mstep: Class 34 contains 33729 members 
Mstep: Class 35 contains 4843 members 
Mstep: Class 36 contains 2294 members 
Mstep: Class 37 contains 4268 members 
Mstep: Class 38 contains 544 members 
Mstep: Class 39 contains 7913 members 
Mstep: Class 40 contains 16501 members 
Mstep: Class 41 contains 7513 members 
Mstep: Class 42 contains 45435 members 
Mstep: Class 43 contains 4073 members 
Mstep: Class 44 contains 16087 members 
Mstep: Class 45 contains 1139 members 
Mstep: Class 46 contains 11252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034696.000000 Penalty: 153557.890625
Iteration 94Q: 47 clusters Score -1.150347e+08 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 13781 members 
Mstep: Class 4 contains 14128 members 
Mstep: Class 5 contains 3603 members 
Mstep: Class 6 contains 10853 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 3653 members 
Mstep: Class 9 contains 11409 members 
Mstep: Class 10 contains 13723 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 6863 members 
Mstep: Class 14 contains 54557 members 
Mstep: Class 15 contains 11674 members 
Mstep: Class 16 contains 72598 members 
Mstep: Class 17 contains 60465 members 
Mstep: Class 18 contains 5494 members 
Mstep: Class 19 contains 6548 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11616 members 
Mstep: Class 22 contains 49711 members 
Mstep: Class 23 contains 1008 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 1442 members 
Mstep: Class 26 contains 6079 members 
Mstep: Class 27 contains 2058 members 
Mstep: Class 28 contains 932 members 
Mstep: Class 29 contains 2947 members 
Mstep: Class 30 contains 73189 members 
Mstep: Class 31 contains 24509 members 
Mstep: Class 32 contains 29737 members 
Mstep: Class 33 contains 30101 members 
Mstep: Class 34 contains 33618 members 
Mstep: Class 35 contains 4842 members 
Mstep: Class 36 contains 2293 members 
Mstep: Class 37 contains 4270 members 
Mstep: Class 38 contains 544 members 
Mstep: Class 39 contains 7914 members 
Mstep: Class 40 contains 16611 members 
Mstep: Class 41 contains 7513 members 
Mstep: Class 42 contains 45291 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 16065 members 
Mstep: Class 45 contains 1139 members 
Mstep: Class 46 contains 11299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034488.000000 Penalty: 153557.890625
Iteration 95Q: 47 clusters Score -1.150345e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 13716 members 
Mstep: Class 4 contains 14020 members 
Mstep: Class 5 contains 3595 members 
Mstep: Class 6 contains 10858 members 
Mstep: Class 7 contains 11547 members 
Mstep: Class 8 contains 3653 members 
Mstep: Class 9 contains 11520 members 
Mstep: Class 10 contains 13720 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 1204 members 
Mstep: Class 13 contains 6752 members 
Mstep: Class 14 contains 54576 members 
Mstep: Class 15 contains 11655 members 
Mstep: Class 16 contains 72572 members 
Mstep: Class 17 contains 60459 members 
Mstep: Class 18 contains 5489 members 
Mstep: Class 19 contains 6545 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11655 members 
Mstep: Class 22 contains 49737 members 
Mstep: Class 23 contains 1006 members 
Mstep: Class 24 contains 6407 members 
Mstep: Class 25 contains 1441 members 
Mstep: Class 26 contains 6116 members 
Mstep: Class 27 contains 2061 members 
Mstep: Class 28 contains 932 members 
Mstep: Class 29 contains 2948 members 
Mstep: Class 30 contains 73249 members 
Mstep: Class 31 contains 24520 members 
Mstep: Class 32 contains 29911 members 
Mstep: Class 33 contains 30051 members 
Mstep: Class 34 contains 33536 members 
Mstep: Class 35 contains 4845 members 
Mstep: Class 36 contains 2293 members 
Mstep: Class 37 contains 4272 members 
Mstep: Class 38 contains 544 members 
Mstep: Class 39 contains 7916 members 
Mstep: Class 40 contains 16694 members 
Mstep: Class 41 contains 7515 members 
Mstep: Class 42 contains 45160 members 
Mstep: Class 43 contains 4112 members 
Mstep: Class 44 contains 16036 members 
Mstep: Class 45 contains 1138 members 
Mstep: Class 46 contains 11333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034656.000000 Penalty: 153557.890625
Iteration 96Q: 47 clusters Score -1.150347e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 13661 members 
Mstep: Class 4 contains 13888 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 10860 members 
Mstep: Class 7 contains 11564 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 11623 members 
Mstep: Class 10 contains 13715 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1204 members 
Mstep: Class 13 contains 6658 members 
Mstep: Class 14 contains 54586 members 
Mstep: Class 15 contains 11630 members 
Mstep: Class 16 contains 72526 members 
Mstep: Class 17 contains 60445 members 
Mstep: Class 18 contains 5485 members 
Mstep: Class 19 contains 6543 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11704 members 
Mstep: Class 22 contains 49765 members 
Mstep: Class 23 contains 1003 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 1441 members 
Mstep: Class 26 contains 6151 members 
Mstep: Class 27 contains 2061 members 
Mstep: Class 28 contains 931 members 
Mstep: Class 29 contains 2947 members 
Mstep: Class 30 contains 73325 members 
Mstep: Class 31 contains 24537 members 
Mstep: Class 32 contains 30058 members 
Mstep: Class 33 contains 30003 members 
Mstep: Class 34 contains 33460 members 
Mstep: Class 35 contains 4847 members 
Mstep: Class 36 contains 2293 members 
Mstep: Class 37 contains 4273 members 
Mstep: Class 38 contains 544 members 
Mstep: Class 39 contains 7921 members 
Mstep: Class 40 contains 16770 members 
Mstep: Class 41 contains 7515 members 
Mstep: Class 42 contains 45054 members 
Mstep: Class 43 contains 4131 members 
Mstep: Class 44 contains 16025 members 
Mstep: Class 45 contains 1139 members 
Mstep: Class 46 contains 11372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034576.000000 Penalty: 153557.890625
Iteration 97Q: 47 clusters Score -1.150346e+08 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 13601 members 
Mstep: Class 4 contains 13767 members 
Mstep: Class 5 contains 3578 members 
Mstep: Class 6 contains 10879 members 
Mstep: Class 7 contains 11590 members 
Mstep: Class 8 contains 3654 members 
Mstep: Class 9 contains 11722 members 
Mstep: Class 10 contains 13716 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 1204 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 54587 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 72475 members 
Mstep: Class 17 contains 60437 members 
Mstep: Class 18 contains 5484 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11752 members 
Mstep: Class 22 contains 49818 members 
Mstep: Class 23 contains 1001 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 1440 members 
Mstep: Class 26 contains 6178 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 930 members 
Mstep: Class 29 contains 2947 members 
Mstep: Class 30 contains 73374 members 
Mstep: Class 31 contains 24559 members 
Mstep: Class 32 contains 30211 members 
Mstep: Class 33 contains 29925 members 
Mstep: Class 34 contains 33396 members 
Mstep: Class 35 contains 4849 members 
Mstep: Class 36 contains 2293 members 
Mstep: Class 37 contains 4274 members 
Mstep: Class 38 contains 544 members 
Mstep: Class 39 contains 7923 members 
Mstep: Class 40 contains 16821 members 
Mstep: Class 41 contains 7517 members 
Mstep: Class 42 contains 44959 members 
Mstep: Class 43 contains 4143 members 
Mstep: Class 44 contains 16014 members 
Mstep: Class 45 contains 1139 members 
Mstep: Class 46 contains 11407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034664.000000 Penalty: 153557.890625
Iteration 98Q: 47 clusters Score -1.150347e+08 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 13546 members 
Mstep: Class 4 contains 13627 members 
Mstep: Class 5 contains 3567 members 
Mstep: Class 6 contains 10902 members 
Mstep: Class 7 contains 11618 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 11800 members 
Mstep: Class 10 contains 13721 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 6513 members 
Mstep: Class 14 contains 54591 members 
Mstep: Class 15 contains 11588 members 
Mstep: Class 16 contains 72396 members 
Mstep: Class 17 contains 60455 members 
Mstep: Class 18 contains 5484 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11774 members 
Mstep: Class 22 contains 49865 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 1440 members 
Mstep: Class 26 contains 6199 members 
Mstep: Class 27 contains 2061 members 
Mstep: Class 28 contains 930 members 
Mstep: Class 29 contains 2948 members 
Mstep: Class 30 contains 73434 members 
Mstep: Class 31 contains 24585 members 
Mstep: Class 32 contains 30378 members 
Mstep: Class 33 contains 29850 members 
Mstep: Class 34 contains 33339 members 
Mstep: Class 35 contains 4848 members 
Mstep: Class 36 contains 2293 members 
Mstep: Class 37 contains 4271 members 
Mstep: Class 38 contains 544 members 
Mstep: Class 39 contains 7926 members 
Mstep: Class 40 contains 16865 members 
Mstep: Class 41 contains 7521 members 
Mstep: Class 42 contains 44887 members 
Mstep: Class 43 contains 4157 members 
Mstep: Class 44 contains 16007 members 
Mstep: Class 45 contains 1139 members 
Mstep: Class 46 contains 11431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034856.000000 Penalty: 153557.890625
Iteration 99Q: 47 clusters Score -1.150349e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 13502 members 
Mstep: Class 4 contains 13487 members 
Mstep: Class 5 contains 3561 members 
Mstep: Class 6 contains 10928 members 
Mstep: Class 7 contains 11643 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 11861 members 
Mstep: Class 10 contains 13724 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 54598 members 
Mstep: Class 15 contains 11569 members 
Mstep: Class 16 contains 72365 members 
Mstep: Class 17 contains 60451 members 
Mstep: Class 18 contains 5484 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11791 members 
Mstep: Class 22 contains 49910 members 
Mstep: Class 23 contains 998 members 
Mstep: Class 24 contains 6418 members 
Mstep: Class 25 contains 1437 members 
Mstep: Class 26 contains 6226 members 
Mstep: Class 27 contains 2060 members 
Mstep: Class 28 contains 931 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 73491 members 
Mstep: Class 31 contains 24598 members 
Mstep: Class 32 contains 30507 members 
Mstep: Class 33 contains 29791 members 
Mstep: Class 34 contains 33297 members 
Mstep: Class 35 contains 4852 members 
Mstep: Class 36 contains 2293 members 
Mstep: Class 37 contains 4271 members 
Mstep: Class 38 contains 544 members 
Mstep: Class 39 contains 7927 members 
Mstep: Class 40 contains 16914 members 
Mstep: Class 41 contains 7522 members 
Mstep: Class 42 contains 44795 members 
Mstep: Class 43 contains 4174 members 
Mstep: Class 44 contains 16001 members 
Mstep: Class 45 contains 1139 members 
Mstep: Class 46 contains 11443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034816.000000 Penalty: 153557.890625
Iteration 100F: 47 clusters Score -1.150348e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 13464 members 
Mstep: Class 4 contains 13375 members 
Mstep: Class 5 contains 3563 members 
Mstep: Class 6 contains 10947 members 
Mstep: Class 7 contains 11667 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 11923 members 
Mstep: Class 10 contains 13728 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 6391 members 
Mstep: Class 14 contains 54602 members 
Mstep: Class 15 contains 11555 members 
Mstep: Class 16 contains 72321 members 
Mstep: Class 17 contains 60440 members 
Mstep: Class 18 contains 5484 members 
Mstep: Class 19 contains 6538 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 11828 members 
Mstep: Class 22 contains 49964 members 
Mstep: Class 23 contains 1000 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 1442 members 
Mstep: Class 26 contains 6234 members 
Mstep: Class 27 contains 2060 members 
Mstep: Class 28 contains 931 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 73525 members 
Mstep: Class 31 contains 24621 members 
Mstep: Class 32 contains 30630 members 
Mstep: Class 33 contains 29733 members 
Mstep: Class 34 contains 33256 members 
Mstep: Class 35 contains 4849 members 
Mstep: Class 36 contains 2293 members 
Mstep: Class 37 contains 4269 members 
Mstep: Class 38 contains 544 members 
Mstep: Class 39 contains 7936 members 
Mstep: Class 40 contains 16971 members 
Mstep: Class 41 contains 7525 members 
Mstep: Class 42 contains 44714 members 
Mstep: Class 43 contains 4183 members 
Mstep: Class 44 contains 15992 members 
Mstep: Class 45 contains 1139 members 
Mstep: Class 46 contains 11456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035072.000000 Penalty: 153557.890625
Iteration 101Q: 47 clusters Score -1.150351e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 13407 members 
Mstep: Class 4 contains 13267 members 
Mstep: Class 5 contains 3562 members 
Mstep: Class 6 contains 10961 members 
Mstep: Class 7 contains 11692 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 12000 members 
Mstep: Class 10 contains 13733 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 6319 members 
Mstep: Class 14 contains 54593 members 
Mstep: Class 15 contains 11536 members 
Mstep: Class 16 contains 72274 members 
Mstep: Class 17 contains 60436 members 
Mstep: Class 18 contains 5484 members 
Mstep: Class 19 contains 6538 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11870 members 
Mstep: Class 22 contains 50026 members 
Mstep: Class 23 contains 987 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 1454 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 2061 members 
Mstep: Class 28 contains 931 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 73566 members 
Mstep: Class 31 contains 24654 members 
Mstep: Class 32 contains 30777 members 
Mstep: Class 33 contains 29670 members 
Mstep: Class 34 contains 33208 members 
Mstep: Class 35 contains 4846 members 
Mstep: Class 36 contains 2294 members 
Mstep: Class 37 contains 4270 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7944 members 
Mstep: Class 40 contains 17029 members 
Mstep: Class 41 contains 7527 members 
Mstep: Class 42 contains 44610 members 
Mstep: Class 43 contains 4195 members 
Mstep: Class 44 contains 15980 members 
Mstep: Class 45 contains 1138 members 
Mstep: Class 46 contains 11467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035400.000000 Penalty: 153557.890625
Iteration 102Q: 47 clusters Score -1.150354e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 13370 members 
Mstep: Class 4 contains 13168 members 
Mstep: Class 5 contains 3560 members 
Mstep: Class 6 contains 10979 members 
Mstep: Class 7 contains 11713 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 12057 members 
Mstep: Class 10 contains 13735 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 6270 members 
Mstep: Class 14 contains 54578 members 
Mstep: Class 15 contains 11514 members 
Mstep: Class 16 contains 72213 members 
Mstep: Class 17 contains 60428 members 
Mstep: Class 18 contains 5483 members 
Mstep: Class 19 contains 6539 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11893 members 
Mstep: Class 22 contains 50076 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 6263 members 
Mstep: Class 27 contains 2063 members 
Mstep: Class 28 contains 930 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 73595 members 
Mstep: Class 31 contains 24694 members 
Mstep: Class 32 contains 30914 members 
Mstep: Class 33 contains 29611 members 
Mstep: Class 34 contains 33176 members 
Mstep: Class 35 contains 4839 members 
Mstep: Class 36 contains 2295 members 
Mstep: Class 37 contains 4271 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7950 members 
Mstep: Class 40 contains 17066 members 
Mstep: Class 41 contains 7528 members 
Mstep: Class 42 contains 44550 members 
Mstep: Class 43 contains 4205 members 
Mstep: Class 44 contains 15973 members 
Mstep: Class 45 contains 1138 members 
Mstep: Class 46 contains 11473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035648.000000 Penalty: 153557.890625
Iteration 103Q: 47 clusters Score -1.150356e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 13344 members 
Mstep: Class 4 contains 13057 members 
Mstep: Class 5 contains 3563 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 12097 members 
Mstep: Class 10 contains 13731 members 
Mstep: Class 11 contains 319 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 6234 members 
Mstep: Class 14 contains 54578 members 
Mstep: Class 15 contains 11486 members 
Mstep: Class 16 contains 72147 members 
Mstep: Class 17 contains 60437 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11906 members 
Mstep: Class 22 contains 50109 members 
Mstep: Class 23 contains 970 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 1479 members 
Mstep: Class 26 contains 6273 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 930 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 73619 members 
Mstep: Class 31 contains 24743 members 
Mstep: Class 32 contains 31059 members 
Mstep: Class 33 contains 29551 members 
Mstep: Class 34 contains 33146 members 
Mstep: Class 35 contains 4832 members 
Mstep: Class 36 contains 2296 members 
Mstep: Class 37 contains 4271 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7953 members 
Mstep: Class 40 contains 17096 members 
Mstep: Class 41 contains 7528 members 
Mstep: Class 42 contains 44518 members 
Mstep: Class 43 contains 4212 members 
Mstep: Class 44 contains 15964 members 
Mstep: Class 45 contains 1136 members 
Mstep: Class 46 contains 11485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035864.000000 Penalty: 153557.890625
Iteration 104Q: 47 clusters Score -1.150359e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 13308 members 
Mstep: Class 4 contains 12935 members 
Mstep: Class 5 contains 3567 members 
Mstep: Class 6 contains 10994 members 
Mstep: Class 7 contains 11740 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 12135 members 
Mstep: Class 10 contains 13732 members 
Mstep: Class 11 contains 322 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 54575 members 
Mstep: Class 15 contains 11453 members 
Mstep: Class 16 contains 72064 members 
Mstep: Class 17 contains 60448 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11918 members 
Mstep: Class 22 contains 50132 members 
Mstep: Class 23 contains 958 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 1485 members 
Mstep: Class 26 contains 6273 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 927 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 73645 members 
Mstep: Class 31 contains 24790 members 
Mstep: Class 32 contains 31205 members 
Mstep: Class 33 contains 29505 members 
Mstep: Class 34 contains 33133 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 2296 members 
Mstep: Class 37 contains 4273 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7956 members 
Mstep: Class 40 contains 17097 members 
Mstep: Class 41 contains 7527 members 
Mstep: Class 42 contains 44530 members 
Mstep: Class 43 contains 4219 members 
Mstep: Class 44 contains 15958 members 
Mstep: Class 45 contains 1136 members 
Mstep: Class 46 contains 11493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036136.000000 Penalty: 153557.890625
Iteration 105Q: 47 clusters Score -1.150361e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 13282 members 
Mstep: Class 4 contains 12834 members 
Mstep: Class 5 contains 3569 members 
Mstep: Class 6 contains 11006 members 
Mstep: Class 7 contains 11756 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 12186 members 
Mstep: Class 10 contains 13734 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 6205 members 
Mstep: Class 14 contains 54576 members 
Mstep: Class 15 contains 11432 members 
Mstep: Class 16 contains 71983 members 
Mstep: Class 17 contains 60465 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 19 contains 6545 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11931 members 
Mstep: Class 22 contains 50166 members 
Mstep: Class 23 contains 947 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 1491 members 
Mstep: Class 26 contains 6274 members 
Mstep: Class 27 contains 2073 members 
Mstep: Class 28 contains 926 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 73665 members 
Mstep: Class 31 contains 24831 members 
Mstep: Class 32 contains 31342 members 
Mstep: Class 33 contains 29440 members 
Mstep: Class 34 contains 33115 members 
Mstep: Class 35 contains 4827 members 
Mstep: Class 36 contains 2296 members 
Mstep: Class 37 contains 4275 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7959 members 
Mstep: Class 40 contains 17076 members 
Mstep: Class 41 contains 7529 members 
Mstep: Class 42 contains 44523 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 15946 members 
Mstep: Class 45 contains 1136 members 
Mstep: Class 46 contains 11499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036320.000000 Penalty: 153557.890625
Iteration 106Q: 47 clusters Score -1.150363e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 13257 members 
Mstep: Class 4 contains 12747 members 
Mstep: Class 5 contains 3573 members 
Mstep: Class 6 contains 11007 members 
Mstep: Class 7 contains 11768 members 
Mstep: Class 8 contains 3657 members 
Mstep: Class 9 contains 12235 members 
Mstep: Class 10 contains 13734 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 6194 members 
Mstep: Class 14 contains 54577 members 
Mstep: Class 15 contains 11412 members 
Mstep: Class 16 contains 71934 members 
Mstep: Class 17 contains 60494 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 19 contains 6543 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11943 members 
Mstep: Class 22 contains 50199 members 
Mstep: Class 23 contains 927 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 6280 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 923 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 73675 members 
Mstep: Class 31 contains 24849 members 
Mstep: Class 32 contains 31458 members 
Mstep: Class 33 contains 29363 members 
Mstep: Class 34 contains 33095 members 
Mstep: Class 35 contains 4824 members 
Mstep: Class 36 contains 2296 members 
Mstep: Class 37 contains 4274 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7959 members 
Mstep: Class 40 contains 17079 members 
Mstep: Class 41 contains 7530 members 
Mstep: Class 42 contains 44518 members 
Mstep: Class 43 contains 4232 members 
Mstep: Class 44 contains 15931 members 
Mstep: Class 45 contains 1138 members 
Mstep: Class 46 contains 11508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036352.000000 Penalty: 153557.890625
Iteration 107Q: 47 clusters Score -1.150364e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 13230 members 
Mstep: Class 4 contains 12656 members 
Mstep: Class 5 contains 3576 members 
Mstep: Class 6 contains 11009 members 
Mstep: Class 7 contains 11788 members 
Mstep: Class 8 contains 3657 members 
Mstep: Class 9 contains 12279 members 
Mstep: Class 10 contains 13733 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 6187 members 
Mstep: Class 14 contains 54576 members 
Mstep: Class 15 contains 11392 members 
Mstep: Class 16 contains 71869 members 
Mstep: Class 17 contains 60528 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 19 contains 6546 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11952 members 
Mstep: Class 22 contains 50229 members 
Mstep: Class 23 contains 908 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 1545 members 
Mstep: Class 26 contains 6293 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 917 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 73706 members 
Mstep: Class 31 contains 24875 members 
Mstep: Class 32 contains 31570 members 
Mstep: Class 33 contains 29284 members 
Mstep: Class 34 contains 33074 members 
Mstep: Class 35 contains 4811 members 
Mstep: Class 36 contains 2296 members 
Mstep: Class 37 contains 4274 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7959 members 
Mstep: Class 40 contains 17069 members 
Mstep: Class 41 contains 7530 members 
Mstep: Class 42 contains 44509 members 
Mstep: Class 43 contains 4242 members 
Mstep: Class 44 contains 15916 members 
Mstep: Class 45 contains 1144 members 
Mstep: Class 46 contains 11515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036736.000000 Penalty: 153557.890625
Iteration 108Q: 47 clusters Score -1.150367e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 13197 members 
Mstep: Class 4 contains 12565 members 
Mstep: Class 5 contains 3577 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 11803 members 
Mstep: Class 8 contains 3657 members 
Mstep: Class 9 contains 12327 members 
Mstep: Class 10 contains 13732 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 6187 members 
Mstep: Class 14 contains 54572 members 
Mstep: Class 15 contains 11377 members 
Mstep: Class 16 contains 71822 members 
Mstep: Class 17 contains 60557 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11963 members 
Mstep: Class 22 contains 50262 members 
Mstep: Class 23 contains 887 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 1582 members 
Mstep: Class 26 contains 6308 members 
Mstep: Class 27 contains 2081 members 
Mstep: Class 28 contains 914 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 73733 members 
Mstep: Class 31 contains 24900 members 
Mstep: Class 32 contains 31676 members 
Mstep: Class 33 contains 29206 members 
Mstep: Class 34 contains 33041 members 
Mstep: Class 35 contains 4794 members 
Mstep: Class 36 contains 2296 members 
Mstep: Class 37 contains 4273 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7956 members 
Mstep: Class 40 contains 17074 members 
Mstep: Class 41 contains 7530 members 
Mstep: Class 42 contains 44482 members 
Mstep: Class 43 contains 4246 members 
Mstep: Class 44 contains 15904 members 
Mstep: Class 45 contains 1147 members 
Mstep: Class 46 contains 11527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036856.000000 Penalty: 153557.890625
Iteration 109Q: 47 clusters Score -1.150369e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 13165 members 
Mstep: Class 4 contains 12493 members 
Mstep: Class 5 contains 3577 members 
Mstep: Class 6 contains 11029 members 
Mstep: Class 7 contains 11815 members 
Mstep: Class 8 contains 3657 members 
Mstep: Class 9 contains 12367 members 
Mstep: Class 10 contains 13730 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 6185 members 
Mstep: Class 14 contains 54576 members 
Mstep: Class 15 contains 11364 members 
Mstep: Class 16 contains 71799 members 
Mstep: Class 17 contains 60570 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11972 members 
Mstep: Class 22 contains 50302 members 
Mstep: Class 23 contains 868 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 1608 members 
Mstep: Class 26 contains 6324 members 
Mstep: Class 27 contains 2083 members 
Mstep: Class 28 contains 911 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 73747 members 
Mstep: Class 31 contains 24923 members 
Mstep: Class 32 contains 31761 members 
Mstep: Class 33 contains 29136 members 
Mstep: Class 34 contains 33007 members 
Mstep: Class 35 contains 4778 members 
Mstep: Class 36 contains 2297 members 
Mstep: Class 37 contains 4274 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7956 members 
Mstep: Class 40 contains 17069 members 
Mstep: Class 41 contains 7530 members 
Mstep: Class 42 contains 44465 members 
Mstep: Class 43 contains 4250 members 
Mstep: Class 44 contains 15901 members 
Mstep: Class 45 contains 1150 members 
Mstep: Class 46 contains 11534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037008.000000 Penalty: 153557.890625
Iteration 110Q: 47 clusters Score -1.15037e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 13145 members 
Mstep: Class 4 contains 12431 members 
Mstep: Class 5 contains 3577 members 
Mstep: Class 6 contains 11034 members 
Mstep: Class 7 contains 11828 members 
Mstep: Class 8 contains 3658 members 
Mstep: Class 9 contains 12415 members 
Mstep: Class 10 contains 13735 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 6184 members 
Mstep: Class 14 contains 54576 members 
Mstep: Class 15 contains 11345 members 
Mstep: Class 16 contains 71772 members 
Mstep: Class 17 contains 60594 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 19 contains 6548 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11978 members 
Mstep: Class 22 contains 50333 members 
Mstep: Class 23 contains 843 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 1653 members 
Mstep: Class 26 contains 6328 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 73759 members 
Mstep: Class 31 contains 24944 members 
Mstep: Class 32 contains 31838 members 
Mstep: Class 33 contains 29066 members 
Mstep: Class 34 contains 32993 members 
Mstep: Class 35 contains 4754 members 
Mstep: Class 36 contains 2297 members 
Mstep: Class 37 contains 4274 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7959 members 
Mstep: Class 40 contains 17066 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 44431 members 
Mstep: Class 43 contains 4257 members 
Mstep: Class 44 contains 15896 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037328.000000 Penalty: 153557.890625
Iteration 111Q: 47 clusters Score -1.150373e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 13124 members 
Mstep: Class 4 contains 12386 members 
Mstep: Class 5 contains 3575 members 
Mstep: Class 6 contains 11040 members 
Mstep: Class 7 contains 11839 members 
Mstep: Class 8 contains 3658 members 
Mstep: Class 9 contains 12459 members 
Mstep: Class 10 contains 13736 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 6184 members 
Mstep: Class 14 contains 54580 members 
Mstep: Class 15 contains 11336 members 
Mstep: Class 16 contains 71726 members 
Mstep: Class 17 contains 60635 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 19 contains 6552 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 11995 members 
Mstep: Class 22 contains 50355 members 
Mstep: Class 23 contains 806 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 1711 members 
Mstep: Class 26 contains 6341 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 73770 members 
Mstep: Class 31 contains 24965 members 
Mstep: Class 32 contains 31920 members 
Mstep: Class 33 contains 28986 members 
Mstep: Class 34 contains 32976 members 
Mstep: Class 35 contains 4726 members 
Mstep: Class 36 contains 2297 members 
Mstep: Class 37 contains 4275 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7960 members 
Mstep: Class 40 contains 17063 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 44379 members 
Mstep: Class 43 contains 4262 members 
Mstep: Class 44 contains 15887 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037408.000000 Penalty: 153557.890625
Iteration 112Q: 47 clusters Score -1.150374e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 13099 members 
Mstep: Class 4 contains 12343 members 
Mstep: Class 5 contains 3569 members 
Mstep: Class 6 contains 11036 members 
Mstep: Class 7 contains 11846 members 
Mstep: Class 8 contains 3658 members 
Mstep: Class 9 contains 12499 members 
Mstep: Class 10 contains 13737 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 6185 members 
Mstep: Class 14 contains 54580 members 
Mstep: Class 15 contains 11326 members 
Mstep: Class 16 contains 71678 members 
Mstep: Class 17 contains 60684 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 19 contains 6550 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 12011 members 
Mstep: Class 22 contains 50378 members 
Mstep: Class 23 contains 764 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 1783 members 
Mstep: Class 26 contains 6358 members 
Mstep: Class 27 contains 2088 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 73784 members 
Mstep: Class 31 contains 24981 members 
Mstep: Class 32 contains 32003 members 
Mstep: Class 33 contains 28903 members 
Mstep: Class 34 contains 32967 members 
Mstep: Class 35 contains 4694 members 
Mstep: Class 36 contains 2297 members 
Mstep: Class 37 contains 4275 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7962 members 
Mstep: Class 40 contains 17058 members 
Mstep: Class 41 contains 7532 members 
Mstep: Class 42 contains 44353 members 
Mstep: Class 43 contains 4266 members 
Mstep: Class 44 contains 15872 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037360.000000 Penalty: 153557.890625
Iteration 113Q: 47 clusters Score -1.150374e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 13086 members 
Mstep: Class 4 contains 12295 members 
Mstep: Class 5 contains 3568 members 
Mstep: Class 6 contains 11040 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 12535 members 
Mstep: Class 10 contains 13740 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 6184 members 
Mstep: Class 14 contains 54588 members 
Mstep: Class 15 contains 11316 members 
Mstep: Class 16 contains 71632 members 
Mstep: Class 17 contains 60731 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12011 members 
Mstep: Class 22 contains 50406 members 
Mstep: Class 23 contains 740 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 1834 members 
Mstep: Class 26 contains 6370 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 73798 members 
Mstep: Class 31 contains 24995 members 
Mstep: Class 32 contains 32074 members 
Mstep: Class 33 contains 28816 members 
Mstep: Class 34 contains 32949 members 
Mstep: Class 35 contains 4669 members 
Mstep: Class 36 contains 2297 members 
Mstep: Class 37 contains 4275 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7963 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 7532 members 
Mstep: Class 42 contains 44333 members 
Mstep: Class 43 contains 4268 members 
Mstep: Class 44 contains 15863 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037424.000000 Penalty: 153557.890625
Iteration 114Q: 47 clusters Score -1.150374e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 13071 members 
Mstep: Class 4 contains 12239 members 
Mstep: Class 5 contains 3571 members 
Mstep: Class 6 contains 11051 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 3661 members 
Mstep: Class 9 contains 12572 members 
Mstep: Class 10 contains 13742 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 6185 members 
Mstep: Class 14 contains 54596 members 
Mstep: Class 15 contains 11309 members 
Mstep: Class 16 contains 71568 members 
Mstep: Class 17 contains 60773 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 19 contains 6557 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12005 members 
Mstep: Class 22 contains 50436 members 
Mstep: Class 23 contains 717 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 1876 members 
Mstep: Class 26 contains 6382 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 73803 members 
Mstep: Class 31 contains 25005 members 
Mstep: Class 32 contains 32150 members 
Mstep: Class 33 contains 28736 members 
Mstep: Class 34 contains 32930 members 
Mstep: Class 35 contains 4647 members 
Mstep: Class 36 contains 2297 members 
Mstep: Class 37 contains 4277 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7961 members 
Mstep: Class 40 contains 17035 members 
Mstep: Class 41 contains 7534 members 
Mstep: Class 42 contains 44343 members 
Mstep: Class 43 contains 4273 members 
Mstep: Class 44 contains 15854 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037296.000000 Penalty: 153557.890625
Iteration 115Q: 47 clusters Score -1.150373e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 13044 members 
Mstep: Class 4 contains 12175 members 
Mstep: Class 5 contains 3577 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 11884 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 12608 members 
Mstep: Class 10 contains 13742 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 6185 members 
Mstep: Class 14 contains 54596 members 
Mstep: Class 15 contains 11297 members 
Mstep: Class 16 contains 71524 members 
Mstep: Class 17 contains 60837 members 
Mstep: Class 18 contains 5480 members 
Mstep: Class 19 contains 6557 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12012 members 
Mstep: Class 22 contains 50466 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 1910 members 
Mstep: Class 26 contains 6390 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 73809 members 
Mstep: Class 31 contains 25024 members 
Mstep: Class 32 contains 32223 members 
Mstep: Class 33 contains 28634 members 
Mstep: Class 34 contains 32912 members 
Mstep: Class 35 contains 4628 members 
Mstep: Class 36 contains 2297 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7961 members 
Mstep: Class 40 contains 17034 members 
Mstep: Class 41 contains 7535 members 
Mstep: Class 42 contains 44327 members 
Mstep: Class 43 contains 4276 members 
Mstep: Class 44 contains 15851 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037208.000000 Penalty: 153557.890625
Iteration 116Q: 47 clusters Score -1.150372e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 13018 members 
Mstep: Class 4 contains 12121 members 
Mstep: Class 5 contains 3578 members 
Mstep: Class 6 contains 11075 members 
Mstep: Class 7 contains 11892 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 12650 members 
Mstep: Class 10 contains 13744 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 6187 members 
Mstep: Class 14 contains 54598 members 
Mstep: Class 15 contains 11286 members 
Mstep: Class 16 contains 71472 members 
Mstep: Class 17 contains 60882 members 
Mstep: Class 18 contains 5480 members 
Mstep: Class 19 contains 6565 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12020 members 
Mstep: Class 22 contains 50514 members 
Mstep: Class 23 contains 683 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 1937 members 
Mstep: Class 26 contains 6408 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 73821 members 
Mstep: Class 31 contains 25036 members 
Mstep: Class 32 contains 32289 members 
Mstep: Class 33 contains 28538 members 
Mstep: Class 34 contains 32903 members 
Mstep: Class 35 contains 4616 members 
Mstep: Class 36 contains 2297 members 
Mstep: Class 37 contains 4279 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7962 members 
Mstep: Class 40 contains 17031 members 
Mstep: Class 41 contains 7536 members 
Mstep: Class 42 contains 44298 members 
Mstep: Class 43 contains 4273 members 
Mstep: Class 44 contains 15840 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037392.000000 Penalty: 153557.890625
Iteration 117Q: 47 clusters Score -1.150374e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12995 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 3579 members 
Mstep: Class 6 contains 11083 members 
Mstep: Class 7 contains 11898 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 12681 members 
Mstep: Class 10 contains 13745 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 54611 members 
Mstep: Class 15 contains 11280 members 
Mstep: Class 16 contains 71414 members 
Mstep: Class 17 contains 60922 members 
Mstep: Class 18 contains 5480 members 
Mstep: Class 19 contains 6570 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12021 members 
Mstep: Class 22 contains 50556 members 
Mstep: Class 23 contains 669 members 
Mstep: Class 24 contains 6418 members 
Mstep: Class 25 contains 1963 members 
Mstep: Class 26 contains 6427 members 
Mstep: Class 27 contains 2086 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 73823 members 
Mstep: Class 31 contains 25050 members 
Mstep: Class 32 contains 32370 members 
Mstep: Class 33 contains 28442 members 
Mstep: Class 34 contains 32901 members 
Mstep: Class 35 contains 4605 members 
Mstep: Class 36 contains 2297 members 
Mstep: Class 37 contains 4279 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7960 members 
Mstep: Class 40 contains 17019 members 
Mstep: Class 41 contains 7536 members 
Mstep: Class 42 contains 44281 members 
Mstep: Class 43 contains 4274 members 
Mstep: Class 44 contains 15838 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037704.000000 Penalty: 153557.890625
Iteration 118Q: 47 clusters Score -1.150377e+08 nChanged 589
Entering ConstructFrom: 
Score: -115037704.000000 Penalty: 153557.890625
Entering ConstructFrom: 
Trying to split cluster 1 (2379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Entering Unmasked Estep 
Score: -394273.718750 Penalty: 1928.060059
	Iteration 0F: 2 clusters Score -394273.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -391401.312500 Penalty: 3856.120117
	Iteration 0F: 3 clusters Score -391401.3 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -391940.531250 Penalty: 3856.120117
	Iteration 1F: 3 clusters Score -391940.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -392100.406250 Penalty: 3856.120117
	Iteration 2F: 3 clusters Score -392100.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -392198.437500 Penalty: 3856.120117
	Iteration 3F: 3 clusters Score -392198.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -392254.062500 Penalty: 3856.120117
	Iteration 4Q: 3 clusters Score -392254.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -392299.687500 Penalty: 3856.120117
	Iteration 5Q: 3 clusters Score -392299.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -392326.906250 Penalty: 3856.120117
	Iteration 6Q: 3 clusters Score -392326.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -392342.687500 Penalty: 3856.120117
	Iteration 7Q: 3 clusters Score -392342.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -392363.312500 Penalty: 3856.120117
	Iteration 8Q: 3 clusters Score -392363.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -392377.312500 Penalty: 3856.120117
	Iteration 9Q: 3 clusters Score -392377.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -392390.281250 Penalty: 3856.120117
	Iteration 10Q: 3 clusters Score -392390.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -392399.062500 Penalty: 3856.120117
	Iteration 11Q: 3 clusters Score -392399.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -392404.531250 Penalty: 3856.120117
	Iteration 12Q: 3 clusters Score -392404.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -392408.843750 Penalty: 3856.120117
	Iteration 13Q: 3 clusters Score -392408.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -392412.500000 Penalty: 3856.120117
	Iteration 14Q: 3 clusters Score -392412.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -392415.500000 Penalty: 3856.120117
	Iteration 15Q: 3 clusters Score -392415.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -392421.875000 Penalty: 3856.120117
	Iteration 16Q: 3 clusters Score -392421.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -392426.750000 Penalty: 3856.120117
	Iteration 17Q: 3 clusters Score -392426.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -392432.812500 Penalty: 3856.120117
	Iteration 18Q: 3 clusters Score -392432.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -392438.468750 Penalty: 3856.120117
	Iteration 19Q: 3 clusters Score -392438.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -392441.812500 Penalty: 3856.120117
	Iteration 20F: 3 clusters Score -392441.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -392442.656250 Penalty: 3856.120117
	Iteration 21Q: 3 clusters Score -392442.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -392444.812500 Penalty: 3856.120117
	Iteration 22Q: 3 clusters Score -392444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -392446.093750 Penalty: 3856.120117
	Iteration 23Q: 3 clusters Score -392446.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -392447.718750 Penalty: 3856.120117
	Iteration 24Q: 3 clusters Score -392447.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -392450.156250 Penalty: 3856.120117
	Iteration 25Q: 3 clusters Score -392450.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -392452.312500 Penalty: 3856.120117
	Iteration 26Q: 3 clusters Score -392452.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -392454.187500 Penalty: 3856.120117
	Iteration 27Q: 3 clusters Score -392454.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -392456.406250 Penalty: 3856.120117
	Iteration 28Q: 3 clusters Score -392456.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -392457.656250 Penalty: 3856.120117
	Iteration 29Q: 3 clusters Score -392457.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -392458.843750 Penalty: 3856.120117
	Iteration 30Q: 3 clusters Score -392458.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -392461.250000 Penalty: 3856.120117
	Iteration 31Q: 3 clusters Score -392461.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -392464.718750 Penalty: 3856.120117
	Iteration 32Q: 3 clusters Score -392464.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -392467.062500 Penalty: 3856.120117
	Iteration 33Q: 3 clusters Score -392467.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -392468.250000 Penalty: 3856.120117
	Iteration 34Q: 3 clusters Score -392468.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -392469.093750 Penalty: 3856.120117
	Iteration 35Q: 3 clusters Score -392469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -392469.406250 Penalty: 3856.120117
	Iteration 36Q: 3 clusters Score -392469.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -392469.406250 Penalty: 3856.120117
	Iteration 37F: 3 clusters Score -392469.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -64780.054688 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -64780.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63778.925781 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -63778.93 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64663.050781 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -64663.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -64951.218750 Penalty: 3054.911377
	Iteration 2F: 3 clusters Score -64951.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65121.792969 Penalty: 3054.911377
	Iteration 3Q: 3 clusters Score -65121.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -65294.839844 Penalty: 3054.911377
	Iteration 4Q: 3 clusters Score -65294.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -65310.308594 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -65310.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -65312.402344 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -65312.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -65312.402344 Penalty: 3054.911377
	Iteration 7F: 3 clusters Score -65312.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 133 members 
Mstep: Class 3 contains 12965 members 
Mstep: Class 4 contains 12016 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 11090 members 
Mstep: Class 7 contains 11908 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 12712 members 
Mstep: Class 10 contains 13747 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 6187 members 
Mstep: Class 14 contains 54617 members 
Mstep: Class 15 contains 11277 members 
Mstep: Class 16 contains 71365 members 
Mstep: Class 17 contains 60959 members 
Mstep: Class 18 contains 5480 members 
Mstep: Class 19 contains 6575 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12025 members 
Mstep: Class 22 contains 50591 members 
Mstep: Class 23 contains 646 members 
Mstep: Class 24 contains 6418 members 
Mstep: Class 25 contains 1994 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2950 members 
Mstep: Class 30 contains 73827 members 
Mstep: Class 31 contains 25059 members 
Mstep: Class 32 contains 32436 members 
Mstep: Class 33 contains 28351 members 
Mstep: Class 34 contains 32898 members 
Mstep: Class 35 contains 4596 members 
Mstep: Class 36 contains 2297 members 
Mstep: Class 37 contains 4279 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7960 members 
Mstep: Class 40 contains 17013 members 
Mstep: Class 41 contains 7536 members 
Mstep: Class 42 contains 44284 members 
Mstep: Class 43 contains 4278 members 
Mstep: Class 44 contains 15834 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Mstep: Class 47 contains 340 members 
Entering Unmasked Estep 
Score: -115036704.000000 Penalty: 156896.109375
Splitting cluster 2 changes total score from -115037704.000000 to -115036704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (12965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Entering Unmasked Estep 
Score: -2074630.625000 Penalty: 2348.562256
	Iteration 0F: 2 clusters Score -2074631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2065082.250000 Penalty: 4697.124512
	Iteration 0F: 3 clusters Score -2065082 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2068121.875000 Penalty: 4697.124512
	Iteration 1F: 3 clusters Score -2068122 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2068636.250000 Penalty: 4697.124512
	Iteration 2F: 3 clusters Score -2068636 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2069172.375000 Penalty: 4697.124512
	Iteration 3F: 3 clusters Score -2069172 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2069753.625000 Penalty: 4697.124512
	Iteration 4F: 3 clusters Score -2069754 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2070468.125000 Penalty: 4697.124512
	Iteration 5F: 3 clusters Score -2070468 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2071262.750000 Penalty: 4697.124512
	Iteration 6F: 3 clusters Score -2071263 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2071902.375000 Penalty: 4697.124512
	Iteration 7F: 3 clusters Score -2071902 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2072362.875000 Penalty: 4697.124512
	Iteration 8Q: 3 clusters Score -2072363 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2072688.375000 Penalty: 4697.124512
	Iteration 9Q: 3 clusters Score -2072688 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2072908.375000 Penalty: 4697.124512
	Iteration 10Q: 3 clusters Score -2072908 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2073049.500000 Penalty: 4697.124512
	Iteration 11Q: 3 clusters Score -2073050 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2073152.750000 Penalty: 4697.124512
	Iteration 12Q: 3 clusters Score -2073153 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2073229.125000 Penalty: 4697.124512
	Iteration 13Q: 3 clusters Score -2073229 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2073283.500000 Penalty: 4697.124512
	Iteration 14Q: 3 clusters Score -2073284 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2073329.000000 Penalty: 4697.124512
	Iteration 15Q: 3 clusters Score -2073329 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2073348.625000 Penalty: 4697.124512
	Iteration 16Q: 3 clusters Score -2073349 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2073360.875000 Penalty: 4697.124512
	Iteration 17Q: 3 clusters Score -2073361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2073364.625000 Penalty: 4697.124512
	Iteration 18Q: 3 clusters Score -2073365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2073373.750000 Penalty: 4697.124512
	Iteration 19Q: 3 clusters Score -2073374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2073382.750000 Penalty: 4697.124512
	Iteration 20F: 3 clusters Score -2073383 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2073394.625000 Penalty: 4697.124512
	Iteration 21Q: 3 clusters Score -2073395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2073406.125000 Penalty: 4697.124512
	Iteration 22Q: 3 clusters Score -2073406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2073415.750000 Penalty: 4697.124512
	Iteration 23Q: 3 clusters Score -2073416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2073427.125000 Penalty: 4697.124512
	Iteration 24Q: 3 clusters Score -2073427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2073437.250000 Penalty: 4697.124512
	Iteration 25Q: 3 clusters Score -2073437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2073433.500000 Penalty: 4697.124512
	Iteration 26Q: 3 clusters Score -2073434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2073439.500000 Penalty: 4697.124512
	Iteration 27Q: 3 clusters Score -2073440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2073441.625000 Penalty: 4697.124512
	Iteration 28Q: 3 clusters Score -2073442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2073447.375000 Penalty: 4697.124512
	Iteration 29Q: 3 clusters Score -2073447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2073451.125000 Penalty: 4697.124512
	Iteration 30Q: 3 clusters Score -2073451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2073457.000000 Penalty: 4697.124512
	Iteration 31Q: 3 clusters Score -2073457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2073460.750000 Penalty: 4697.124512
	Iteration 32Q: 3 clusters Score -2073461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2073467.000000 Penalty: 4697.124512
	Iteration 33Q: 3 clusters Score -2073467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2073468.000000 Penalty: 4697.124512
	Iteration 34Q: 3 clusters Score -2073468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2073473.375000 Penalty: 4697.124512
	Iteration 35Q: 3 clusters Score -2073473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2073472.250000 Penalty: 4697.124512
	Iteration 36Q: 3 clusters Score -2073472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2073472.375000 Penalty: 4697.124512
	Iteration 37Q: 3 clusters Score -2073472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2073477.125000 Penalty: 4697.124512
	Iteration 38Q: 3 clusters Score -2073477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2073482.750000 Penalty: 4697.124512
	Iteration 39Q: 3 clusters Score -2073483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2073483.625000 Penalty: 4697.124512
	Iteration 40F: 3 clusters Score -2073484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2073483.875000 Penalty: 4697.124512
	Iteration 41Q: 3 clusters Score -2073484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2073485.625000 Penalty: 4697.124512
	Iteration 42Q: 3 clusters Score -2073486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2073483.500000 Penalty: 4697.124512
	Iteration 43Q: 3 clusters Score -2073484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2073483.500000 Penalty: 4697.124512
	Iteration 44F: 3 clusters Score -2073484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Entering Unmasked Estep 
Score: -1931111.750000 Penalty: 2329.710693
	Iteration 0F: 2 clusters Score -1931112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1922205.875000 Penalty: 4659.421387
	Iteration 0F: 3 clusters Score -1922206 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1925209.500000 Penalty: 4659.421387
	Iteration 1F: 3 clusters Score -1925210 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1925871.125000 Penalty: 4659.421387
	Iteration 2F: 3 clusters Score -1925871 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1926535.250000 Penalty: 4659.421387
	Iteration 3F: 3 clusters Score -1926535 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1927222.750000 Penalty: 4659.421387
	Iteration 4F: 3 clusters Score -1927223 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1927755.625000 Penalty: 4659.421387
	Iteration 5F: 3 clusters Score -1927756 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1928126.000000 Penalty: 4659.421387
	Iteration 6F: 3 clusters Score -1928126 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1928355.625000 Penalty: 4659.421387
	Iteration 7Q: 3 clusters Score -1928356 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1928512.625000 Penalty: 4659.421387
	Iteration 8Q: 3 clusters Score -1928513 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1928601.625000 Penalty: 4659.421387
	Iteration 9Q: 3 clusters Score -1928602 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1928670.875000 Penalty: 4659.421387
	Iteration 10Q: 3 clusters Score -1928671 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1928725.125000 Penalty: 4659.421387
	Iteration 11Q: 3 clusters Score -1928725 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1928766.375000 Penalty: 4659.421387
	Iteration 12Q: 3 clusters Score -1928766 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1928784.000000 Penalty: 4659.421387
	Iteration 13Q: 3 clusters Score -1928784 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1928806.250000 Penalty: 4659.421387
	Iteration 14Q: 3 clusters Score -1928806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1928820.625000 Penalty: 4659.421387
	Iteration 15Q: 3 clusters Score -1928821 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1928832.625000 Penalty: 4659.421387
	Iteration 16Q: 3 clusters Score -1928833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1928830.500000 Penalty: 4659.421387
	Iteration 17Q: 3 clusters Score -1928830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1928837.750000 Penalty: 4659.421387
	Iteration 18Q: 3 clusters Score -1928838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1928850.375000 Penalty: 4659.421387
	Iteration 19Q: 3 clusters Score -1928850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1928856.250000 Penalty: 4659.421387
	Iteration 20F: 3 clusters Score -1928856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1928859.000000 Penalty: 4659.421387
	Iteration 21Q: 3 clusters Score -1928859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1928862.125000 Penalty: 4659.421387
	Iteration 22Q: 3 clusters Score -1928862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1928863.250000 Penalty: 4659.421387
	Iteration 23Q: 3 clusters Score -1928863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1928867.000000 Penalty: 4659.421387
	Iteration 24Q: 3 clusters Score -1928867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1928879.625000 Penalty: 4659.421387
	Iteration 25Q: 3 clusters Score -1928880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1928885.125000 Penalty: 4659.421387
	Iteration 26Q: 3 clusters Score -1928885 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1928890.500000 Penalty: 4659.421387
	Iteration 27Q: 3 clusters Score -1928890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1928902.375000 Penalty: 4659.421387
	Iteration 28Q: 3 clusters Score -1928902 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1928911.250000 Penalty: 4659.421387
	Iteration 29Q: 3 clusters Score -1928911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1928917.000000 Penalty: 4659.421387
	Iteration 30Q: 3 clusters Score -1928917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1928923.125000 Penalty: 4659.421387
	Iteration 31Q: 3 clusters Score -1928923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1928927.000000 Penalty: 4659.421387
	Iteration 32Q: 3 clusters Score -1928927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1928932.625000 Penalty: 4659.421387
	Iteration 33Q: 3 clusters Score -1928933 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1928942.875000 Penalty: 4659.421387
	Iteration 34Q: 3 clusters Score -1928943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1928950.875000 Penalty: 4659.421387
	Iteration 35Q: 3 clusters Score -1928951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1928951.250000 Penalty: 4659.421387
	Iteration 36Q: 3 clusters Score -1928951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1928956.125000 Penalty: 4659.421387
	Iteration 37Q: 3 clusters Score -1928956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1928962.750000 Penalty: 4659.421387
	Iteration 38Q: 3 clusters Score -1928963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1928963.125000 Penalty: 4659.421387
	Iteration 39Q: 3 clusters Score -1928963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1928968.500000 Penalty: 4659.421387
	Iteration 40F: 3 clusters Score -1928968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1928972.625000 Penalty: 4659.421387
	Iteration 41Q: 3 clusters Score -1928973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1928971.500000 Penalty: 4659.421387
	Iteration 42Q: 3 clusters Score -1928972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1928977.000000 Penalty: 4659.421387
	Iteration 43Q: 3 clusters Score -1928977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1928978.625000 Penalty: 4659.421387
	Iteration 44Q: 3 clusters Score -1928979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1928978.000000 Penalty: 4659.421387
	Iteration 45Q: 3 clusters Score -1928978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1928985.500000 Penalty: 4659.421387
	Iteration 46Q: 3 clusters Score -1928986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1928985.125000 Penalty: 4659.421387
	Iteration 47Q: 3 clusters Score -1928985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1928987.750000 Penalty: 4659.421387
	Iteration 48Q: 3 clusters Score -1928988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1928992.000000 Penalty: 4659.421387
	Iteration 49Q: 3 clusters Score -1928992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1929000.000000 Penalty: 4659.421387
	Iteration 50Q: 3 clusters Score -1929000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1928998.125000 Penalty: 4659.421387
	Iteration 51Q: 3 clusters Score -1928998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1928999.250000 Penalty: 4659.421387
	Iteration 52Q: 3 clusters Score -1928999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1929001.875000 Penalty: 4659.421387
	Iteration 53Q: 3 clusters Score -1929002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1929009.000000 Penalty: 4659.421387
	Iteration 54Q: 3 clusters Score -1929009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1929008.750000 Penalty: 4659.421387
	Iteration 55Q: 3 clusters Score -1929009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1929014.250000 Penalty: 4659.421387
	Iteration 56Q: 3 clusters Score -1929014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1929009.750000 Penalty: 4659.421387
	Iteration 57Q: 3 clusters Score -1929010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1929015.875000 Penalty: 4659.421387
	Iteration 58Q: 3 clusters Score -1929016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1929020.500000 Penalty: 4659.421387
	Iteration 59Q: 3 clusters Score -1929020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1929021.500000 Penalty: 4659.421387
	Iteration 60F: 3 clusters Score -1929022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1929025.750000 Penalty: 4659.421387
	Iteration 61Q: 3 clusters Score -1929026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1929020.875000 Penalty: 4659.421387
	Iteration 62Q: 3 clusters Score -1929021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1929023.250000 Penalty: 4659.421387
	Iteration 63Q: 3 clusters Score -1929023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1929025.125000 Penalty: 4659.421387
	Iteration 64Q: 3 clusters Score -1929025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1929028.375000 Penalty: 4659.421387
	Iteration 65Q: 3 clusters Score -1929028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1929032.750000 Penalty: 4659.421387
	Iteration 66Q: 3 clusters Score -1929033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1929032.500000 Penalty: 4659.421387
	Iteration 67Q: 3 clusters Score -1929032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1929035.375000 Penalty: 4659.421387
	Iteration 68Q: 3 clusters Score -1929035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1929035.375000 Penalty: 4659.421387
	Iteration 69Q: 3 clusters Score -1929035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1929036.625000 Penalty: 4659.421387
	Iteration 70Q: 3 clusters Score -1929037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1929034.250000 Penalty: 4659.421387
	Iteration 71Q: 3 clusters Score -1929034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1929034.250000 Penalty: 4659.421387
	Iteration 72F: 3 clusters Score -1929034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Entering Unmasked Estep 
Score: -588910.062500 Penalty: 2029.621094
	Iteration 0F: 2 clusters Score -588910.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -585255.375000 Penalty: 4059.242188
	Iteration 0F: 3 clusters Score -585255.4 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -586044.437500 Penalty: 4059.242188
	Iteration 1F: 3 clusters Score -586044.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -586268.437500 Penalty: 4059.242188
	Iteration 2F: 3 clusters Score -586268.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -586407.437500 Penalty: 4059.242188
	Iteration 3F: 3 clusters Score -586407.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -586491.125000 Penalty: 4059.242188
	Iteration 4Q: 3 clusters Score -586491.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -586557.750000 Penalty: 4059.242188
	Iteration 5Q: 3 clusters Score -586557.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -586605.062500 Penalty: 4059.242188
	Iteration 6Q: 3 clusters Score -586605.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -586645.375000 Penalty: 4059.242188
	Iteration 7Q: 3 clusters Score -586645.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -586676.437500 Penalty: 4059.242188
	Iteration 8Q: 3 clusters Score -586676.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -586707.062500 Penalty: 4059.242188
	Iteration 9Q: 3 clusters Score -586707.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -586731.000000 Penalty: 4059.242188
	Iteration 10Q: 3 clusters Score -586731 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -586754.062500 Penalty: 4059.242188
	Iteration 11Q: 3 clusters Score -586754.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -586776.875000 Penalty: 4059.242188
	Iteration 12Q: 3 clusters Score -586776.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -586792.062500 Penalty: 4059.242188
	Iteration 13Q: 3 clusters Score -586792.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -586807.125000 Penalty: 4059.242188
	Iteration 14Q: 3 clusters Score -586807.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -586821.875000 Penalty: 4059.242188
	Iteration 15Q: 3 clusters Score -586821.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -586841.125000 Penalty: 4059.242188
	Iteration 16Q: 3 clusters Score -586841.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -586860.812500 Penalty: 4059.242188
	Iteration 17Q: 3 clusters Score -586860.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -586880.687500 Penalty: 4059.242188
	Iteration 18Q: 3 clusters Score -586880.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -586893.000000 Penalty: 4059.242188
	Iteration 19Q: 3 clusters Score -586893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -586904.187500 Penalty: 4059.242188
	Iteration 20F: 3 clusters Score -586904.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -586927.125000 Penalty: 4059.242188
	Iteration 21Q: 3 clusters Score -586927.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -586948.500000 Penalty: 4059.242188
	Iteration 22Q: 3 clusters Score -586948.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -586967.875000 Penalty: 4059.242188
	Iteration 23Q: 3 clusters Score -586967.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -586989.000000 Penalty: 4059.242188
	Iteration 24Q: 3 clusters Score -586989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -587009.375000 Penalty: 4059.242188
	Iteration 25Q: 3 clusters Score -587009.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -587028.125000 Penalty: 4059.242188
	Iteration 26Q: 3 clusters Score -587028.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -587039.687500 Penalty: 4059.242188
	Iteration 27Q: 3 clusters Score -587039.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -587052.125000 Penalty: 4059.242188
	Iteration 28Q: 3 clusters Score -587052.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -587066.000000 Penalty: 4059.242188
	Iteration 29Q: 3 clusters Score -587066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -587077.437500 Penalty: 4059.242188
	Iteration 30Q: 3 clusters Score -587077.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -587089.437500 Penalty: 4059.242188
	Iteration 31Q: 3 clusters Score -587089.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -587112.625000 Penalty: 4059.242188
	Iteration 32Q: 3 clusters Score -587112.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -587132.500000 Penalty: 4059.242188
	Iteration 33Q: 3 clusters Score -587132.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -587152.062500 Penalty: 4059.242188
	Iteration 34Q: 3 clusters Score -587152.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -587174.375000 Penalty: 4059.242188
	Iteration 35Q: 3 clusters Score -587174.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -587188.125000 Penalty: 4059.242188
	Iteration 36Q: 3 clusters Score -587188.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -587198.375000 Penalty: 4059.242188
	Iteration 37Q: 3 clusters Score -587198.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -587209.687500 Penalty: 4059.242188
	Iteration 38Q: 3 clusters Score -587209.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -587218.812500 Penalty: 4059.242188
	Iteration 39Q: 3 clusters Score -587218.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -587223.937500 Penalty: 4059.242188
	Iteration 40F: 3 clusters Score -587223.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -587228.312500 Penalty: 4059.242188
	Iteration 41Q: 3 clusters Score -587228.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -587230.937500 Penalty: 4059.242188
	Iteration 42Q: 3 clusters Score -587230.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -587234.062500 Penalty: 4059.242188
	Iteration 43Q: 3 clusters Score -587234.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -587238.687500 Penalty: 4059.242188
	Iteration 44Q: 3 clusters Score -587238.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -587244.437500 Penalty: 4059.242188
	Iteration 45Q: 3 clusters Score -587244.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -587245.437500 Penalty: 4059.242188
	Iteration 46Q: 3 clusters Score -587245.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -587249.000000 Penalty: 4059.242188
	Iteration 47Q: 3 clusters Score -587249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -587253.312500 Penalty: 4059.242188
	Iteration 48Q: 3 clusters Score -587253.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -587257.875000 Penalty: 4059.242188
	Iteration 49Q: 3 clusters Score -587257.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -587262.000000 Penalty: 4059.242188
	Iteration 50Q: 3 clusters Score -587262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -587263.500000 Penalty: 4059.242188
	Iteration 51Q: 3 clusters Score -587263.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -587263.500000 Penalty: 4059.242188
	Iteration 52F: 3 clusters Score -587263.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Entering Unmasked Estep 
Score: -1691113.125000 Penalty: 2309.822021
	Iteration 0F: 2 clusters Score -1691113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1682763.625000 Penalty: 4619.644043
	Iteration 0F: 3 clusters Score -1682764 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1685501.500000 Penalty: 4619.644043
	Iteration 1F: 3 clusters Score -1685502 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1686064.000000 Penalty: 4619.644043
	Iteration 2F: 3 clusters Score -1686064 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1686770.125000 Penalty: 4619.644043
	Iteration 3F: 3 clusters Score -1686770 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1687480.750000 Penalty: 4619.644043
	Iteration 4F: 3 clusters Score -1687481 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1688142.125000 Penalty: 4619.644043
	Iteration 5F: 3 clusters Score -1688142 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1688778.000000 Penalty: 4619.644043
	Iteration 6F: 3 clusters Score -1688778 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1689353.250000 Penalty: 4619.644043
	Iteration 7F: 3 clusters Score -1689353 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1689718.625000 Penalty: 4619.644043
	Iteration 8Q: 3 clusters Score -1689719 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1689942.000000 Penalty: 4619.644043
	Iteration 9Q: 3 clusters Score -1689942 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1690066.625000 Penalty: 4619.644043
	Iteration 10Q: 3 clusters Score -1690067 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1690144.875000 Penalty: 4619.644043
	Iteration 11Q: 3 clusters Score -1690145 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1690194.750000 Penalty: 4619.644043
	Iteration 12Q: 3 clusters Score -1690195 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1690219.125000 Penalty: 4619.644043
	Iteration 13Q: 3 clusters Score -1690219 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1690243.250000 Penalty: 4619.644043
	Iteration 14Q: 3 clusters Score -1690243 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1690261.250000 Penalty: 4619.644043
	Iteration 15Q: 3 clusters Score -1690261 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1690271.875000 Penalty: 4619.644043
	Iteration 16Q: 3 clusters Score -1690272 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1690280.250000 Penalty: 4619.644043
	Iteration 17Q: 3 clusters Score -1690280 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1690288.125000 Penalty: 4619.644043
	Iteration 18Q: 3 clusters Score -1690288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1690293.125000 Penalty: 4619.644043
	Iteration 19Q: 3 clusters Score -1690293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1690298.250000 Penalty: 4619.644043
	Iteration 20F: 3 clusters Score -1690298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1690295.250000 Penalty: 4619.644043
	Iteration 21Q: 3 clusters Score -1690295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1690298.125000 Penalty: 4619.644043
	Iteration 22Q: 3 clusters Score -1690298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1690298.375000 Penalty: 4619.644043
	Iteration 23Q: 3 clusters Score -1690298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1690300.875000 Penalty: 4619.644043
	Iteration 24Q: 3 clusters Score -1690301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1690305.500000 Penalty: 4619.644043
	Iteration 25Q: 3 clusters Score -1690306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1690309.625000 Penalty: 4619.644043
	Iteration 26Q: 3 clusters Score -1690310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1690315.375000 Penalty: 4619.644043
	Iteration 27Q: 3 clusters Score -1690315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1690315.875000 Penalty: 4619.644043
	Iteration 28Q: 3 clusters Score -1690316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1690316.250000 Penalty: 4619.644043
	Iteration 29Q: 3 clusters Score -1690316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1690320.375000 Penalty: 4619.644043
	Iteration 30Q: 3 clusters Score -1690320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1690316.875000 Penalty: 4619.644043
	Iteration 31Q: 3 clusters Score -1690317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1690318.250000 Penalty: 4619.644043
	Iteration 32Q: 3 clusters Score -1690318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1690319.500000 Penalty: 4619.644043
	Iteration 33Q: 3 clusters Score -1690320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1690320.500000 Penalty: 4619.644043
	Iteration 34Q: 3 clusters Score -1690320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1690315.250000 Penalty: 4619.644043
	Iteration 35Q: 3 clusters Score -1690315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1690319.000000 Penalty: 4619.644043
	Iteration 36Q: 3 clusters Score -1690319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1690319.250000 Penalty: 4619.644043
	Iteration 37Q: 3 clusters Score -1690319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1690319.875000 Penalty: 4619.644043
	Iteration 38Q: 3 clusters Score -1690320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1690318.125000 Penalty: 4619.644043
	Iteration 39Q: 3 clusters Score -1690318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1690319.125000 Penalty: 4619.644043
	Iteration 40F: 3 clusters Score -1690319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1690319.750000 Penalty: 4619.644043
	Iteration 41Q: 3 clusters Score -1690320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1690317.750000 Penalty: 4619.644043
	Iteration 42Q: 3 clusters Score -1690318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1690320.000000 Penalty: 4619.644043
	Iteration 43Q: 3 clusters Score -1690320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1690318.500000 Penalty: 4619.644043
	Iteration 44Q: 3 clusters Score -1690318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1690317.000000 Penalty: 4619.644043
	Iteration 45Q: 3 clusters Score -1690317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1690321.250000 Penalty: 4619.644043
	Iteration 46Q: 3 clusters Score -1690321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1690318.500000 Penalty: 4619.644043
	Iteration 47Q: 3 clusters Score -1690318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1690320.000000 Penalty: 4619.644043
	Iteration 48Q: 3 clusters Score -1690320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1690320.000000 Penalty: 4619.644043
	Iteration 49F: 3 clusters Score -1690320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Entering Unmasked Estep 
Score: -1895474.500000 Penalty: 2327.471436
	Iteration 0F: 2 clusters Score -1895474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1886570.875000 Penalty: 4654.942871
	Iteration 0F: 3 clusters Score -1886571 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1889464.375000 Penalty: 4654.942871
	Iteration 1F: 3 clusters Score -1889464 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1890093.500000 Penalty: 4654.942871
	Iteration 2F: 3 clusters Score -1890094 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1890694.625000 Penalty: 4654.942871
	Iteration 3F: 3 clusters Score -1890695 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1891282.625000 Penalty: 4654.942871
	Iteration 4F: 3 clusters Score -1891283 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1891843.250000 Penalty: 4654.942871
	Iteration 5F: 3 clusters Score -1891843 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1892266.375000 Penalty: 4654.942871
	Iteration 6F: 3 clusters Score -1892266 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1892538.875000 Penalty: 4654.942871
	Iteration 7Q: 3 clusters Score -1892539 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1892763.875000 Penalty: 4654.942871
	Iteration 8Q: 3 clusters Score -1892764 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1892926.750000 Penalty: 4654.942871
	Iteration 9Q: 3 clusters Score -1892927 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1893046.125000 Penalty: 4654.942871
	Iteration 10Q: 3 clusters Score -1893046 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1893128.000000 Penalty: 4654.942871
	Iteration 11Q: 3 clusters Score -1893128 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1893201.000000 Penalty: 4654.942871
	Iteration 12Q: 3 clusters Score -1893201 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1893262.875000 Penalty: 4654.942871
	Iteration 13Q: 3 clusters Score -1893263 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1893336.250000 Penalty: 4654.942871
	Iteration 14Q: 3 clusters Score -1893336 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1893389.000000 Penalty: 4654.942871
	Iteration 15Q: 3 clusters Score -1893389 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1893452.875000 Penalty: 4654.942871
	Iteration 16Q: 3 clusters Score -1893453 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1893515.125000 Penalty: 4654.942871
	Iteration 17Q: 3 clusters Score -1893515 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1893559.875000 Penalty: 4654.942871
	Iteration 18Q: 3 clusters Score -1893560 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1893605.500000 Penalty: 4654.942871
	Iteration 19Q: 3 clusters Score -1893606 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1893653.750000 Penalty: 4654.942871
	Iteration 20F: 3 clusters Score -1893654 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1893681.000000 Penalty: 4654.942871
	Iteration 21Q: 3 clusters Score -1893681 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1893719.125000 Penalty: 4654.942871
	Iteration 22Q: 3 clusters Score -1893719 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1893739.500000 Penalty: 4654.942871
	Iteration 23Q: 3 clusters Score -1893740 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1893752.750000 Penalty: 4654.942871
	Iteration 24Q: 3 clusters Score -1893753 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1893765.500000 Penalty: 4654.942871
	Iteration 25Q: 3 clusters Score -1893766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1893769.625000 Penalty: 4654.942871
	Iteration 26Q: 3 clusters Score -1893770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1893784.750000 Penalty: 4654.942871
	Iteration 27Q: 3 clusters Score -1893785 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1893796.250000 Penalty: 4654.942871
	Iteration 28Q: 3 clusters Score -1893796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1893808.125000 Penalty: 4654.942871
	Iteration 29Q: 3 clusters Score -1893808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1893821.750000 Penalty: 4654.942871
	Iteration 30Q: 3 clusters Score -1893822 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1893831.875000 Penalty: 4654.942871
	Iteration 31Q: 3 clusters Score -1893832 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1893840.375000 Penalty: 4654.942871
	Iteration 32Q: 3 clusters Score -1893840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1893851.875000 Penalty: 4654.942871
	Iteration 33Q: 3 clusters Score -1893852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1893857.250000 Penalty: 4654.942871
	Iteration 34Q: 3 clusters Score -1893857 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1893875.750000 Penalty: 4654.942871
	Iteration 35Q: 3 clusters Score -1893876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1893880.375000 Penalty: 4654.942871
	Iteration 36Q: 3 clusters Score -1893880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1893883.375000 Penalty: 4654.942871
	Iteration 37Q: 3 clusters Score -1893883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1893896.750000 Penalty: 4654.942871
	Iteration 38Q: 3 clusters Score -1893897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1893898.750000 Penalty: 4654.942871
	Iteration 39Q: 3 clusters Score -1893899 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1893902.250000 Penalty: 4654.942871
	Iteration 40F: 3 clusters Score -1893902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1893909.125000 Penalty: 4654.942871
	Iteration 41Q: 3 clusters Score -1893909 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1893916.125000 Penalty: 4654.942871
	Iteration 42Q: 3 clusters Score -1893916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1893923.500000 Penalty: 4654.942871
	Iteration 43Q: 3 clusters Score -1893924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1893928.250000 Penalty: 4654.942871
	Iteration 44Q: 3 clusters Score -1893928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1893925.625000 Penalty: 4654.942871
	Iteration 45Q: 3 clusters Score -1893926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1893928.750000 Penalty: 4654.942871
	Iteration 46Q: 3 clusters Score -1893929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1893928.500000 Penalty: 4654.942871
	Iteration 47Q: 3 clusters Score -1893928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1893931.500000 Penalty: 4654.942871
	Iteration 48Q: 3 clusters Score -1893932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1893933.875000 Penalty: 4654.942871
	Iteration 49Q: 3 clusters Score -1893934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1893936.125000 Penalty: 4654.942871
	Iteration 50Q: 3 clusters Score -1893936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1893939.125000 Penalty: 4654.942871
	Iteration 51Q: 3 clusters Score -1893939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1893939.000000 Penalty: 4654.942871
	Iteration 52Q: 3 clusters Score -1893939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1893940.125000 Penalty: 4654.942871
	Iteration 53Q: 3 clusters Score -1893940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1893941.375000 Penalty: 4654.942871
	Iteration 54Q: 3 clusters Score -1893941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1893938.875000 Penalty: 4654.942871
	Iteration 55Q: 3 clusters Score -1893939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1893940.125000 Penalty: 4654.942871
	Iteration 56Q: 3 clusters Score -1893940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1893942.750000 Penalty: 4654.942871
	Iteration 57Q: 3 clusters Score -1893943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1893942.750000 Penalty: 4654.942871
	Iteration 58F: 3 clusters Score -1893943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Entering Unmasked Estep 
Score: -617238.437500 Penalty: 2035.029663
	Iteration 0F: 2 clusters Score -617238.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -613565.750000 Penalty: 4070.059326
	Iteration 0F: 3 clusters Score -613565.8 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -614381.375000 Penalty: 4070.059326
	Iteration 1F: 3 clusters Score -614381.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -614602.312500 Penalty: 4070.059326
	Iteration 2F: 3 clusters Score -614602.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -614738.625000 Penalty: 4070.059326
	Iteration 3F: 3 clusters Score -614738.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -614836.437500 Penalty: 4070.059326
	Iteration 4Q: 3 clusters Score -614836.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -614922.625000 Penalty: 4070.059326
	Iteration 5Q: 3 clusters Score -614922.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -614969.312500 Penalty: 4070.059326
	Iteration 6Q: 3 clusters Score -614969.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -615018.875000 Penalty: 4070.059326
	Iteration 7Q: 3 clusters Score -615018.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -615081.000000 Penalty: 4070.059326
	Iteration 8Q: 3 clusters Score -615081 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -615153.437500 Penalty: 4070.059326
	Iteration 9Q: 3 clusters Score -615153.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -615255.125000 Penalty: 4070.059326
	Iteration 10Q: 3 clusters Score -615255.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -615382.312500 Penalty: 4070.059326
	Iteration 11Q: 3 clusters Score -615382.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -615544.375000 Penalty: 4070.059326
	Iteration 12Q: 3 clusters Score -615544.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -615761.437500 Penalty: 4070.059326
	Iteration 13Q: 3 clusters Score -615761.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -615941.125000 Penalty: 4070.059326
	Iteration 14Q: 3 clusters Score -615941.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -616071.500000 Penalty: 4070.059326
	Iteration 15Q: 3 clusters Score -616071.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -616144.937500 Penalty: 4070.059326
	Iteration 16Q: 3 clusters Score -616144.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -616186.875000 Penalty: 4070.059326
	Iteration 17Q: 3 clusters Score -616186.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -616213.125000 Penalty: 4070.059326
	Iteration 18Q: 3 clusters Score -616213.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -616241.187500 Penalty: 4070.059326
	Iteration 19Q: 3 clusters Score -616241.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -616261.375000 Penalty: 4070.059326
	Iteration 20F: 3 clusters Score -616261.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -616275.500000 Penalty: 4070.059326
	Iteration 21Q: 3 clusters Score -616275.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -616286.312500 Penalty: 4070.059326
	Iteration 22Q: 3 clusters Score -616286.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -616295.062500 Penalty: 4070.059326
	Iteration 23Q: 3 clusters Score -616295.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -616305.312500 Penalty: 4070.059326
	Iteration 24Q: 3 clusters Score -616305.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -616309.312500 Penalty: 4070.059326
	Iteration 25Q: 3 clusters Score -616309.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -616317.500000 Penalty: 4070.059326
	Iteration 26Q: 3 clusters Score -616317.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -616322.375000 Penalty: 4070.059326
	Iteration 27Q: 3 clusters Score -616322.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -616324.312500 Penalty: 4070.059326
	Iteration 28Q: 3 clusters Score -616324.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -616327.062500 Penalty: 4070.059326
	Iteration 29Q: 3 clusters Score -616327.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -616327.375000 Penalty: 4070.059326
	Iteration 30Q: 3 clusters Score -616327.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -616327.375000 Penalty: 4070.059326
	Iteration 31F: 3 clusters Score -616327.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Entering Unmasked Estep 
Score: -2042559.625000 Penalty: 2343.674805
	Iteration 0F: 2 clusters Score -2042560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2033190.875000 Penalty: 4687.349609
	Iteration 0F: 3 clusters Score -2033191 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2036219.375000 Penalty: 4687.349609
	Iteration 1F: 3 clusters Score -2036219 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2036659.125000 Penalty: 4687.349609
	Iteration 2F: 3 clusters Score -2036659 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2037048.625000 Penalty: 4687.349609
	Iteration 3F: 3 clusters Score -2037049 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2037422.625000 Penalty: 4687.349609
	Iteration 4F: 3 clusters Score -2037423 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2037844.750000 Penalty: 4687.349609
	Iteration 5Q: 3 clusters Score -2037845 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2038273.625000 Penalty: 4687.349609
	Iteration 6Q: 3 clusters Score -2038274 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2038685.000000 Penalty: 4687.349609
	Iteration 7Q: 3 clusters Score -2038685 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2039022.500000 Penalty: 4687.349609
	Iteration 8Q: 3 clusters Score -2039022 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2039277.000000 Penalty: 4687.349609
	Iteration 9Q: 3 clusters Score -2039277 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2039512.250000 Penalty: 4687.349609
	Iteration 10Q: 3 clusters Score -2039512 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2039725.250000 Penalty: 4687.349609
	Iteration 11Q: 3 clusters Score -2039725 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2039971.125000 Penalty: 4687.349609
	Iteration 12Q: 3 clusters Score -2039971 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2040227.250000 Penalty: 4687.349609
	Iteration 13Q: 3 clusters Score -2040227 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2040456.875000 Penalty: 4687.349609
	Iteration 14Q: 3 clusters Score -2040457 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2040631.500000 Penalty: 4687.349609
	Iteration 15Q: 3 clusters Score -2040632 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2040746.000000 Penalty: 4687.349609
	Iteration 16Q: 3 clusters Score -2040746 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2040819.625000 Penalty: 4687.349609
	Iteration 17Q: 3 clusters Score -2040820 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2040879.750000 Penalty: 4687.349609
	Iteration 18Q: 3 clusters Score -2040880 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2040924.125000 Penalty: 4687.349609
	Iteration 19Q: 3 clusters Score -2040924 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2040977.375000 Penalty: 4687.349609
	Iteration 20F: 3 clusters Score -2040977 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2041031.125000 Penalty: 4687.349609
	Iteration 21Q: 3 clusters Score -2041031 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2041072.875000 Penalty: 4687.349609
	Iteration 22Q: 3 clusters Score -2041073 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2041100.625000 Penalty: 4687.349609
	Iteration 23Q: 3 clusters Score -2041101 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2041129.625000 Penalty: 4687.349609
	Iteration 24Q: 3 clusters Score -2041130 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2041150.750000 Penalty: 4687.349609
	Iteration 25Q: 3 clusters Score -2041151 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2041159.875000 Penalty: 4687.349609
	Iteration 26Q: 3 clusters Score -2041160 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2041180.750000 Penalty: 4687.349609
	Iteration 27Q: 3 clusters Score -2041181 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2041191.375000 Penalty: 4687.349609
	Iteration 28Q: 3 clusters Score -2041191 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2041211.500000 Penalty: 4687.349609
	Iteration 29Q: 3 clusters Score -2041212 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2041221.250000 Penalty: 4687.349609
	Iteration 30Q: 3 clusters Score -2041221 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2041236.750000 Penalty: 4687.349609
	Iteration 31Q: 3 clusters Score -2041237 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2041247.000000 Penalty: 4687.349609
	Iteration 32Q: 3 clusters Score -2041247 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2041261.750000 Penalty: 4687.349609
	Iteration 33Q: 3 clusters Score -2041262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2041275.000000 Penalty: 4687.349609
	Iteration 34Q: 3 clusters Score -2041275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2041279.375000 Penalty: 4687.349609
	Iteration 35Q: 3 clusters Score -2041279 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2041287.750000 Penalty: 4687.349609
	Iteration 36Q: 3 clusters Score -2041288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2041295.750000 Penalty: 4687.349609
	Iteration 37Q: 3 clusters Score -2041296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2041300.250000 Penalty: 4687.349609
	Iteration 38Q: 3 clusters Score -2041300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2041300.625000 Penalty: 4687.349609
	Iteration 39Q: 3 clusters Score -2041301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2041296.125000 Penalty: 4687.349609
	Iteration 40F: 3 clusters Score -2041296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2041307.000000 Penalty: 4687.349609
	Iteration 41Q: 3 clusters Score -2041307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2041311.750000 Penalty: 4687.349609
	Iteration 42Q: 3 clusters Score -2041312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2041312.625000 Penalty: 4687.349609
	Iteration 43Q: 3 clusters Score -2041313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2041310.125000 Penalty: 4687.349609
	Iteration 44Q: 3 clusters Score -2041310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2041313.875000 Penalty: 4687.349609
	Iteration 45Q: 3 clusters Score -2041314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2041313.375000 Penalty: 4687.349609
	Iteration 46Q: 3 clusters Score -2041313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2041313.500000 Penalty: 4687.349609
	Iteration 47Q: 3 clusters Score -2041314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2041316.250000 Penalty: 4687.349609
	Iteration 48Q: 3 clusters Score -2041316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2041316.500000 Penalty: 4687.349609
	Iteration 49Q: 3 clusters Score -2041316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2041314.125000 Penalty: 4687.349609
	Iteration 50Q: 3 clusters Score -2041314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2041312.375000 Penalty: 4687.349609
	Iteration 51Q: 3 clusters Score -2041312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2041311.750000 Penalty: 4687.349609
	Iteration 52Q: 3 clusters Score -2041312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2041313.625000 Penalty: 4687.349609
	Iteration 53Q: 3 clusters Score -2041314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2041313.625000 Penalty: 4687.349609
	Iteration 54Q: 3 clusters Score -2041314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2041311.875000 Penalty: 4687.349609
	Iteration 55Q: 3 clusters Score -2041312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2041314.750000 Penalty: 4687.349609
	Iteration 56Q: 3 clusters Score -2041315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2041317.000000 Penalty: 4687.349609
	Iteration 57Q: 3 clusters Score -2041317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2041314.875000 Penalty: 4687.349609
	Iteration 58Q: 3 clusters Score -2041315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2041317.250000 Penalty: 4687.349609
	Iteration 59Q: 3 clusters Score -2041317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2041315.375000 Penalty: 4687.349609
	Iteration 60F: 3 clusters Score -2041315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2041316.500000 Penalty: 4687.349609
	Iteration 61Q: 3 clusters Score -2041316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2041315.500000 Penalty: 4687.349609
	Iteration 62Q: 3 clusters Score -2041316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2041313.875000 Penalty: 4687.349609
	Iteration 63Q: 3 clusters Score -2041314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2041313.875000 Penalty: 4687.349609
	Iteration 64F: 3 clusters Score -2041314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Entering Unmasked Estep 
Score: -2323915.750000 Penalty: 2363.086914
	Iteration 0F: 2 clusters Score -2323916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2313824.500000 Penalty: 4726.173828
	Iteration 0F: 3 clusters Score -2313824 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2317053.500000 Penalty: 4726.173828
	Iteration 1F: 3 clusters Score -2317054 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2317388.750000 Penalty: 4726.173828
	Iteration 2F: 3 clusters Score -2317389 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2317650.250000 Penalty: 4726.173828
	Iteration 3Q: 3 clusters Score -2317650 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2317848.250000 Penalty: 4726.173828
	Iteration 4Q: 3 clusters Score -2317848 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2318043.500000 Penalty: 4726.173828
	Iteration 5Q: 3 clusters Score -2318044 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2318205.250000 Penalty: 4726.173828
	Iteration 6Q: 3 clusters Score -2318205 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2318363.250000 Penalty: 4726.173828
	Iteration 7Q: 3 clusters Score -2318363 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2318515.750000 Penalty: 4726.173828
	Iteration 8Q: 3 clusters Score -2318516 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2318657.250000 Penalty: 4726.173828
	Iteration 9Q: 3 clusters Score -2318657 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2318812.250000 Penalty: 4726.173828
	Iteration 10Q: 3 clusters Score -2318812 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2318955.250000 Penalty: 4726.173828
	Iteration 11Q: 3 clusters Score -2318955 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2319121.500000 Penalty: 4726.173828
	Iteration 12Q: 3 clusters Score -2319122 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2319319.500000 Penalty: 4726.173828
	Iteration 13Q: 3 clusters Score -2319320 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2319506.250000 Penalty: 4726.173828
	Iteration 14Q: 3 clusters Score -2319506 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2319689.250000 Penalty: 4726.173828
	Iteration 15Q: 3 clusters Score -2319689 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2319862.000000 Penalty: 4726.173828
	Iteration 16Q: 3 clusters Score -2319862 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2320038.000000 Penalty: 4726.173828
	Iteration 17Q: 3 clusters Score -2320038 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2320227.750000 Penalty: 4726.173828
	Iteration 18Q: 3 clusters Score -2320228 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2320388.250000 Penalty: 4726.173828
	Iteration 19Q: 3 clusters Score -2320388 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2320511.250000 Penalty: 4726.173828
	Iteration 20F: 3 clusters Score -2320511 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2320622.000000 Penalty: 4726.173828
	Iteration 21Q: 3 clusters Score -2320622 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2320720.000000 Penalty: 4726.173828
	Iteration 22Q: 3 clusters Score -2320720 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2320802.000000 Penalty: 4726.173828
	Iteration 23Q: 3 clusters Score -2320802 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2320878.500000 Penalty: 4726.173828
	Iteration 24Q: 3 clusters Score -2320878 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2320940.750000 Penalty: 4726.173828
	Iteration 25Q: 3 clusters Score -2320941 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2320985.000000 Penalty: 4726.173828
	Iteration 26Q: 3 clusters Score -2320985 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2321038.750000 Penalty: 4726.173828
	Iteration 27Q: 3 clusters Score -2321039 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2321081.500000 Penalty: 4726.173828
	Iteration 28Q: 3 clusters Score -2321082 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2321133.750000 Penalty: 4726.173828
	Iteration 29Q: 3 clusters Score -2321134 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2321166.750000 Penalty: 4726.173828
	Iteration 30Q: 3 clusters Score -2321167 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2321230.750000 Penalty: 4726.173828
	Iteration 31Q: 3 clusters Score -2321231 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2321291.500000 Penalty: 4726.173828
	Iteration 32Q: 3 clusters Score -2321292 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2321344.500000 Penalty: 4726.173828
	Iteration 33Q: 3 clusters Score -2321344 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2321405.500000 Penalty: 4726.173828
	Iteration 34Q: 3 clusters Score -2321406 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2321460.500000 Penalty: 4726.173828
	Iteration 35Q: 3 clusters Score -2321460 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2321506.750000 Penalty: 4726.173828
	Iteration 36Q: 3 clusters Score -2321507 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2321566.000000 Penalty: 4726.173828
	Iteration 37Q: 3 clusters Score -2321566 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2321617.000000 Penalty: 4726.173828
	Iteration 38Q: 3 clusters Score -2321617 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2321670.250000 Penalty: 4726.173828
	Iteration 39Q: 3 clusters Score -2321670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2321716.750000 Penalty: 4726.173828
	Iteration 40F: 3 clusters Score -2321717 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2321750.750000 Penalty: 4726.173828
	Iteration 41Q: 3 clusters Score -2321751 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2321786.500000 Penalty: 4726.173828
	Iteration 42Q: 3 clusters Score -2321786 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2321821.500000 Penalty: 4726.173828
	Iteration 43Q: 3 clusters Score -2321822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2321839.000000 Penalty: 4726.173828
	Iteration 44Q: 3 clusters Score -2321839 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2321870.750000 Penalty: 4726.173828
	Iteration 45Q: 3 clusters Score -2321871 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2321899.750000 Penalty: 4726.173828
	Iteration 46Q: 3 clusters Score -2321900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2321911.500000 Penalty: 4726.173828
	Iteration 47Q: 3 clusters Score -2321912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2321922.500000 Penalty: 4726.173828
	Iteration 48Q: 3 clusters Score -2321922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2321923.500000 Penalty: 4726.173828
	Iteration 49Q: 3 clusters Score -2321924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2321931.000000 Penalty: 4726.173828
	Iteration 50Q: 3 clusters Score -2321931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2321932.500000 Penalty: 4726.173828
	Iteration 51Q: 3 clusters Score -2321932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2321934.250000 Penalty: 4726.173828
	Iteration 52Q: 3 clusters Score -2321934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2321934.250000 Penalty: 4726.173828
	Iteration 53Q: 3 clusters Score -2321934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2321945.000000 Penalty: 4726.173828
	Iteration 54Q: 3 clusters Score -2321945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2321942.500000 Penalty: 4726.173828
	Iteration 55Q: 3 clusters Score -2321942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2321947.500000 Penalty: 4726.173828
	Iteration 56Q: 3 clusters Score -2321948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2321954.250000 Penalty: 4726.173828
	Iteration 57Q: 3 clusters Score -2321954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2321953.000000 Penalty: 4726.173828
	Iteration 58Q: 3 clusters Score -2321953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2321955.250000 Penalty: 4726.173828
	Iteration 59Q: 3 clusters Score -2321955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2321953.500000 Penalty: 4726.173828
	Iteration 60F: 3 clusters Score -2321954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2321956.750000 Penalty: 4726.173828
	Iteration 61Q: 3 clusters Score -2321957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2321960.250000 Penalty: 4726.173828
	Iteration 62Q: 3 clusters Score -2321960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2321962.500000 Penalty: 4726.173828
	Iteration 63Q: 3 clusters Score -2321962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2321967.000000 Penalty: 4726.173828
	Iteration 64Q: 3 clusters Score -2321967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2321967.750000 Penalty: 4726.173828
	Iteration 65Q: 3 clusters Score -2321968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2321965.750000 Penalty: 4726.173828
	Iteration 66Q: 3 clusters Score -2321966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2321968.250000 Penalty: 4726.173828
	Iteration 67Q: 3 clusters Score -2321968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2321967.250000 Penalty: 4726.173828
	Iteration 68Q: 3 clusters Score -2321967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2321968.750000 Penalty: 4726.173828
	Iteration 69Q: 3 clusters Score -2321969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2321964.250000 Penalty: 4726.173828
	Iteration 70Q: 3 clusters Score -2321964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2321968.000000 Penalty: 4726.173828
	Iteration 71Q: 3 clusters Score -2321968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2321966.750000 Penalty: 4726.173828
	Iteration 72Q: 3 clusters Score -2321967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2321966.250000 Penalty: 4726.173828
	Iteration 73Q: 3 clusters Score -2321966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2321966.250000 Penalty: 4726.173828
	Iteration 74Q: 3 clusters Score -2321966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2321964.000000 Penalty: 4726.173828
	Iteration 75Q: 3 clusters Score -2321964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2321964.000000 Penalty: 4726.173828
	Iteration 76F: 3 clusters Score -2321964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -47292.585938 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -47292.59 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: -46005.171875 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -46005.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -46106.070312 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -46106.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -46146.976562 Penalty: 2867.248779
	Iteration 2Q: 3 clusters Score -46146.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46174.593750 Penalty: 2867.248779
	Iteration 3Q: 3 clusters Score -46174.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46200.953125 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -46200.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -46241.847656 Penalty: 2867.248779
	Iteration 5Q: 3 clusters Score -46241.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46260.035156 Penalty: 2867.248779
	Iteration 6Q: 3 clusters Score -46260.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46274.660156 Penalty: 2867.248779
	Iteration 7Q: 3 clusters Score -46274.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46288.492188 Penalty: 2867.248779
	Iteration 8Q: 3 clusters Score -46288.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46288.492188 Penalty: 2867.248779
	Iteration 9F: 3 clusters Score -46288.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -199494.890625 Penalty: 1758.752075
	Iteration 0F: 2 clusters Score -199494.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -197458.437500 Penalty: 3517.504150
	Iteration 0F: 3 clusters Score -197458.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -197786.781250 Penalty: 3517.504150
	Iteration 1F: 3 clusters Score -197786.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -197896.343750 Penalty: 3517.504150
	Iteration 2F: 3 clusters Score -197896.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -197953.703125 Penalty: 3517.504150
	Iteration 3Q: 3 clusters Score -197953.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -197982.453125 Penalty: 3517.504150
	Iteration 4Q: 3 clusters Score -197982.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -198012.921875 Penalty: 3517.504150
	Iteration 5Q: 3 clusters Score -198012.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -198048.203125 Penalty: 3517.504150
	Iteration 6Q: 3 clusters Score -198048.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -198072.421875 Penalty: 3517.504150
	Iteration 7Q: 3 clusters Score -198072.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -198099.109375 Penalty: 3517.504150
	Iteration 8Q: 3 clusters Score -198099.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -198120.078125 Penalty: 3517.504150
	Iteration 9Q: 3 clusters Score -198120.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -198132.000000 Penalty: 3517.504150
	Iteration 10Q: 3 clusters Score -198132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -198138.687500 Penalty: 3517.504150
	Iteration 11Q: 3 clusters Score -198138.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -198140.312500 Penalty: 3517.504150
	Iteration 12Q: 3 clusters Score -198140.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -198144.093750 Penalty: 3517.504150
	Iteration 13Q: 3 clusters Score -198144.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -198147.781250 Penalty: 3517.504150
	Iteration 14Q: 3 clusters Score -198147.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -198148.640625 Penalty: 3517.504150
	Iteration 15Q: 3 clusters Score -198148.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -198148.640625 Penalty: 3517.504150
	Iteration 16F: 3 clusters Score -198148.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Entering Unmasked Estep 
Score: -1032553.812500 Penalty: 2165.091064
	Iteration 0F: 2 clusters Score -1032554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1027346.000000 Penalty: 4330.182129
	Iteration 0F: 3 clusters Score -1027346 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1028909.687500 Penalty: 4330.182129
	Iteration 1F: 3 clusters Score -1028910 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1029658.812500 Penalty: 4330.182129
	Iteration 2F: 3 clusters Score -1029659 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1030445.125000 Penalty: 4330.182129
	Iteration 3F: 3 clusters Score -1030445 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1031062.687500 Penalty: 4330.182129
	Iteration 4F: 3 clusters Score -1031063 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1031441.437500 Penalty: 4330.182129
	Iteration 5F: 3 clusters Score -1031441 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1031630.687500 Penalty: 4330.182129
	Iteration 6Q: 3 clusters Score -1031631 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1031750.625000 Penalty: 4330.182129
	Iteration 7Q: 3 clusters Score -1031751 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1031809.937500 Penalty: 4330.182129
	Iteration 8Q: 3 clusters Score -1031810 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1031843.312500 Penalty: 4330.182129
	Iteration 9Q: 3 clusters Score -1031843 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1031858.437500 Penalty: 4330.182129
	Iteration 10Q: 3 clusters Score -1031858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1031866.437500 Penalty: 4330.182129
	Iteration 11Q: 3 clusters Score -1031866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1031874.312500 Penalty: 4330.182129
	Iteration 12Q: 3 clusters Score -1031874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1031876.500000 Penalty: 4330.182129
	Iteration 13Q: 3 clusters Score -1031876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1031879.250000 Penalty: 4330.182129
	Iteration 14Q: 3 clusters Score -1031879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1031880.625000 Penalty: 4330.182129
	Iteration 15Q: 3 clusters Score -1031881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1031880.812500 Penalty: 4330.182129
	Iteration 16Q: 3 clusters Score -1031881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1031879.937500 Penalty: 4330.182129
	Iteration 17Q: 3 clusters Score -1031880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1031881.062500 Penalty: 4330.182129
	Iteration 18Q: 3 clusters Score -1031881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1031881.062500 Penalty: 4330.182129
	Iteration 19F: 3 clusters Score -1031881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54617 members 
Entering Unmasked Estep 
Score: -9284679.000000 Penalty: 2705.208740
	Iteration 0F: 2 clusters Score -9284679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -9248690.000000 Penalty: 5410.417480
	Iteration 0F: 3 clusters Score -9248690 nChanged 25365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -9262983.000000 Penalty: 5410.417480
	Iteration 1F: 3 clusters Score -9262983 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -9264027.000000 Penalty: 5410.417480
	Iteration 2Q: 3 clusters Score -9264027 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -9265541.000000 Penalty: 5410.417480
	Iteration 3F: 3 clusters Score -9265541 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -9267739.000000 Penalty: 5410.417480
	Iteration 4F: 3 clusters Score -9267739 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -9270505.000000 Penalty: 5410.417480
	Iteration 5F: 3 clusters Score -9270505 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -9273408.000000 Penalty: 5410.417480
	Iteration 6F: 3 clusters Score -9273408 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -9275838.000000 Penalty: 5410.417480
	Iteration 7F: 3 clusters Score -9275838 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -9277855.000000 Penalty: 5410.417480
	Iteration 8Q: 3 clusters Score -9277855 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -9279478.000000 Penalty: 5410.417480
	Iteration 9Q: 3 clusters Score -9279478 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -9280713.000000 Penalty: 5410.417480
	Iteration 10Q: 3 clusters Score -9280713 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -9281354.000000 Penalty: 5410.417480
	Iteration 11Q: 3 clusters Score -9281354 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -9281758.000000 Penalty: 5410.417480
	Iteration 12Q: 3 clusters Score -9281758 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -9282051.000000 Penalty: 5410.417480
	Iteration 13Q: 3 clusters Score -9282051 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -9282206.000000 Penalty: 5410.417480
	Iteration 14Q: 3 clusters Score -9282206 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -9282284.000000 Penalty: 5410.417480
	Iteration 15Q: 3 clusters Score -9282284 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -9282341.000000 Penalty: 5410.417480
	Iteration 16Q: 3 clusters Score -9282341 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -9282371.000000 Penalty: 5410.417480
	Iteration 17Q: 3 clusters Score -9282371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -9282399.000000 Penalty: 5410.417480
	Iteration 18Q: 3 clusters Score -9282399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -9282438.000000 Penalty: 5410.417480
	Iteration 19Q: 3 clusters Score -9282438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -9282461.000000 Penalty: 5410.417480
	Iteration 20F: 3 clusters Score -9282461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -9282477.000000 Penalty: 5410.417480
	Iteration 21Q: 3 clusters Score -9282477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -9282484.000000 Penalty: 5410.417480
	Iteration 22Q: 3 clusters Score -9282484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -9282504.000000 Penalty: 5410.417480
	Iteration 23Q: 3 clusters Score -9282504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -9282517.000000 Penalty: 5410.417480
	Iteration 24Q: 3 clusters Score -9282517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -9282518.000000 Penalty: 5410.417480
	Iteration 25Q: 3 clusters Score -9282518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -9282533.000000 Penalty: 5410.417480
	Iteration 26Q: 3 clusters Score -9282533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -9282530.000000 Penalty: 5410.417480
	Iteration 27Q: 3 clusters Score -9282530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -9282538.000000 Penalty: 5410.417480
	Iteration 28Q: 3 clusters Score -9282538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -9282545.000000 Penalty: 5410.417480
	Iteration 29Q: 3 clusters Score -9282545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -9282546.000000 Penalty: 5410.417480
	Iteration 30Q: 3 clusters Score -9282546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -9282544.000000 Penalty: 5410.417480
	Iteration 31Q: 3 clusters Score -9282544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -9282536.000000 Penalty: 5410.417480
	Iteration 32Q: 3 clusters Score -9282536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -9282536.000000 Penalty: 5410.417480
	Iteration 33F: 3 clusters Score -9282536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Entering Unmasked Estep 
Score: -1922259.125000 Penalty: 2313.969238
	Iteration 0F: 2 clusters Score -1922259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1913684.625000 Penalty: 4627.938477
	Iteration 0F: 3 clusters Score -1913685 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1916173.250000 Penalty: 4627.938477
	Iteration 1F: 3 clusters Score -1916173 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1916492.000000 Penalty: 4627.938477
	Iteration 2F: 3 clusters Score -1916492 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1916714.250000 Penalty: 4627.938477
	Iteration 3F: 3 clusters Score -1916714 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1916870.250000 Penalty: 4627.938477
	Iteration 4Q: 3 clusters Score -1916870 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1916975.125000 Penalty: 4627.938477
	Iteration 5Q: 3 clusters Score -1916975 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1917066.875000 Penalty: 4627.938477
	Iteration 6Q: 3 clusters Score -1917067 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1917142.250000 Penalty: 4627.938477
	Iteration 7Q: 3 clusters Score -1917142 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1917216.625000 Penalty: 4627.938477
	Iteration 8Q: 3 clusters Score -1917217 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1917300.500000 Penalty: 4627.938477
	Iteration 9Q: 3 clusters Score -1917300 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1917387.125000 Penalty: 4627.938477
	Iteration 10Q: 3 clusters Score -1917387 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1917471.125000 Penalty: 4627.938477
	Iteration 11Q: 3 clusters Score -1917471 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1917571.125000 Penalty: 4627.938477
	Iteration 12Q: 3 clusters Score -1917571 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1917704.375000 Penalty: 4627.938477
	Iteration 13Q: 3 clusters Score -1917704 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1917863.250000 Penalty: 4627.938477
	Iteration 14Q: 3 clusters Score -1917863 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1918040.625000 Penalty: 4627.938477
	Iteration 15Q: 3 clusters Score -1918041 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1918237.250000 Penalty: 4627.938477
	Iteration 16Q: 3 clusters Score -1918237 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1918484.875000 Penalty: 4627.938477
	Iteration 17Q: 3 clusters Score -1918485 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1918739.875000 Penalty: 4627.938477
	Iteration 18Q: 3 clusters Score -1918740 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1918990.750000 Penalty: 4627.938477
	Iteration 19Q: 3 clusters Score -1918991 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1919242.875000 Penalty: 4627.938477
	Iteration 20F: 3 clusters Score -1919243 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1919442.625000 Penalty: 4627.938477
	Iteration 21Q: 3 clusters Score -1919443 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1919609.750000 Penalty: 4627.938477
	Iteration 22Q: 3 clusters Score -1919610 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1919766.625000 Penalty: 4627.938477
	Iteration 23Q: 3 clusters Score -1919767 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1919876.000000 Penalty: 4627.938477
	Iteration 24Q: 3 clusters Score -1919876 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1919961.750000 Penalty: 4627.938477
	Iteration 25Q: 3 clusters Score -1919962 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1920038.375000 Penalty: 4627.938477
	Iteration 26Q: 3 clusters Score -1920038 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1920094.500000 Penalty: 4627.938477
	Iteration 27Q: 3 clusters Score -1920094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1920136.625000 Penalty: 4627.938477
	Iteration 28Q: 3 clusters Score -1920137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1920167.375000 Penalty: 4627.938477
	Iteration 29Q: 3 clusters Score -1920167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1920188.375000 Penalty: 4627.938477
	Iteration 30Q: 3 clusters Score -1920188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1920215.000000 Penalty: 4627.938477
	Iteration 31Q: 3 clusters Score -1920215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1920229.625000 Penalty: 4627.938477
	Iteration 32Q: 3 clusters Score -1920230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1920234.500000 Penalty: 4627.938477
	Iteration 33Q: 3 clusters Score -1920234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1920236.500000 Penalty: 4627.938477
	Iteration 34Q: 3 clusters Score -1920236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1920239.250000 Penalty: 4627.938477
	Iteration 35Q: 3 clusters Score -1920239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1920239.250000 Penalty: 4627.938477
	Iteration 36F: 3 clusters Score -1920239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (71365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71365 members 
Entering Unmasked Estep 
Score: -11906977.000000 Penalty: 2771.539551
	Iteration 0F: 2 clusters Score -1.190698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -11860216.000000 Penalty: 5543.079102
	Iteration 0F: 3 clusters Score -1.186022e+07 nChanged 33549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -11879392.000000 Penalty: 5543.079102
	Iteration 1F: 3 clusters Score -1.187939e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -11880291.000000 Penalty: 5543.079102
	Iteration 2Q: 3 clusters Score -1.188029e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -11881228.000000 Penalty: 5543.079102
	Iteration 3Q: 3 clusters Score -1.188123e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -11882545.000000 Penalty: 5543.079102
	Iteration 4Q: 3 clusters Score -1.188254e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -11884406.000000 Penalty: 5543.079102
	Iteration 5F: 3 clusters Score -1.188441e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -11886928.000000 Penalty: 5543.079102
	Iteration 6F: 3 clusters Score -1.188693e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -11890015.000000 Penalty: 5543.079102
	Iteration 7F: 3 clusters Score -1.189002e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -11893411.000000 Penalty: 5543.079102
	Iteration 8F: 3 clusters Score -1.189341e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -11896423.000000 Penalty: 5543.079102
	Iteration 9F: 3 clusters Score -1.189642e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60553 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -11898735.000000 Penalty: 5543.079102
	Iteration 10Q: 3 clusters Score -1.189874e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62253 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -11900345.000000 Penalty: 5543.079102
	Iteration 11Q: 3 clusters Score -1.190034e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63482 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -11901321.000000 Penalty: 5543.079102
	Iteration 12Q: 3 clusters Score -1.190132e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64452 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -11902018.000000 Penalty: 5543.079102
	Iteration 13Q: 3 clusters Score -1.190202e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65267 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -11902581.000000 Penalty: 5543.079102
	Iteration 14Q: 3 clusters Score -1.190258e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65968 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -11903006.000000 Penalty: 5543.079102
	Iteration 15Q: 3 clusters Score -1.190301e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66575 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -11903336.000000 Penalty: 5543.079102
	Iteration 16Q: 3 clusters Score -1.190334e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67107 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -11903634.000000 Penalty: 5543.079102
	Iteration 17Q: 3 clusters Score -1.190363e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67564 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -11903883.000000 Penalty: 5543.079102
	Iteration 18Q: 3 clusters Score -1.190388e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67943 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -11904113.000000 Penalty: 5543.079102
	Iteration 19Q: 3 clusters Score -1.190411e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68251 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -11904236.000000 Penalty: 5543.079102
	Iteration 20F: 3 clusters Score -1.190424e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68531 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -11904365.000000 Penalty: 5543.079102
	Iteration 21Q: 3 clusters Score -1.190436e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68771 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -11904542.000000 Penalty: 5543.079102
	Iteration 22Q: 3 clusters Score -1.190454e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68961 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -11904599.000000 Penalty: 5543.079102
	Iteration 23Q: 3 clusters Score -1.19046e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69119 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -11904705.000000 Penalty: 5543.079102
	Iteration 24Q: 3 clusters Score -1.19047e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69254 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -11904746.000000 Penalty: 5543.079102
	Iteration 25Q: 3 clusters Score -1.190475e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69358 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -11904838.000000 Penalty: 5543.079102
	Iteration 26Q: 3 clusters Score -1.190484e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69458 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -11904895.000000 Penalty: 5543.079102
	Iteration 27Q: 3 clusters Score -1.19049e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69546 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -11904930.000000 Penalty: 5543.079102
	Iteration 28Q: 3 clusters Score -1.190493e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69608 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -11904979.000000 Penalty: 5543.079102
	Iteration 29Q: 3 clusters Score -1.190498e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69670 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -11905000.000000 Penalty: 5543.079102
	Iteration 30Q: 3 clusters Score -1.1905e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69722 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -11905012.000000 Penalty: 5543.079102
	Iteration 31Q: 3 clusters Score -1.190501e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69755 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -11905048.000000 Penalty: 5543.079102
	Iteration 32Q: 3 clusters Score -1.190505e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69783 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -11905072.000000 Penalty: 5543.079102
	Iteration 33Q: 3 clusters Score -1.190507e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69809 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -11905094.000000 Penalty: 5543.079102
	Iteration 34Q: 3 clusters Score -1.190509e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69833 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -11905093.000000 Penalty: 5543.079102
	Iteration 35Q: 3 clusters Score -1.190509e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69858 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -11905131.000000 Penalty: 5543.079102
	Iteration 36Q: 3 clusters Score -1.190513e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69876 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -11905118.000000 Penalty: 5543.079102
	Iteration 37Q: 3 clusters Score -1.190512e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -11905138.000000 Penalty: 5543.079102
	Iteration 38Q: 3 clusters Score -1.190514e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69904 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -11905156.000000 Penalty: 5543.079102
	Iteration 39Q: 3 clusters Score -1.190516e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69928 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -11905166.000000 Penalty: 5543.079102
	Iteration 40F: 3 clusters Score -1.190517e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69950 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -11905209.000000 Penalty: 5543.079102
	Iteration 41Q: 3 clusters Score -1.190521e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69963 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -11905227.000000 Penalty: 5543.079102
	Iteration 42Q: 3 clusters Score -1.190523e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69971 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -11905214.000000 Penalty: 5543.079102
	Iteration 43Q: 3 clusters Score -1.190521e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69983 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -11905245.000000 Penalty: 5543.079102
	Iteration 44Q: 3 clusters Score -1.190524e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -11905265.000000 Penalty: 5543.079102
	Iteration 45Q: 3 clusters Score -1.190526e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70020 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -11905283.000000 Penalty: 5543.079102
	Iteration 46Q: 3 clusters Score -1.190528e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70026 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -11905292.000000 Penalty: 5543.079102
	Iteration 47Q: 3 clusters Score -1.190529e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70047 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -11905306.000000 Penalty: 5543.079102
	Iteration 48Q: 3 clusters Score -1.190531e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70068 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -11905321.000000 Penalty: 5543.079102
	Iteration 49Q: 3 clusters Score -1.190532e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70077 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -11905348.000000 Penalty: 5543.079102
	Iteration 50Q: 3 clusters Score -1.190535e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70092 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -11905389.000000 Penalty: 5543.079102
	Iteration 51Q: 3 clusters Score -1.190539e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70097 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -11905406.000000 Penalty: 5543.079102
	Iteration 52Q: 3 clusters Score -1.190541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70104 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -11905399.000000 Penalty: 5543.079102
	Iteration 53Q: 3 clusters Score -1.19054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -11905398.000000 Penalty: 5543.079102
	Iteration 54Q: 3 clusters Score -1.19054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70109 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -11905394.000000 Penalty: 5543.079102
	Iteration 55Q: 3 clusters Score -1.190539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70111 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -11905411.000000 Penalty: 5543.079102
	Iteration 56Q: 3 clusters Score -1.190541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70115 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -11905398.000000 Penalty: 5543.079102
	Iteration 57Q: 3 clusters Score -1.19054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70118 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -11905406.000000 Penalty: 5543.079102
	Iteration 58Q: 3 clusters Score -1.190541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -11905411.000000 Penalty: 5543.079102
	Iteration 59Q: 3 clusters Score -1.190541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70116 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -11905405.000000 Penalty: 5543.079102
	Iteration 60F: 3 clusters Score -1.19054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70115 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -11905416.000000 Penalty: 5543.079102
	Iteration 61Q: 3 clusters Score -1.190542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70116 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -11905417.000000 Penalty: 5543.079102
	Iteration 62Q: 3 clusters Score -1.190542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70119 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -11905416.000000 Penalty: 5543.079102
	Iteration 63Q: 3 clusters Score -1.190542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -11905426.000000 Penalty: 5543.079102
	Iteration 64Q: 3 clusters Score -1.190543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70122 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -11905425.000000 Penalty: 5543.079102
	Iteration 65Q: 3 clusters Score -1.190542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70122 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -11905425.000000 Penalty: 5543.079102
	Iteration 66F: 3 clusters Score -1.190542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (60959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Entering Unmasked Estep 
Score: -10507392.000000 Penalty: 2732.453369
	Iteration 0F: 2 clusters Score -1.050739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -10469389.000000 Penalty: 5464.906738
	Iteration 0F: 3 clusters Score -1.046939e+07 nChanged 28370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -10485171.000000 Penalty: 5464.906738
	Iteration 1F: 3 clusters Score -1.048517e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -10486044.000000 Penalty: 5464.906738
	Iteration 2Q: 3 clusters Score -1.048604e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -10487359.000000 Penalty: 5464.906738
	Iteration 3Q: 3 clusters Score -1.048736e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -10489390.000000 Penalty: 5464.906738
	Iteration 4F: 3 clusters Score -1.048939e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -10492585.000000 Penalty: 5464.906738
	Iteration 5F: 3 clusters Score -1.049258e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -10496652.000000 Penalty: 5464.906738
	Iteration 6F: 3 clusters Score -1.049665e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -10500573.000000 Penalty: 5464.906738
	Iteration 7F: 3 clusters Score -1.050057e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -10503315.000000 Penalty: 5464.906738
	Iteration 8F: 3 clusters Score -1.050332e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -10504541.000000 Penalty: 5464.906738
	Iteration 9Q: 3 clusters Score -1.050454e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -10505190.000000 Penalty: 5464.906738
	Iteration 10Q: 3 clusters Score -1.050519e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58845 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -10505454.000000 Penalty: 5464.906738
	Iteration 11Q: 3 clusters Score -1.050545e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -10505534.000000 Penalty: 5464.906738
	Iteration 12Q: 3 clusters Score -1.050553e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -10505715.000000 Penalty: 5464.906738
	Iteration 13Q: 3 clusters Score -1.050572e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59505 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -10505788.000000 Penalty: 5464.906738
	Iteration 14Q: 3 clusters Score -1.050579e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -10505840.000000 Penalty: 5464.906738
	Iteration 15Q: 3 clusters Score -1.050584e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -10505822.000000 Penalty: 5464.906738
	Iteration 16Q: 3 clusters Score -1.050582e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -10505808.000000 Penalty: 5464.906738
	Iteration 17Q: 3 clusters Score -1.050581e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -10505859.000000 Penalty: 5464.906738
	Iteration 18Q: 3 clusters Score -1.050586e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -10505863.000000 Penalty: 5464.906738
	Iteration 19Q: 3 clusters Score -1.050586e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -10505874.000000 Penalty: 5464.906738
	Iteration 20F: 3 clusters Score -1.050587e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -10505917.000000 Penalty: 5464.906738
	Iteration 21Q: 3 clusters Score -1.050592e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59811 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -10505924.000000 Penalty: 5464.906738
	Iteration 22Q: 3 clusters Score -1.050592e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59831 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10505976.000000 Penalty: 5464.906738
	Iteration 23Q: 3 clusters Score -1.050598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -10505963.000000 Penalty: 5464.906738
	Iteration 24Q: 3 clusters Score -1.050596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59846 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -10505962.000000 Penalty: 5464.906738
	Iteration 25Q: 3 clusters Score -1.050596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -10505969.000000 Penalty: 5464.906738
	Iteration 26Q: 3 clusters Score -1.050597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59864 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -10505975.000000 Penalty: 5464.906738
	Iteration 27Q: 3 clusters Score -1.050598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -10505945.000000 Penalty: 5464.906738
	Iteration 28Q: 3 clusters Score -1.050594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -10505952.000000 Penalty: 5464.906738
	Iteration 29Q: 3 clusters Score -1.050595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -10505963.000000 Penalty: 5464.906738
	Iteration 30Q: 3 clusters Score -1.050596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -10505950.000000 Penalty: 5464.906738
	Iteration 31Q: 3 clusters Score -1.050595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -10505943.000000 Penalty: 5464.906738
	Iteration 32Q: 3 clusters Score -1.050594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -10505945.000000 Penalty: 5464.906738
	Iteration 33Q: 3 clusters Score -1.050594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59911 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -10505959.000000 Penalty: 5464.906738
	Iteration 34Q: 3 clusters Score -1.050596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -10505958.000000 Penalty: 5464.906738
	Iteration 35Q: 3 clusters Score -1.050596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59918 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -10505965.000000 Penalty: 5464.906738
	Iteration 36Q: 3 clusters Score -1.050596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59918 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -10505965.000000 Penalty: 5464.906738
	Iteration 37F: 3 clusters Score -1.050596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Entering Unmasked Estep 
Score: -940344.062500 Penalty: 2134.997314
	Iteration 0F: 2 clusters Score -940344.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -935484.125000 Penalty: 4269.994629
	Iteration 0F: 3 clusters Score -935484.1 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -936691.062500 Penalty: 4269.994629
	Iteration 1F: 3 clusters Score -936691.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -937022.812500 Penalty: 4269.994629
	Iteration 2F: 3 clusters Score -937022.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -937301.375000 Penalty: 4269.994629
	Iteration 3F: 3 clusters Score -937301.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -937552.437500 Penalty: 4269.994629
	Iteration 4F: 3 clusters Score -937552.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -937776.062500 Penalty: 4269.994629
	Iteration 5Q: 3 clusters Score -937776.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -937997.375000 Penalty: 4269.994629
	Iteration 6Q: 3 clusters Score -937997.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -938180.437500 Penalty: 4269.994629
	Iteration 7Q: 3 clusters Score -938180.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -938327.687500 Penalty: 4269.994629
	Iteration 8Q: 3 clusters Score -938327.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -938442.562500 Penalty: 4269.994629
	Iteration 9Q: 3 clusters Score -938442.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -938523.937500 Penalty: 4269.994629
	Iteration 10Q: 3 clusters Score -938523.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -938601.687500 Penalty: 4269.994629
	Iteration 11Q: 3 clusters Score -938601.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -938663.500000 Penalty: 4269.994629
	Iteration 12Q: 3 clusters Score -938663.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -938699.937500 Penalty: 4269.994629
	Iteration 13Q: 3 clusters Score -938699.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -938722.187500 Penalty: 4269.994629
	Iteration 14Q: 3 clusters Score -938722.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -938735.250000 Penalty: 4269.994629
	Iteration 15Q: 3 clusters Score -938735.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -938747.875000 Penalty: 4269.994629
	Iteration 16Q: 3 clusters Score -938747.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -938756.187500 Penalty: 4269.994629
	Iteration 17Q: 3 clusters Score -938756.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -938765.437500 Penalty: 4269.994629
	Iteration 18Q: 3 clusters Score -938765.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -938770.562500 Penalty: 4269.994629
	Iteration 19Q: 3 clusters Score -938770.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -938773.375000 Penalty: 4269.994629
	Iteration 20F: 3 clusters Score -938773.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -938776.812500 Penalty: 4269.994629
	Iteration 21Q: 3 clusters Score -938776.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -938780.812500 Penalty: 4269.994629
	Iteration 22Q: 3 clusters Score -938780.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -938780.875000 Penalty: 4269.994629
	Iteration 23Q: 3 clusters Score -938780.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -938784.375000 Penalty: 4269.994629
	Iteration 24Q: 3 clusters Score -938784.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -938785.937500 Penalty: 4269.994629
	Iteration 25Q: 3 clusters Score -938785.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -938787.062500 Penalty: 4269.994629
	Iteration 26Q: 3 clusters Score -938787.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -938786.812500 Penalty: 4269.994629
	Iteration 27Q: 3 clusters Score -938786.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -938787.125000 Penalty: 4269.994629
	Iteration 28Q: 3 clusters Score -938787.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -938788.062500 Penalty: 4269.994629
	Iteration 29Q: 3 clusters Score -938788.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -938788.062500 Penalty: 4269.994629
	Iteration 30F: 3 clusters Score -938788.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Entering Unmasked Estep 
Score: -1110429.625000 Penalty: 2180.175537
	Iteration 0F: 2 clusters Score -1110430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1104931.875000 Penalty: 4360.351074
	Iteration 0F: 3 clusters Score -1104932 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1106421.000000 Penalty: 4360.351074
	Iteration 1F: 3 clusters Score -1106421 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1106761.125000 Penalty: 4360.351074
	Iteration 2F: 3 clusters Score -1106761 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1107011.250000 Penalty: 4360.351074
	Iteration 3F: 3 clusters Score -1107011 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1107239.875000 Penalty: 4360.351074
	Iteration 4F: 3 clusters Score -1107240 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1107430.875000 Penalty: 4360.351074
	Iteration 5Q: 3 clusters Score -1107431 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1107618.125000 Penalty: 4360.351074
	Iteration 6Q: 3 clusters Score -1107618 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1107777.000000 Penalty: 4360.351074
	Iteration 7Q: 3 clusters Score -1107777 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1107944.625000 Penalty: 4360.351074
	Iteration 8Q: 3 clusters Score -1107945 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1108085.000000 Penalty: 4360.351074
	Iteration 9Q: 3 clusters Score -1108085 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1108228.250000 Penalty: 4360.351074
	Iteration 10Q: 3 clusters Score -1108228 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1108338.500000 Penalty: 4360.351074
	Iteration 11Q: 3 clusters Score -1108338 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1108418.250000 Penalty: 4360.351074
	Iteration 12Q: 3 clusters Score -1108418 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1108475.875000 Penalty: 4360.351074
	Iteration 13Q: 3 clusters Score -1108476 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1108514.375000 Penalty: 4360.351074
	Iteration 14Q: 3 clusters Score -1108514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1108547.125000 Penalty: 4360.351074
	Iteration 15Q: 3 clusters Score -1108547 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1108577.250000 Penalty: 4360.351074
	Iteration 16Q: 3 clusters Score -1108577 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1108612.250000 Penalty: 4360.351074
	Iteration 17Q: 3 clusters Score -1108612 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1108658.375000 Penalty: 4360.351074
	Iteration 18Q: 3 clusters Score -1108658 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1108707.250000 Penalty: 4360.351074
	Iteration 19Q: 3 clusters Score -1108707 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1108763.000000 Penalty: 4360.351074
	Iteration 20F: 3 clusters Score -1108763 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1108828.250000 Penalty: 4360.351074
	Iteration 21Q: 3 clusters Score -1108828 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1108937.375000 Penalty: 4360.351074
	Iteration 22Q: 3 clusters Score -1108937 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1109049.750000 Penalty: 4360.351074
	Iteration 23Q: 3 clusters Score -1109050 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1109156.625000 Penalty: 4360.351074
	Iteration 24Q: 3 clusters Score -1109157 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1109224.875000 Penalty: 4360.351074
	Iteration 25Q: 3 clusters Score -1109225 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1109269.375000 Penalty: 4360.351074
	Iteration 26Q: 3 clusters Score -1109269 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1109286.125000 Penalty: 4360.351074
	Iteration 27Q: 3 clusters Score -1109286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1109293.250000 Penalty: 4360.351074
	Iteration 28Q: 3 clusters Score -1109293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1109299.125000 Penalty: 4360.351074
	Iteration 29Q: 3 clusters Score -1109299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1109301.125000 Penalty: 4360.351074
	Iteration 30Q: 3 clusters Score -1109301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1109304.875000 Penalty: 4360.351074
	Iteration 31Q: 3 clusters Score -1109305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1109307.750000 Penalty: 4360.351074
	Iteration 32Q: 3 clusters Score -1109308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1109314.500000 Penalty: 4360.351074
	Iteration 33Q: 3 clusters Score -1109314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1109315.625000 Penalty: 4360.351074
	Iteration 34Q: 3 clusters Score -1109316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1109317.125000 Penalty: 4360.351074
	Iteration 35Q: 3 clusters Score -1109317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1109317.625000 Penalty: 4360.351074
	Iteration 36Q: 3 clusters Score -1109318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1109319.750000 Penalty: 4360.351074
	Iteration 37Q: 3 clusters Score -1109320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1109320.000000 Penalty: 4360.351074
	Iteration 38Q: 3 clusters Score -1109320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1109320.875000 Penalty: 4360.351074
	Iteration 39Q: 3 clusters Score -1109321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1109323.000000 Penalty: 4360.351074
	Iteration 40F: 3 clusters Score -1109323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1109324.750000 Penalty: 4360.351074
	Iteration 41Q: 3 clusters Score -1109325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1109322.625000 Penalty: 4360.351074
	Iteration 42Q: 3 clusters Score -1109323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1109322.625000 Penalty: 4360.351074
	Iteration 43F: 3 clusters Score -1109323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -85916.882812 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -85916.88 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 285 members 
Entering Unmasked Estep 
Score: -84389.328125 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -84389.33 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -84637.640625 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -84637.64 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -84750.617188 Penalty: 3147.435547
	Iteration 2F: 3 clusters Score -84750.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -84917.945312 Penalty: 3147.435547
	Iteration 3F: 3 clusters Score -84917.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -85067.210938 Penalty: 3147.435547
	Iteration 4F: 3 clusters Score -85067.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -85198.460938 Penalty: 3147.435547
	Iteration 5F: 3 clusters Score -85198.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -85268.382812 Penalty: 3147.435547
	Iteration 6Q: 3 clusters Score -85268.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -85311.609375 Penalty: 3147.435547
	Iteration 7Q: 3 clusters Score -85311.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -85330.570312 Penalty: 3147.435547
	Iteration 8Q: 3 clusters Score -85330.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -85366.820312 Penalty: 3147.435547
	Iteration 9Q: 3 clusters Score -85366.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -85431.140625 Penalty: 3147.435547
	Iteration 10Q: 3 clusters Score -85431.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -85504.843750 Penalty: 3147.435547
	Iteration 11Q: 3 clusters Score -85504.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -85532.171875 Penalty: 3147.435547
	Iteration 12Q: 3 clusters Score -85532.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -85569.773438 Penalty: 3147.435547
	Iteration 13Q: 3 clusters Score -85569.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -85604.406250 Penalty: 3147.435547
	Iteration 14Q: 3 clusters Score -85604.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -85631.882812 Penalty: 3147.435547
	Iteration 15Q: 3 clusters Score -85631.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -85638.195312 Penalty: 3147.435547
	Iteration 16Q: 3 clusters Score -85638.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -85650.562500 Penalty: 3147.435547
	Iteration 17Q: 3 clusters Score -85650.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -85665.437500 Penalty: 3147.435547
	Iteration 18Q: 3 clusters Score -85665.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -85666.812500 Penalty: 3147.435547
	Iteration 19Q: 3 clusters Score -85666.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -85667.203125 Penalty: 3147.435547
	Iteration 20F: 3 clusters Score -85667.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -85673.718750 Penalty: 3147.435547
	Iteration 21Q: 3 clusters Score -85673.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -85673.718750 Penalty: 3147.435547
	Iteration 22F: 3 clusters Score -85673.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Entering Unmasked Estep 
Score: -1966103.375000 Penalty: 2329.896240
	Iteration 0F: 2 clusters Score -1966103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1957136.625000 Penalty: 4659.792480
	Iteration 0F: 3 clusters Score -1957137 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1959953.875000 Penalty: 4659.792480
	Iteration 1F: 3 clusters Score -1959954 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1960364.875000 Penalty: 4659.792480
	Iteration 2F: 3 clusters Score -1960365 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1960768.000000 Penalty: 4659.792480
	Iteration 3F: 3 clusters Score -1960768 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1961155.125000 Penalty: 4659.792480
	Iteration 4F: 3 clusters Score -1961155 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1961618.750000 Penalty: 4659.792480
	Iteration 5F: 3 clusters Score -1961619 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1962110.250000 Penalty: 4659.792480
	Iteration 6F: 3 clusters Score -1962110 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1962557.875000 Penalty: 4659.792480
	Iteration 7F: 3 clusters Score -1962558 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1962942.125000 Penalty: 4659.792480
	Iteration 8Q: 3 clusters Score -1962942 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1963264.625000 Penalty: 4659.792480
	Iteration 9Q: 3 clusters Score -1963265 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1963514.250000 Penalty: 4659.792480
	Iteration 10Q: 3 clusters Score -1963514 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1963678.000000 Penalty: 4659.792480
	Iteration 11Q: 3 clusters Score -1963678 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1963818.500000 Penalty: 4659.792480
	Iteration 12Q: 3 clusters Score -1963818 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1963920.375000 Penalty: 4659.792480
	Iteration 13Q: 3 clusters Score -1963920 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1963988.000000 Penalty: 4659.792480
	Iteration 14Q: 3 clusters Score -1963988 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1964029.125000 Penalty: 4659.792480
	Iteration 15Q: 3 clusters Score -1964029 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1964057.750000 Penalty: 4659.792480
	Iteration 16Q: 3 clusters Score -1964058 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1964101.375000 Penalty: 4659.792480
	Iteration 17Q: 3 clusters Score -1964101 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1964123.375000 Penalty: 4659.792480
	Iteration 18Q: 3 clusters Score -1964123 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1964154.375000 Penalty: 4659.792480
	Iteration 19Q: 3 clusters Score -1964154 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1964171.375000 Penalty: 4659.792480
	Iteration 20F: 3 clusters Score -1964171 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1964180.875000 Penalty: 4659.792480
	Iteration 21Q: 3 clusters Score -1964181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1964196.500000 Penalty: 4659.792480
	Iteration 22Q: 3 clusters Score -1964196 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1964216.750000 Penalty: 4659.792480
	Iteration 23Q: 3 clusters Score -1964217 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1964216.875000 Penalty: 4659.792480
	Iteration 24Q: 3 clusters Score -1964217 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1964228.000000 Penalty: 4659.792480
	Iteration 25Q: 3 clusters Score -1964228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1964238.125000 Penalty: 4659.792480
	Iteration 26Q: 3 clusters Score -1964238 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1964245.625000 Penalty: 4659.792480
	Iteration 27Q: 3 clusters Score -1964246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1964255.000000 Penalty: 4659.792480
	Iteration 28Q: 3 clusters Score -1964255 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1964265.625000 Penalty: 4659.792480
	Iteration 29Q: 3 clusters Score -1964266 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1964283.125000 Penalty: 4659.792480
	Iteration 30Q: 3 clusters Score -1964283 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1964297.000000 Penalty: 4659.792480
	Iteration 31Q: 3 clusters Score -1964297 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1964307.000000 Penalty: 4659.792480
	Iteration 32Q: 3 clusters Score -1964307 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1964324.875000 Penalty: 4659.792480
	Iteration 33Q: 3 clusters Score -1964325 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1964332.750000 Penalty: 4659.792480
	Iteration 34Q: 3 clusters Score -1964333 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1964355.500000 Penalty: 4659.792480
	Iteration 35Q: 3 clusters Score -1964356 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1964370.625000 Penalty: 4659.792480
	Iteration 36Q: 3 clusters Score -1964371 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1964382.625000 Penalty: 4659.792480
	Iteration 37Q: 3 clusters Score -1964383 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1964396.125000 Penalty: 4659.792480
	Iteration 38Q: 3 clusters Score -1964396 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1964426.875000 Penalty: 4659.792480
	Iteration 39Q: 3 clusters Score -1964427 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1964451.750000 Penalty: 4659.792480
	Iteration 40F: 3 clusters Score -1964452 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1964484.000000 Penalty: 4659.792480
	Iteration 41Q: 3 clusters Score -1964484 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1964539.500000 Penalty: 4659.792480
	Iteration 42Q: 3 clusters Score -1964540 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1964609.375000 Penalty: 4659.792480
	Iteration 43Q: 3 clusters Score -1964609 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1964650.875000 Penalty: 4659.792480
	Iteration 44Q: 3 clusters Score -1964651 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1964692.375000 Penalty: 4659.792480
	Iteration 45Q: 3 clusters Score -1964692 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1964735.750000 Penalty: 4659.792480
	Iteration 46Q: 3 clusters Score -1964736 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1964765.375000 Penalty: 4659.792480
	Iteration 47Q: 3 clusters Score -1964765 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1964796.875000 Penalty: 4659.792480
	Iteration 48Q: 3 clusters Score -1964797 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1964830.625000 Penalty: 4659.792480
	Iteration 49Q: 3 clusters Score -1964831 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1964849.625000 Penalty: 4659.792480
	Iteration 50Q: 3 clusters Score -1964850 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1964879.500000 Penalty: 4659.792480
	Iteration 51Q: 3 clusters Score -1964880 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1964910.500000 Penalty: 4659.792480
	Iteration 52Q: 3 clusters Score -1964910 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1964945.875000 Penalty: 4659.792480
	Iteration 53Q: 3 clusters Score -1964946 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1964961.875000 Penalty: 4659.792480
	Iteration 54Q: 3 clusters Score -1964962 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1964984.625000 Penalty: 4659.792480
	Iteration 55Q: 3 clusters Score -1964985 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1965006.375000 Penalty: 4659.792480
	Iteration 56Q: 3 clusters Score -1965006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1965016.500000 Penalty: 4659.792480
	Iteration 57Q: 3 clusters Score -1965016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1965028.375000 Penalty: 4659.792480
	Iteration 58Q: 3 clusters Score -1965028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1965032.625000 Penalty: 4659.792480
	Iteration 59Q: 3 clusters Score -1965033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1965048.750000 Penalty: 4659.792480
	Iteration 60F: 3 clusters Score -1965049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1965058.250000 Penalty: 4659.792480
	Iteration 61Q: 3 clusters Score -1965058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1965060.250000 Penalty: 4659.792480
	Iteration 62Q: 3 clusters Score -1965060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1965065.375000 Penalty: 4659.792480
	Iteration 63Q: 3 clusters Score -1965065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1965073.250000 Penalty: 4659.792480
	Iteration 64Q: 3 clusters Score -1965073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1965077.375000 Penalty: 4659.792480
	Iteration 65Q: 3 clusters Score -1965077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1965090.250000 Penalty: 4659.792480
	Iteration 66Q: 3 clusters Score -1965090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1965097.500000 Penalty: 4659.792480
	Iteration 67Q: 3 clusters Score -1965098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1965101.750000 Penalty: 4659.792480
	Iteration 68Q: 3 clusters Score -1965102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1965108.125000 Penalty: 4659.792480
	Iteration 69Q: 3 clusters Score -1965108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1965111.125000 Penalty: 4659.792480
	Iteration 70Q: 3 clusters Score -1965111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1965113.750000 Penalty: 4659.792480
	Iteration 71Q: 3 clusters Score -1965114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1965121.375000 Penalty: 4659.792480
	Iteration 72Q: 3 clusters Score -1965121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1965124.875000 Penalty: 4659.792480
	Iteration 73Q: 3 clusters Score -1965125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1965122.500000 Penalty: 4659.792480
	Iteration 74Q: 3 clusters Score -1965122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1965124.375000 Penalty: 4659.792480
	Iteration 75Q: 3 clusters Score -1965124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1965123.750000 Penalty: 4659.792480
	Iteration 76Q: 3 clusters Score -1965124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1965123.875000 Penalty: 4659.792480
	Iteration 77Q: 3 clusters Score -1965124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1965125.750000 Penalty: 4659.792480
	Iteration 78Q: 3 clusters Score -1965126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1965126.750000 Penalty: 4659.792480
	Iteration 79Q: 3 clusters Score -1965127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1965126.625000 Penalty: 4659.792480
	Iteration 80F: 3 clusters Score -1965127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1965126.625000 Penalty: 4659.792480
	Iteration 81Q: 3 clusters Score -1965127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1965128.000000 Penalty: 4659.792480
	Iteration 82Q: 3 clusters Score -1965128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1965128.750000 Penalty: 4659.792480
	Iteration 83Q: 3 clusters Score -1965129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1965132.500000 Penalty: 4659.792480
	Iteration 84Q: 3 clusters Score -1965132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1965131.875000 Penalty: 4659.792480
	Iteration 85Q: 3 clusters Score -1965132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1965135.750000 Penalty: 4659.792480
	Iteration 86Q: 3 clusters Score -1965136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1965134.875000 Penalty: 4659.792480
	Iteration 87Q: 3 clusters Score -1965135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1965135.625000 Penalty: 4659.792480
	Iteration 88Q: 3 clusters Score -1965136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1965137.500000 Penalty: 4659.792480
	Iteration 89Q: 3 clusters Score -1965138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1965135.875000 Penalty: 4659.792480
	Iteration 90Q: 3 clusters Score -1965136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1965137.750000 Penalty: 4659.792480
	Iteration 91Q: 3 clusters Score -1965138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1965140.375000 Penalty: 4659.792480
	Iteration 92Q: 3 clusters Score -1965140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1965140.375000 Penalty: 4659.792480
	Iteration 93F: 3 clusters Score -1965140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (50591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Entering Unmasked Estep 
Score: -8314340.500000 Penalty: 2686.218994
	Iteration 0F: 2 clusters Score -8314340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -8280299.500000 Penalty: 5372.437988
	Iteration 0F: 3 clusters Score -8280300 nChanged 23691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -8293434.500000 Penalty: 5372.437988
	Iteration 1F: 3 clusters Score -8293434 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -8294269.500000 Penalty: 5372.437988
	Iteration 2Q: 3 clusters Score -8294270 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -8295258.500000 Penalty: 5372.437988
	Iteration 3Q: 3 clusters Score -8295258 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -8296391.500000 Penalty: 5372.437988
	Iteration 4Q: 3 clusters Score -8296392 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -8297864.500000 Penalty: 5372.437988
	Iteration 5F: 3 clusters Score -8297864 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -8299376.500000 Penalty: 5372.437988
	Iteration 6F: 3 clusters Score -8299376 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -8301002.500000 Penalty: 5372.437988
	Iteration 7F: 3 clusters Score -8301002 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -8302631.000000 Penalty: 5372.437988
	Iteration 8F: 3 clusters Score -8302631 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -8304263.500000 Penalty: 5372.437988
	Iteration 9F: 3 clusters Score -8304264 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -8305551.500000 Penalty: 5372.437988
	Iteration 10Q: 3 clusters Score -8305552 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -8306359.000000 Penalty: 5372.437988
	Iteration 11Q: 3 clusters Score -8306359 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -8307012.500000 Penalty: 5372.437988
	Iteration 12Q: 3 clusters Score -8307012 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -8307421.500000 Penalty: 5372.437988
	Iteration 13Q: 3 clusters Score -8307422 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -8307740.000000 Penalty: 5372.437988
	Iteration 14Q: 3 clusters Score -8307740 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -8308031.500000 Penalty: 5372.437988
	Iteration 15Q: 3 clusters Score -8308032 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -8308298.000000 Penalty: 5372.437988
	Iteration 16Q: 3 clusters Score -8308298 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -8308587.500000 Penalty: 5372.437988
	Iteration 17Q: 3 clusters Score -8308588 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -8308821.000000 Penalty: 5372.437988
	Iteration 18Q: 3 clusters Score -8308821 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -8309068.000000 Penalty: 5372.437988
	Iteration 19Q: 3 clusters Score -8309068 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -8309333.500000 Penalty: 5372.437988
	Iteration 20F: 3 clusters Score -8309334 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -8309607.000000 Penalty: 5372.437988
	Iteration 21Q: 3 clusters Score -8309607 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -8309834.000000 Penalty: 5372.437988
	Iteration 22Q: 3 clusters Score -8309834 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -8310032.000000 Penalty: 5372.437988
	Iteration 23Q: 3 clusters Score -8310032 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -8310222.500000 Penalty: 5372.437988
	Iteration 24Q: 3 clusters Score -8310222 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -8310387.000000 Penalty: 5372.437988
	Iteration 25Q: 3 clusters Score -8310387 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -8310502.500000 Penalty: 5372.437988
	Iteration 26Q: 3 clusters Score -8310502 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -8310538.500000 Penalty: 5372.437988
	Iteration 27Q: 3 clusters Score -8310538 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -8310662.000000 Penalty: 5372.437988
	Iteration 28Q: 3 clusters Score -8310662 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -8310767.500000 Penalty: 5372.437988
	Iteration 29Q: 3 clusters Score -8310768 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -8310825.500000 Penalty: 5372.437988
	Iteration 30Q: 3 clusters Score -8310826 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -8310923.500000 Penalty: 5372.437988
	Iteration 31Q: 3 clusters Score -8310924 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -8310992.500000 Penalty: 5372.437988
	Iteration 32Q: 3 clusters Score -8310992 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -8311069.500000 Penalty: 5372.437988
	Iteration 33Q: 3 clusters Score -8311070 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -8311136.000000 Penalty: 5372.437988
	Iteration 34Q: 3 clusters Score -8311136 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -8311206.000000 Penalty: 5372.437988
	Iteration 35Q: 3 clusters Score -8311206 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -8311270.000000 Penalty: 5372.437988
	Iteration 36Q: 3 clusters Score -8311270 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -8311356.500000 Penalty: 5372.437988
	Iteration 37Q: 3 clusters Score -8311356 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -8311446.500000 Penalty: 5372.437988
	Iteration 38Q: 3 clusters Score -8311446 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -8311532.000000 Penalty: 5372.437988
	Iteration 39Q: 3 clusters Score -8311532 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -8311645.500000 Penalty: 5372.437988
	Iteration 40F: 3 clusters Score -8311646 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -8311680.000000 Penalty: 5372.437988
	Iteration 41Q: 3 clusters Score -8311680 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -8311783.500000 Penalty: 5372.437988
	Iteration 42Q: 3 clusters Score -8311784 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -8311833.000000 Penalty: 5372.437988
	Iteration 43Q: 3 clusters Score -8311833 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -8311893.000000 Penalty: 5372.437988
	Iteration 44Q: 3 clusters Score -8311893 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -8311910.000000 Penalty: 5372.437988
	Iteration 45Q: 3 clusters Score -8311910 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -8311932.000000 Penalty: 5372.437988
	Iteration 46Q: 3 clusters Score -8311932 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -8311995.000000 Penalty: 5372.437988
	Iteration 47Q: 3 clusters Score -8311995 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -8312059.000000 Penalty: 5372.437988
	Iteration 48Q: 3 clusters Score -8312059 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -8312127.000000 Penalty: 5372.437988
	Iteration 49Q: 3 clusters Score -8312127 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -8312158.000000 Penalty: 5372.437988
	Iteration 50Q: 3 clusters Score -8312158 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -8312195.000000 Penalty: 5372.437988
	Iteration 51Q: 3 clusters Score -8312195 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -8312228.500000 Penalty: 5372.437988
	Iteration 52Q: 3 clusters Score -8312228 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -8312255.000000 Penalty: 5372.437988
	Iteration 53Q: 3 clusters Score -8312255 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -8312307.000000 Penalty: 5372.437988
	Iteration 54Q: 3 clusters Score -8312307 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -8312318.500000 Penalty: 5372.437988
	Iteration 55Q: 3 clusters Score -8312318 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -8312341.500000 Penalty: 5372.437988
	Iteration 56Q: 3 clusters Score -8312342 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -8312335.500000 Penalty: 5372.437988
	Iteration 57Q: 3 clusters Score -8312336 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -8312362.500000 Penalty: 5372.437988
	Iteration 58Q: 3 clusters Score -8312362 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -8312385.000000 Penalty: 5372.437988
	Iteration 59Q: 3 clusters Score -8312385 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -8312399.000000 Penalty: 5372.437988
	Iteration 60F: 3 clusters Score -8312399 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -8312400.500000 Penalty: 5372.437988
	Iteration 61Q: 3 clusters Score -8312400 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -8312417.000000 Penalty: 5372.437988
	Iteration 62Q: 3 clusters Score -8312417 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -8312449.500000 Penalty: 5372.437988
	Iteration 63Q: 3 clusters Score -8312450 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -8312457.000000 Penalty: 5372.437988
	Iteration 64Q: 3 clusters Score -8312457 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -8312457.500000 Penalty: 5372.437988
	Iteration 65Q: 3 clusters Score -8312458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -8312476.000000 Penalty: 5372.437988
	Iteration 66Q: 3 clusters Score -8312476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -8312491.000000 Penalty: 5372.437988
	Iteration 67Q: 3 clusters Score -8312491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -8312507.000000 Penalty: 5372.437988
	Iteration 68Q: 3 clusters Score -8312507 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -8312507.500000 Penalty: 5372.437988
	Iteration 69Q: 3 clusters Score -8312508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -8312524.000000 Penalty: 5372.437988
	Iteration 70Q: 3 clusters Score -8312524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -8312523.000000 Penalty: 5372.437988
	Iteration 71Q: 3 clusters Score -8312523 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -8312530.500000 Penalty: 5372.437988
	Iteration 72Q: 3 clusters Score -8312530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -8312537.000000 Penalty: 5372.437988
	Iteration 73Q: 3 clusters Score -8312537 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 48022 members 
Entering Unmasked Estep 
Score: -8312553.000000 Penalty: 5372.437988
	Iteration 74Q: 3 clusters Score -8312553 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -8312577.000000 Penalty: 5372.437988
	Iteration 75Q: 3 clusters Score -8312577 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -8312569.000000 Penalty: 5372.437988
	Iteration 76Q: 3 clusters Score -8312569 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -8312588.000000 Penalty: 5372.437988
	Iteration 77Q: 3 clusters Score -8312588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -8312595.000000 Penalty: 5372.437988
	Iteration 78Q: 3 clusters Score -8312595 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -8312597.500000 Penalty: 5372.437988
	Iteration 79Q: 3 clusters Score -8312598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -8312599.000000 Penalty: 5372.437988
	Iteration 80F: 3 clusters Score -8312599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -8312620.000000 Penalty: 5372.437988
	Iteration 81Q: 3 clusters Score -8312620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -8312606.500000 Penalty: 5372.437988
	Iteration 82Q: 3 clusters Score -8312606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -8312619.500000 Penalty: 5372.437988
	Iteration 83Q: 3 clusters Score -8312620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -8312626.000000 Penalty: 5372.437988
	Iteration 84Q: 3 clusters Score -8312626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -8312627.000000 Penalty: 5372.437988
	Iteration 85Q: 3 clusters Score -8312627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -8312624.500000 Penalty: 5372.437988
	Iteration 86Q: 3 clusters Score -8312624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -8312618.000000 Penalty: 5372.437988
	Iteration 87Q: 3 clusters Score -8312618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -8312625.500000 Penalty: 5372.437988
	Iteration 88Q: 3 clusters Score -8312626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -8312628.500000 Penalty: 5372.437988
	Iteration 89Q: 3 clusters Score -8312628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -8312632.500000 Penalty: 5372.437988
	Iteration 90Q: 3 clusters Score -8312632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -8312634.500000 Penalty: 5372.437988
	Iteration 91Q: 3 clusters Score -8312634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -8312626.000000 Penalty: 5372.437988
	Iteration 92Q: 3 clusters Score -8312626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -8312626.000000 Penalty: 5372.437988
	Iteration 93F: 3 clusters Score -8312626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -94036.226562 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -94036.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92458.234375 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -92458.23 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -92959.335938 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -92959.34 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -93389.898438 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -93389.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -93586.046875 Penalty: 3209.516602
	Iteration 3F: 3 clusters Score -93586.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -93734.828125 Penalty: 3209.516602
	Iteration 4F: 3 clusters Score -93734.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -93791.890625 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -93791.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -93807.039062 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -93807.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -93831.632812 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -93831.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -93843.562500 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -93843.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -93848.781250 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -93848.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -93862.304688 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -93862.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -93865.765625 Penalty: 3209.516602
	Iteration 11Q: 3 clusters Score -93865.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -93866.773438 Penalty: 3209.516602
	Iteration 12Q: 3 clusters Score -93866.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -93870.171875 Penalty: 3209.516602
	Iteration 13Q: 3 clusters Score -93870.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -93870.171875 Penalty: 3209.516602
	Iteration 14F: 3 clusters Score -93870.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Entering Unmasked Estep 
Score: -1077143.125000 Penalty: 2174.181641
	Iteration 0F: 2 clusters Score -1077143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1071666.625000 Penalty: 4348.363281
	Iteration 0F: 3 clusters Score -1071667 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1073144.750000 Penalty: 4348.363281
	Iteration 1F: 3 clusters Score -1073145 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1073540.625000 Penalty: 4348.363281
	Iteration 2F: 3 clusters Score -1073541 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1073872.625000 Penalty: 4348.363281
	Iteration 3F: 3 clusters Score -1073873 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1074138.750000 Penalty: 4348.363281
	Iteration 4F: 3 clusters Score -1074139 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1074335.875000 Penalty: 4348.363281
	Iteration 5Q: 3 clusters Score -1074336 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1074496.625000 Penalty: 4348.363281
	Iteration 6Q: 3 clusters Score -1074497 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1074636.125000 Penalty: 4348.363281
	Iteration 7Q: 3 clusters Score -1074636 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1074765.250000 Penalty: 4348.363281
	Iteration 8Q: 3 clusters Score -1074765 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1074912.500000 Penalty: 4348.363281
	Iteration 9Q: 3 clusters Score -1074912 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1075104.875000 Penalty: 4348.363281
	Iteration 10Q: 3 clusters Score -1075105 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1075396.125000 Penalty: 4348.363281
	Iteration 11Q: 3 clusters Score -1075396 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1075870.250000 Penalty: 4348.363281
	Iteration 12F: 3 clusters Score -1075870 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1076518.375000 Penalty: 4348.363281
	Iteration 13F: 3 clusters Score -1076518 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1077025.000000 Penalty: 4348.363281
	Iteration 14F: 3 clusters Score -1077025 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1077328.750000 Penalty: 4348.363281
	Iteration 15Q: 3 clusters Score -1077329 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1077437.125000 Penalty: 4348.363281
	Iteration 16Q: 3 clusters Score -1077437 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1077467.250000 Penalty: 4348.363281
	Iteration 17Q: 3 clusters Score -1077467 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1077485.750000 Penalty: 4348.363281
	Iteration 18Q: 3 clusters Score -1077486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1077492.000000 Penalty: 4348.363281
	Iteration 19Q: 3 clusters Score -1077492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1077497.500000 Penalty: 4348.363281
	Iteration 20F: 3 clusters Score -1077498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1077500.500000 Penalty: 4348.363281
	Iteration 21Q: 3 clusters Score -1077500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1077500.125000 Penalty: 4348.363281
	Iteration 22Q: 3 clusters Score -1077500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1077502.500000 Penalty: 4348.363281
	Iteration 23Q: 3 clusters Score -1077502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1077503.875000 Penalty: 4348.363281
	Iteration 24Q: 3 clusters Score -1077504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1077503.000000 Penalty: 4348.363281
	Iteration 25Q: 3 clusters Score -1077503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1077504.125000 Penalty: 4348.363281
	Iteration 26Q: 3 clusters Score -1077504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1077504.125000 Penalty: 4348.363281
	Iteration 27F: 3 clusters Score -1077504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12965 members 
Mstep: Class 4 contains 12016 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 11090 members 
Mstep: Class 7 contains 11908 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 12712 members 
Mstep: Class 10 contains 13747 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 6187 members 
Mstep: Class 14 contains 54617 members 
Mstep: Class 15 contains 11277 members 
Mstep: Class 16 contains 71365 members 
Mstep: Class 17 contains 60959 members 
Mstep: Class 18 contains 5480 members 
Mstep: Class 19 contains 6575 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12025 members 
Mstep: Class 22 contains 50591 members 
Mstep: Class 23 contains 646 members 
Mstep: Class 24 contains 3864 members 
Mstep: Class 25 contains 1994 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2950 members 
Mstep: Class 30 contains 73827 members 
Mstep: Class 31 contains 25059 members 
Mstep: Class 32 contains 32436 members 
Mstep: Class 33 contains 28351 members 
Mstep: Class 34 contains 32898 members 
Mstep: Class 35 contains 4596 members 
Mstep: Class 36 contains 2297 members 
Mstep: Class 37 contains 4279 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7960 members 
Mstep: Class 40 contains 17013 members 
Mstep: Class 41 contains 7536 members 
Mstep: Class 42 contains 44284 members 
Mstep: Class 43 contains 4278 members 
Mstep: Class 44 contains 15834 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Mstep: Class 47 contains 2554 members 
Entering Unmasked Estep 
Score: -115037128.000000 Penalty: 156896.109375
Splitting cluster 24 changes total score from -115037704.000000 to -115037128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Entering Unmasked Estep 
Score: -314908.031250 Penalty: 1884.278687
	Iteration 0F: 2 clusters Score -314908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -312269.093750 Penalty: 3768.557373
	Iteration 0F: 3 clusters Score -312269.1 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -312775.687500 Penalty: 3768.557373
	Iteration 1F: 3 clusters Score -312775.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -312987.281250 Penalty: 3768.557373
	Iteration 2F: 3 clusters Score -312987.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -313187.843750 Penalty: 3768.557373
	Iteration 3F: 3 clusters Score -313187.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -313385.812500 Penalty: 3768.557373
	Iteration 4F: 3 clusters Score -313385.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -313606.281250 Penalty: 3768.557373
	Iteration 5F: 3 clusters Score -313606.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -313861.218750 Penalty: 3768.557373
	Iteration 6F: 3 clusters Score -313861.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -314049.218750 Penalty: 3768.557373
	Iteration 7Q: 3 clusters Score -314049.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -314168.500000 Penalty: 3768.557373
	Iteration 8Q: 3 clusters Score -314168.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -314236.562500 Penalty: 3768.557373
	Iteration 9Q: 3 clusters Score -314236.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -314278.125000 Penalty: 3768.557373
	Iteration 10Q: 3 clusters Score -314278.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -314307.312500 Penalty: 3768.557373
	Iteration 11Q: 3 clusters Score -314307.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -314331.031250 Penalty: 3768.557373
	Iteration 12Q: 3 clusters Score -314331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -314349.437500 Penalty: 3768.557373
	Iteration 13Q: 3 clusters Score -314349.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -314361.531250 Penalty: 3768.557373
	Iteration 14Q: 3 clusters Score -314361.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -314367.937500 Penalty: 3768.557373
	Iteration 15Q: 3 clusters Score -314367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -314373.968750 Penalty: 3768.557373
	Iteration 16Q: 3 clusters Score -314374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -314383.437500 Penalty: 3768.557373
	Iteration 17Q: 3 clusters Score -314383.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -314395.968750 Penalty: 3768.557373
	Iteration 18Q: 3 clusters Score -314396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -314416.531250 Penalty: 3768.557373
	Iteration 19Q: 3 clusters Score -314416.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -314431.375000 Penalty: 3768.557373
	Iteration 20F: 3 clusters Score -314431.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -314444.593750 Penalty: 3768.557373
	Iteration 21Q: 3 clusters Score -314444.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -314471.968750 Penalty: 3768.557373
	Iteration 22Q: 3 clusters Score -314472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -314505.250000 Penalty: 3768.557373
	Iteration 23Q: 3 clusters Score -314505.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -314532.000000 Penalty: 3768.557373
	Iteration 24Q: 3 clusters Score -314532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -314543.687500 Penalty: 3768.557373
	Iteration 25Q: 3 clusters Score -314543.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -314551.312500 Penalty: 3768.557373
	Iteration 26Q: 3 clusters Score -314551.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -314554.625000 Penalty: 3768.557373
	Iteration 27Q: 3 clusters Score -314554.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -314555.468750 Penalty: 3768.557373
	Iteration 28Q: 3 clusters Score -314555.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -314555.468750 Penalty: 3768.557373
	Iteration 29F: 3 clusters Score -314555.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Entering Unmasked Estep 
Score: -1063505.250000 Penalty: 2175.184326
	Iteration 0F: 2 clusters Score -1063505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1058117.625000 Penalty: 4350.368652
	Iteration 0F: 3 clusters Score -1058118 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1059622.500000 Penalty: 4350.368652
	Iteration 1F: 3 clusters Score -1059622 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1059952.000000 Penalty: 4350.368652
	Iteration 2F: 3 clusters Score -1059952 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1060237.875000 Penalty: 4350.368652
	Iteration 3F: 3 clusters Score -1060238 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1060478.875000 Penalty: 4350.368652
	Iteration 4F: 3 clusters Score -1060479 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1060665.000000 Penalty: 4350.368652
	Iteration 5Q: 3 clusters Score -1060665 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1060829.375000 Penalty: 4350.368652
	Iteration 6Q: 3 clusters Score -1060829 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1060966.750000 Penalty: 4350.368652
	Iteration 7Q: 3 clusters Score -1060967 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1061072.000000 Penalty: 4350.368652
	Iteration 8Q: 3 clusters Score -1061072 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1061158.625000 Penalty: 4350.368652
	Iteration 9Q: 3 clusters Score -1061159 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1061250.125000 Penalty: 4350.368652
	Iteration 10Q: 3 clusters Score -1061250 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1061341.375000 Penalty: 4350.368652
	Iteration 11Q: 3 clusters Score -1061341 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1061457.750000 Penalty: 4350.368652
	Iteration 12Q: 3 clusters Score -1061458 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1061560.750000 Penalty: 4350.368652
	Iteration 13Q: 3 clusters Score -1061561 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1061666.625000 Penalty: 4350.368652
	Iteration 14Q: 3 clusters Score -1061667 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1061787.500000 Penalty: 4350.368652
	Iteration 15Q: 3 clusters Score -1061788 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1061888.750000 Penalty: 4350.368652
	Iteration 16Q: 3 clusters Score -1061889 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1061990.250000 Penalty: 4350.368652
	Iteration 17Q: 3 clusters Score -1061990 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1062082.000000 Penalty: 4350.368652
	Iteration 18Q: 3 clusters Score -1062082 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1062152.875000 Penalty: 4350.368652
	Iteration 19Q: 3 clusters Score -1062153 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1062214.625000 Penalty: 4350.368652
	Iteration 20F: 3 clusters Score -1062215 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1062268.625000 Penalty: 4350.368652
	Iteration 21Q: 3 clusters Score -1062269 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1062308.875000 Penalty: 4350.368652
	Iteration 22Q: 3 clusters Score -1062309 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1062341.375000 Penalty: 4350.368652
	Iteration 23Q: 3 clusters Score -1062341 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1062373.250000 Penalty: 4350.368652
	Iteration 24Q: 3 clusters Score -1062373 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1062401.625000 Penalty: 4350.368652
	Iteration 25Q: 3 clusters Score -1062402 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1062432.250000 Penalty: 4350.368652
	Iteration 26Q: 3 clusters Score -1062432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1062464.000000 Penalty: 4350.368652
	Iteration 27Q: 3 clusters Score -1062464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1062479.500000 Penalty: 4350.368652
	Iteration 28Q: 3 clusters Score -1062480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1062497.500000 Penalty: 4350.368652
	Iteration 29Q: 3 clusters Score -1062498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1062509.500000 Penalty: 4350.368652
	Iteration 30Q: 3 clusters Score -1062510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1062520.125000 Penalty: 4350.368652
	Iteration 31Q: 3 clusters Score -1062520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1062528.500000 Penalty: 4350.368652
	Iteration 32Q: 3 clusters Score -1062528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1062535.875000 Penalty: 4350.368652
	Iteration 33Q: 3 clusters Score -1062536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1062541.125000 Penalty: 4350.368652
	Iteration 34Q: 3 clusters Score -1062541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1062550.875000 Penalty: 4350.368652
	Iteration 35Q: 3 clusters Score -1062551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1062556.125000 Penalty: 4350.368652
	Iteration 36Q: 3 clusters Score -1062556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1062561.875000 Penalty: 4350.368652
	Iteration 37Q: 3 clusters Score -1062562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1062568.250000 Penalty: 4350.368652
	Iteration 38Q: 3 clusters Score -1062568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1062571.375000 Penalty: 4350.368652
	Iteration 39Q: 3 clusters Score -1062571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1062579.625000 Penalty: 4350.368652
	Iteration 40F: 3 clusters Score -1062580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1062580.875000 Penalty: 4350.368652
	Iteration 41Q: 3 clusters Score -1062581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1062582.875000 Penalty: 4350.368652
	Iteration 42Q: 3 clusters Score -1062583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1062590.875000 Penalty: 4350.368652
	Iteration 43Q: 3 clusters Score -1062591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1062596.500000 Penalty: 4350.368652
	Iteration 44Q: 3 clusters Score -1062596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1062607.125000 Penalty: 4350.368652
	Iteration 45Q: 3 clusters Score -1062607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1062615.375000 Penalty: 4350.368652
	Iteration 46Q: 3 clusters Score -1062615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1062626.125000 Penalty: 4350.368652
	Iteration 47Q: 3 clusters Score -1062626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1062633.875000 Penalty: 4350.368652
	Iteration 48Q: 3 clusters Score -1062634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1062638.625000 Penalty: 4350.368652
	Iteration 49Q: 3 clusters Score -1062639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1062651.750000 Penalty: 4350.368652
	Iteration 50Q: 3 clusters Score -1062652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1062659.875000 Penalty: 4350.368652
	Iteration 51Q: 3 clusters Score -1062660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1062668.500000 Penalty: 4350.368652
	Iteration 52Q: 3 clusters Score -1062668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1062679.000000 Penalty: 4350.368652
	Iteration 53Q: 3 clusters Score -1062679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1062689.125000 Penalty: 4350.368652
	Iteration 54Q: 3 clusters Score -1062689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1062692.375000 Penalty: 4350.368652
	Iteration 55Q: 3 clusters Score -1062692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1062699.125000 Penalty: 4350.368652
	Iteration 56Q: 3 clusters Score -1062699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1062703.875000 Penalty: 4350.368652
	Iteration 57Q: 3 clusters Score -1062704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1062709.375000 Penalty: 4350.368652
	Iteration 58Q: 3 clusters Score -1062709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1062711.750000 Penalty: 4350.368652
	Iteration 59Q: 3 clusters Score -1062712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1062712.500000 Penalty: 4350.368652
	Iteration 60F: 3 clusters Score -1062712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1062716.125000 Penalty: 4350.368652
	Iteration 61Q: 3 clusters Score -1062716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1062715.375000 Penalty: 4350.368652
	Iteration 62Q: 3 clusters Score -1062715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1062715.375000 Penalty: 4350.368652
	Iteration 63F: 3 clusters Score -1062715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Entering Unmasked Estep 
Score: -337662.218750 Penalty: 1895.583740
	Iteration 0F: 2 clusters Score -337662.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -334983.312500 Penalty: 3791.167480
	Iteration 0F: 3 clusters Score -334983.3 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -335517.375000 Penalty: 3791.167480
	Iteration 1F: 3 clusters Score -335517.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -335689.343750 Penalty: 3791.167480
	Iteration 2F: 3 clusters Score -335689.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -335814.750000 Penalty: 3791.167480
	Iteration 3F: 3 clusters Score -335814.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -335885.312500 Penalty: 3791.167480
	Iteration 4Q: 3 clusters Score -335885.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -335954.000000 Penalty: 3791.167480
	Iteration 5Q: 3 clusters Score -335954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -336008.968750 Penalty: 3791.167480
	Iteration 6Q: 3 clusters Score -336009 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -336050.562500 Penalty: 3791.167480
	Iteration 7Q: 3 clusters Score -336050.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -336090.812500 Penalty: 3791.167480
	Iteration 8Q: 3 clusters Score -336090.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -336129.250000 Penalty: 3791.167480
	Iteration 9Q: 3 clusters Score -336129.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -336167.593750 Penalty: 3791.167480
	Iteration 10Q: 3 clusters Score -336167.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -336196.593750 Penalty: 3791.167480
	Iteration 11Q: 3 clusters Score -336196.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -336229.937500 Penalty: 3791.167480
	Iteration 12Q: 3 clusters Score -336229.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -336290.031250 Penalty: 3791.167480
	Iteration 13Q: 3 clusters Score -336290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -336334.187500 Penalty: 3791.167480
	Iteration 14Q: 3 clusters Score -336334.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -336381.968750 Penalty: 3791.167480
	Iteration 15Q: 3 clusters Score -336382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -336431.062500 Penalty: 3791.167480
	Iteration 16Q: 3 clusters Score -336431.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -336470.718750 Penalty: 3791.167480
	Iteration 17Q: 3 clusters Score -336470.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -336505.250000 Penalty: 3791.167480
	Iteration 18Q: 3 clusters Score -336505.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -336532.000000 Penalty: 3791.167480
	Iteration 19Q: 3 clusters Score -336532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -336557.656250 Penalty: 3791.167480
	Iteration 20F: 3 clusters Score -336557.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -336587.093750 Penalty: 3791.167480
	Iteration 21Q: 3 clusters Score -336587.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -336614.093750 Penalty: 3791.167480
	Iteration 22Q: 3 clusters Score -336614.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -336633.968750 Penalty: 3791.167480
	Iteration 23Q: 3 clusters Score -336634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -336650.000000 Penalty: 3791.167480
	Iteration 24Q: 3 clusters Score -336650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -336668.625000 Penalty: 3791.167480
	Iteration 25Q: 3 clusters Score -336668.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -336681.812500 Penalty: 3791.167480
	Iteration 26Q: 3 clusters Score -336681.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -336695.843750 Penalty: 3791.167480
	Iteration 27Q: 3 clusters Score -336695.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -336707.375000 Penalty: 3791.167480
	Iteration 28Q: 3 clusters Score -336707.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -336722.968750 Penalty: 3791.167480
	Iteration 29Q: 3 clusters Score -336723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -336737.375000 Penalty: 3791.167480
	Iteration 30Q: 3 clusters Score -336737.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -336748.718750 Penalty: 3791.167480
	Iteration 31Q: 3 clusters Score -336748.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -336762.406250 Penalty: 3791.167480
	Iteration 32Q: 3 clusters Score -336762.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -336769.562500 Penalty: 3791.167480
	Iteration 33Q: 3 clusters Score -336769.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -336773.343750 Penalty: 3791.167480
	Iteration 34Q: 3 clusters Score -336773.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -336778.718750 Penalty: 3791.167480
	Iteration 35Q: 3 clusters Score -336778.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -336784.375000 Penalty: 3791.167480
	Iteration 36Q: 3 clusters Score -336784.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -336789.406250 Penalty: 3791.167480
	Iteration 37Q: 3 clusters Score -336789.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -336794.062500 Penalty: 3791.167480
	Iteration 38Q: 3 clusters Score -336794.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -336795.218750 Penalty: 3791.167480
	Iteration 39Q: 3 clusters Score -336795.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -336795.218750 Penalty: 3791.167480
	Iteration 40F: 3 clusters Score -336795.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -143313.203125 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -143313.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -141445.125000 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -141445.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -141779.859375 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -141779.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -141903.250000 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -141903.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -141977.734375 Penalty: 3378.923096
	Iteration 3Q: 3 clusters Score -141977.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -142050.687500 Penalty: 3378.923096
	Iteration 4Q: 3 clusters Score -142050.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -142112.359375 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -142112.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -142164.937500 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -142164.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -142205.968750 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -142206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -142254.156250 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -142254.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -142294.187500 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -142294.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -142317.265625 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -142317.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -142369.515625 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -142369.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -142429.781250 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -142429.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -142510.406250 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -142510.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -142603.218750 Penalty: 3378.923096
	Iteration 14Q: 3 clusters Score -142603.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -142663.765625 Penalty: 3378.923096
	Iteration 15Q: 3 clusters Score -142663.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -142703.906250 Penalty: 3378.923096
	Iteration 16Q: 3 clusters Score -142703.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -142721.015625 Penalty: 3378.923096
	Iteration 17Q: 3 clusters Score -142721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -142738.125000 Penalty: 3378.923096
	Iteration 18Q: 3 clusters Score -142738.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -142750.031250 Penalty: 3378.923096
	Iteration 19Q: 3 clusters Score -142750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -142755.421875 Penalty: 3378.923096
	Iteration 20F: 3 clusters Score -142755.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -142774.468750 Penalty: 3378.923096
	Iteration 21Q: 3 clusters Score -142774.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -142777.531250 Penalty: 3378.923096
	Iteration 22Q: 3 clusters Score -142777.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -142779.046875 Penalty: 3378.923096
	Iteration 23Q: 3 clusters Score -142779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -142779.046875 Penalty: 3378.923096
	Iteration 24F: 3 clusters Score -142779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Entering Unmasked Estep 
Score: -493819.625000 Penalty: 1981.411011
	Iteration 0F: 2 clusters Score -493819.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -490576.375000 Penalty: 3962.822021
	Iteration 0F: 3 clusters Score -490576.4 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -491240.781250 Penalty: 3962.822021
	Iteration 1F: 3 clusters Score -491240.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -491435.625000 Penalty: 3962.822021
	Iteration 2F: 3 clusters Score -491435.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -491560.875000 Penalty: 3962.822021
	Iteration 3F: 3 clusters Score -491560.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -491642.125000 Penalty: 3962.822021
	Iteration 4Q: 3 clusters Score -491642.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -491726.718750 Penalty: 3962.822021
	Iteration 5Q: 3 clusters Score -491726.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -491805.312500 Penalty: 3962.822021
	Iteration 6Q: 3 clusters Score -491805.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -491875.375000 Penalty: 3962.822021
	Iteration 7Q: 3 clusters Score -491875.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -491939.250000 Penalty: 3962.822021
	Iteration 8Q: 3 clusters Score -491939.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -491999.406250 Penalty: 3962.822021
	Iteration 9Q: 3 clusters Score -491999.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -492073.593750 Penalty: 3962.822021
	Iteration 10Q: 3 clusters Score -492073.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -492164.937500 Penalty: 3962.822021
	Iteration 11Q: 3 clusters Score -492164.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -492237.593750 Penalty: 3962.822021
	Iteration 12Q: 3 clusters Score -492237.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -492310.906250 Penalty: 3962.822021
	Iteration 13Q: 3 clusters Score -492310.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -492381.062500 Penalty: 3962.822021
	Iteration 14Q: 3 clusters Score -492381.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -492436.656250 Penalty: 3962.822021
	Iteration 15Q: 3 clusters Score -492436.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -492476.187500 Penalty: 3962.822021
	Iteration 16Q: 3 clusters Score -492476.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -492511.062500 Penalty: 3962.822021
	Iteration 17Q: 3 clusters Score -492511.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -492541.375000 Penalty: 3962.822021
	Iteration 18Q: 3 clusters Score -492541.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -492556.937500 Penalty: 3962.822021
	Iteration 19Q: 3 clusters Score -492556.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -492567.343750 Penalty: 3962.822021
	Iteration 20F: 3 clusters Score -492567.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -492574.000000 Penalty: 3962.822021
	Iteration 21Q: 3 clusters Score -492574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -492576.968750 Penalty: 3962.822021
	Iteration 22Q: 3 clusters Score -492577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -492581.125000 Penalty: 3962.822021
	Iteration 23Q: 3 clusters Score -492581.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -492583.437500 Penalty: 3962.822021
	Iteration 24Q: 3 clusters Score -492583.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -492587.250000 Penalty: 3962.822021
	Iteration 25Q: 3 clusters Score -492587.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -492588.437500 Penalty: 3962.822021
	Iteration 26Q: 3 clusters Score -492588.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -492591.093750 Penalty: 3962.822021
	Iteration 27Q: 3 clusters Score -492591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -492593.187500 Penalty: 3962.822021
	Iteration 28Q: 3 clusters Score -492593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -492594.312500 Penalty: 3962.822021
	Iteration 29Q: 3 clusters Score -492594.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -492594.312500 Penalty: 3962.822021
	Iteration 30F: 3 clusters Score -492594.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (73827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73827 members 
Entering Unmasked Estep 
Score: -12501705.000000 Penalty: 2779.950928
	Iteration 0F: 2 clusters Score -1.25017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -12455580.000000 Penalty: 5559.901855
	Iteration 0F: 3 clusters Score -1.245558e+07 nChanged 34633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -12475529.000000 Penalty: 5559.901855
	Iteration 1F: 3 clusters Score -1.247553e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -12476588.000000 Penalty: 5559.901855
	Iteration 2Q: 3 clusters Score -1.247659e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -12477820.000000 Penalty: 5559.901855
	Iteration 3Q: 3 clusters Score -1.247782e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -12479274.000000 Penalty: 5559.901855
	Iteration 4Q: 3 clusters Score -1.247927e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -12481091.000000 Penalty: 5559.901855
	Iteration 5Q: 3 clusters Score -1.248109e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -12483270.000000 Penalty: 5559.901855
	Iteration 6F: 3 clusters Score -1.248327e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -12485432.000000 Penalty: 5559.901855
	Iteration 7F: 3 clusters Score -1.248543e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -12487431.000000 Penalty: 5559.901855
	Iteration 8Q: 3 clusters Score -1.248743e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -12488838.000000 Penalty: 5559.901855
	Iteration 9Q: 3 clusters Score -1.248884e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -12489627.000000 Penalty: 5559.901855
	Iteration 10Q: 3 clusters Score -1.248963e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -12489967.000000 Penalty: 5559.901855
	Iteration 11Q: 3 clusters Score -1.248997e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -12490167.000000 Penalty: 5559.901855
	Iteration 12Q: 3 clusters Score -1.249017e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -12490311.000000 Penalty: 5559.901855
	Iteration 13Q: 3 clusters Score -1.249031e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -12490330.000000 Penalty: 5559.901855
	Iteration 14Q: 3 clusters Score -1.249033e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -12490310.000000 Penalty: 5559.901855
	Iteration 15Q: 3 clusters Score -1.249031e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -12490398.000000 Penalty: 5559.901855
	Iteration 16Q: 3 clusters Score -1.24904e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -12490455.000000 Penalty: 5559.901855
	Iteration 17Q: 3 clusters Score -1.249046e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -12490538.000000 Penalty: 5559.901855
	Iteration 18Q: 3 clusters Score -1.249054e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -12490554.000000 Penalty: 5559.901855
	Iteration 19Q: 3 clusters Score -1.249055e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -12490536.000000 Penalty: 5559.901855
	Iteration 20F: 3 clusters Score -1.249054e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -12490567.000000 Penalty: 5559.901855
	Iteration 21Q: 3 clusters Score -1.249057e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -12490593.000000 Penalty: 5559.901855
	Iteration 22Q: 3 clusters Score -1.249059e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -12490641.000000 Penalty: 5559.901855
	Iteration 23Q: 3 clusters Score -1.249064e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -12490713.000000 Penalty: 5559.901855
	Iteration 24Q: 3 clusters Score -1.249071e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -12490754.000000 Penalty: 5559.901855
	Iteration 25Q: 3 clusters Score -1.249075e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -12490786.000000 Penalty: 5559.901855
	Iteration 26Q: 3 clusters Score -1.249079e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -12490810.000000 Penalty: 5559.901855
	Iteration 27Q: 3 clusters Score -1.249081e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -12490861.000000 Penalty: 5559.901855
	Iteration 28Q: 3 clusters Score -1.249086e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -12490882.000000 Penalty: 5559.901855
	Iteration 29Q: 3 clusters Score -1.249088e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -12490898.000000 Penalty: 5559.901855
	Iteration 30Q: 3 clusters Score -1.24909e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -12490885.000000 Penalty: 5559.901855
	Iteration 31Q: 3 clusters Score -1.249088e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -12490887.000000 Penalty: 5559.901855
	Iteration 32Q: 3 clusters Score -1.249089e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -12490909.000000 Penalty: 5559.901855
	Iteration 33Q: 3 clusters Score -1.249091e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -12490924.000000 Penalty: 5559.901855
	Iteration 34Q: 3 clusters Score -1.249092e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -12490929.000000 Penalty: 5559.901855
	Iteration 35Q: 3 clusters Score -1.249093e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -12490948.000000 Penalty: 5559.901855
	Iteration 36Q: 3 clusters Score -1.249095e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -12490917.000000 Penalty: 5559.901855
	Iteration 37Q: 3 clusters Score -1.249092e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -12490890.000000 Penalty: 5559.901855
	Iteration 38Q: 3 clusters Score -1.249089e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -12490921.000000 Penalty: 5559.901855
	Iteration 39Q: 3 clusters Score -1.249092e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -12490923.000000 Penalty: 5559.901855
	Iteration 40F: 3 clusters Score -1.249092e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -12491000.000000 Penalty: 5559.901855
	Iteration 41Q: 3 clusters Score -1.2491e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -12491005.000000 Penalty: 5559.901855
	Iteration 42Q: 3 clusters Score -1.2491e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -12491056.000000 Penalty: 5559.901855
	Iteration 43Q: 3 clusters Score -1.249106e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -12491071.000000 Penalty: 5559.901855
	Iteration 44Q: 3 clusters Score -1.249107e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -12491079.000000 Penalty: 5559.901855
	Iteration 45Q: 3 clusters Score -1.249108e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -12491093.000000 Penalty: 5559.901855
	Iteration 46Q: 3 clusters Score -1.249109e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -12491158.000000 Penalty: 5559.901855
	Iteration 47Q: 3 clusters Score -1.249116e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -12491183.000000 Penalty: 5559.901855
	Iteration 48Q: 3 clusters Score -1.249118e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -12491187.000000 Penalty: 5559.901855
	Iteration 49Q: 3 clusters Score -1.249119e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -12491170.000000 Penalty: 5559.901855
	Iteration 50Q: 3 clusters Score -1.249117e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -12491211.000000 Penalty: 5559.901855
	Iteration 51Q: 3 clusters Score -1.249121e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -12491199.000000 Penalty: 5559.901855
	Iteration 52Q: 3 clusters Score -1.24912e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -12491235.000000 Penalty: 5559.901855
	Iteration 53Q: 3 clusters Score -1.249124e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -12491291.000000 Penalty: 5559.901855
	Iteration 54Q: 3 clusters Score -1.249129e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -12491337.000000 Penalty: 5559.901855
	Iteration 55Q: 3 clusters Score -1.249134e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -12491384.000000 Penalty: 5559.901855
	Iteration 56Q: 3 clusters Score -1.249138e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -12491393.000000 Penalty: 5559.901855
	Iteration 57Q: 3 clusters Score -1.249139e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -12491403.000000 Penalty: 5559.901855
	Iteration 58Q: 3 clusters Score -1.24914e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -12491430.000000 Penalty: 5559.901855
	Iteration 59Q: 3 clusters Score -1.249143e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -12491468.000000 Penalty: 5559.901855
	Iteration 60F: 3 clusters Score -1.249147e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -12491465.000000 Penalty: 5559.901855
	Iteration 61Q: 3 clusters Score -1.249146e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -12491501.000000 Penalty: 5559.901855
	Iteration 62Q: 3 clusters Score -1.24915e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -12491497.000000 Penalty: 5559.901855
	Iteration 63Q: 3 clusters Score -1.24915e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -12491555.000000 Penalty: 5559.901855
	Iteration 64Q: 3 clusters Score -1.249156e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -12491560.000000 Penalty: 5559.901855
	Iteration 65Q: 3 clusters Score -1.249156e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -12491649.000000 Penalty: 5559.901855
	Iteration 66Q: 3 clusters Score -1.249165e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -12491622.000000 Penalty: 5559.901855
	Iteration 67Q: 3 clusters Score -1.249162e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -12491650.000000 Penalty: 5559.901855
	Iteration 68Q: 3 clusters Score -1.249165e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -12491639.000000 Penalty: 5559.901855
	Iteration 69Q: 3 clusters Score -1.249164e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -12491658.000000 Penalty: 5559.901855
	Iteration 70Q: 3 clusters Score -1.249166e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -12491666.000000 Penalty: 5559.901855
	Iteration 71Q: 3 clusters Score -1.249167e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -12491702.000000 Penalty: 5559.901855
	Iteration 72Q: 3 clusters Score -1.24917e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -12491722.000000 Penalty: 5559.901855
	Iteration 73Q: 3 clusters Score -1.249172e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -12491751.000000 Penalty: 5559.901855
	Iteration 74Q: 3 clusters Score -1.249175e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -12491741.000000 Penalty: 5559.901855
	Iteration 75Q: 3 clusters Score -1.249174e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -12491751.000000 Penalty: 5559.901855
	Iteration 76Q: 3 clusters Score -1.249175e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -12491769.000000 Penalty: 5559.901855
	Iteration 77Q: 3 clusters Score -1.249177e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -12491761.000000 Penalty: 5559.901855
	Iteration 78Q: 3 clusters Score -1.249176e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -12491746.000000 Penalty: 5559.901855
	Iteration 79Q: 3 clusters Score -1.249175e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -12491757.000000 Penalty: 5559.901855
	Iteration 80F: 3 clusters Score -1.249176e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -12491732.000000 Penalty: 5559.901855
	Iteration 81Q: 3 clusters Score -1.249173e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -12491736.000000 Penalty: 5559.901855
	Iteration 82Q: 3 clusters Score -1.249174e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -12491740.000000 Penalty: 5559.901855
	Iteration 83Q: 3 clusters Score -1.249174e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -12491739.000000 Penalty: 5559.901855
	Iteration 84Q: 3 clusters Score -1.249174e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -12491740.000000 Penalty: 5559.901855
	Iteration 85Q: 3 clusters Score -1.249174e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -12491774.000000 Penalty: 5559.901855
	Iteration 86Q: 3 clusters Score -1.249177e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -12491785.000000 Penalty: 5559.901855
	Iteration 87Q: 3 clusters Score -1.249178e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -12491805.000000 Penalty: 5559.901855
	Iteration 88Q: 3 clusters Score -1.24918e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -12491821.000000 Penalty: 5559.901855
	Iteration 89Q: 3 clusters Score -1.249182e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -12491828.000000 Penalty: 5559.901855
	Iteration 90Q: 3 clusters Score -1.249183e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -12491870.000000 Penalty: 5559.901855
	Iteration 91Q: 3 clusters Score -1.249187e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -12491891.000000 Penalty: 5559.901855
	Iteration 92Q: 3 clusters Score -1.249189e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -12491901.000000 Penalty: 5559.901855
	Iteration 93Q: 3 clusters Score -1.24919e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -12491910.000000 Penalty: 5559.901855
	Iteration 94Q: 3 clusters Score -1.249191e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -12491940.000000 Penalty: 5559.901855
	Iteration 95Q: 3 clusters Score -1.249194e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -12491969.000000 Penalty: 5559.901855
	Iteration 96Q: 3 clusters Score -1.249197e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -12491984.000000 Penalty: 5559.901855
	Iteration 97Q: 3 clusters Score -1.249198e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -12491993.000000 Penalty: 5559.901855
	Iteration 98Q: 3 clusters Score -1.249199e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -12491992.000000 Penalty: 5559.901855
	Iteration 99Q: 3 clusters Score -1.249199e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -12492027.000000 Penalty: 5559.901855
	Iteration 100F: 3 clusters Score -1.249203e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -12492025.000000 Penalty: 5559.901855
	Iteration 101Q: 3 clusters Score -1.249202e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -12492110.000000 Penalty: 5559.901855
	Iteration 102Q: 3 clusters Score -1.249211e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -12492183.000000 Penalty: 5559.901855
	Iteration 103Q: 3 clusters Score -1.249218e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -12492176.000000 Penalty: 5559.901855
	Iteration 104Q: 3 clusters Score -1.249218e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -12492242.000000 Penalty: 5559.901855
	Iteration 105Q: 3 clusters Score -1.249224e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
Score: -12492259.000000 Penalty: 5559.901855
	Iteration 106Q: 3 clusters Score -1.249226e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -12492291.000000 Penalty: 5559.901855
	Iteration 107Q: 3 clusters Score -1.249229e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 50326 members 
Entering Unmasked Estep 
Score: -12492293.000000 Penalty: 5559.901855
	Iteration 108Q: 3 clusters Score -1.249229e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -12492340.000000 Penalty: 5559.901855
	Iteration 109Q: 3 clusters Score -1.249234e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -12492390.000000 Penalty: 5559.901855
	Iteration 110Q: 3 clusters Score -1.249239e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -12492417.000000 Penalty: 5559.901855
	Iteration 111Q: 3 clusters Score -1.249242e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -12492487.000000 Penalty: 5559.901855
	Iteration 112Q: 3 clusters Score -1.249249e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -12492545.000000 Penalty: 5559.901855
	Iteration 113Q: 3 clusters Score -1.249254e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 52036 members 
Entering Unmasked Estep 
Score: -12492561.000000 Penalty: 5559.901855
	Iteration 114Q: 3 clusters Score -1.249256e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -12492676.000000 Penalty: 5559.901855
	Iteration 115Q: 3 clusters Score -1.249268e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -12492733.000000 Penalty: 5559.901855
	Iteration 116Q: 3 clusters Score -1.249273e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 53081 members 
Entering Unmasked Estep 
Score: -12492773.000000 Penalty: 5559.901855
	Iteration 117Q: 3 clusters Score -1.249277e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 53456 members 
Entering Unmasked Estep 
Score: -12492804.000000 Penalty: 5559.901855
	Iteration 118Q: 3 clusters Score -1.24928e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -12492862.000000 Penalty: 5559.901855
	Iteration 119Q: 3 clusters Score -1.249286e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 54210 members 
Entering Unmasked Estep 
Score: -12492915.000000 Penalty: 5559.901855
	Iteration 120F: 3 clusters Score -1.249292e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -12493035.000000 Penalty: 5559.901855
	Iteration 121Q: 3 clusters Score -1.249304e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 55027 members 
Entering Unmasked Estep 
Score: -12493180.000000 Penalty: 5559.901855
	Iteration 122Q: 3 clusters Score -1.249318e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 55469 members 
Entering Unmasked Estep 
Score: -12493254.000000 Penalty: 5559.901855
	Iteration 123Q: 3 clusters Score -1.249325e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -12493388.000000 Penalty: 5559.901855
	Iteration 124Q: 3 clusters Score -1.249339e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -12493494.000000 Penalty: 5559.901855
	Iteration 125Q: 3 clusters Score -1.249349e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 56954 members 
Entering Unmasked Estep 
Score: -12493616.000000 Penalty: 5559.901855
	Iteration 126Q: 3 clusters Score -1.249362e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 57513 members 
Entering Unmasked Estep 
Score: -12493767.000000 Penalty: 5559.901855
	Iteration 127Q: 3 clusters Score -1.249377e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -12493971.000000 Penalty: 5559.901855
	Iteration 128Q: 3 clusters Score -1.249397e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 58719 members 
Entering Unmasked Estep 
Score: -12494143.000000 Penalty: 5559.901855
	Iteration 129Q: 3 clusters Score -1.249414e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -12494355.000000 Penalty: 5559.901855
	Iteration 130Q: 3 clusters Score -1.249436e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -12494568.000000 Penalty: 5559.901855
	Iteration 131Q: 3 clusters Score -1.249457e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -12494802.000000 Penalty: 5559.901855
	Iteration 132Q: 3 clusters Score -1.24948e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 61410 members 
Entering Unmasked Estep 
Score: -12494996.000000 Penalty: 5559.901855
	Iteration 133Q: 3 clusters Score -1.2495e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 62121 members 
Entering Unmasked Estep 
Score: -12495250.000000 Penalty: 5559.901855
	Iteration 134Q: 3 clusters Score -1.249525e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -12495493.000000 Penalty: 5559.901855
	Iteration 135Q: 3 clusters Score -1.249549e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 63511 members 
Entering Unmasked Estep 
Score: -12495788.000000 Penalty: 5559.901855
	Iteration 136Q: 3 clusters Score -1.249579e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -12496098.000000 Penalty: 5559.901855
	Iteration 137Q: 3 clusters Score -1.24961e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 64953 members 
Entering Unmasked Estep 
Score: -12496392.000000 Penalty: 5559.901855
	Iteration 138Q: 3 clusters Score -1.249639e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -12496742.000000 Penalty: 5559.901855
	Iteration 139Q: 3 clusters Score -1.249674e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 66330 members 
Entering Unmasked Estep 
Score: -12497096.000000 Penalty: 5559.901855
	Iteration 140F: 3 clusters Score -1.24971e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 66982 members 
Entering Unmasked Estep 
Score: -12497453.000000 Penalty: 5559.901855
	Iteration 141Q: 3 clusters Score -1.249745e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 67601 members 
Entering Unmasked Estep 
Score: -12497751.000000 Penalty: 5559.901855
	Iteration 142Q: 3 clusters Score -1.249775e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 68132 members 
Entering Unmasked Estep 
Score: -12497994.000000 Penalty: 5559.901855
	Iteration 143Q: 3 clusters Score -1.249799e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 68609 members 
Entering Unmasked Estep 
Score: -12498262.000000 Penalty: 5559.901855
	Iteration 144Q: 3 clusters Score -1.249826e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 69036 members 
Entering Unmasked Estep 
Score: -12498522.000000 Penalty: 5559.901855
	Iteration 145Q: 3 clusters Score -1.249852e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 69400 members 
Entering Unmasked Estep 
Score: -12498629.000000 Penalty: 5559.901855
	Iteration 146Q: 3 clusters Score -1.249863e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 69720 members 
Entering Unmasked Estep 
Score: -12498808.000000 Penalty: 5559.901855
	Iteration 147Q: 3 clusters Score -1.249881e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
Score: -12498920.000000 Penalty: 5559.901855
	Iteration 148Q: 3 clusters Score -1.249892e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 70198 members 
Entering Unmasked Estep 
Score: -12499068.000000 Penalty: 5559.901855
	Iteration 149Q: 3 clusters Score -1.249907e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 70420 members 
Entering Unmasked Estep 
Score: -12499193.000000 Penalty: 5559.901855
	Iteration 150Q: 3 clusters Score -1.249919e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 70603 members 
Entering Unmasked Estep 
Score: -12499292.000000 Penalty: 5559.901855
	Iteration 151Q: 3 clusters Score -1.249929e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 70780 members 
Entering Unmasked Estep 
Score: -12499430.000000 Penalty: 5559.901855
	Iteration 152Q: 3 clusters Score -1.249943e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 70938 members 
Entering Unmasked Estep 
Score: -12499505.000000 Penalty: 5559.901855
	Iteration 153Q: 3 clusters Score -1.24995e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 71052 members 
Entering Unmasked Estep 
Score: -12499538.000000 Penalty: 5559.901855
	Iteration 154Q: 3 clusters Score -1.249954e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 71147 members 
Entering Unmasked Estep 
Score: -12499561.000000 Penalty: 5559.901855
	Iteration 155Q: 3 clusters Score -1.249956e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 71229 members 
Entering Unmasked Estep 
Score: -12499592.000000 Penalty: 5559.901855
	Iteration 156Q: 3 clusters Score -1.249959e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 71305 members 
Entering Unmasked Estep 
Score: -12499651.000000 Penalty: 5559.901855
	Iteration 157Q: 3 clusters Score -1.249965e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 71359 members 
Entering Unmasked Estep 
Score: -12499649.000000 Penalty: 5559.901855
	Iteration 158Q: 3 clusters Score -1.249965e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 71425 members 
Entering Unmasked Estep 
Score: -12499676.000000 Penalty: 5559.901855
	Iteration 159Q: 3 clusters Score -1.249968e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -12499704.000000 Penalty: 5559.901855
	Iteration 160F: 3 clusters Score -1.24997e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 71547 members 
Entering Unmasked Estep 
Score: -12499748.000000 Penalty: 5559.901855
	Iteration 161Q: 3 clusters Score -1.249975e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 71589 members 
Entering Unmasked Estep 
Score: -12499792.000000 Penalty: 5559.901855
	Iteration 162Q: 3 clusters Score -1.249979e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 71626 members 
Entering Unmasked Estep 
Score: -12499800.000000 Penalty: 5559.901855
	Iteration 163Q: 3 clusters Score -1.24998e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 71657 members 
Entering Unmasked Estep 
Score: -12499825.000000 Penalty: 5559.901855
	Iteration 164Q: 3 clusters Score -1.249982e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 71678 members 
Entering Unmasked Estep 
Score: -12499854.000000 Penalty: 5559.901855
	Iteration 165Q: 3 clusters Score -1.249985e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 71693 members 
Entering Unmasked Estep 
Score: -12499848.000000 Penalty: 5559.901855
	Iteration 166Q: 3 clusters Score -1.249985e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 71708 members 
Entering Unmasked Estep 
Score: -12499838.000000 Penalty: 5559.901855
	Iteration 167Q: 3 clusters Score -1.249984e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 71722 members 
Entering Unmasked Estep 
Score: -12499843.000000 Penalty: 5559.901855
	Iteration 168Q: 3 clusters Score -1.249984e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 71726 members 
Entering Unmasked Estep 
Score: -12499837.000000 Penalty: 5559.901855
	Iteration 169Q: 3 clusters Score -1.249984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -12499835.000000 Penalty: 5559.901855
	Iteration 170Q: 3 clusters Score -1.249984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 71737 members 
Entering Unmasked Estep 
Score: -12499834.000000 Penalty: 5559.901855
	Iteration 171Q: 3 clusters Score -1.249983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 71742 members 
Entering Unmasked Estep 
Score: -12499835.000000 Penalty: 5559.901855
	Iteration 172Q: 3 clusters Score -1.249984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 71747 members 
Entering Unmasked Estep 
Score: -12499833.000000 Penalty: 5559.901855
	Iteration 173Q: 3 clusters Score -1.249983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 71753 members 
Entering Unmasked Estep 
Score: -12499830.000000 Penalty: 5559.901855
	Iteration 174Q: 3 clusters Score -1.249983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 71753 members 
Entering Unmasked Estep 
Score: -12499830.000000 Penalty: 5559.901855
	Iteration 175F: 3 clusters Score -1.249983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Entering Unmasked Estep 
Score: -4281574.000000 Penalty: 2511.989014
	Iteration 0F: 2 clusters Score -4281574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -4264364.000000 Penalty: 5023.978027
	Iteration 0F: 3 clusters Score -4264364 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -4270319.500000 Penalty: 5023.978027
	Iteration 1F: 3 clusters Score -4270320 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -4270844.000000 Penalty: 5023.978027
	Iteration 2F: 3 clusters Score -4270844 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -4271454.000000 Penalty: 5023.978027
	Iteration 3F: 3 clusters Score -4271454 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -4272285.500000 Penalty: 5023.978027
	Iteration 4F: 3 clusters Score -4272286 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -4273467.500000 Penalty: 5023.978027
	Iteration 5F: 3 clusters Score -4273468 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -4275074.000000 Penalty: 5023.978027
	Iteration 6F: 3 clusters Score -4275074 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -4276656.500000 Penalty: 5023.978027
	Iteration 7F: 3 clusters Score -4276656 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -4277944.000000 Penalty: 5023.978027
	Iteration 8F: 3 clusters Score -4277944 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -4278743.500000 Penalty: 5023.978027
	Iteration 9Q: 3 clusters Score -4278744 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -4279148.500000 Penalty: 5023.978027
	Iteration 10Q: 3 clusters Score -4279148 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4279372.000000 Penalty: 5023.978027
	Iteration 11Q: 3 clusters Score -4279372 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4279470.000000 Penalty: 5023.978027
	Iteration 12Q: 3 clusters Score -4279470 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4279541.500000 Penalty: 5023.978027
	Iteration 13Q: 3 clusters Score -4279542 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4279608.500000 Penalty: 5023.978027
	Iteration 14Q: 3 clusters Score -4279608 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4279657.500000 Penalty: 5023.978027
	Iteration 15Q: 3 clusters Score -4279658 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4279719.500000 Penalty: 5023.978027
	Iteration 16Q: 3 clusters Score -4279720 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4279779.500000 Penalty: 5023.978027
	Iteration 17Q: 3 clusters Score -4279780 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4279834.000000 Penalty: 5023.978027
	Iteration 18Q: 3 clusters Score -4279834 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4279860.500000 Penalty: 5023.978027
	Iteration 19Q: 3 clusters Score -4279860 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4279875.500000 Penalty: 5023.978027
	Iteration 20F: 3 clusters Score -4279876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4279904.500000 Penalty: 5023.978027
	Iteration 21Q: 3 clusters Score -4279904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4279903.500000 Penalty: 5023.978027
	Iteration 22Q: 3 clusters Score -4279904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4279911.000000 Penalty: 5023.978027
	Iteration 23Q: 3 clusters Score -4279911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4279914.500000 Penalty: 5023.978027
	Iteration 24Q: 3 clusters Score -4279914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4279911.500000 Penalty: 5023.978027
	Iteration 25Q: 3 clusters Score -4279912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4279914.000000 Penalty: 5023.978027
	Iteration 26Q: 3 clusters Score -4279914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4279914.000000 Penalty: 5023.978027
	Iteration 27Q: 3 clusters Score -4279914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4279920.000000 Penalty: 5023.978027
	Iteration 28Q: 3 clusters Score -4279920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4279923.000000 Penalty: 5023.978027
	Iteration 29Q: 3 clusters Score -4279923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4279921.500000 Penalty: 5023.978027
	Iteration 30Q: 3 clusters Score -4279922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4279925.500000 Penalty: 5023.978027
	Iteration 31Q: 3 clusters Score -4279926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4279931.000000 Penalty: 5023.978027
	Iteration 32Q: 3 clusters Score -4279931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4279930.000000 Penalty: 5023.978027
	Iteration 33Q: 3 clusters Score -4279930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4279935.500000 Penalty: 5023.978027
	Iteration 34Q: 3 clusters Score -4279936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4279936.000000 Penalty: 5023.978027
	Iteration 35Q: 3 clusters Score -4279936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4279940.000000 Penalty: 5023.978027
	Iteration 36Q: 3 clusters Score -4279940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4279940.000000 Penalty: 5023.978027
	Iteration 37F: 3 clusters Score -4279940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (32436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Entering Unmasked Estep 
Score: -5668156.500000 Penalty: 2575.981934
	Iteration 0F: 2 clusters Score -5668156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -5645876.000000 Penalty: 5151.963867
	Iteration 0F: 3 clusters Score -5645876 nChanged 14768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -5654031.500000 Penalty: 5151.963867
	Iteration 1F: 3 clusters Score -5654032 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -5654596.500000 Penalty: 5151.963867
	Iteration 2Q: 3 clusters Score -5654596 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -5655274.500000 Penalty: 5151.963867
	Iteration 3Q: 3 clusters Score -5655274 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -5656272.500000 Penalty: 5151.963867
	Iteration 4F: 3 clusters Score -5656272 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -5657623.500000 Penalty: 5151.963867
	Iteration 5F: 3 clusters Score -5657624 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -5659618.500000 Penalty: 5151.963867
	Iteration 6F: 3 clusters Score -5659618 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -5661942.000000 Penalty: 5151.963867
	Iteration 7F: 3 clusters Score -5661942 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -5663918.500000 Penalty: 5151.963867
	Iteration 8F: 3 clusters Score -5663918 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -5665057.000000 Penalty: 5151.963867
	Iteration 9Q: 3 clusters Score -5665057 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -5665496.500000 Penalty: 5151.963867
	Iteration 10Q: 3 clusters Score -5665496 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -5665657.000000 Penalty: 5151.963867
	Iteration 11Q: 3 clusters Score -5665657 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -5665776.500000 Penalty: 5151.963867
	Iteration 12Q: 3 clusters Score -5665776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -5665821.500000 Penalty: 5151.963867
	Iteration 13Q: 3 clusters Score -5665822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -5665843.000000 Penalty: 5151.963867
	Iteration 14Q: 3 clusters Score -5665843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -5665855.500000 Penalty: 5151.963867
	Iteration 15Q: 3 clusters Score -5665856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -5665858.500000 Penalty: 5151.963867
	Iteration 16Q: 3 clusters Score -5665858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -5665868.000000 Penalty: 5151.963867
	Iteration 17Q: 3 clusters Score -5665868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -5665868.000000 Penalty: 5151.963867
	Iteration 18Q: 3 clusters Score -5665868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -5665870.000000 Penalty: 5151.963867
	Iteration 19Q: 3 clusters Score -5665870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -5665878.500000 Penalty: 5151.963867
	Iteration 20F: 3 clusters Score -5665878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -5665882.500000 Penalty: 5151.963867
	Iteration 21Q: 3 clusters Score -5665882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -5665882.500000 Penalty: 5151.963867
	Iteration 22Q: 3 clusters Score -5665882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -5665892.000000 Penalty: 5151.963867
	Iteration 23Q: 3 clusters Score -5665892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -5665894.500000 Penalty: 5151.963867
	Iteration 24Q: 3 clusters Score -5665894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -5665899.500000 Penalty: 5151.963867
	Iteration 25Q: 3 clusters Score -5665900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -5665902.500000 Penalty: 5151.963867
	Iteration 26Q: 3 clusters Score -5665902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -5665902.500000 Penalty: 5151.963867
	Iteration 27Q: 3 clusters Score -5665902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -5665899.500000 Penalty: 5151.963867
	Iteration 28Q: 3 clusters Score -5665900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -5665899.500000 Penalty: 5151.963867
	Iteration 29F: 3 clusters Score -5665900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (28351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Entering Unmasked Estep 
Score: -4874268.500000 Penalty: 2542.599609
	Iteration 0F: 2 clusters Score -4874268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -4854705.500000 Penalty: 5085.199219
	Iteration 0F: 3 clusters Score -4854706 nChanged 12757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -4861743.500000 Penalty: 5085.199219
	Iteration 1F: 3 clusters Score -4861744 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -4862306.000000 Penalty: 5085.199219
	Iteration 2Q: 3 clusters Score -4862306 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -4863034.000000 Penalty: 5085.199219
	Iteration 3F: 3 clusters Score -4863034 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -4863987.000000 Penalty: 5085.199219
	Iteration 4F: 3 clusters Score -4863987 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -4865190.000000 Penalty: 5085.199219
	Iteration 5F: 3 clusters Score -4865190 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -4866567.500000 Penalty: 5085.199219
	Iteration 6F: 3 clusters Score -4866568 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -4867957.000000 Penalty: 5085.199219
	Iteration 7F: 3 clusters Score -4867957 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -4869104.500000 Penalty: 5085.199219
	Iteration 8F: 3 clusters Score -4869104 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -4869813.000000 Penalty: 5085.199219
	Iteration 9Q: 3 clusters Score -4869813 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -4870228.000000 Penalty: 5085.199219
	Iteration 10Q: 3 clusters Score -4870228 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -4870440.500000 Penalty: 5085.199219
	Iteration 11Q: 3 clusters Score -4870440 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -4870600.500000 Penalty: 5085.199219
	Iteration 12Q: 3 clusters Score -4870600 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -4870731.500000 Penalty: 5085.199219
	Iteration 13Q: 3 clusters Score -4870732 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -4870850.000000 Penalty: 5085.199219
	Iteration 14Q: 3 clusters Score -4870850 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -4870986.500000 Penalty: 5085.199219
	Iteration 15Q: 3 clusters Score -4870986 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -4871112.000000 Penalty: 5085.199219
	Iteration 16Q: 3 clusters Score -4871112 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -4871190.500000 Penalty: 5085.199219
	Iteration 17Q: 3 clusters Score -4871190 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -4871313.500000 Penalty: 5085.199219
	Iteration 18Q: 3 clusters Score -4871314 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -4871399.000000 Penalty: 5085.199219
	Iteration 19Q: 3 clusters Score -4871399 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -4871506.500000 Penalty: 5085.199219
	Iteration 20F: 3 clusters Score -4871506 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -4871588.000000 Penalty: 5085.199219
	Iteration 21Q: 3 clusters Score -4871588 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -4871649.000000 Penalty: 5085.199219
	Iteration 22Q: 3 clusters Score -4871649 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -4871719.000000 Penalty: 5085.199219
	Iteration 23Q: 3 clusters Score -4871719 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -4871795.000000 Penalty: 5085.199219
	Iteration 24Q: 3 clusters Score -4871795 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -4871861.000000 Penalty: 5085.199219
	Iteration 25Q: 3 clusters Score -4871861 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -4871917.500000 Penalty: 5085.199219
	Iteration 26Q: 3 clusters Score -4871918 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -4872001.500000 Penalty: 5085.199219
	Iteration 27Q: 3 clusters Score -4872002 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -4872053.000000 Penalty: 5085.199219
	Iteration 28Q: 3 clusters Score -4872053 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -4872105.000000 Penalty: 5085.199219
	Iteration 29Q: 3 clusters Score -4872105 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -4872145.500000 Penalty: 5085.199219
	Iteration 30Q: 3 clusters Score -4872146 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -4872191.500000 Penalty: 5085.199219
	Iteration 31Q: 3 clusters Score -4872192 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -4872233.500000 Penalty: 5085.199219
	Iteration 32Q: 3 clusters Score -4872234 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -4872278.500000 Penalty: 5085.199219
	Iteration 33Q: 3 clusters Score -4872278 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -4872309.000000 Penalty: 5085.199219
	Iteration 34Q: 3 clusters Score -4872309 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -4872343.000000 Penalty: 5085.199219
	Iteration 35Q: 3 clusters Score -4872343 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -4872366.000000 Penalty: 5085.199219
	Iteration 36Q: 3 clusters Score -4872366 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -4872376.500000 Penalty: 5085.199219
	Iteration 37Q: 3 clusters Score -4872376 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -4872395.500000 Penalty: 5085.199219
	Iteration 38Q: 3 clusters Score -4872396 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -4872429.500000 Penalty: 5085.199219
	Iteration 39Q: 3 clusters Score -4872430 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -4872460.000000 Penalty: 5085.199219
	Iteration 40F: 3 clusters Score -4872460 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -4872502.500000 Penalty: 5085.199219
	Iteration 41Q: 3 clusters Score -4872502 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4872526.000000 Penalty: 5085.199219
	Iteration 42Q: 3 clusters Score -4872526 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -4872565.000000 Penalty: 5085.199219
	Iteration 43Q: 3 clusters Score -4872565 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -4872595.500000 Penalty: 5085.199219
	Iteration 44Q: 3 clusters Score -4872596 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -4872612.500000 Penalty: 5085.199219
	Iteration 45Q: 3 clusters Score -4872612 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -4872630.500000 Penalty: 5085.199219
	Iteration 46Q: 3 clusters Score -4872630 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4872663.000000 Penalty: 5085.199219
	Iteration 47Q: 3 clusters Score -4872663 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4872660.000000 Penalty: 5085.199219
	Iteration 48Q: 3 clusters Score -4872660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -4872664.500000 Penalty: 5085.199219
	Iteration 49Q: 3 clusters Score -4872664 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4872685.500000 Penalty: 5085.199219
	Iteration 50Q: 3 clusters Score -4872686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -4872700.000000 Penalty: 5085.199219
	Iteration 51Q: 3 clusters Score -4872700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4872700.500000 Penalty: 5085.199219
	Iteration 52Q: 3 clusters Score -4872700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -4872713.000000 Penalty: 5085.199219
	Iteration 53Q: 3 clusters Score -4872713 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4872717.000000 Penalty: 5085.199219
	Iteration 54Q: 3 clusters Score -4872717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -4872705.000000 Penalty: 5085.199219
	Iteration 55Q: 3 clusters Score -4872705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4872713.000000 Penalty: 5085.199219
	Iteration 56Q: 3 clusters Score -4872713 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4872722.500000 Penalty: 5085.199219
	Iteration 57Q: 3 clusters Score -4872722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4872725.000000 Penalty: 5085.199219
	Iteration 58Q: 3 clusters Score -4872725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4872715.500000 Penalty: 5085.199219
	Iteration 59Q: 3 clusters Score -4872716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4872729.000000 Penalty: 5085.199219
	Iteration 60F: 3 clusters Score -4872729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -4872727.500000 Penalty: 5085.199219
	Iteration 61Q: 3 clusters Score -4872728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4872739.500000 Penalty: 5085.199219
	Iteration 62Q: 3 clusters Score -4872740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4872749.500000 Penalty: 5085.199219
	Iteration 63Q: 3 clusters Score -4872750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -4872759.000000 Penalty: 5085.199219
	Iteration 64Q: 3 clusters Score -4872759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4872764.000000 Penalty: 5085.199219
	Iteration 65Q: 3 clusters Score -4872764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4872771.500000 Penalty: 5085.199219
	Iteration 66Q: 3 clusters Score -4872772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4872766.500000 Penalty: 5085.199219
	Iteration 67Q: 3 clusters Score -4872766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4872762.500000 Penalty: 5085.199219
	Iteration 68Q: 3 clusters Score -4872762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4872766.000000 Penalty: 5085.199219
	Iteration 69Q: 3 clusters Score -4872766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4872778.500000 Penalty: 5085.199219
	Iteration 70Q: 3 clusters Score -4872778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4872782.500000 Penalty: 5085.199219
	Iteration 71Q: 3 clusters Score -4872782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -4872778.000000 Penalty: 5085.199219
	Iteration 72Q: 3 clusters Score -4872778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4872793.500000 Penalty: 5085.199219
	Iteration 73Q: 3 clusters Score -4872794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -4872796.500000 Penalty: 5085.199219
	Iteration 74Q: 3 clusters Score -4872796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4872797.000000 Penalty: 5085.199219
	Iteration 75Q: 3 clusters Score -4872797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4872807.500000 Penalty: 5085.199219
	Iteration 76Q: 3 clusters Score -4872808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4872806.500000 Penalty: 5085.199219
	Iteration 77Q: 3 clusters Score -4872806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4872811.000000 Penalty: 5085.199219
	Iteration 78Q: 3 clusters Score -4872811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4872812.500000 Penalty: 5085.199219
	Iteration 79Q: 3 clusters Score -4872812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4872811.500000 Penalty: 5085.199219
	Iteration 80F: 3 clusters Score -4872812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4872810.500000 Penalty: 5085.199219
	Iteration 81Q: 3 clusters Score -4872810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4872811.000000 Penalty: 5085.199219
	Iteration 82Q: 3 clusters Score -4872811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4872806.500000 Penalty: 5085.199219
	Iteration 83Q: 3 clusters Score -4872806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4872809.000000 Penalty: 5085.199219
	Iteration 84Q: 3 clusters Score -4872809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4872813.500000 Penalty: 5085.199219
	Iteration 85Q: 3 clusters Score -4872814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4872811.000000 Penalty: 5085.199219
	Iteration 86Q: 3 clusters Score -4872811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4872816.000000 Penalty: 5085.199219
	Iteration 87Q: 3 clusters Score -4872816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4872817.500000 Penalty: 5085.199219
	Iteration 88Q: 3 clusters Score -4872818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4872813.000000 Penalty: 5085.199219
	Iteration 89Q: 3 clusters Score -4872813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4872820.500000 Penalty: 5085.199219
	Iteration 90Q: 3 clusters Score -4872820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -4872821.000000 Penalty: 5085.199219
	Iteration 91Q: 3 clusters Score -4872821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4872819.500000 Penalty: 5085.199219
	Iteration 92Q: 3 clusters Score -4872820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4872819.500000 Penalty: 5085.199219
	Iteration 93F: 3 clusters Score -4872820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (32898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Entering Unmasked Estep 
Score: -5572645.500000 Penalty: 2579.489502
	Iteration 0F: 2 clusters Score -5572646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -5550336.000000 Penalty: 5158.979004
	Iteration 0F: 3 clusters Score -5550336 nChanged 14760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -5558486.000000 Penalty: 5158.979004
	Iteration 1F: 3 clusters Score -5558486 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -5559162.500000 Penalty: 5158.979004
	Iteration 2F: 3 clusters Score -5559162 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -5559944.500000 Penalty: 5158.979004
	Iteration 3F: 3 clusters Score -5559944 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -5560855.000000 Penalty: 5158.979004
	Iteration 4F: 3 clusters Score -5560855 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -5561945.000000 Penalty: 5158.979004
	Iteration 5F: 3 clusters Score -5561945 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -5563237.500000 Penalty: 5158.979004
	Iteration 6F: 3 clusters Score -5563238 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -5564569.000000 Penalty: 5158.979004
	Iteration 7F: 3 clusters Score -5564569 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -5565777.500000 Penalty: 5158.979004
	Iteration 8F: 3 clusters Score -5565778 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -5566983.500000 Penalty: 5158.979004
	Iteration 9Q: 3 clusters Score -5566984 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -5568260.500000 Penalty: 5158.979004
	Iteration 10Q: 3 clusters Score -5568260 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -5569727.000000 Penalty: 5158.979004
	Iteration 11Q: 3 clusters Score -5569727 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -5570998.000000 Penalty: 5158.979004
	Iteration 12Q: 3 clusters Score -5570998 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -5571623.000000 Penalty: 5158.979004
	Iteration 13Q: 3 clusters Score -5571623 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -5571893.500000 Penalty: 5158.979004
	Iteration 14Q: 3 clusters Score -5571894 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -5572080.500000 Penalty: 5158.979004
	Iteration 15Q: 3 clusters Score -5572080 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -5572196.500000 Penalty: 5158.979004
	Iteration 16Q: 3 clusters Score -5572196 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -5572279.500000 Penalty: 5158.979004
	Iteration 17Q: 3 clusters Score -5572280 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -5572337.000000 Penalty: 5158.979004
	Iteration 18Q: 3 clusters Score -5572337 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -5572390.000000 Penalty: 5158.979004
	Iteration 19Q: 3 clusters Score -5572390 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -5572424.500000 Penalty: 5158.979004
	Iteration 20F: 3 clusters Score -5572424 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -5572483.500000 Penalty: 5158.979004
	Iteration 21Q: 3 clusters Score -5572484 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -5572507.000000 Penalty: 5158.979004
	Iteration 22Q: 3 clusters Score -5572507 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -5572530.500000 Penalty: 5158.979004
	Iteration 23Q: 3 clusters Score -5572530 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -5572555.000000 Penalty: 5158.979004
	Iteration 24Q: 3 clusters Score -5572555 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -5572549.000000 Penalty: 5158.979004
	Iteration 25Q: 3 clusters Score -5572549 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -5572563.000000 Penalty: 5158.979004
	Iteration 26Q: 3 clusters Score -5572563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -5572580.500000 Penalty: 5158.979004
	Iteration 27Q: 3 clusters Score -5572580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -5572585.500000 Penalty: 5158.979004
	Iteration 28Q: 3 clusters Score -5572586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -5572586.500000 Penalty: 5158.979004
	Iteration 29Q: 3 clusters Score -5572586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -5572580.000000 Penalty: 5158.979004
	Iteration 30Q: 3 clusters Score -5572580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -5572590.000000 Penalty: 5158.979004
	Iteration 31Q: 3 clusters Score -5572590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -5572585.500000 Penalty: 5158.979004
	Iteration 32Q: 3 clusters Score -5572586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -5572592.000000 Penalty: 5158.979004
	Iteration 33Q: 3 clusters Score -5572592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -5572591.500000 Penalty: 5158.979004
	Iteration 34Q: 3 clusters Score -5572592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -5572592.500000 Penalty: 5158.979004
	Iteration 35Q: 3 clusters Score -5572592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -5572597.000000 Penalty: 5158.979004
	Iteration 36Q: 3 clusters Score -5572597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -5572591.000000 Penalty: 5158.979004
	Iteration 37Q: 3 clusters Score -5572591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -5572591.500000 Penalty: 5158.979004
	Iteration 38Q: 3 clusters Score -5572592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -5572588.000000 Penalty: 5158.979004
	Iteration 39Q: 3 clusters Score -5572588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -5572595.000000 Penalty: 5158.979004
	Iteration 40F: 3 clusters Score -5572595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -5572600.500000 Penalty: 5158.979004
	Iteration 41Q: 3 clusters Score -5572600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -5572597.000000 Penalty: 5158.979004
	Iteration 42Q: 3 clusters Score -5572597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -5572600.000000 Penalty: 5158.979004
	Iteration 43Q: 3 clusters Score -5572600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -5572602.500000 Penalty: 5158.979004
	Iteration 44Q: 3 clusters Score -5572602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -5572601.000000 Penalty: 5158.979004
	Iteration 45Q: 3 clusters Score -5572601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -5572594.000000 Penalty: 5158.979004
	Iteration 46Q: 3 clusters Score -5572594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -5572601.000000 Penalty: 5158.979004
	Iteration 47Q: 3 clusters Score -5572601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -5572600.500000 Penalty: 5158.979004
	Iteration 48Q: 3 clusters Score -5572600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -5572604.500000 Penalty: 5158.979004
	Iteration 49Q: 3 clusters Score -5572604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -5572595.000000 Penalty: 5158.979004
	Iteration 50Q: 3 clusters Score -5572595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -5572592.000000 Penalty: 5158.979004
	Iteration 51Q: 3 clusters Score -5572592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -5572594.500000 Penalty: 5158.979004
	Iteration 52Q: 3 clusters Score -5572594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -5572593.500000 Penalty: 5158.979004
	Iteration 53Q: 3 clusters Score -5572594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -5572589.000000 Penalty: 5158.979004
	Iteration 54Q: 3 clusters Score -5572589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -5572589.000000 Penalty: 5158.979004
	Iteration 55Q: 3 clusters Score -5572589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -5572590.500000 Penalty: 5158.979004
	Iteration 56Q: 3 clusters Score -5572590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -5572590.500000 Penalty: 5158.979004
	Iteration 57F: 3 clusters Score -5572590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Entering Unmasked Estep 
Score: -769228.062500 Penalty: 2091.369385
	Iteration 0F: 2 clusters Score -769228.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -764930.250000 Penalty: 4182.738770
	Iteration 0F: 3 clusters Score -764930.2 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -765894.000000 Penalty: 4182.738770
	Iteration 1F: 3 clusters Score -765894 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -766153.375000 Penalty: 4182.738770
	Iteration 2F: 3 clusters Score -766153.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -766354.437500 Penalty: 4182.738770
	Iteration 3F: 3 clusters Score -766354.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -766536.937500 Penalty: 4182.738770
	Iteration 4Q: 3 clusters Score -766536.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -766723.625000 Penalty: 4182.738770
	Iteration 5Q: 3 clusters Score -766723.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -766881.187500 Penalty: 4182.738770
	Iteration 6Q: 3 clusters Score -766881.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -767051.562500 Penalty: 4182.738770
	Iteration 7Q: 3 clusters Score -767051.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -767204.437500 Penalty: 4182.738770
	Iteration 8Q: 3 clusters Score -767204.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -767325.562500 Penalty: 4182.738770
	Iteration 9Q: 3 clusters Score -767325.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -767447.312500 Penalty: 4182.738770
	Iteration 10Q: 3 clusters Score -767447.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -767564.125000 Penalty: 4182.738770
	Iteration 11Q: 3 clusters Score -767564.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -767644.375000 Penalty: 4182.738770
	Iteration 12Q: 3 clusters Score -767644.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -767712.625000 Penalty: 4182.738770
	Iteration 13Q: 3 clusters Score -767712.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -767778.000000 Penalty: 4182.738770
	Iteration 14Q: 3 clusters Score -767778 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -767823.625000 Penalty: 4182.738770
	Iteration 15Q: 3 clusters Score -767823.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -767867.625000 Penalty: 4182.738770
	Iteration 16Q: 3 clusters Score -767867.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -767912.812500 Penalty: 4182.738770
	Iteration 17Q: 3 clusters Score -767912.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -767937.375000 Penalty: 4182.738770
	Iteration 18Q: 3 clusters Score -767937.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -767946.187500 Penalty: 4182.738770
	Iteration 19Q: 3 clusters Score -767946.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -767956.000000 Penalty: 4182.738770
	Iteration 20F: 3 clusters Score -767956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -767965.687500 Penalty: 4182.738770
	Iteration 21Q: 3 clusters Score -767965.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -767974.625000 Penalty: 4182.738770
	Iteration 22Q: 3 clusters Score -767974.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -767984.687500 Penalty: 4182.738770
	Iteration 23Q: 3 clusters Score -767984.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -767993.437500 Penalty: 4182.738770
	Iteration 24Q: 3 clusters Score -767993.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -768002.125000 Penalty: 4182.738770
	Iteration 25Q: 3 clusters Score -768002.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -768007.375000 Penalty: 4182.738770
	Iteration 26Q: 3 clusters Score -768007.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -768015.125000 Penalty: 4182.738770
	Iteration 27Q: 3 clusters Score -768015.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -768020.000000 Penalty: 4182.738770
	Iteration 28Q: 3 clusters Score -768020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -768025.187500 Penalty: 4182.738770
	Iteration 29Q: 3 clusters Score -768025.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -768032.562500 Penalty: 4182.738770
	Iteration 30Q: 3 clusters Score -768032.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -768039.187500 Penalty: 4182.738770
	Iteration 31Q: 3 clusters Score -768039.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -768043.187500 Penalty: 4182.738770
	Iteration 32Q: 3 clusters Score -768043.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -768043.937500 Penalty: 4182.738770
	Iteration 33Q: 3 clusters Score -768043.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -768043.250000 Penalty: 4182.738770
	Iteration 34Q: 3 clusters Score -768043.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -768045.250000 Penalty: 4182.738770
	Iteration 35Q: 3 clusters Score -768045.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -768046.437500 Penalty: 4182.738770
	Iteration 36Q: 3 clusters Score -768046.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -768047.375000 Penalty: 4182.738770
	Iteration 37Q: 3 clusters Score -768047.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -768047.375000 Penalty: 4182.738770
	Iteration 38F: 3 clusters Score -768047.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -378976.187500 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -378976.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -376142.593750 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -376142.6 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -376677.093750 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -376677.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -376832.156250 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -376832.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -376933.125000 Penalty: 3838.722168
	Iteration 3F: 3 clusters Score -376933.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -377017.843750 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -377017.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -377118.437500 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -377118.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -377226.562500 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -377226.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -377349.468750 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -377349.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -377448.625000 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -377448.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -377544.750000 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -377544.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -377638.812500 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -377638.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -377745.343750 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -377745.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -377834.093750 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -377834.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -377881.250000 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -377881.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -377915.593750 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -377915.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -377931.343750 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -377931.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -377937.593750 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -377937.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -377941.812500 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -377941.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -377946.125000 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -377946.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -377947.437500 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -377947.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -377948.281250 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -377948.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Entering Unmasked Estep 
Score: -694522.875000 Penalty: 2073.645752
	Iteration 0F: 2 clusters Score -694522.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -690444.687500 Penalty: 4147.291504
	Iteration 0F: 3 clusters Score -690444.7 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -691418.687500 Penalty: 4147.291504
	Iteration 1F: 3 clusters Score -691418.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -691716.000000 Penalty: 4147.291504
	Iteration 2F: 3 clusters Score -691716 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -691939.000000 Penalty: 4147.291504
	Iteration 3F: 3 clusters Score -691939 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -692113.812500 Penalty: 4147.291504
	Iteration 4Q: 3 clusters Score -692113.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -692286.562500 Penalty: 4147.291504
	Iteration 5Q: 3 clusters Score -692286.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -692446.187500 Penalty: 4147.291504
	Iteration 6Q: 3 clusters Score -692446.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -692561.125000 Penalty: 4147.291504
	Iteration 7Q: 3 clusters Score -692561.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -692668.000000 Penalty: 4147.291504
	Iteration 8Q: 3 clusters Score -692668 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -692757.125000 Penalty: 4147.291504
	Iteration 9Q: 3 clusters Score -692757.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -692828.750000 Penalty: 4147.291504
	Iteration 10Q: 3 clusters Score -692828.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -692895.812500 Penalty: 4147.291504
	Iteration 11Q: 3 clusters Score -692895.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -692958.062500 Penalty: 4147.291504
	Iteration 12Q: 3 clusters Score -692958.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -693013.500000 Penalty: 4147.291504
	Iteration 13Q: 3 clusters Score -693013.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -693071.562500 Penalty: 4147.291504
	Iteration 14Q: 3 clusters Score -693071.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -693142.625000 Penalty: 4147.291504
	Iteration 15Q: 3 clusters Score -693142.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -693202.375000 Penalty: 4147.291504
	Iteration 16Q: 3 clusters Score -693202.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -693256.062500 Penalty: 4147.291504
	Iteration 17Q: 3 clusters Score -693256.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -693313.500000 Penalty: 4147.291504
	Iteration 18Q: 3 clusters Score -693313.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -693356.437500 Penalty: 4147.291504
	Iteration 19Q: 3 clusters Score -693356.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -693403.000000 Penalty: 4147.291504
	Iteration 20F: 3 clusters Score -693403 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -693437.562500 Penalty: 4147.291504
	Iteration 21Q: 3 clusters Score -693437.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -693471.687500 Penalty: 4147.291504
	Iteration 22Q: 3 clusters Score -693471.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -693501.375000 Penalty: 4147.291504
	Iteration 23Q: 3 clusters Score -693501.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -693523.562500 Penalty: 4147.291504
	Iteration 24Q: 3 clusters Score -693523.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -693536.375000 Penalty: 4147.291504
	Iteration 25Q: 3 clusters Score -693536.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -693549.375000 Penalty: 4147.291504
	Iteration 26Q: 3 clusters Score -693549.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -693566.125000 Penalty: 4147.291504
	Iteration 27Q: 3 clusters Score -693566.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -693578.500000 Penalty: 4147.291504
	Iteration 28Q: 3 clusters Score -693578.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -693592.750000 Penalty: 4147.291504
	Iteration 29Q: 3 clusters Score -693592.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -693606.437500 Penalty: 4147.291504
	Iteration 30Q: 3 clusters Score -693606.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -693615.062500 Penalty: 4147.291504
	Iteration 31Q: 3 clusters Score -693615.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -693623.375000 Penalty: 4147.291504
	Iteration 32Q: 3 clusters Score -693623.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -693626.187500 Penalty: 4147.291504
	Iteration 33Q: 3 clusters Score -693626.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -693628.125000 Penalty: 4147.291504
	Iteration 34Q: 3 clusters Score -693628.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -693629.250000 Penalty: 4147.291504
	Iteration 35Q: 3 clusters Score -693629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -693629.187500 Penalty: 4147.291504
	Iteration 36Q: 3 clusters Score -693629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -693628.625000 Penalty: 4147.291504
	Iteration 37Q: 3 clusters Score -693628.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -693628.625000 Penalty: 4147.291504
	Iteration 38F: 3 clusters Score -693628.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -86286.312500 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -86286.31 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 251 members 
Entering Unmasked Estep 
Score: -84743.671875 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -84743.67 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -84921.218750 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -84921.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -84981.515625 Penalty: 3125.189941
	Iteration 2Q: 3 clusters Score -84981.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -85009.773438 Penalty: 3125.189941
	Iteration 3Q: 3 clusters Score -85009.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -85022.968750 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -85022.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -85035.078125 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -85035.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -85039.531250 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -85039.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -85041.523438 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -85041.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -85043.906250 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -85043.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -85052.875000 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -85052.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -85061.953125 Penalty: 3125.189941
	Iteration 10Q: 3 clusters Score -85061.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -85061.953125 Penalty: 3125.189941
	Iteration 11F: 3 clusters Score -85061.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Entering Unmasked Estep 
Score: -1321163.750000 Penalty: 2227.581787
	Iteration 0F: 2 clusters Score -1321164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1314791.750000 Penalty: 4455.163574
	Iteration 0F: 3 clusters Score -1314792 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1316606.000000 Penalty: 4455.163574
	Iteration 1F: 3 clusters Score -1316606 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1317059.750000 Penalty: 4455.163574
	Iteration 2F: 3 clusters Score -1317060 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1317419.875000 Penalty: 4455.163574
	Iteration 3F: 3 clusters Score -1317420 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1317720.250000 Penalty: 4455.163574
	Iteration 4F: 3 clusters Score -1317720 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1318012.125000 Penalty: 4455.163574
	Iteration 5F: 3 clusters Score -1318012 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1318244.125000 Penalty: 4455.163574
	Iteration 6Q: 3 clusters Score -1318244 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1318442.125000 Penalty: 4455.163574
	Iteration 7Q: 3 clusters Score -1318442 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1318648.875000 Penalty: 4455.163574
	Iteration 8Q: 3 clusters Score -1318649 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1318854.625000 Penalty: 4455.163574
	Iteration 9Q: 3 clusters Score -1318855 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1319037.750000 Penalty: 4455.163574
	Iteration 10Q: 3 clusters Score -1319038 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1319191.250000 Penalty: 4455.163574
	Iteration 11Q: 3 clusters Score -1319191 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1319328.625000 Penalty: 4455.163574
	Iteration 12Q: 3 clusters Score -1319329 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1319434.125000 Penalty: 4455.163574
	Iteration 13Q: 3 clusters Score -1319434 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1319523.125000 Penalty: 4455.163574
	Iteration 14Q: 3 clusters Score -1319523 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1319587.125000 Penalty: 4455.163574
	Iteration 15Q: 3 clusters Score -1319587 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1319641.250000 Penalty: 4455.163574
	Iteration 16Q: 3 clusters Score -1319641 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1319684.875000 Penalty: 4455.163574
	Iteration 17Q: 3 clusters Score -1319685 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1319729.500000 Penalty: 4455.163574
	Iteration 18Q: 3 clusters Score -1319730 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1319767.625000 Penalty: 4455.163574
	Iteration 19Q: 3 clusters Score -1319768 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1319804.000000 Penalty: 4455.163574
	Iteration 20F: 3 clusters Score -1319804 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1319832.125000 Penalty: 4455.163574
	Iteration 21Q: 3 clusters Score -1319832 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1319862.000000 Penalty: 4455.163574
	Iteration 22Q: 3 clusters Score -1319862 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1319882.125000 Penalty: 4455.163574
	Iteration 23Q: 3 clusters Score -1319882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1319901.750000 Penalty: 4455.163574
	Iteration 24Q: 3 clusters Score -1319902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1319915.125000 Penalty: 4455.163574
	Iteration 25Q: 3 clusters Score -1319915 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1319928.375000 Penalty: 4455.163574
	Iteration 26Q: 3 clusters Score -1319928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1319943.125000 Penalty: 4455.163574
	Iteration 27Q: 3 clusters Score -1319943 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1319951.625000 Penalty: 4455.163574
	Iteration 28Q: 3 clusters Score -1319952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1319969.250000 Penalty: 4455.163574
	Iteration 29Q: 3 clusters Score -1319969 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1319990.750000 Penalty: 4455.163574
	Iteration 30Q: 3 clusters Score -1319991 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1320002.750000 Penalty: 4455.163574
	Iteration 31Q: 3 clusters Score -1320003 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1320019.375000 Penalty: 4455.163574
	Iteration 32Q: 3 clusters Score -1320019 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1320028.125000 Penalty: 4455.163574
	Iteration 33Q: 3 clusters Score -1320028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1320047.750000 Penalty: 4455.163574
	Iteration 34Q: 3 clusters Score -1320048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1320064.375000 Penalty: 4455.163574
	Iteration 35Q: 3 clusters Score -1320064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1320078.250000 Penalty: 4455.163574
	Iteration 36Q: 3 clusters Score -1320078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1320081.375000 Penalty: 4455.163574
	Iteration 37Q: 3 clusters Score -1320081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1320086.375000 Penalty: 4455.163574
	Iteration 38Q: 3 clusters Score -1320086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1320088.625000 Penalty: 4455.163574
	Iteration 39Q: 3 clusters Score -1320089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1320092.125000 Penalty: 4455.163574
	Iteration 40F: 3 clusters Score -1320092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1320094.500000 Penalty: 4455.163574
	Iteration 41Q: 3 clusters Score -1320094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1320098.125000 Penalty: 4455.163574
	Iteration 42Q: 3 clusters Score -1320098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1320098.375000 Penalty: 4455.163574
	Iteration 43Q: 3 clusters Score -1320098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1320102.125000 Penalty: 4455.163574
	Iteration 44Q: 3 clusters Score -1320102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1320104.500000 Penalty: 4455.163574
	Iteration 45Q: 3 clusters Score -1320104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1320105.500000 Penalty: 4455.163574
	Iteration 46Q: 3 clusters Score -1320106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1320107.625000 Penalty: 4455.163574
	Iteration 47Q: 3 clusters Score -1320108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1320108.250000 Penalty: 4455.163574
	Iteration 48Q: 3 clusters Score -1320108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1320107.500000 Penalty: 4455.163574
	Iteration 49Q: 3 clusters Score -1320108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1320108.375000 Penalty: 4455.163574
	Iteration 50Q: 3 clusters Score -1320108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1320113.375000 Penalty: 4455.163574
	Iteration 51Q: 3 clusters Score -1320113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1320117.250000 Penalty: 4455.163574
	Iteration 52Q: 3 clusters Score -1320117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1320117.750000 Penalty: 4455.163574
	Iteration 53Q: 3 clusters Score -1320118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1320121.500000 Penalty: 4455.163574
	Iteration 54Q: 3 clusters Score -1320122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1320123.875000 Penalty: 4455.163574
	Iteration 55Q: 3 clusters Score -1320124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1320125.000000 Penalty: 4455.163574
	Iteration 56Q: 3 clusters Score -1320125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1320126.625000 Penalty: 4455.163574
	Iteration 57Q: 3 clusters Score -1320127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1320127.125000 Penalty: 4455.163574
	Iteration 58Q: 3 clusters Score -1320127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1320130.375000 Penalty: 4455.163574
	Iteration 59Q: 3 clusters Score -1320130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1320131.375000 Penalty: 4455.163574
	Iteration 60F: 3 clusters Score -1320131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1320132.375000 Penalty: 4455.163574
	Iteration 61Q: 3 clusters Score -1320132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1320134.875000 Penalty: 4455.163574
	Iteration 62Q: 3 clusters Score -1320135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1320135.500000 Penalty: 4455.163574
	Iteration 63Q: 3 clusters Score -1320136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1320137.875000 Penalty: 4455.163574
	Iteration 64Q: 3 clusters Score -1320138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1320137.500000 Penalty: 4455.163574
	Iteration 65Q: 3 clusters Score -1320138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1320136.375000 Penalty: 4455.163574
	Iteration 66Q: 3 clusters Score -1320136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1320136.875000 Penalty: 4455.163574
	Iteration 67Q: 3 clusters Score -1320137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1320137.500000 Penalty: 4455.163574
	Iteration 68Q: 3 clusters Score -1320138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1320137.500000 Penalty: 4455.163574
	Iteration 69F: 3 clusters Score -1320138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (17013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Entering Unmasked Estep 
Score: -2872876.500000 Penalty: 2415.949707
	Iteration 0F: 2 clusters Score -2872876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2860684.000000 Penalty: 4831.899414
	Iteration 0F: 3 clusters Score -2860684 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2864745.000000 Penalty: 4831.899414
	Iteration 1F: 3 clusters Score -2864745 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2865355.750000 Penalty: 4831.899414
	Iteration 2F: 3 clusters Score -2865356 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2866009.750000 Penalty: 4831.899414
	Iteration 3F: 3 clusters Score -2866010 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2866622.000000 Penalty: 4831.899414
	Iteration 4F: 3 clusters Score -2866622 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2867202.500000 Penalty: 4831.899414
	Iteration 5F: 3 clusters Score -2867202 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2867663.250000 Penalty: 4831.899414
	Iteration 6F: 3 clusters Score -2867663 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2868019.000000 Penalty: 4831.899414
	Iteration 7Q: 3 clusters Score -2868019 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2868351.500000 Penalty: 4831.899414
	Iteration 8Q: 3 clusters Score -2868352 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2868643.500000 Penalty: 4831.899414
	Iteration 9Q: 3 clusters Score -2868644 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2868976.250000 Penalty: 4831.899414
	Iteration 10Q: 3 clusters Score -2868976 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2869291.250000 Penalty: 4831.899414
	Iteration 11Q: 3 clusters Score -2869291 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2869583.000000 Penalty: 4831.899414
	Iteration 12Q: 3 clusters Score -2869583 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2869804.000000 Penalty: 4831.899414
	Iteration 13Q: 3 clusters Score -2869804 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2870042.250000 Penalty: 4831.899414
	Iteration 14Q: 3 clusters Score -2870042 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2870223.500000 Penalty: 4831.899414
	Iteration 15Q: 3 clusters Score -2870224 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2870391.500000 Penalty: 4831.899414
	Iteration 16Q: 3 clusters Score -2870392 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2870543.250000 Penalty: 4831.899414
	Iteration 17Q: 3 clusters Score -2870543 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2870658.500000 Penalty: 4831.899414
	Iteration 18Q: 3 clusters Score -2870658 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2870752.750000 Penalty: 4831.899414
	Iteration 19Q: 3 clusters Score -2870753 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2870851.500000 Penalty: 4831.899414
	Iteration 20F: 3 clusters Score -2870852 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2870965.500000 Penalty: 4831.899414
	Iteration 21Q: 3 clusters Score -2870966 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2871137.000000 Penalty: 4831.899414
	Iteration 22Q: 3 clusters Score -2871137 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2871388.750000 Penalty: 4831.899414
	Iteration 23Q: 3 clusters Score -2871389 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2871493.750000 Penalty: 4831.899414
	Iteration 24Q: 3 clusters Score -2871494 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2871578.750000 Penalty: 4831.899414
	Iteration 25Q: 3 clusters Score -2871579 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2871631.500000 Penalty: 4831.899414
	Iteration 26Q: 3 clusters Score -2871632 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2871696.000000 Penalty: 4831.899414
	Iteration 27Q: 3 clusters Score -2871696 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2871757.000000 Penalty: 4831.899414
	Iteration 28Q: 3 clusters Score -2871757 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2871811.500000 Penalty: 4831.899414
	Iteration 29Q: 3 clusters Score -2871812 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2871856.000000 Penalty: 4831.899414
	Iteration 30Q: 3 clusters Score -2871856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2871884.250000 Penalty: 4831.899414
	Iteration 31Q: 3 clusters Score -2871884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2871914.000000 Penalty: 4831.899414
	Iteration 32Q: 3 clusters Score -2871914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2871933.750000 Penalty: 4831.899414
	Iteration 33Q: 3 clusters Score -2871934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2871946.500000 Penalty: 4831.899414
	Iteration 34Q: 3 clusters Score -2871946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2871939.750000 Penalty: 4831.899414
	Iteration 35Q: 3 clusters Score -2871940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2871948.000000 Penalty: 4831.899414
	Iteration 36Q: 3 clusters Score -2871948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2871946.000000 Penalty: 4831.899414
	Iteration 37Q: 3 clusters Score -2871946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2871945.250000 Penalty: 4831.899414
	Iteration 38Q: 3 clusters Score -2871945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2871943.750000 Penalty: 4831.899414
	Iteration 39Q: 3 clusters Score -2871944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2871950.000000 Penalty: 4831.899414
	Iteration 40F: 3 clusters Score -2871950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2871949.500000 Penalty: 4831.899414
	Iteration 41Q: 3 clusters Score -2871950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2871949.500000 Penalty: 4831.899414
	Iteration 42F: 3 clusters Score -2871950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Entering Unmasked Estep 
Score: -1298989.375000 Penalty: 2214.006592
	Iteration 0F: 2 clusters Score -1298989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1292860.125000 Penalty: 4428.013184
	Iteration 0F: 3 clusters Score -1292860 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1294475.500000 Penalty: 4428.013184
	Iteration 1F: 3 clusters Score -1294476 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1294721.500000 Penalty: 4428.013184
	Iteration 2F: 3 clusters Score -1294722 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1294883.625000 Penalty: 4428.013184
	Iteration 3Q: 3 clusters Score -1294884 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1295002.000000 Penalty: 4428.013184
	Iteration 4Q: 3 clusters Score -1295002 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1295096.250000 Penalty: 4428.013184
	Iteration 5Q: 3 clusters Score -1295096 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1295180.000000 Penalty: 4428.013184
	Iteration 6Q: 3 clusters Score -1295180 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1295260.500000 Penalty: 4428.013184
	Iteration 7Q: 3 clusters Score -1295260 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1295351.625000 Penalty: 4428.013184
	Iteration 8Q: 3 clusters Score -1295352 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1295466.000000 Penalty: 4428.013184
	Iteration 9Q: 3 clusters Score -1295466 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1295581.500000 Penalty: 4428.013184
	Iteration 10Q: 3 clusters Score -1295582 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1295712.125000 Penalty: 4428.013184
	Iteration 11Q: 3 clusters Score -1295712 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1295860.000000 Penalty: 4428.013184
	Iteration 12Q: 3 clusters Score -1295860 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1296025.250000 Penalty: 4428.013184
	Iteration 13Q: 3 clusters Score -1296025 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1296175.875000 Penalty: 4428.013184
	Iteration 14Q: 3 clusters Score -1296176 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1296300.875000 Penalty: 4428.013184
	Iteration 15Q: 3 clusters Score -1296301 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1296400.250000 Penalty: 4428.013184
	Iteration 16Q: 3 clusters Score -1296400 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1296472.125000 Penalty: 4428.013184
	Iteration 17Q: 3 clusters Score -1296472 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1296516.500000 Penalty: 4428.013184
	Iteration 18Q: 3 clusters Score -1296516 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1296555.375000 Penalty: 4428.013184
	Iteration 19Q: 3 clusters Score -1296555 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1296585.750000 Penalty: 4428.013184
	Iteration 20F: 3 clusters Score -1296586 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1296610.500000 Penalty: 4428.013184
	Iteration 21Q: 3 clusters Score -1296610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1296634.000000 Penalty: 4428.013184
	Iteration 22Q: 3 clusters Score -1296634 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1296652.125000 Penalty: 4428.013184
	Iteration 23Q: 3 clusters Score -1296652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1296659.500000 Penalty: 4428.013184
	Iteration 24Q: 3 clusters Score -1296660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1296667.750000 Penalty: 4428.013184
	Iteration 25Q: 3 clusters Score -1296668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1296673.750000 Penalty: 4428.013184
	Iteration 26Q: 3 clusters Score -1296674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1296679.125000 Penalty: 4428.013184
	Iteration 27Q: 3 clusters Score -1296679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1296685.500000 Penalty: 4428.013184
	Iteration 28Q: 3 clusters Score -1296686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1296684.375000 Penalty: 4428.013184
	Iteration 29Q: 3 clusters Score -1296684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1296690.375000 Penalty: 4428.013184
	Iteration 30Q: 3 clusters Score -1296690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1296692.500000 Penalty: 4428.013184
	Iteration 31Q: 3 clusters Score -1296692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1296692.875000 Penalty: 4428.013184
	Iteration 32Q: 3 clusters Score -1296693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1296699.375000 Penalty: 4428.013184
	Iteration 33Q: 3 clusters Score -1296699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1296698.625000 Penalty: 4428.013184
	Iteration 34Q: 3 clusters Score -1296699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1296699.125000 Penalty: 4428.013184
	Iteration 35Q: 3 clusters Score -1296699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1296700.750000 Penalty: 4428.013184
	Iteration 36Q: 3 clusters Score -1296701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1296699.250000 Penalty: 4428.013184
	Iteration 37Q: 3 clusters Score -1296699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1296699.000000 Penalty: 4428.013184
	Iteration 38Q: 3 clusters Score -1296699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1296699.000000 Penalty: 4428.013184
	Iteration 39F: 3 clusters Score -1296699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (44284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Entering Unmasked Estep 
Score: -7170541.000000 Penalty: 2653.197998
	Iteration 0F: 2 clusters Score -7170541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -7140782.500000 Penalty: 5306.395996
	Iteration 0F: 3 clusters Score -7140782 nChanged 20327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -7151988.000000 Penalty: 5306.395996
	Iteration 1F: 3 clusters Score -7151988 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -7152803.000000 Penalty: 5306.395996
	Iteration 2F: 3 clusters Score -7152803 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -7153632.500000 Penalty: 5306.395996
	Iteration 3Q: 3 clusters Score -7153632 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -7154618.000000 Penalty: 5306.395996
	Iteration 4Q: 3 clusters Score -7154618 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -7155751.000000 Penalty: 5306.395996
	Iteration 5F: 3 clusters Score -7155751 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -7157184.500000 Penalty: 5306.395996
	Iteration 6F: 3 clusters Score -7157184 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -7158758.000000 Penalty: 5306.395996
	Iteration 7F: 3 clusters Score -7158758 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -7160457.000000 Penalty: 5306.395996
	Iteration 8F: 3 clusters Score -7160457 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -7162142.000000 Penalty: 5306.395996
	Iteration 9Q: 3 clusters Score -7162142 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -7163368.500000 Penalty: 5306.395996
	Iteration 10Q: 3 clusters Score -7163368 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -7164261.500000 Penalty: 5306.395996
	Iteration 11Q: 3 clusters Score -7164262 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -7164854.000000 Penalty: 5306.395996
	Iteration 12Q: 3 clusters Score -7164854 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -7165221.500000 Penalty: 5306.395996
	Iteration 13Q: 3 clusters Score -7165222 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -7165561.500000 Penalty: 5306.395996
	Iteration 14Q: 3 clusters Score -7165562 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -7165839.000000 Penalty: 5306.395996
	Iteration 15Q: 3 clusters Score -7165839 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -7166134.000000 Penalty: 5306.395996
	Iteration 16Q: 3 clusters Score -7166134 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -7166380.000000 Penalty: 5306.395996
	Iteration 17Q: 3 clusters Score -7166380 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -7166587.500000 Penalty: 5306.395996
	Iteration 18Q: 3 clusters Score -7166588 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -7166787.500000 Penalty: 5306.395996
	Iteration 19Q: 3 clusters Score -7166788 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -7167010.500000 Penalty: 5306.395996
	Iteration 20F: 3 clusters Score -7167010 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -7167254.500000 Penalty: 5306.395996
	Iteration 21Q: 3 clusters Score -7167254 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -7167439.500000 Penalty: 5306.395996
	Iteration 22Q: 3 clusters Score -7167440 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -7167616.000000 Penalty: 5306.395996
	Iteration 23Q: 3 clusters Score -7167616 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -7167759.000000 Penalty: 5306.395996
	Iteration 24Q: 3 clusters Score -7167759 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -7167926.500000 Penalty: 5306.395996
	Iteration 25Q: 3 clusters Score -7167926 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -7168029.000000 Penalty: 5306.395996
	Iteration 26Q: 3 clusters Score -7168029 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -7168141.500000 Penalty: 5306.395996
	Iteration 27Q: 3 clusters Score -7168142 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -7168229.000000 Penalty: 5306.395996
	Iteration 28Q: 3 clusters Score -7168229 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -7168332.000000 Penalty: 5306.395996
	Iteration 29Q: 3 clusters Score -7168332 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -7168392.500000 Penalty: 5306.395996
	Iteration 30Q: 3 clusters Score -7168392 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -7168462.500000 Penalty: 5306.395996
	Iteration 31Q: 3 clusters Score -7168462 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -7168515.500000 Penalty: 5306.395996
	Iteration 32Q: 3 clusters Score -7168516 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -7168581.500000 Penalty: 5306.395996
	Iteration 33Q: 3 clusters Score -7168582 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -7168623.500000 Penalty: 5306.395996
	Iteration 34Q: 3 clusters Score -7168624 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -7168680.500000 Penalty: 5306.395996
	Iteration 35Q: 3 clusters Score -7168680 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -7168719.000000 Penalty: 5306.395996
	Iteration 36Q: 3 clusters Score -7168719 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -7168751.500000 Penalty: 5306.395996
	Iteration 37Q: 3 clusters Score -7168752 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -7168776.000000 Penalty: 5306.395996
	Iteration 38Q: 3 clusters Score -7168776 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -7168816.000000 Penalty: 5306.395996
	Iteration 39Q: 3 clusters Score -7168816 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -7168820.000000 Penalty: 5306.395996
	Iteration 40F: 3 clusters Score -7168820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -7168827.000000 Penalty: 5306.395996
	Iteration 41Q: 3 clusters Score -7168827 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -7168836.000000 Penalty: 5306.395996
	Iteration 42Q: 3 clusters Score -7168836 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -7168848.000000 Penalty: 5306.395996
	Iteration 43Q: 3 clusters Score -7168848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -7168871.500000 Penalty: 5306.395996
	Iteration 44Q: 3 clusters Score -7168872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -7168877.000000 Penalty: 5306.395996
	Iteration 45Q: 3 clusters Score -7168877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -7168894.000000 Penalty: 5306.395996
	Iteration 46Q: 3 clusters Score -7168894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -7168914.500000 Penalty: 5306.395996
	Iteration 47Q: 3 clusters Score -7168914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -7168908.000000 Penalty: 5306.395996
	Iteration 48Q: 3 clusters Score -7168908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -7168917.500000 Penalty: 5306.395996
	Iteration 49Q: 3 clusters Score -7168918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -7168903.000000 Penalty: 5306.395996
	Iteration 50Q: 3 clusters Score -7168903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -7168919.500000 Penalty: 5306.395996
	Iteration 51Q: 3 clusters Score -7168920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -7168911.500000 Penalty: 5306.395996
	Iteration 52Q: 3 clusters Score -7168912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -7168926.500000 Penalty: 5306.395996
	Iteration 53Q: 3 clusters Score -7168926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -7168910.500000 Penalty: 5306.395996
	Iteration 54Q: 3 clusters Score -7168910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -7168923.500000 Penalty: 5306.395996
	Iteration 55Q: 3 clusters Score -7168924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -7168936.500000 Penalty: 5306.395996
	Iteration 56Q: 3 clusters Score -7168936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -7168933.500000 Penalty: 5306.395996
	Iteration 57Q: 3 clusters Score -7168934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -7168944.500000 Penalty: 5306.395996
	Iteration 58Q: 3 clusters Score -7168944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -7168946.000000 Penalty: 5306.395996
	Iteration 59Q: 3 clusters Score -7168946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -7168942.500000 Penalty: 5306.395996
	Iteration 60F: 3 clusters Score -7168942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -657831.250000 Penalty: 2073.587891
	Iteration 0F: 2 clusters Score -657831.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -653865.625000 Penalty: 4147.175781
	Iteration 0F: 3 clusters Score -653865.6 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -654988.687500 Penalty: 4147.175781
	Iteration 1F: 3 clusters Score -654988.7 nChanged 392
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: -655322.125000 Penalty: 4147.175781
	Iteration 2F: 3 clusters Score -655322.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -655556.437500 Penalty: 4147.175781
	Iteration 3F: 3 clusters Score -655556.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -655711.625000 Penalty: 4147.175781
	Iteration 4Q: 3 clusters Score -655711.6 nChanged 174
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: -655840.187500 Penalty: 4147.175781
	Iteration 5Q: 3 clusters Score -655840.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -655992.062500 Penalty: 4147.175781
	Iteration 6Q: 3 clusters Score -655992.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -656115.937500 Penalty: 4147.175781
	Iteration 7Q: 3 clusters Score -656115.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -656219.062500 Penalty: 4147.175781
	Iteration 8Q: 3 clusters Score -656219.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -656299.437500 Penalty: 4147.175781
	Iteration 9Q: 3 clusters Score -656299.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -656367.937500 Penalty: 4147.175781
	Iteration 10Q: 3 clusters Score -656367.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -656412.437500 Penalty: 4147.175781
	Iteration 11Q: 3 clusters Score -656412.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -656447.312500 Penalty: 4147.175781
	Iteration 12Q: 3 clusters Score -656447.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -656490.687500 Penalty: 4147.175781
	Iteration 13Q: 3 clusters Score -656490.7 nChanged 53
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: -656516.875000 Penalty: 4147.175781
	Iteration 14Q: 3 clusters Score -656516.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -656542.000000 Penalty: 4147.175781
	Iteration 15Q: 3 clusters Score -656542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -656563.375000 Penalty: 4147.175781
	Iteration 16Q: 3 clusters Score -656563.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -656580.687500 Penalty: 4147.175781
	Iteration 17Q: 3 clusters Score -656580.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -656594.187500 Penalty: 4147.175781
	Iteration 18Q: 3 clusters Score -656594.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -656606.000000 Penalty: 4147.175781
	Iteration 19Q: 3 clusters Score -656606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -656615.062500 Penalty: 4147.175781
	Iteration 20F: 3 clusters Score -656615.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -656619.750000 Penalty: 4147.175781
	Iteration 21Q: 3 clusters Score -656619.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -656625.000000 Penalty: 4147.175781
	Iteration 22Q: 3 clusters Score -656625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -656626.125000 Penalty: 4147.175781
	Iteration 23Q: 3 clusters Score -656626.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -656628.312500 Penalty: 4147.175781
	Iteration 24Q: 3 clusters Score -656628.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -656630.375000 Penalty: 4147.175781
	Iteration 25Q: 3 clusters Score -656630.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -656631.312500 Penalty: 4147.175781
	Iteration 26Q: 3 clusters Score -656631.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -656634.625000 Penalty: 4147.175781
	Iteration 27Q: 3 clusters Score -656634.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -656634.687500 Penalty: 4147.175781
	Iteration 28Q: 3 clusters Score -656634.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -656635.312500 Penalty: 4147.175781
	Iteration 29Q: 3 clusters Score -656635.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -656638.562500 Penalty: 4147.175781
	Iteration 30Q: 3 clusters Score -656638.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -656641.062500 Penalty: 4147.175781
	Iteration 31Q: 3 clusters Score -656641.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -656643.125000 Penalty: 4147.175781
	Iteration 32Q: 3 clusters Score -656643.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -656645.375000 Penalty: 4147.175781
	Iteration 33Q: 3 clusters Score -656645.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -656647.625000 Penalty: 4147.175781
	Iteration 34Q: 3 clusters Score -656647.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -656648.875000 Penalty: 4147.175781
	Iteration 35Q: 3 clusters Score -656648.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -656649.312500 Penalty: 4147.175781
	Iteration 36Q: 3 clusters Score -656649.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -656649.437500 Penalty: 4147.175781
	Iteration 37Q: 3 clusters Score -656649.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -656649.437500 Penalty: 4147.175781
	Iteration 38F: 3 clusters Score -656649.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (15834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Entering Unmasked Estep 
Score: -2604957.000000 Penalty: 2398.138916
	Iteration 0F: 2 clusters Score -2604957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2593555.500000 Penalty: 4796.277832
	Iteration 0F: 3 clusters Score -2593556 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2597421.250000 Penalty: 4796.277832
	Iteration 1F: 3 clusters Score -2597421 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2597965.500000 Penalty: 4796.277832
	Iteration 2F: 3 clusters Score -2597966 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2598591.500000 Penalty: 4796.277832
	Iteration 3F: 3 clusters Score -2598592 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2599304.500000 Penalty: 4796.277832
	Iteration 4F: 3 clusters Score -2599304 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2600011.500000 Penalty: 4796.277832
	Iteration 5F: 3 clusters Score -2600012 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2600643.750000 Penalty: 4796.277832
	Iteration 6F: 3 clusters Score -2600644 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2601215.500000 Penalty: 4796.277832
	Iteration 7F: 3 clusters Score -2601216 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2601609.750000 Penalty: 4796.277832
	Iteration 8Q: 3 clusters Score -2601610 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2601957.000000 Penalty: 4796.277832
	Iteration 9Q: 3 clusters Score -2601957 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2602215.750000 Penalty: 4796.277832
	Iteration 10Q: 3 clusters Score -2602216 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2602378.750000 Penalty: 4796.277832
	Iteration 11Q: 3 clusters Score -2602379 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2602511.500000 Penalty: 4796.277832
	Iteration 12Q: 3 clusters Score -2602512 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2602625.000000 Penalty: 4796.277832
	Iteration 13Q: 3 clusters Score -2602625 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2602693.750000 Penalty: 4796.277832
	Iteration 14Q: 3 clusters Score -2602694 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2602733.750000 Penalty: 4796.277832
	Iteration 15Q: 3 clusters Score -2602734 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2602776.750000 Penalty: 4796.277832
	Iteration 16Q: 3 clusters Score -2602777 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2602805.250000 Penalty: 4796.277832
	Iteration 17Q: 3 clusters Score -2602805 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2602834.500000 Penalty: 4796.277832
	Iteration 18Q: 3 clusters Score -2602834 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2602870.750000 Penalty: 4796.277832
	Iteration 19Q: 3 clusters Score -2602871 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2602897.000000 Penalty: 4796.277832
	Iteration 20F: 3 clusters Score -2602897 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2602931.750000 Penalty: 4796.277832
	Iteration 21Q: 3 clusters Score -2602932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2602953.500000 Penalty: 4796.277832
	Iteration 22Q: 3 clusters Score -2602954 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2602973.750000 Penalty: 4796.277832
	Iteration 23Q: 3 clusters Score -2602974 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2602996.500000 Penalty: 4796.277832
	Iteration 24Q: 3 clusters Score -2602996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2603008.250000 Penalty: 4796.277832
	Iteration 25Q: 3 clusters Score -2603008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2603015.500000 Penalty: 4796.277832
	Iteration 26Q: 3 clusters Score -2603016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2603022.500000 Penalty: 4796.277832
	Iteration 27Q: 3 clusters Score -2603022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2603040.000000 Penalty: 4796.277832
	Iteration 28Q: 3 clusters Score -2603040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2603057.500000 Penalty: 4796.277832
	Iteration 29Q: 3 clusters Score -2603058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2603068.000000 Penalty: 4796.277832
	Iteration 30Q: 3 clusters Score -2603068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2603087.500000 Penalty: 4796.277832
	Iteration 31Q: 3 clusters Score -2603088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2603096.000000 Penalty: 4796.277832
	Iteration 32Q: 3 clusters Score -2603096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2603103.750000 Penalty: 4796.277832
	Iteration 33Q: 3 clusters Score -2603104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2603119.000000 Penalty: 4796.277832
	Iteration 34Q: 3 clusters Score -2603119 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2603125.750000 Penalty: 4796.277832
	Iteration 35Q: 3 clusters Score -2603126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2603142.250000 Penalty: 4796.277832
	Iteration 36Q: 3 clusters Score -2603142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2603156.500000 Penalty: 4796.277832
	Iteration 37Q: 3 clusters Score -2603156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2603165.000000 Penalty: 4796.277832
	Iteration 38Q: 3 clusters Score -2603165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2603174.000000 Penalty: 4796.277832
	Iteration 39Q: 3 clusters Score -2603174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2603192.000000 Penalty: 4796.277832
	Iteration 40F: 3 clusters Score -2603192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2603202.500000 Penalty: 4796.277832
	Iteration 41Q: 3 clusters Score -2603202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2603207.750000 Penalty: 4796.277832
	Iteration 42Q: 3 clusters Score -2603208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2603214.000000 Penalty: 4796.277832
	Iteration 43Q: 3 clusters Score -2603214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2603223.000000 Penalty: 4796.277832
	Iteration 44Q: 3 clusters Score -2603223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2603230.750000 Penalty: 4796.277832
	Iteration 45Q: 3 clusters Score -2603231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2603234.750000 Penalty: 4796.277832
	Iteration 46Q: 3 clusters Score -2603235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2603246.250000 Penalty: 4796.277832
	Iteration 47Q: 3 clusters Score -2603246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2603260.750000 Penalty: 4796.277832
	Iteration 48Q: 3 clusters Score -2603261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2603260.750000 Penalty: 4796.277832
	Iteration 49Q: 3 clusters Score -2603261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2603268.000000 Penalty: 4796.277832
	Iteration 50Q: 3 clusters Score -2603268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2603277.750000 Penalty: 4796.277832
	Iteration 51Q: 3 clusters Score -2603278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2603284.750000 Penalty: 4796.277832
	Iteration 52Q: 3 clusters Score -2603285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2603286.250000 Penalty: 4796.277832
	Iteration 53Q: 3 clusters Score -2603286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2603295.000000 Penalty: 4796.277832
	Iteration 54Q: 3 clusters Score -2603295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2603296.750000 Penalty: 4796.277832
	Iteration 55Q: 3 clusters Score -2603297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2603300.750000 Penalty: 4796.277832
	Iteration 56Q: 3 clusters Score -2603301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2603300.500000 Penalty: 4796.277832
	Iteration 57Q: 3 clusters Score -2603300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2603310.750000 Penalty: 4796.277832
	Iteration 58Q: 3 clusters Score -2603311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2603313.750000 Penalty: 4796.277832
	Iteration 59Q: 3 clusters Score -2603314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2603313.000000 Penalty: 4796.277832
	Iteration 60F: 3 clusters Score -2603313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2603314.000000 Penalty: 4796.277832
	Iteration 61Q: 3 clusters Score -2603314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2603323.750000 Penalty: 4796.277832
	Iteration 62Q: 3 clusters Score -2603324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2603324.250000 Penalty: 4796.277832
	Iteration 63Q: 3 clusters Score -2603324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2603326.500000 Penalty: 4796.277832
	Iteration 64Q: 3 clusters Score -2603326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2603335.750000 Penalty: 4796.277832
	Iteration 65Q: 3 clusters Score -2603336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2603333.250000 Penalty: 4796.277832
	Iteration 66Q: 3 clusters Score -2603333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2603334.000000 Penalty: 4796.277832
	Iteration 67Q: 3 clusters Score -2603334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2603337.000000 Penalty: 4796.277832
	Iteration 68Q: 3 clusters Score -2603337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2603339.000000 Penalty: 4796.277832
	Iteration 69Q: 3 clusters Score -2603339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2603339.000000 Penalty: 4796.277832
	Iteration 70F: 3 clusters Score -2603339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -181806.828125 Penalty: 1747.999878
	Iteration 0F: 2 clusters Score -181806.8 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 591 members 
Entering Unmasked Estep 
Score: -179811.750000 Penalty: 3495.999756
	Iteration 0F: 3 clusters Score -179811.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -180223.578125 Penalty: 3495.999756
	Iteration 1F: 3 clusters Score -180223.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -180437.046875 Penalty: 3495.999756
	Iteration 2F: 3 clusters Score -180437 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -180593.390625 Penalty: 3495.999756
	Iteration 3F: 3 clusters Score -180593.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -180801.281250 Penalty: 3495.999756
	Iteration 4F: 3 clusters Score -180801.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -180963.750000 Penalty: 3495.999756
	Iteration 5F: 3 clusters Score -180963.8 nChanged 48
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: -181095.656250 Penalty: 3495.999756
	Iteration 6Q: 3 clusters Score -181095.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -181276.093750 Penalty: 3495.999756
	Iteration 7Q: 3 clusters Score -181276.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -181449.031250 Penalty: 3495.999756
	Iteration 8Q: 3 clusters Score -181449 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -181607.531250 Penalty: 3495.999756
	Iteration 9Q: 3 clusters Score -181607.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -181705.421875 Penalty: 3495.999756
	Iteration 10Q: 3 clusters Score -181705.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -181748.890625 Penalty: 3495.999756
	Iteration 11Q: 3 clusters Score -181748.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -181768.781250 Penalty: 3495.999756
	Iteration 12Q: 3 clusters Score -181768.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -181801.328125 Penalty: 3495.999756
	Iteration 13Q: 3 clusters Score -181801.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -181852.312500 Penalty: 3495.999756
	Iteration 14Q: 3 clusters Score -181852.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -181876.140625 Penalty: 3495.999756
	Iteration 15Q: 3 clusters Score -181876.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -181887.734375 Penalty: 3495.999756
	Iteration 16Q: 3 clusters Score -181887.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -181904.078125 Penalty: 3495.999756
	Iteration 17Q: 3 clusters Score -181904.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -181908.640625 Penalty: 3495.999756
	Iteration 18Q: 3 clusters Score -181908.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -181908.640625 Penalty: 3495.999756
	Iteration 19F: 3 clusters Score -181908.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12965 members 
Mstep: Class 4 contains 12016 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 11090 members 
Mstep: Class 7 contains 11908 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 12712 members 
Mstep: Class 10 contains 13747 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 6187 members 
Mstep: Class 14 contains 54617 members 
Mstep: Class 15 contains 11277 members 
Mstep: Class 16 contains 71365 members 
Mstep: Class 17 contains 60959 members 
Mstep: Class 18 contains 5480 members 
Mstep: Class 19 contains 6575 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12025 members 
Mstep: Class 22 contains 50591 members 
Mstep: Class 23 contains 646 members 
Mstep: Class 24 contains 6418 members 
Mstep: Class 25 contains 1994 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2950 members 
Mstep: Class 30 contains 73827 members 
Mstep: Class 31 contains 25059 members 
Mstep: Class 32 contains 32436 members 
Mstep: Class 33 contains 28351 members 
Mstep: Class 34 contains 32898 members 
Mstep: Class 35 contains 4596 members 
Mstep: Class 36 contains 2297 members 
Mstep: Class 37 contains 4279 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7960 members 
Mstep: Class 40 contains 17013 members 
Mstep: Class 41 contains 7536 members 
Mstep: Class 42 contains 44284 members 
Mstep: Class 43 contains 4278 members 
Mstep: Class 44 contains 15834 members 
Mstep: Class 45 contains 359 members 
Mstep: Class 46 contains 11563 members 
Mstep: Class 47 contains 792 members 
Entering Unmasked Estep 
Score: -115036376.000000 Penalty: 156896.109375
Splitting cluster 45 changes total score from -115037704.000000 to -115036376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (11563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Entering Unmasked Estep 
Score: -1928341.750000 Penalty: 2320.180420
	Iteration 0F: 2 clusters Score -1928342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1919717.875000 Penalty: 4640.360840
	Iteration 0F: 3 clusters Score -1919718 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1922514.250000 Penalty: 4640.360840
	Iteration 1F: 3 clusters Score -1922514 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1922986.625000 Penalty: 4640.360840
	Iteration 2F: 3 clusters Score -1922987 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1923470.625000 Penalty: 4640.360840
	Iteration 3F: 3 clusters Score -1923471 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1923964.750000 Penalty: 4640.360840
	Iteration 4F: 3 clusters Score -1923965 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1924455.500000 Penalty: 4640.360840
	Iteration 5F: 3 clusters Score -1924456 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1924903.375000 Penalty: 4640.360840
	Iteration 6F: 3 clusters Score -1924903 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1925321.375000 Penalty: 4640.360840
	Iteration 7Q: 3 clusters Score -1925321 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1925718.375000 Penalty: 4640.360840
	Iteration 8Q: 3 clusters Score -1925718 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1926069.500000 Penalty: 4640.360840
	Iteration 9Q: 3 clusters Score -1926070 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1926325.375000 Penalty: 4640.360840
	Iteration 10Q: 3 clusters Score -1926325 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1926490.375000 Penalty: 4640.360840
	Iteration 11Q: 3 clusters Score -1926490 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1926577.875000 Penalty: 4640.360840
	Iteration 12Q: 3 clusters Score -1926578 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1926632.875000 Penalty: 4640.360840
	Iteration 13Q: 3 clusters Score -1926633 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1926672.125000 Penalty: 4640.360840
	Iteration 14Q: 3 clusters Score -1926672 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1926699.500000 Penalty: 4640.360840
	Iteration 15Q: 3 clusters Score -1926700 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1926705.625000 Penalty: 4640.360840
	Iteration 16Q: 3 clusters Score -1926706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1926707.500000 Penalty: 4640.360840
	Iteration 17Q: 3 clusters Score -1926708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1926711.625000 Penalty: 4640.360840
	Iteration 18Q: 3 clusters Score -1926712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1926716.875000 Penalty: 4640.360840
	Iteration 19Q: 3 clusters Score -1926717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1926721.500000 Penalty: 4640.360840
	Iteration 20F: 3 clusters Score -1926722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1926727.875000 Penalty: 4640.360840
	Iteration 21Q: 3 clusters Score -1926728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1926735.750000 Penalty: 4640.360840
	Iteration 22Q: 3 clusters Score -1926736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1926743.125000 Penalty: 4640.360840
	Iteration 23Q: 3 clusters Score -1926743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1926749.125000 Penalty: 4640.360840
	Iteration 24Q: 3 clusters Score -1926749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1926755.750000 Penalty: 4640.360840
	Iteration 25Q: 3 clusters Score -1926756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1926765.875000 Penalty: 4640.360840
	Iteration 26Q: 3 clusters Score -1926766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1926777.875000 Penalty: 4640.360840
	Iteration 27Q: 3 clusters Score -1926778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1926779.375000 Penalty: 4640.360840
	Iteration 28Q: 3 clusters Score -1926779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1926783.625000 Penalty: 4640.360840
	Iteration 29Q: 3 clusters Score -1926784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1926795.000000 Penalty: 4640.360840
	Iteration 30Q: 3 clusters Score -1926795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1926804.250000 Penalty: 4640.360840
	Iteration 31Q: 3 clusters Score -1926804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1926826.000000 Penalty: 4640.360840
	Iteration 32Q: 3 clusters Score -1926826 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1926867.625000 Penalty: 4640.360840
	Iteration 33Q: 3 clusters Score -1926868 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1926994.750000 Penalty: 4640.360840
	Iteration 34Q: 3 clusters Score -1926995 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1927242.750000 Penalty: 4640.360840
	Iteration 35Q: 3 clusters Score -1927243 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1927440.375000 Penalty: 4640.360840
	Iteration 36Q: 3 clusters Score -1927440 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1927513.750000 Penalty: 4640.360840
	Iteration 37Q: 3 clusters Score -1927514 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1927546.500000 Penalty: 4640.360840
	Iteration 38Q: 3 clusters Score -1927546 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1927562.000000 Penalty: 4640.360840
	Iteration 39Q: 3 clusters Score -1927562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1927568.625000 Penalty: 4640.360840
	Iteration 40F: 3 clusters Score -1927569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1927576.375000 Penalty: 4640.360840
	Iteration 41Q: 3 clusters Score -1927576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1927582.750000 Penalty: 4640.360840
	Iteration 42Q: 3 clusters Score -1927583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1927587.000000 Penalty: 4640.360840
	Iteration 43Q: 3 clusters Score -1927587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1927584.000000 Penalty: 4640.360840
	Iteration 44Q: 3 clusters Score -1927584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1927585.875000 Penalty: 4640.360840
	Iteration 45Q: 3 clusters Score -1927586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1927585.875000 Penalty: 4640.360840
	Iteration 46F: 3 clusters Score -1927586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12965 members 
Mstep: Class 4 contains 12016 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 11090 members 
Mstep: Class 7 contains 11908 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 12712 members 
Mstep: Class 10 contains 13747 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 6187 members 
Mstep: Class 14 contains 54617 members 
Mstep: Class 15 contains 11277 members 
Mstep: Class 16 contains 71365 members 
Mstep: Class 17 contains 60959 members 
Mstep: Class 18 contains 5480 members 
Mstep: Class 19 contains 6575 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12025 members 
Mstep: Class 22 contains 50591 members 
Mstep: Class 23 contains 646 members 
Mstep: Class 24 contains 6418 members 
Mstep: Class 25 contains 1994 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2950 members 
Mstep: Class 30 contains 73827 members 
Mstep: Class 31 contains 25059 members 
Mstep: Class 32 contains 32436 members 
Mstep: Class 33 contains 28351 members 
Mstep: Class 34 contains 32898 members 
Mstep: Class 35 contains 4596 members 
Mstep: Class 36 contains 2297 members 
Mstep: Class 37 contains 4279 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7960 members 
Mstep: Class 40 contains 17013 members 
Mstep: Class 41 contains 7536 members 
Mstep: Class 42 contains 44284 members 
Mstep: Class 43 contains 4278 members 
Mstep: Class 44 contains 15834 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037944.000000 Penalty: 153557.890625
Iteration 119Q: 47 clusters Score -1.150379e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12945 members 
Mstep: Class 4 contains 11971 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 11092 members 
Mstep: Class 7 contains 11915 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 12733 members 
Mstep: Class 10 contains 13748 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 6186 members 
Mstep: Class 14 contains 54623 members 
Mstep: Class 15 contains 11274 members 
Mstep: Class 16 contains 71317 members 
Mstep: Class 17 contains 61003 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 19 contains 6576 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12033 members 
Mstep: Class 22 contains 50621 members 
Mstep: Class 23 contains 636 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 2016 members 
Mstep: Class 26 contains 6465 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2950 members 
Mstep: Class 30 contains 73837 members 
Mstep: Class 31 contains 25069 members 
Mstep: Class 32 contains 32496 members 
Mstep: Class 33 contains 28266 members 
Mstep: Class 34 contains 32894 members 
Mstep: Class 35 contains 4586 members 
Mstep: Class 36 contains 2297 members 
Mstep: Class 37 contains 4279 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7958 members 
Mstep: Class 40 contains 17004 members 
Mstep: Class 41 contains 7536 members 
Mstep: Class 42 contains 44284 members 
Mstep: Class 43 contains 4279 members 
Mstep: Class 44 contains 15829 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038384.000000 Penalty: 153557.890625
Iteration 120F: 47 clusters Score -1.150384e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12926 members 
Mstep: Class 4 contains 11924 members 
Mstep: Class 5 contains 3579 members 
Mstep: Class 6 contains 11095 members 
Mstep: Class 7 contains 11916 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 12757 members 
Mstep: Class 10 contains 13750 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 6189 members 
Mstep: Class 14 contains 54626 members 
Mstep: Class 15 contains 11265 members 
Mstep: Class 16 contains 71250 members 
Mstep: Class 17 contains 61036 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 19 contains 6578 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12035 members 
Mstep: Class 22 contains 50651 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 6477 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2950 members 
Mstep: Class 30 contains 73858 members 
Mstep: Class 31 contains 25085 members 
Mstep: Class 32 contains 32562 members 
Mstep: Class 33 contains 28192 members 
Mstep: Class 34 contains 32890 members 
Mstep: Class 35 contains 4564 members 
Mstep: Class 36 contains 2297 members 
Mstep: Class 37 contains 4280 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7959 members 
Mstep: Class 40 contains 16995 members 
Mstep: Class 41 contains 7537 members 
Mstep: Class 42 contains 44298 members 
Mstep: Class 43 contains 4278 members 
Mstep: Class 44 contains 15825 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038944.000000 Penalty: 153557.890625
Iteration 121Q: 47 clusters Score -1.150389e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12902 members 
Mstep: Class 4 contains 11889 members 
Mstep: Class 5 contains 3580 members 
Mstep: Class 6 contains 11136 members 
Mstep: Class 7 contains 11916 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 12779 members 
Mstep: Class 10 contains 13750 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 6189 members 
Mstep: Class 14 contains 54626 members 
Mstep: Class 15 contains 11250 members 
Mstep: Class 16 contains 71197 members 
Mstep: Class 17 contains 61062 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 19 contains 6587 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12037 members 
Mstep: Class 22 contains 50680 members 
Mstep: Class 23 contains 487 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 2200 members 
Mstep: Class 26 contains 6496 members 
Mstep: Class 27 contains 2088 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2947 members 
Mstep: Class 30 contains 73866 members 
Mstep: Class 31 contains 25100 members 
Mstep: Class 32 contains 32628 members 
Mstep: Class 33 contains 28123 members 
Mstep: Class 34 contains 32894 members 
Mstep: Class 35 contains 4534 members 
Mstep: Class 36 contains 2297 members 
Mstep: Class 37 contains 4276 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7962 members 
Mstep: Class 40 contains 16987 members 
Mstep: Class 41 contains 7537 members 
Mstep: Class 42 contains 44301 members 
Mstep: Class 43 contains 4285 members 
Mstep: Class 44 contains 15816 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039128.000000 Penalty: 153557.890625
Iteration 122Q: 47 clusters Score -1.150391e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12877 members 
Mstep: Class 4 contains 11850 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 11154 members 
Mstep: Class 7 contains 11916 members 
Mstep: Class 8 contains 3663 members 
Mstep: Class 9 contains 12803 members 
Mstep: Class 10 contains 13752 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 6189 members 
Mstep: Class 14 contains 54628 members 
Mstep: Class 15 contains 11244 members 
Mstep: Class 16 contains 71169 members 
Mstep: Class 17 contains 61095 members 
Mstep: Class 18 contains 5480 members 
Mstep: Class 19 contains 6594 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12037 members 
Mstep: Class 22 contains 50703 members 
Mstep: Class 23 contains 439 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 2258 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 2090 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2942 members 
Mstep: Class 30 contains 73875 members 
Mstep: Class 31 contains 25109 members 
Mstep: Class 32 contains 32682 members 
Mstep: Class 33 contains 28048 members 
Mstep: Class 34 contains 32882 members 
Mstep: Class 35 contains 4509 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4276 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7963 members 
Mstep: Class 40 contains 16985 members 
Mstep: Class 41 contains 7537 members 
Mstep: Class 42 contains 44290 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 15807 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039064.000000 Penalty: 153557.890625
Iteration 123Q: 47 clusters Score -1.150391e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12853 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3580 members 
Mstep: Class 6 contains 11168 members 
Mstep: Class 7 contains 11916 members 
Mstep: Class 8 contains 3663 members 
Mstep: Class 9 contains 12826 members 
Mstep: Class 10 contains 13754 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 6190 members 
Mstep: Class 14 contains 54631 members 
Mstep: Class 15 contains 11240 members 
Mstep: Class 16 contains 71135 members 
Mstep: Class 17 contains 61133 members 
Mstep: Class 18 contains 5477 members 
Mstep: Class 19 contains 6597 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12045 members 
Mstep: Class 22 contains 50743 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 6418 members 
Mstep: Class 25 contains 2301 members 
Mstep: Class 26 contains 6528 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2939 members 
Mstep: Class 30 contains 73893 members 
Mstep: Class 31 contains 25121 members 
Mstep: Class 32 contains 32730 members 
Mstep: Class 33 contains 27967 members 
Mstep: Class 34 contains 32870 members 
Mstep: Class 35 contains 4487 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7964 members 
Mstep: Class 40 contains 16981 members 
Mstep: Class 41 contains 7538 members 
Mstep: Class 42 contains 44272 members 
Mstep: Class 43 contains 4339 members 
Mstep: Class 44 contains 15805 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039096.000000 Penalty: 153557.890625
Iteration 124Q: 47 clusters Score -1.150391e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12833 members 
Mstep: Class 4 contains 11760 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 11168 members 
Mstep: Class 7 contains 11927 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 12852 members 
Mstep: Class 10 contains 13754 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 6194 members 
Mstep: Class 14 contains 54635 members 
Mstep: Class 15 contains 11232 members 
Mstep: Class 16 contains 71107 members 
Mstep: Class 17 contains 61168 members 
Mstep: Class 18 contains 5475 members 
Mstep: Class 19 contains 6592 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12055 members 
Mstep: Class 22 contains 50785 members 
Mstep: Class 23 contains 399 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 2340 members 
Mstep: Class 26 contains 6536 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2938 members 
Mstep: Class 30 contains 73905 members 
Mstep: Class 31 contains 25132 members 
Mstep: Class 32 contains 32779 members 
Mstep: Class 33 contains 27887 members 
Mstep: Class 34 contains 32862 members 
Mstep: Class 35 contains 4473 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4279 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7964 members 
Mstep: Class 40 contains 16973 members 
Mstep: Class 41 contains 7538 members 
Mstep: Class 42 contains 44262 members 
Mstep: Class 43 contains 4350 members 
Mstep: Class 44 contains 15797 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039136.000000 Penalty: 153557.890625
Iteration 125Q: 47 clusters Score -1.150391e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12815 members 
Mstep: Class 4 contains 11714 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 11160 members 
Mstep: Class 7 contains 11936 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 12880 members 
Mstep: Class 10 contains 13756 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 6199 members 
Mstep: Class 14 contains 54644 members 
Mstep: Class 15 contains 11229 members 
Mstep: Class 16 contains 71087 members 
Mstep: Class 17 contains 61198 members 
Mstep: Class 18 contains 5473 members 
Mstep: Class 19 contains 6584 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12057 members 
Mstep: Class 22 contains 50846 members 
Mstep: Class 23 contains 387 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 2373 members 
Mstep: Class 26 contains 6540 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2936 members 
Mstep: Class 30 contains 73915 members 
Mstep: Class 31 contains 25138 members 
Mstep: Class 32 contains 32820 members 
Mstep: Class 33 contains 27795 members 
Mstep: Class 34 contains 32848 members 
Mstep: Class 35 contains 4465 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4280 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7969 members 
Mstep: Class 40 contains 16964 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44254 members 
Mstep: Class 43 contains 4357 members 
Mstep: Class 44 contains 15793 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039144.000000 Penalty: 153557.890625
Iteration 126Q: 47 clusters Score -1.150391e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12796 members 
Mstep: Class 4 contains 11688 members 
Mstep: Class 5 contains 3584 members 
Mstep: Class 6 contains 11170 members 
Mstep: Class 7 contains 11939 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 12891 members 
Mstep: Class 10 contains 13760 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 6201 members 
Mstep: Class 14 contains 54654 members 
Mstep: Class 15 contains 11226 members 
Mstep: Class 16 contains 71066 members 
Mstep: Class 17 contains 61239 members 
Mstep: Class 18 contains 5470 members 
Mstep: Class 19 contains 6581 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12059 members 
Mstep: Class 22 contains 50888 members 
Mstep: Class 23 contains 377 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2399 members 
Mstep: Class 26 contains 6541 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2933 members 
Mstep: Class 30 contains 73921 members 
Mstep: Class 31 contains 25138 members 
Mstep: Class 32 contains 32861 members 
Mstep: Class 33 contains 27707 members 
Mstep: Class 34 contains 32847 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4282 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7970 members 
Mstep: Class 40 contains 16959 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44236 members 
Mstep: Class 43 contains 4364 members 
Mstep: Class 44 contains 15789 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039040.000000 Penalty: 153557.890625
Iteration 127Q: 47 clusters Score -1.15039e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12782 members 
Mstep: Class 4 contains 11651 members 
Mstep: Class 5 contains 3584 members 
Mstep: Class 6 contains 11187 members 
Mstep: Class 7 contains 11934 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 12906 members 
Mstep: Class 10 contains 13766 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 6203 members 
Mstep: Class 14 contains 54664 members 
Mstep: Class 15 contains 11221 members 
Mstep: Class 16 contains 71047 members 
Mstep: Class 17 contains 61280 members 
Mstep: Class 18 contains 5468 members 
Mstep: Class 19 contains 6575 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12058 members 
Mstep: Class 22 contains 50927 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 6413 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 6546 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2932 members 
Mstep: Class 30 contains 73935 members 
Mstep: Class 31 contains 25149 members 
Mstep: Class 32 contains 32893 members 
Mstep: Class 33 contains 27617 members 
Mstep: Class 34 contains 32846 members 
Mstep: Class 35 contains 4457 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4285 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7971 members 
Mstep: Class 40 contains 16953 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44220 members 
Mstep: Class 43 contains 4368 members 
Mstep: Class 44 contains 15785 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039280.000000 Penalty: 153557.890625
Iteration 128Q: 47 clusters Score -1.150393e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12765 members 
Mstep: Class 4 contains 11613 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 11188 members 
Mstep: Class 7 contains 11938 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 13768 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 6208 members 
Mstep: Class 14 contains 54669 members 
Mstep: Class 15 contains 11218 members 
Mstep: Class 16 contains 71020 members 
Mstep: Class 17 contains 61299 members 
Mstep: Class 18 contains 5468 members 
Mstep: Class 19 contains 6571 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12057 members 
Mstep: Class 22 contains 50971 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 2413 members 
Mstep: Class 26 contains 6556 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 73948 members 
Mstep: Class 31 contains 25160 members 
Mstep: Class 32 contains 32930 members 
Mstep: Class 33 contains 27545 members 
Mstep: Class 34 contains 32842 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4287 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7976 members 
Mstep: Class 40 contains 16948 members 
Mstep: Class 41 contains 7540 members 
Mstep: Class 42 contains 44216 members 
Mstep: Class 43 contains 4372 members 
Mstep: Class 44 contains 15786 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039000.000000 Penalty: 153557.890625
Iteration 129Q: 47 clusters Score -1.15039e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12757 members 
Mstep: Class 4 contains 11575 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 11193 members 
Mstep: Class 7 contains 11940 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 12930 members 
Mstep: Class 10 contains 13771 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54684 members 
Mstep: Class 15 contains 11212 members 
Mstep: Class 16 contains 71008 members 
Mstep: Class 17 contains 61329 members 
Mstep: Class 18 contains 5468 members 
Mstep: Class 19 contains 6565 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12057 members 
Mstep: Class 22 contains 51005 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 6413 members 
Mstep: Class 25 contains 2418 members 
Mstep: Class 26 contains 6561 members 
Mstep: Class 27 contains 2090 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 73950 members 
Mstep: Class 31 contains 25170 members 
Mstep: Class 32 contains 32967 members 
Mstep: Class 33 contains 27474 members 
Mstep: Class 34 contains 32842 members 
Mstep: Class 35 contains 4454 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4287 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7979 members 
Mstep: Class 40 contains 16934 members 
Mstep: Class 41 contains 7540 members 
Mstep: Class 42 contains 44206 members 
Mstep: Class 43 contains 4375 members 
Mstep: Class 44 contains 15784 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039072.000000 Penalty: 153557.890625
Iteration 130Q: 47 clusters Score -1.150391e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12739 members 
Mstep: Class 4 contains 11540 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 11199 members 
Mstep: Class 7 contains 11942 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 12951 members 
Mstep: Class 10 contains 13771 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54692 members 
Mstep: Class 15 contains 11205 members 
Mstep: Class 16 contains 70983 members 
Mstep: Class 17 contains 61353 members 
Mstep: Class 18 contains 5468 members 
Mstep: Class 19 contains 6560 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12058 members 
Mstep: Class 22 contains 51041 members 
Mstep: Class 23 contains 361 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 2418 members 
Mstep: Class 26 contains 6571 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 73953 members 
Mstep: Class 31 contains 25185 members 
Mstep: Class 32 contains 33015 members 
Mstep: Class 33 contains 27404 members 
Mstep: Class 34 contains 32835 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4287 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7979 members 
Mstep: Class 40 contains 16921 members 
Mstep: Class 41 contains 7540 members 
Mstep: Class 42 contains 44205 members 
Mstep: Class 43 contains 4378 members 
Mstep: Class 44 contains 15782 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038936.000000 Penalty: 153557.890625
Iteration 131Q: 47 clusters Score -1.150389e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12720 members 
Mstep: Class 4 contains 11511 members 
Mstep: Class 5 contains 3584 members 
Mstep: Class 6 contains 11199 members 
Mstep: Class 7 contains 11946 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 12970 members 
Mstep: Class 10 contains 13771 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6214 members 
Mstep: Class 14 contains 54699 members 
Mstep: Class 15 contains 11203 members 
Mstep: Class 16 contains 70948 members 
Mstep: Class 17 contains 61380 members 
Mstep: Class 18 contains 5468 members 
Mstep: Class 19 contains 6554 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12062 members 
Mstep: Class 22 contains 51067 members 
Mstep: Class 23 contains 360 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 2417 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2928 members 
Mstep: Class 30 contains 73961 members 
Mstep: Class 31 contains 25201 members 
Mstep: Class 32 contains 33059 members 
Mstep: Class 33 contains 27346 members 
Mstep: Class 34 contains 32832 members 
Mstep: Class 35 contains 4458 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4287 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7980 members 
Mstep: Class 40 contains 16908 members 
Mstep: Class 41 contains 7540 members 
Mstep: Class 42 contains 44204 members 
Mstep: Class 43 contains 4380 members 
Mstep: Class 44 contains 15775 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038832.000000 Penalty: 153557.890625
Iteration 132Q: 47 clusters Score -1.150388e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12702 members 
Mstep: Class 4 contains 11485 members 
Mstep: Class 5 contains 3586 members 
Mstep: Class 6 contains 11197 members 
Mstep: Class 7 contains 11949 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 12980 members 
Mstep: Class 10 contains 13773 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6214 members 
Mstep: Class 14 contains 54706 members 
Mstep: Class 15 contains 11203 members 
Mstep: Class 16 contains 70915 members 
Mstep: Class 17 contains 61390 members 
Mstep: Class 18 contains 5468 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12068 members 
Mstep: Class 22 contains 51105 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 2415 members 
Mstep: Class 26 contains 6588 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 73972 members 
Mstep: Class 31 contains 25211 members 
Mstep: Class 32 contains 33099 members 
Mstep: Class 33 contains 27297 members 
Mstep: Class 34 contains 32826 members 
Mstep: Class 35 contains 4460 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4287 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7981 members 
Mstep: Class 40 contains 16893 members 
Mstep: Class 41 contains 7540 members 
Mstep: Class 42 contains 44217 members 
Mstep: Class 43 contains 4384 members 
Mstep: Class 44 contains 15768 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038752.000000 Penalty: 153557.890625
Iteration 133Q: 47 clusters Score -1.150388e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12689 members 
Mstep: Class 4 contains 11459 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 11201 members 
Mstep: Class 7 contains 11950 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 12997 members 
Mstep: Class 10 contains 13773 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 54707 members 
Mstep: Class 15 contains 11205 members 
Mstep: Class 16 contains 70876 members 
Mstep: Class 17 contains 61400 members 
Mstep: Class 18 contains 5467 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12075 members 
Mstep: Class 22 contains 51131 members 
Mstep: Class 23 contains 355 members 
Mstep: Class 24 contains 6418 members 
Mstep: Class 25 contains 2415 members 
Mstep: Class 26 contains 6594 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 73983 members 
Mstep: Class 31 contains 25221 members 
Mstep: Class 32 contains 33146 members 
Mstep: Class 33 contains 27254 members 
Mstep: Class 34 contains 32817 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4287 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7982 members 
Mstep: Class 40 contains 16880 members 
Mstep: Class 41 contains 7540 members 
Mstep: Class 42 contains 44219 members 
Mstep: Class 43 contains 4387 members 
Mstep: Class 44 contains 15761 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038632.000000 Penalty: 153557.890625
Iteration 134Q: 47 clusters Score -1.150386e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12674 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3590 members 
Mstep: Class 6 contains 11201 members 
Mstep: Class 7 contains 11953 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13012 members 
Mstep: Class 10 contains 13777 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 54712 members 
Mstep: Class 15 contains 11202 members 
Mstep: Class 16 contains 70846 members 
Mstep: Class 17 contains 61410 members 
Mstep: Class 18 contains 5466 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12079 members 
Mstep: Class 22 contains 51144 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 2415 members 
Mstep: Class 26 contains 6596 members 
Mstep: Class 27 contains 2088 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 73985 members 
Mstep: Class 31 contains 25232 members 
Mstep: Class 32 contains 33191 members 
Mstep: Class 33 contains 27226 members 
Mstep: Class 34 contains 32817 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4287 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7981 members 
Mstep: Class 40 contains 16870 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44203 members 
Mstep: Class 43 contains 4392 members 
Mstep: Class 44 contains 15756 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038752.000000 Penalty: 153557.890625
Iteration 135Q: 47 clusters Score -1.150388e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12664 members 
Mstep: Class 4 contains 11417 members 
Mstep: Class 5 contains 3590 members 
Mstep: Class 6 contains 11206 members 
Mstep: Class 7 contains 11957 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13020 members 
Mstep: Class 10 contains 13781 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 54712 members 
Mstep: Class 15 contains 11198 members 
Mstep: Class 16 contains 70827 members 
Mstep: Class 17 contains 61405 members 
Mstep: Class 18 contains 5464 members 
Mstep: Class 19 contains 6550 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12085 members 
Mstep: Class 22 contains 51178 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 6420 members 
Mstep: Class 25 contains 2414 members 
Mstep: Class 26 contains 6600 members 
Mstep: Class 27 contains 2088 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 73991 members 
Mstep: Class 31 contains 25234 members 
Mstep: Class 32 contains 33226 members 
Mstep: Class 33 contains 27195 members 
Mstep: Class 34 contains 32809 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4287 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7981 members 
Mstep: Class 40 contains 16863 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44200 members 
Mstep: Class 43 contains 4392 members 
Mstep: Class 44 contains 15757 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038632.000000 Penalty: 153557.890625
Iteration 136Q: 47 clusters Score -1.150386e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12646 members 
Mstep: Class 4 contains 11396 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 11206 members 
Mstep: Class 7 contains 11964 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13027 members 
Mstep: Class 10 contains 13785 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 54715 members 
Mstep: Class 15 contains 11193 members 
Mstep: Class 16 contains 70823 members 
Mstep: Class 17 contains 61431 members 
Mstep: Class 18 contains 5464 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12085 members 
Mstep: Class 22 contains 51199 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 6420 members 
Mstep: Class 25 contains 2413 members 
Mstep: Class 26 contains 6603 members 
Mstep: Class 27 contains 2088 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74003 members 
Mstep: Class 31 contains 25234 members 
Mstep: Class 32 contains 33253 members 
Mstep: Class 33 contains 27149 members 
Mstep: Class 34 contains 32805 members 
Mstep: Class 35 contains 4463 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4287 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7980 members 
Mstep: Class 40 contains 16862 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44192 members 
Mstep: Class 43 contains 4392 members 
Mstep: Class 44 contains 15754 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038712.000000 Penalty: 153557.890625
Iteration 137Q: 47 clusters Score -1.150387e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12640 members 
Mstep: Class 4 contains 11372 members 
Mstep: Class 5 contains 3597 members 
Mstep: Class 6 contains 11202 members 
Mstep: Class 7 contains 11969 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 13032 members 
Mstep: Class 10 contains 13788 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 54717 members 
Mstep: Class 15 contains 11191 members 
Mstep: Class 16 contains 70788 members 
Mstep: Class 17 contains 61451 members 
Mstep: Class 18 contains 5464 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12089 members 
Mstep: Class 22 contains 51213 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 6420 members 
Mstep: Class 25 contains 2414 members 
Mstep: Class 26 contains 6608 members 
Mstep: Class 27 contains 2088 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74008 members 
Mstep: Class 31 contains 25238 members 
Mstep: Class 32 contains 33300 members 
Mstep: Class 33 contains 27113 members 
Mstep: Class 34 contains 32799 members 
Mstep: Class 35 contains 4463 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4287 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7979 members 
Mstep: Class 40 contains 16862 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44196 members 
Mstep: Class 43 contains 4392 members 
Mstep: Class 44 contains 15746 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038696.000000 Penalty: 153557.890625
Iteration 138Q: 47 clusters Score -1.150387e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12632 members 
Mstep: Class 4 contains 11354 members 
Mstep: Class 5 contains 3599 members 
Mstep: Class 6 contains 11205 members 
Mstep: Class 7 contains 11970 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 13039 members 
Mstep: Class 10 contains 13790 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 54718 members 
Mstep: Class 15 contains 11187 members 
Mstep: Class 16 contains 70752 members 
Mstep: Class 17 contains 61473 members 
Mstep: Class 18 contains 5464 members 
Mstep: Class 19 contains 6548 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12095 members 
Mstep: Class 22 contains 51238 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 2416 members 
Mstep: Class 26 contains 6610 members 
Mstep: Class 27 contains 2088 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74013 members 
Mstep: Class 31 contains 25241 members 
Mstep: Class 32 contains 33340 members 
Mstep: Class 33 contains 27071 members 
Mstep: Class 34 contains 32797 members 
Mstep: Class 35 contains 4463 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4287 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7980 members 
Mstep: Class 40 contains 16862 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44192 members 
Mstep: Class 43 contains 4392 members 
Mstep: Class 44 contains 15738 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038520.000000 Penalty: 153557.890625
Iteration 139Q: 47 clusters Score -1.150385e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12626 members 
Mstep: Class 4 contains 11343 members 
Mstep: Class 5 contains 3603 members 
Mstep: Class 6 contains 11204 members 
Mstep: Class 7 contains 11972 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 13039 members 
Mstep: Class 10 contains 13791 members 
Mstep: Class 11 contains 322 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 54721 members 
Mstep: Class 15 contains 11181 members 
Mstep: Class 16 contains 70724 members 
Mstep: Class 17 contains 61496 members 
Mstep: Class 18 contains 5464 members 
Mstep: Class 19 contains 6548 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12097 members 
Mstep: Class 22 contains 51264 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 2417 members 
Mstep: Class 26 contains 6612 members 
Mstep: Class 27 contains 2088 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74010 members 
Mstep: Class 31 contains 25241 members 
Mstep: Class 32 contains 33377 members 
Mstep: Class 33 contains 27026 members 
Mstep: Class 34 contains 32799 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7980 members 
Mstep: Class 40 contains 16861 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44193 members 
Mstep: Class 43 contains 4393 members 
Mstep: Class 44 contains 15736 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038616.000000 Penalty: 153557.890625
Iteration 140F: 47 clusters Score -1.150386e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12617 members 
Mstep: Class 4 contains 11329 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 11197 members 
Mstep: Class 7 contains 11975 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 13046 members 
Mstep: Class 10 contains 13791 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 54729 members 
Mstep: Class 15 contains 11177 members 
Mstep: Class 16 contains 70701 members 
Mstep: Class 17 contains 61522 members 
Mstep: Class 18 contains 5464 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12097 members 
Mstep: Class 22 contains 51286 members 
Mstep: Class 23 contains 356 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 2417 members 
Mstep: Class 26 contains 6615 members 
Mstep: Class 27 contains 2088 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74009 members 
Mstep: Class 31 contains 25243 members 
Mstep: Class 32 contains 33413 members 
Mstep: Class 33 contains 26983 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4463 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 545 members 
Mstep: Class 39 contains 7980 members 
Mstep: Class 40 contains 16856 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44188 members 
Mstep: Class 43 contains 4393 members 
Mstep: Class 44 contains 15735 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038888.000000 Penalty: 153557.890625
Iteration 141Q: 47 clusters Score -1.150389e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 12608 members 
Mstep: Class 4 contains 11309 members 
Mstep: Class 5 contains 3609 members 
Mstep: Class 6 contains 11200 members 
Mstep: Class 7 contains 11982 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 13048 members 
Mstep: Class 10 contains 13791 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 54730 members 
Mstep: Class 15 contains 11172 members 
Mstep: Class 16 contains 70684 members 
Mstep: Class 17 contains 61535 members 
Mstep: Class 18 contains 5464 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12099 members 
Mstep: Class 22 contains 51323 members 
Mstep: Class 23 contains 350 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 2420 members 
Mstep: Class 26 contains 6619 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74012 members 
Mstep: Class 31 contains 25251 members 
Mstep: Class 32 contains 33445 members 
Mstep: Class 33 contains 26943 members 
Mstep: Class 34 contains 32794 members 
Mstep: Class 35 contains 4465 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7980 members 
Mstep: Class 40 contains 16854 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44176 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15734 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038784.000000 Penalty: 153557.890625
Iteration 142Q: 47 clusters Score -1.150388e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 12596 members 
Mstep: Class 4 contains 11293 members 
Mstep: Class 5 contains 3606 members 
Mstep: Class 6 contains 11199 members 
Mstep: Class 7 contains 11985 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 13053 members 
Mstep: Class 10 contains 13792 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 54736 members 
Mstep: Class 15 contains 11171 members 
Mstep: Class 16 contains 70659 members 
Mstep: Class 17 contains 61554 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12105 members 
Mstep: Class 22 contains 51351 members 
Mstep: Class 23 contains 344 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 2424 members 
Mstep: Class 26 contains 6618 members 
Mstep: Class 27 contains 2086 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74019 members 
Mstep: Class 31 contains 25258 members 
Mstep: Class 32 contains 33480 members 
Mstep: Class 33 contains 26905 members 
Mstep: Class 34 contains 32793 members 
Mstep: Class 35 contains 4466 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7980 members 
Mstep: Class 40 contains 16853 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44161 members 
Mstep: Class 43 contains 4397 members 
Mstep: Class 44 contains 15733 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038968.000000 Penalty: 153557.890625
Iteration 143Q: 47 clusters Score -1.15039e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 471 members 
Mstep: Class 3 contains 12588 members 
Mstep: Class 4 contains 11282 members 
Mstep: Class 5 contains 3602 members 
Mstep: Class 6 contains 11205 members 
Mstep: Class 7 contains 11987 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 13061 members 
Mstep: Class 10 contains 13795 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 54735 members 
Mstep: Class 15 contains 11167 members 
Mstep: Class 16 contains 70639 members 
Mstep: Class 17 contains 61574 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12105 members 
Mstep: Class 22 contains 51385 members 
Mstep: Class 23 contains 340 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 2427 members 
Mstep: Class 26 contains 6615 members 
Mstep: Class 27 contains 2085 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74017 members 
Mstep: Class 31 contains 25264 members 
Mstep: Class 32 contains 33519 members 
Mstep: Class 33 contains 26869 members 
Mstep: Class 34 contains 32791 members 
Mstep: Class 35 contains 4467 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7979 members 
Mstep: Class 40 contains 16847 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44149 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15730 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038952.000000 Penalty: 153557.890625
Iteration 144Q: 47 clusters Score -1.15039e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 471 members 
Mstep: Class 3 contains 12573 members 
Mstep: Class 4 contains 11269 members 
Mstep: Class 5 contains 3605 members 
Mstep: Class 6 contains 11209 members 
Mstep: Class 7 contains 11985 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13069 members 
Mstep: Class 10 contains 13796 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 54738 members 
Mstep: Class 15 contains 11165 members 
Mstep: Class 16 contains 70621 members 
Mstep: Class 17 contains 61584 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12105 members 
Mstep: Class 22 contains 51416 members 
Mstep: Class 23 contains 340 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 2430 members 
Mstep: Class 26 contains 6618 members 
Mstep: Class 27 contains 2085 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74019 members 
Mstep: Class 31 contains 25268 members 
Mstep: Class 32 contains 33550 members 
Mstep: Class 33 contains 26835 members 
Mstep: Class 34 contains 32792 members 
Mstep: Class 35 contains 4467 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7979 members 
Mstep: Class 40 contains 16838 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44144 members 
Mstep: Class 43 contains 4392 members 
Mstep: Class 44 contains 15726 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039056.000000 Penalty: 153557.890625
Iteration 145Q: 47 clusters Score -1.150391e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12555 members 
Mstep: Class 4 contains 11259 members 
Mstep: Class 5 contains 3601 members 
Mstep: Class 6 contains 11217 members 
Mstep: Class 7 contains 11986 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13080 members 
Mstep: Class 10 contains 13798 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 54736 members 
Mstep: Class 15 contains 11166 members 
Mstep: Class 16 contains 70603 members 
Mstep: Class 17 contains 61605 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12107 members 
Mstep: Class 22 contains 51436 members 
Mstep: Class 23 contains 340 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 2432 members 
Mstep: Class 26 contains 6619 members 
Mstep: Class 27 contains 2086 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74022 members 
Mstep: Class 31 contains 25271 members 
Mstep: Class 32 contains 33575 members 
Mstep: Class 33 contains 26804 members 
Mstep: Class 34 contains 32793 members 
Mstep: Class 35 contains 4464 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7978 members 
Mstep: Class 40 contains 16830 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44142 members 
Mstep: Class 43 contains 4394 members 
Mstep: Class 44 contains 15719 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039024.000000 Penalty: 153557.890625
Iteration 146Q: 47 clusters Score -1.15039e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12550 members 
Mstep: Class 4 contains 11248 members 
Mstep: Class 5 contains 3598 members 
Mstep: Class 6 contains 11219 members 
Mstep: Class 7 contains 11987 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13088 members 
Mstep: Class 10 contains 13799 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 54739 members 
Mstep: Class 15 contains 11163 members 
Mstep: Class 16 contains 70597 members 
Mstep: Class 17 contains 61631 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6548 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12106 members 
Mstep: Class 22 contains 51446 members 
Mstep: Class 23 contains 340 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 6619 members 
Mstep: Class 27 contains 2086 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74024 members 
Mstep: Class 31 contains 25276 members 
Mstep: Class 32 contains 33597 members 
Mstep: Class 33 contains 26769 members 
Mstep: Class 34 contains 32797 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7979 members 
Mstep: Class 40 contains 16825 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44132 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15713 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038952.000000 Penalty: 153557.890625
Iteration 147Q: 47 clusters Score -1.15039e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12546 members 
Mstep: Class 4 contains 11235 members 
Mstep: Class 5 contains 3595 members 
Mstep: Class 6 contains 11222 members 
Mstep: Class 7 contains 11990 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13095 members 
Mstep: Class 10 contains 13800 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 54742 members 
Mstep: Class 15 contains 11161 members 
Mstep: Class 16 contains 70587 members 
Mstep: Class 17 contains 61658 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12106 members 
Mstep: Class 22 contains 51453 members 
Mstep: Class 23 contains 340 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 6617 members 
Mstep: Class 27 contains 2086 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74024 members 
Mstep: Class 31 contains 25281 members 
Mstep: Class 32 contains 33630 members 
Mstep: Class 33 contains 26735 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4461 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7980 members 
Mstep: Class 40 contains 16817 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44118 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15711 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038960.000000 Penalty: 153557.890625
Iteration 148Q: 47 clusters Score -1.15039e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12540 members 
Mstep: Class 4 contains 11222 members 
Mstep: Class 5 contains 3594 members 
Mstep: Class 6 contains 11227 members 
Mstep: Class 7 contains 11996 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13101 members 
Mstep: Class 10 contains 13800 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6220 members 
Mstep: Class 14 contains 54744 members 
Mstep: Class 15 contains 11158 members 
Mstep: Class 16 contains 70573 members 
Mstep: Class 17 contains 61680 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12104 members 
Mstep: Class 22 contains 51470 members 
Mstep: Class 23 contains 340 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 2436 members 
Mstep: Class 26 contains 6616 members 
Mstep: Class 27 contains 2086 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74023 members 
Mstep: Class 31 contains 25282 members 
Mstep: Class 32 contains 33656 members 
Mstep: Class 33 contains 26702 members 
Mstep: Class 34 contains 32794 members 
Mstep: Class 35 contains 4461 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7981 members 
Mstep: Class 40 contains 16814 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44111 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15710 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038960.000000 Penalty: 153557.890625
Iteration 149Q: 47 clusters Score -1.15039e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12533 members 
Mstep: Class 4 contains 11216 members 
Mstep: Class 5 contains 3597 members 
Mstep: Class 6 contains 11231 members 
Mstep: Class 7 contains 11998 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13104 members 
Mstep: Class 10 contains 13800 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 54743 members 
Mstep: Class 15 contains 11158 members 
Mstep: Class 16 contains 70549 members 
Mstep: Class 17 contains 61699 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12104 members 
Mstep: Class 22 contains 51479 members 
Mstep: Class 23 contains 339 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6616 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74029 members 
Mstep: Class 31 contains 25285 members 
Mstep: Class 32 contains 33685 members 
Mstep: Class 33 contains 26675 members 
Mstep: Class 34 contains 32794 members 
Mstep: Class 35 contains 4461 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7981 members 
Mstep: Class 40 contains 16812 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44105 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15705 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038920.000000 Penalty: 153557.890625
Iteration 150Q: 47 clusters Score -1.150389e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12527 members 
Mstep: Class 4 contains 11210 members 
Mstep: Class 5 contains 3590 members 
Mstep: Class 6 contains 11231 members 
Mstep: Class 7 contains 12000 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13110 members 
Mstep: Class 10 contains 13800 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 54748 members 
Mstep: Class 15 contains 11156 members 
Mstep: Class 16 contains 70538 members 
Mstep: Class 17 contains 61716 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6548 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12104 members 
Mstep: Class 22 contains 51491 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6413 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6618 members 
Mstep: Class 27 contains 2086 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74027 members 
Mstep: Class 31 contains 25290 members 
Mstep: Class 32 contains 33708 members 
Mstep: Class 33 contains 26649 members 
Mstep: Class 34 contains 32793 members 
Mstep: Class 35 contains 4461 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7981 members 
Mstep: Class 40 contains 16812 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44102 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15702 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038936.000000 Penalty: 153557.890625
Iteration 151Q: 47 clusters Score -1.150389e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12515 members 
Mstep: Class 4 contains 11204 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 11232 members 
Mstep: Class 7 contains 12006 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13113 members 
Mstep: Class 10 contains 13800 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 54754 members 
Mstep: Class 15 contains 11155 members 
Mstep: Class 16 contains 70529 members 
Mstep: Class 17 contains 61726 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12104 members 
Mstep: Class 22 contains 51501 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6621 members 
Mstep: Class 27 contains 2086 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74025 members 
Mstep: Class 31 contains 25292 members 
Mstep: Class 32 contains 33724 members 
Mstep: Class 33 contains 26631 members 
Mstep: Class 34 contains 32789 members 
Mstep: Class 35 contains 4461 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7981 members 
Mstep: Class 40 contains 16810 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 44105 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15699 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038848.000000 Penalty: 153557.890625
Iteration 152Q: 47 clusters Score -1.150388e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12506 members 
Mstep: Class 4 contains 11199 members 
Mstep: Class 5 contains 3586 members 
Mstep: Class 6 contains 11238 members 
Mstep: Class 7 contains 12009 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13115 members 
Mstep: Class 10 contains 13803 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 54761 members 
Mstep: Class 15 contains 11154 members 
Mstep: Class 16 contains 70499 members 
Mstep: Class 17 contains 61736 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6548 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12102 members 
Mstep: Class 22 contains 51510 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6623 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74022 members 
Mstep: Class 31 contains 25294 members 
Mstep: Class 32 contains 33751 members 
Mstep: Class 33 contains 26614 members 
Mstep: Class 34 contains 32789 members 
Mstep: Class 35 contains 4461 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7981 members 
Mstep: Class 40 contains 16812 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44108 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15695 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039008.000000 Penalty: 153557.890625
Iteration 153Q: 47 clusters Score -1.15039e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12506 members 
Mstep: Class 4 contains 11188 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 11242 members 
Mstep: Class 7 contains 12010 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13123 members 
Mstep: Class 10 contains 13805 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 54764 members 
Mstep: Class 15 contains 11155 members 
Mstep: Class 16 contains 70489 members 
Mstep: Class 17 contains 61748 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12103 members 
Mstep: Class 22 contains 51513 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6623 members 
Mstep: Class 27 contains 2085 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74020 members 
Mstep: Class 31 contains 25294 members 
Mstep: Class 32 contains 33769 members 
Mstep: Class 33 contains 26601 members 
Mstep: Class 34 contains 32788 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7983 members 
Mstep: Class 40 contains 16814 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44093 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15696 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039184.000000 Penalty: 153557.890625
Iteration 154Q: 47 clusters Score -1.150392e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12505 members 
Mstep: Class 4 contains 11182 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 11242 members 
Mstep: Class 7 contains 12011 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13126 members 
Mstep: Class 10 contains 13806 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54763 members 
Mstep: Class 15 contains 11154 members 
Mstep: Class 16 contains 70488 members 
Mstep: Class 17 contains 61756 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12105 members 
Mstep: Class 22 contains 51526 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6621 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74021 members 
Mstep: Class 31 contains 25297 members 
Mstep: Class 32 contains 33781 members 
Mstep: Class 33 contains 26582 members 
Mstep: Class 34 contains 32787 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16814 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44082 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15696 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039216.000000 Penalty: 153557.890625
Iteration 155Q: 47 clusters Score -1.150392e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12500 members 
Mstep: Class 4 contains 11172 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 11245 members 
Mstep: Class 7 contains 12011 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13129 members 
Mstep: Class 10 contains 13805 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6214 members 
Mstep: Class 14 contains 54765 members 
Mstep: Class 15 contains 11154 members 
Mstep: Class 16 contains 70487 members 
Mstep: Class 17 contains 61767 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12106 members 
Mstep: Class 22 contains 51537 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6619 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74021 members 
Mstep: Class 31 contains 25299 members 
Mstep: Class 32 contains 33792 members 
Mstep: Class 33 contains 26566 members 
Mstep: Class 34 contains 32786 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16815 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44077 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15693 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039144.000000 Penalty: 153557.890625
Iteration 156Q: 47 clusters Score -1.150391e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12495 members 
Mstep: Class 4 contains 11167 members 
Mstep: Class 5 contains 3580 members 
Mstep: Class 6 contains 11245 members 
Mstep: Class 7 contains 12012 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13131 members 
Mstep: Class 10 contains 13808 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6212 members 
Mstep: Class 14 contains 54766 members 
Mstep: Class 15 contains 11154 members 
Mstep: Class 16 contains 70487 members 
Mstep: Class 17 contains 61779 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12108 members 
Mstep: Class 22 contains 51553 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6622 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74020 members 
Mstep: Class 31 contains 25303 members 
Mstep: Class 32 contains 33801 members 
Mstep: Class 33 contains 26538 members 
Mstep: Class 34 contains 32785 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16816 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44069 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15692 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039184.000000 Penalty: 153557.890625
Iteration 157Q: 47 clusters Score -1.150392e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12492 members 
Mstep: Class 4 contains 11157 members 
Mstep: Class 5 contains 3579 members 
Mstep: Class 6 contains 11245 members 
Mstep: Class 7 contains 12011 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13133 members 
Mstep: Class 10 contains 13809 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6211 members 
Mstep: Class 14 contains 54764 members 
Mstep: Class 15 contains 11155 members 
Mstep: Class 16 contains 70481 members 
Mstep: Class 17 contains 61798 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12108 members 
Mstep: Class 22 contains 51564 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74017 members 
Mstep: Class 31 contains 25310 members 
Mstep: Class 32 contains 33814 members 
Mstep: Class 33 contains 26512 members 
Mstep: Class 34 contains 32785 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16815 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44068 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15690 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039048.000000 Penalty: 153557.890625
Iteration 158Q: 47 clusters Score -1.15039e+08 nChanged 139
Entering ConstructFrom: 
Score: -115039048.000000 Penalty: 153557.890625
Entering ConstructFrom: 
Trying to split cluster 1 (2374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Entering Unmasked Estep 
Score: -393449.375000 Penalty: 1927.538208
	Iteration 0F: 2 clusters Score -393449.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -390584.062500 Penalty: 3855.076416
	Iteration 0F: 3 clusters Score -390584.1 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -391119.718750 Penalty: 3855.076416
	Iteration 1F: 3 clusters Score -391119.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -391300.593750 Penalty: 3855.076416
	Iteration 2F: 3 clusters Score -391300.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -391403.593750 Penalty: 3855.076416
	Iteration 3F: 3 clusters Score -391403.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -391491.937500 Penalty: 3855.076416
	Iteration 4Q: 3 clusters Score -391491.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -391553.968750 Penalty: 3855.076416
	Iteration 5Q: 3 clusters Score -391554 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -391609.656250 Penalty: 3855.076416
	Iteration 6Q: 3 clusters Score -391609.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -391659.562500 Penalty: 3855.076416
	Iteration 7Q: 3 clusters Score -391659.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -391696.687500 Penalty: 3855.076416
	Iteration 8Q: 3 clusters Score -391696.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -391721.875000 Penalty: 3855.076416
	Iteration 9Q: 3 clusters Score -391721.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -391752.000000 Penalty: 3855.076416
	Iteration 10Q: 3 clusters Score -391752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -391772.218750 Penalty: 3855.076416
	Iteration 11Q: 3 clusters Score -391772.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -391786.656250 Penalty: 3855.076416
	Iteration 12Q: 3 clusters Score -391786.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -391806.031250 Penalty: 3855.076416
	Iteration 13Q: 3 clusters Score -391806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -391820.562500 Penalty: 3855.076416
	Iteration 14Q: 3 clusters Score -391820.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -391835.156250 Penalty: 3855.076416
	Iteration 15Q: 3 clusters Score -391835.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -391852.000000 Penalty: 3855.076416
	Iteration 16Q: 3 clusters Score -391852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -391867.718750 Penalty: 3855.076416
	Iteration 17Q: 3 clusters Score -391867.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -391879.843750 Penalty: 3855.076416
	Iteration 18Q: 3 clusters Score -391879.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -391890.906250 Penalty: 3855.076416
	Iteration 19Q: 3 clusters Score -391890.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -391906.406250 Penalty: 3855.076416
	Iteration 20F: 3 clusters Score -391906.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -391919.531250 Penalty: 3855.076416
	Iteration 21Q: 3 clusters Score -391919.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -391933.218750 Penalty: 3855.076416
	Iteration 22Q: 3 clusters Score -391933.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -391941.156250 Penalty: 3855.076416
	Iteration 23Q: 3 clusters Score -391941.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -391951.437500 Penalty: 3855.076416
	Iteration 24Q: 3 clusters Score -391951.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -391966.125000 Penalty: 3855.076416
	Iteration 25Q: 3 clusters Score -391966.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -391978.468750 Penalty: 3855.076416
	Iteration 26Q: 3 clusters Score -391978.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -391985.593750 Penalty: 3855.076416
	Iteration 27Q: 3 clusters Score -391985.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -391992.093750 Penalty: 3855.076416
	Iteration 28Q: 3 clusters Score -391992.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -391996.218750 Penalty: 3855.076416
	Iteration 29Q: 3 clusters Score -391996.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -392000.156250 Penalty: 3855.076416
	Iteration 30Q: 3 clusters Score -392000.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -392010.468750 Penalty: 3855.076416
	Iteration 31Q: 3 clusters Score -392010.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -392020.062500 Penalty: 3855.076416
	Iteration 32Q: 3 clusters Score -392020.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -392031.062500 Penalty: 3855.076416
	Iteration 33Q: 3 clusters Score -392031.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -392038.125000 Penalty: 3855.076416
	Iteration 34Q: 3 clusters Score -392038.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -392046.687500 Penalty: 3855.076416
	Iteration 35Q: 3 clusters Score -392046.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -392051.062500 Penalty: 3855.076416
	Iteration 36Q: 3 clusters Score -392051.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -392054.156250 Penalty: 3855.076416
	Iteration 37Q: 3 clusters Score -392054.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -392058.468750 Penalty: 3855.076416
	Iteration 38Q: 3 clusters Score -392058.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -392061.281250 Penalty: 3855.076416
	Iteration 39Q: 3 clusters Score -392061.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -392062.500000 Penalty: 3855.076416
	Iteration 40F: 3 clusters Score -392062.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -392065.656250 Penalty: 3855.076416
	Iteration 41Q: 3 clusters Score -392065.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -392070.000000 Penalty: 3855.076416
	Iteration 42Q: 3 clusters Score -392070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -392072.343750 Penalty: 3855.076416
	Iteration 43Q: 3 clusters Score -392072.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -392073.406250 Penalty: 3855.076416
	Iteration 44Q: 3 clusters Score -392073.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -392073.406250 Penalty: 3855.076416
	Iteration 45F: 3 clusters Score -392073.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -64425.507812 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -64425.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -63431.156250 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -63431.16 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63887.367188 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -63887.37 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64068.300781 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -64068.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64244.125000 Penalty: 3051.755371
	Iteration 3F: 3 clusters Score -64244.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -64352.242188 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -64352.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -64372.753906 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -64372.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64373.820312 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -64373.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64374.796875 Penalty: 3051.755371
	Iteration 7F: 3 clusters Score -64374.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -64405.757812 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -64405.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -64432.515625 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -64432.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64440.019531 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -64440.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -64448.777344 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -64448.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64450.351562 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -64450.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64450.351562 Penalty: 3051.755371
	Iteration 13F: 3 clusters Score -64450.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 122 members 
Mstep: Class 3 contains 12493 members 
Mstep: Class 4 contains 11150 members 
Mstep: Class 5 contains 3579 members 
Mstep: Class 6 contains 11245 members 
Mstep: Class 7 contains 12010 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13136 members 
Mstep: Class 10 contains 13812 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6211 members 
Mstep: Class 14 contains 54767 members 
Mstep: Class 15 contains 11157 members 
Mstep: Class 16 contains 70459 members 
Mstep: Class 17 contains 61803 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12107 members 
Mstep: Class 22 contains 51573 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74014 members 
Mstep: Class 31 contains 25314 members 
Mstep: Class 32 contains 33845 members 
Mstep: Class 33 contains 26496 members 
Mstep: Class 34 contains 32784 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16813 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44062 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15687 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11553 members 
Mstep: Class 47 contains 348 members 
Entering Unmasked Estep 
Score: -115037264.000000 Penalty: 156896.109375
Splitting cluster 2 changes total score from -115039048.000000 to -115037264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (12493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Entering Unmasked Estep 
Score: -1999293.375000 Penalty: 2339.364990
	Iteration 0F: 2 clusters Score -1999293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1990033.750000 Penalty: 4678.729980
	Iteration 0F: 3 clusters Score -1990034 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1992879.500000 Penalty: 4678.729980
	Iteration 1F: 3 clusters Score -1992880 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1993258.875000 Penalty: 4678.729980
	Iteration 2F: 3 clusters Score -1993259 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1993587.875000 Penalty: 4678.729980
	Iteration 3F: 3 clusters Score -1993588 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1993969.750000 Penalty: 4678.729980
	Iteration 4F: 3 clusters Score -1993970 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1994401.875000 Penalty: 4678.729980
	Iteration 5Q: 3 clusters Score -1994402 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1994938.125000 Penalty: 4678.729980
	Iteration 6F: 3 clusters Score -1994938 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1995573.625000 Penalty: 4678.729980
	Iteration 7F: 3 clusters Score -1995574 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1996202.500000 Penalty: 4678.729980
	Iteration 8F: 3 clusters Score -1996202 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1996695.125000 Penalty: 4678.729980
	Iteration 9F: 3 clusters Score -1996695 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1997033.625000 Penalty: 4678.729980
	Iteration 10Q: 3 clusters Score -1997034 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1997246.375000 Penalty: 4678.729980
	Iteration 11Q: 3 clusters Score -1997246 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1997369.875000 Penalty: 4678.729980
	Iteration 12Q: 3 clusters Score -1997370 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1997440.000000 Penalty: 4678.729980
	Iteration 13Q: 3 clusters Score -1997440 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1997489.875000 Penalty: 4678.729980
	Iteration 14Q: 3 clusters Score -1997490 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1997528.625000 Penalty: 4678.729980
	Iteration 15Q: 3 clusters Score -1997529 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1997550.500000 Penalty: 4678.729980
	Iteration 16Q: 3 clusters Score -1997550 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1997570.000000 Penalty: 4678.729980
	Iteration 17Q: 3 clusters Score -1997570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1997580.875000 Penalty: 4678.729980
	Iteration 18Q: 3 clusters Score -1997581 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1997591.625000 Penalty: 4678.729980
	Iteration 19Q: 3 clusters Score -1997592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1997602.375000 Penalty: 4678.729980
	Iteration 20F: 3 clusters Score -1997602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1997607.375000 Penalty: 4678.729980
	Iteration 21Q: 3 clusters Score -1997607 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1997610.000000 Penalty: 4678.729980
	Iteration 22Q: 3 clusters Score -1997610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1997617.125000 Penalty: 4678.729980
	Iteration 23Q: 3 clusters Score -1997617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1997621.375000 Penalty: 4678.729980
	Iteration 24Q: 3 clusters Score -1997621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1997622.250000 Penalty: 4678.729980
	Iteration 25Q: 3 clusters Score -1997622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1997626.625000 Penalty: 4678.729980
	Iteration 26Q: 3 clusters Score -1997627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1997628.250000 Penalty: 4678.729980
	Iteration 27Q: 3 clusters Score -1997628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1997635.000000 Penalty: 4678.729980
	Iteration 28Q: 3 clusters Score -1997635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1997634.500000 Penalty: 4678.729980
	Iteration 29Q: 3 clusters Score -1997634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1997639.875000 Penalty: 4678.729980
	Iteration 30Q: 3 clusters Score -1997640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1997640.625000 Penalty: 4678.729980
	Iteration 31Q: 3 clusters Score -1997641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1997642.375000 Penalty: 4678.729980
	Iteration 32Q: 3 clusters Score -1997642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1997646.750000 Penalty: 4678.729980
	Iteration 33Q: 3 clusters Score -1997647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1997647.750000 Penalty: 4678.729980
	Iteration 34Q: 3 clusters Score -1997648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1997648.375000 Penalty: 4678.729980
	Iteration 35Q: 3 clusters Score -1997648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1997654.500000 Penalty: 4678.729980
	Iteration 36Q: 3 clusters Score -1997654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1997659.125000 Penalty: 4678.729980
	Iteration 37Q: 3 clusters Score -1997659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1997662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1997661.500000 Penalty: 4678.729980
	Iteration 40F: 3 clusters Score -1997662 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1997668 nChanged 20
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Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1997668 nChanged 22
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Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1997671.875000 Penalty: 4678.729980
	Iteration 43Q: 3 clusters Score -1997672 nChanged 24
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Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1997692 nChanged 32
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Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1997701 nChanged 34
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Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1997707 nChanged 24
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Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1997725 nChanged 34
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Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1997729 nChanged 35
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Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1997744 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1997761 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1997765 nChanged 38
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Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1997774 nChanged 35
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Mstep: Class 1 contains 3904 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 8607 members 
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	Iteration 59Q: 3 clusters Score -1997783 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1997793 nChanged 33
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Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1997798 nChanged 31
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Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1997805 nChanged 34
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Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1997813 nChanged 32
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Mstep: Class 1 contains 3737 members 
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Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1997818 nChanged 27
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Mstep: Class 1 contains 3680 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1997827 nChanged 29
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Mstep: Class 1 contains 3651 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1997839 nChanged 31
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Mstep: Class 1 contains 3622 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 8910 members 
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	Iteration 69Q: 3 clusters Score -1997855 nChanged 42
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	Iteration 70Q: 3 clusters Score -1997866 nChanged 37
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	Iteration 71Q: 3 clusters Score -1997872 nChanged 29
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	Iteration 72Q: 3 clusters Score -1997875 nChanged 30
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Mstep: Class 1 contains 3417 members 
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Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 9101 members 
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Mstep: Class 2 contains 9127 members 
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Mstep: Class 1 contains 3331 members 
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	Iteration 78Q: 3 clusters Score -1997916 nChanged 46
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Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 9204 members 
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	Iteration 79Q: 3 clusters Score -1997932 nChanged 43
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Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 9241 members 
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	Iteration 80F: 3 clusters Score -1997943 nChanged 40
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Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1997958 nChanged 51
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Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 9318 members 
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	Iteration 82Q: 3 clusters Score -1997967 nChanged 47
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Mstep: Class 1 contains 3132 members 
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	Iteration 83Q: 3 clusters Score -1997979 nChanged 36
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Mstep: Class 1 contains 3104 members 
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	Iteration 84Q: 3 clusters Score -1997988 nChanged 27
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Mstep: Class 1 contains 3079 members 
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	Iteration 85Q: 3 clusters Score -1997994 nChanged 33
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Mstep: Class 1 contains 3048 members 
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	Iteration 86Q: 3 clusters Score -1998004 nChanged 31
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	Iteration 87Q: 3 clusters Score -1998015 nChanged 36
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Mstep: Class 1 contains 2991 members 
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	Iteration 88Q: 3 clusters Score -1998022 nChanged 30
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Mstep: Class 1 contains 2965 members 
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	Iteration 89Q: 3 clusters Score -1998027 nChanged 35
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Mstep: Class 1 contains 2938 members 
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	Iteration 90Q: 3 clusters Score -1998031 nChanged 25
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Mstep: Class 1 contains 2915 members 
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	Iteration 91Q: 3 clusters Score -1998036 nChanged 26
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Mstep: Class 1 contains 2893 members 
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	Iteration 92Q: 3 clusters Score -1998044 nChanged 23
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Mstep: Class 1 contains 2874 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1998050 nChanged 21
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Mstep: Class 1 contains 2855 members 
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	Iteration 94Q: 3 clusters Score -1998056 nChanged 21
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Mstep: Class 1 contains 2836 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1998057 nChanged 18
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Mstep: Class 1 contains 2818 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1998063 nChanged 15
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Mstep: Class 1 contains 2803 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1998063 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1998063 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2782 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1998066 nChanged 8
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Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1998069.000000 Penalty: 4678.729980
	Iteration 100F: 3 clusters Score -1998069 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1998068 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1998071.500000 Penalty: 4678.729980
	Iteration 102Q: 3 clusters Score -1998072 nChanged 15
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Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1998071 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2734 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1998074 nChanged 14
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Mstep: Class 1 contains 2720 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1998078 nChanged 14
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Mstep: Class 1 contains 2706 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1998086 nChanged 17
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Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1998086 nChanged 26
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Mstep: Class 1 contains 2663 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1998092 nChanged 20
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Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1998098 nChanged 20
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Mstep: Class 1 contains 2627 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1998101 nChanged 16
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1998105 nChanged 14
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Mstep: Class 1 contains 2601 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1998110 nChanged 11
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Mstep: Class 1 contains 2592 members 
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Score: -1998111.625000 Penalty: 4678.729980
	Iteration 113Q: 3 clusters Score -1998112 nChanged 12
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Mstep: Class 1 contains 2580 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1998114 nChanged 8
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	Iteration 115Q: 3 clusters Score -1998113 nChanged 10
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Mstep: Class 1 contains 2562 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1998114 nChanged 9
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	Iteration 117Q: 3 clusters Score -1998116 nChanged 11
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1998119 nChanged 9
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Mstep: Class 1 contains 2533 members 
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Entering Unmasked Estep 
Score: -1998120.625000 Penalty: 4678.729980
	Iteration 119Q: 3 clusters Score -1998121 nChanged 7
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1998121 nChanged 10
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Mstep: Class 1 contains 2518 members 
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	Iteration 121Q: 3 clusters Score -1998120 nChanged 6
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Mstep: Class 1 contains 2512 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1998121 nChanged 11
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1998124 nChanged 5
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1998129 nChanged 5
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	Iteration 125Q: 3 clusters Score -1998130 nChanged 5
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1998131 nChanged 8
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1998130 nChanged 6
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	Iteration 128Q: 3 clusters Score -1998129 nChanged 8
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Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1998130 nChanged 3
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Mstep: Class 1 contains 2463 members 
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	Iteration 130Q: 3 clusters Score -1998130 nChanged 3
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Mstep: Class 1 contains 2460 members 
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Score: -1998131.250000 Penalty: 4678.729980
	Iteration 131Q: 3 clusters Score -1998131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1998129.875000 Penalty: 4678.729980
	Iteration 132Q: 3 clusters Score -1998130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1998133.125000 Penalty: 4678.729980
	Iteration 133Q: 3 clusters Score -1998133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1998136.500000 Penalty: 4678.729980
	Iteration 134Q: 3 clusters Score -1998136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1998135.750000 Penalty: 4678.729980
	Iteration 135Q: 3 clusters Score -1998136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1998136.500000 Penalty: 4678.729980
	Iteration 136Q: 3 clusters Score -1998136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1998138.750000 Penalty: 4678.729980
	Iteration 137Q: 3 clusters Score -1998139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1998137.375000 Penalty: 4678.729980
	Iteration 138Q: 3 clusters Score -1998137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1998136.625000 Penalty: 4678.729980
	Iteration 139Q: 3 clusters Score -1998137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1998136.250000 Penalty: 4678.729980
	Iteration 140F: 3 clusters Score -1998136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1998137.000000 Penalty: 4678.729980
	Iteration 141Q: 3 clusters Score -1998137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1998137.000000 Penalty: 4678.729980
	Iteration 142F: 3 clusters Score -1998137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Entering Unmasked Estep 
Score: -1792496.500000 Penalty: 2311.160400
	Iteration 0F: 2 clusters Score -1792496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1784159.250000 Penalty: 4622.320801
	Iteration 0F: 3 clusters Score -1784159 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1786741.875000 Penalty: 4622.320801
	Iteration 1F: 3 clusters Score -1786742 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1787230.375000 Penalty: 4622.320801
	Iteration 2F: 3 clusters Score -1787230 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1787667.250000 Penalty: 4622.320801
	Iteration 3F: 3 clusters Score -1787667 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1788087.000000 Penalty: 4622.320801
	Iteration 4F: 3 clusters Score -1788087 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1788462.500000 Penalty: 4622.320801
	Iteration 5F: 3 clusters Score -1788462 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1788745.125000 Penalty: 4622.320801
	Iteration 6Q: 3 clusters Score -1788745 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1788973.625000 Penalty: 4622.320801
	Iteration 7Q: 3 clusters Score -1788974 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1789177.750000 Penalty: 4622.320801
	Iteration 8Q: 3 clusters Score -1789178 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1789367.250000 Penalty: 4622.320801
	Iteration 9Q: 3 clusters Score -1789367 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1789549.375000 Penalty: 4622.320801
	Iteration 10Q: 3 clusters Score -1789549 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1789715.375000 Penalty: 4622.320801
	Iteration 11Q: 3 clusters Score -1789715 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1789860.625000 Penalty: 4622.320801
	Iteration 12Q: 3 clusters Score -1789861 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1789963.250000 Penalty: 4622.320801
	Iteration 13Q: 3 clusters Score -1789963 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1790032.250000 Penalty: 4622.320801
	Iteration 14Q: 3 clusters Score -1790032 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1790078.875000 Penalty: 4622.320801
	Iteration 15Q: 3 clusters Score -1790079 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1790112.500000 Penalty: 4622.320801
	Iteration 16Q: 3 clusters Score -1790112 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1790145.375000 Penalty: 4622.320801
	Iteration 17Q: 3 clusters Score -1790145 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1790170.125000 Penalty: 4622.320801
	Iteration 18Q: 3 clusters Score -1790170 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1790192.625000 Penalty: 4622.320801
	Iteration 19Q: 3 clusters Score -1790193 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1790209.000000 Penalty: 4622.320801
	Iteration 20F: 3 clusters Score -1790209 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1790230.250000 Penalty: 4622.320801
	Iteration 21Q: 3 clusters Score -1790230 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1790245.500000 Penalty: 4622.320801
	Iteration 22Q: 3 clusters Score -1790246 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1790266.875000 Penalty: 4622.320801
	Iteration 23Q: 3 clusters Score -1790267 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1790290.875000 Penalty: 4622.320801
	Iteration 24Q: 3 clusters Score -1790291 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1790309.000000 Penalty: 4622.320801
	Iteration 25Q: 3 clusters Score -1790309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1790314.250000 Penalty: 4622.320801
	Iteration 26Q: 3 clusters Score -1790314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1790319.250000 Penalty: 4622.320801
	Iteration 27Q: 3 clusters Score -1790319 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1790334.250000 Penalty: 4622.320801
	Iteration 28Q: 3 clusters Score -1790334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1790343.625000 Penalty: 4622.320801
	Iteration 29Q: 3 clusters Score -1790344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1790347.500000 Penalty: 4622.320801
	Iteration 30Q: 3 clusters Score -1790348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1790350.875000 Penalty: 4622.320801
	Iteration 31Q: 3 clusters Score -1790351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1790362.000000 Penalty: 4622.320801
	Iteration 32Q: 3 clusters Score -1790362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1790369.125000 Penalty: 4622.320801
	Iteration 33Q: 3 clusters Score -1790369 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1790379.500000 Penalty: 4622.320801
	Iteration 34Q: 3 clusters Score -1790380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1790389.500000 Penalty: 4622.320801
	Iteration 35Q: 3 clusters Score -1790390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1790395.375000 Penalty: 4622.320801
	Iteration 36Q: 3 clusters Score -1790395 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1790407.500000 Penalty: 4622.320801
	Iteration 37Q: 3 clusters Score -1790408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1790412.000000 Penalty: 4622.320801
	Iteration 38Q: 3 clusters Score -1790412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1790414.125000 Penalty: 4622.320801
	Iteration 39Q: 3 clusters Score -1790414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1790418.875000 Penalty: 4622.320801
	Iteration 40F: 3 clusters Score -1790419 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1790429.125000 Penalty: 4622.320801
	Iteration 41Q: 3 clusters Score -1790429 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1790442.250000 Penalty: 4622.320801
	Iteration 42Q: 3 clusters Score -1790442 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1790446.875000 Penalty: 4622.320801
	Iteration 43Q: 3 clusters Score -1790447 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1790458.250000 Penalty: 4622.320801
	Iteration 44Q: 3 clusters Score -1790458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1790459.625000 Penalty: 4622.320801
	Iteration 45Q: 3 clusters Score -1790460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1790466.875000 Penalty: 4622.320801
	Iteration 46Q: 3 clusters Score -1790467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1790474.750000 Penalty: 4622.320801
	Iteration 47Q: 3 clusters Score -1790475 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1790489.750000 Penalty: 4622.320801
	Iteration 48Q: 3 clusters Score -1790490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1790494.250000 Penalty: 4622.320801
	Iteration 49Q: 3 clusters Score -1790494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1790499.375000 Penalty: 4622.320801
	Iteration 50Q: 3 clusters Score -1790499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1790505.750000 Penalty: 4622.320801
	Iteration 51Q: 3 clusters Score -1790506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1790508.375000 Penalty: 4622.320801
	Iteration 52Q: 3 clusters Score -1790508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1790515.000000 Penalty: 4622.320801
	Iteration 53Q: 3 clusters Score -1790515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1790517.125000 Penalty: 4622.320801
	Iteration 54Q: 3 clusters Score -1790517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1790522.750000 Penalty: 4622.320801
	Iteration 55Q: 3 clusters Score -1790523 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1790528.250000 Penalty: 4622.320801
	Iteration 56Q: 3 clusters Score -1790528 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1790542.750000 Penalty: 4622.320801
	Iteration 57Q: 3 clusters Score -1790543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1790556.000000 Penalty: 4622.320801
	Iteration 58Q: 3 clusters Score -1790556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1790565.375000 Penalty: 4622.320801
	Iteration 59Q: 3 clusters Score -1790565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1790566.000000 Penalty: 4622.320801
	Iteration 60F: 3 clusters Score -1790566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1790570.250000 Penalty: 4622.320801
	Iteration 61Q: 3 clusters Score -1790570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1790577.500000 Penalty: 4622.320801
	Iteration 62Q: 3 clusters Score -1790578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1790584.875000 Penalty: 4622.320801
	Iteration 63Q: 3 clusters Score -1790585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1790587.375000 Penalty: 4622.320801
	Iteration 64Q: 3 clusters Score -1790587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1790585.750000 Penalty: 4622.320801
	Iteration 65Q: 3 clusters Score -1790586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1790590.875000 Penalty: 4622.320801
	Iteration 66Q: 3 clusters Score -1790591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1790594.375000 Penalty: 4622.320801
	Iteration 67Q: 3 clusters Score -1790594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1790594.500000 Penalty: 4622.320801
	Iteration 68Q: 3 clusters Score -1790594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1790598.375000 Penalty: 4622.320801
	Iteration 69Q: 3 clusters Score -1790598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1790598.125000 Penalty: 4622.320801
	Iteration 70Q: 3 clusters Score -1790598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1790598.500000 Penalty: 4622.320801
	Iteration 71Q: 3 clusters Score -1790598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1790602.625000 Penalty: 4622.320801
	Iteration 72Q: 3 clusters Score -1790603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1790597.375000 Penalty: 4622.320801
	Iteration 73Q: 3 clusters Score -1790597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1790597.625000 Penalty: 4622.320801
	Iteration 74Q: 3 clusters Score -1790598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1790600.625000 Penalty: 4622.320801
	Iteration 75Q: 3 clusters Score -1790601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1790598.875000 Penalty: 4622.320801
	Iteration 76Q: 3 clusters Score -1790599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1790599.375000 Penalty: 4622.320801
	Iteration 77Q: 3 clusters Score -1790599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1790599.375000 Penalty: 4622.320801
	Iteration 78F: 3 clusters Score -1790599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Entering Unmasked Estep 
Score: -587643.062500 Penalty: 2029.343994
	Iteration 0F: 2 clusters Score -587643.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -583987.187500 Penalty: 4058.687988
	Iteration 0F: 3 clusters Score -583987.2 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -584769.437500 Penalty: 4058.687988
	Iteration 1F: 3 clusters Score -584769.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -584966.437500 Penalty: 4058.687988
	Iteration 2F: 3 clusters Score -584966.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -585082.625000 Penalty: 4058.687988
	Iteration 3F: 3 clusters Score -585082.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -585147.187500 Penalty: 4058.687988
	Iteration 4Q: 3 clusters Score -585147.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -585192.062500 Penalty: 4058.687988
	Iteration 5Q: 3 clusters Score -585192.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -585233.125000 Penalty: 4058.687988
	Iteration 6Q: 3 clusters Score -585233.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -585258.875000 Penalty: 4058.687988
	Iteration 7Q: 3 clusters Score -585258.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -585280.812500 Penalty: 4058.687988
	Iteration 8Q: 3 clusters Score -585280.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -585306.750000 Penalty: 4058.687988
	Iteration 9Q: 3 clusters Score -585306.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -585332.875000 Penalty: 4058.687988
	Iteration 10Q: 3 clusters Score -585332.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -585356.125000 Penalty: 4058.687988
	Iteration 11Q: 3 clusters Score -585356.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -585371.125000 Penalty: 4058.687988
	Iteration 12Q: 3 clusters Score -585371.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -585385.375000 Penalty: 4058.687988
	Iteration 13Q: 3 clusters Score -585385.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -585393.187500 Penalty: 4058.687988
	Iteration 14Q: 3 clusters Score -585393.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -585406.312500 Penalty: 4058.687988
	Iteration 15Q: 3 clusters Score -585406.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -585415.750000 Penalty: 4058.687988
	Iteration 16Q: 3 clusters Score -585415.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -585427.875000 Penalty: 4058.687988
	Iteration 17Q: 3 clusters Score -585427.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -585434.000000 Penalty: 4058.687988
	Iteration 18Q: 3 clusters Score -585434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -585441.125000 Penalty: 4058.687988
	Iteration 19Q: 3 clusters Score -585441.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -585448.062500 Penalty: 4058.687988
	Iteration 20F: 3 clusters Score -585448.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -585451.500000 Penalty: 4058.687988
	Iteration 21Q: 3 clusters Score -585451.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -585452.687500 Penalty: 4058.687988
	Iteration 22Q: 3 clusters Score -585452.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -585454.312500 Penalty: 4058.687988
	Iteration 23Q: 3 clusters Score -585454.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -585455.687500 Penalty: 4058.687988
	Iteration 24Q: 3 clusters Score -585455.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -585455.625000 Penalty: 4058.687988
	Iteration 25Q: 3 clusters Score -585455.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -585456.562500 Penalty: 4058.687988
	Iteration 26Q: 3 clusters Score -585456.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -585457.312500 Penalty: 4058.687988
	Iteration 27Q: 3 clusters Score -585457.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -585457.937500 Penalty: 4058.687988
	Iteration 28Q: 3 clusters Score -585457.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -585458.562500 Penalty: 4058.687988
	Iteration 29Q: 3 clusters Score -585458.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -585459.500000 Penalty: 4058.687988
	Iteration 30Q: 3 clusters Score -585459.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -585459.687500 Penalty: 4058.687988
	Iteration 31Q: 3 clusters Score -585459.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -585460.750000 Penalty: 4058.687988
	Iteration 32Q: 3 clusters Score -585460.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -585460.125000 Penalty: 4058.687988
	Iteration 33Q: 3 clusters Score -585460.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -585460.125000 Penalty: 4058.687988
	Iteration 34F: 3 clusters Score -585460.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Entering Unmasked Estep 
Score: -1715225.875000 Penalty: 2313.264404
	Iteration 0F: 2 clusters Score -1715226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1706733.750000 Penalty: 4626.528809
	Iteration 0F: 3 clusters Score -1706734 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1709290.625000 Penalty: 4626.528809
	Iteration 1F: 3 clusters Score -1709291 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1709721.750000 Penalty: 4626.528809
	Iteration 2F: 3 clusters Score -1709722 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1710219.375000 Penalty: 4626.528809
	Iteration 3F: 3 clusters Score -1710219 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1710756.875000 Penalty: 4626.528809
	Iteration 4F: 3 clusters Score -1710757 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1711283.500000 Penalty: 4626.528809
	Iteration 5F: 3 clusters Score -1711284 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1711726.625000 Penalty: 4626.528809
	Iteration 6F: 3 clusters Score -1711727 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1712107.875000 Penalty: 4626.528809
	Iteration 7F: 3 clusters Score -1712108 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1712408.250000 Penalty: 4626.528809
	Iteration 8Q: 3 clusters Score -1712408 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1712667.500000 Penalty: 4626.528809
	Iteration 9Q: 3 clusters Score -1712668 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1712895.125000 Penalty: 4626.528809
	Iteration 10Q: 3 clusters Score -1712895 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1713101.250000 Penalty: 4626.528809
	Iteration 11Q: 3 clusters Score -1713101 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1713278.625000 Penalty: 4626.528809
	Iteration 12Q: 3 clusters Score -1713279 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1713517.500000 Penalty: 4626.528809
	Iteration 13Q: 3 clusters Score -1713518 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1713703.625000 Penalty: 4626.528809
	Iteration 14Q: 3 clusters Score -1713704 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1713871.625000 Penalty: 4626.528809
	Iteration 15Q: 3 clusters Score -1713872 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1714022.000000 Penalty: 4626.528809
	Iteration 16Q: 3 clusters Score -1714022 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1714153.125000 Penalty: 4626.528809
	Iteration 17Q: 3 clusters Score -1714153 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1714233.750000 Penalty: 4626.528809
	Iteration 18Q: 3 clusters Score -1714234 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1714314.500000 Penalty: 4626.528809
	Iteration 19Q: 3 clusters Score -1714314 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1714361.875000 Penalty: 4626.528809
	Iteration 20F: 3 clusters Score -1714362 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1714391.250000 Penalty: 4626.528809
	Iteration 21Q: 3 clusters Score -1714391 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1714418.750000 Penalty: 4626.528809
	Iteration 22Q: 3 clusters Score -1714419 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1714431.125000 Penalty: 4626.528809
	Iteration 23Q: 3 clusters Score -1714431 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1714444.500000 Penalty: 4626.528809
	Iteration 24Q: 3 clusters Score -1714444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1714452.125000 Penalty: 4626.528809
	Iteration 25Q: 3 clusters Score -1714452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1714460.000000 Penalty: 4626.528809
	Iteration 26Q: 3 clusters Score -1714460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1714462.625000 Penalty: 4626.528809
	Iteration 27Q: 3 clusters Score -1714463 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1714466.750000 Penalty: 4626.528809
	Iteration 28Q: 3 clusters Score -1714467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1714471.000000 Penalty: 4626.528809
	Iteration 29Q: 3 clusters Score -1714471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1714476.625000 Penalty: 4626.528809
	Iteration 30Q: 3 clusters Score -1714477 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1714482.750000 Penalty: 4626.528809
	Iteration 31Q: 3 clusters Score -1714483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1714492.250000 Penalty: 4626.528809
	Iteration 32Q: 3 clusters Score -1714492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1714502.500000 Penalty: 4626.528809
	Iteration 33Q: 3 clusters Score -1714502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1714510.125000 Penalty: 4626.528809
	Iteration 34Q: 3 clusters Score -1714510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1714518.875000 Penalty: 4626.528809
	Iteration 35Q: 3 clusters Score -1714519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1714521.375000 Penalty: 4626.528809
	Iteration 36Q: 3 clusters Score -1714521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1714519.875000 Penalty: 4626.528809
	Iteration 37Q: 3 clusters Score -1714520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1714525.875000 Penalty: 4626.528809
	Iteration 38Q: 3 clusters Score -1714526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1714530.375000 Penalty: 4626.528809
	Iteration 39Q: 3 clusters Score -1714530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1714533.500000 Penalty: 4626.528809
	Iteration 40F: 3 clusters Score -1714534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1714537.625000 Penalty: 4626.528809
	Iteration 41Q: 3 clusters Score -1714538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1714541.125000 Penalty: 4626.528809
	Iteration 42Q: 3 clusters Score -1714541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1714545.125000 Penalty: 4626.528809
	Iteration 43Q: 3 clusters Score -1714545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1714549.750000 Penalty: 4626.528809
	Iteration 44Q: 3 clusters Score -1714550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1714550.875000 Penalty: 4626.528809
	Iteration 45Q: 3 clusters Score -1714551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1714551.375000 Penalty: 4626.528809
	Iteration 46Q: 3 clusters Score -1714551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1714559.000000 Penalty: 4626.528809
	Iteration 47Q: 3 clusters Score -1714559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1714560.125000 Penalty: 4626.528809
	Iteration 48Q: 3 clusters Score -1714560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1714564.500000 Penalty: 4626.528809
	Iteration 49Q: 3 clusters Score -1714564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1714562.875000 Penalty: 4626.528809
	Iteration 50Q: 3 clusters Score -1714563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1714563.250000 Penalty: 4626.528809
	Iteration 51Q: 3 clusters Score -1714563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1714560.375000 Penalty: 4626.528809
	Iteration 52Q: 3 clusters Score -1714560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1714565.250000 Penalty: 4626.528809
	Iteration 53Q: 3 clusters Score -1714565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1714564.500000 Penalty: 4626.528809
	Iteration 54Q: 3 clusters Score -1714564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1714565.375000 Penalty: 4626.528809
	Iteration 55Q: 3 clusters Score -1714565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1714563.625000 Penalty: 4626.528809
	Iteration 56Q: 3 clusters Score -1714564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1714563.625000 Penalty: 4626.528809
	Iteration 57F: 3 clusters Score -1714564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Entering Unmasked Estep 
Score: -1912067.000000 Penalty: 2329.586670
	Iteration 0F: 2 clusters Score -1912067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1903157.000000 Penalty: 4659.173340
	Iteration 0F: 3 clusters Score -1903157 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1906029.500000 Penalty: 4659.173340
	Iteration 1F: 3 clusters Score -1906030 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1906682.750000 Penalty: 4659.173340
	Iteration 2F: 3 clusters Score -1906683 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1907383.500000 Penalty: 4659.173340
	Iteration 3F: 3 clusters Score -1907384 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1908084.875000 Penalty: 4659.173340
	Iteration 4F: 3 clusters Score -1908085 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1908745.000000 Penalty: 4659.173340
	Iteration 5F: 3 clusters Score -1908745 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1909199.125000 Penalty: 4659.173340
	Iteration 6F: 3 clusters Score -1909199 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1909561.500000 Penalty: 4659.173340
	Iteration 7Q: 3 clusters Score -1909562 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1909882.250000 Penalty: 4659.173340
	Iteration 8Q: 3 clusters Score -1909882 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1910136.875000 Penalty: 4659.173340
	Iteration 9Q: 3 clusters Score -1910137 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1910336.125000 Penalty: 4659.173340
	Iteration 10Q: 3 clusters Score -1910336 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1910474.500000 Penalty: 4659.173340
	Iteration 11Q: 3 clusters Score -1910474 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1910580.750000 Penalty: 4659.173340
	Iteration 12Q: 3 clusters Score -1910581 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1910650.000000 Penalty: 4659.173340
	Iteration 13Q: 3 clusters Score -1910650 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1910698.625000 Penalty: 4659.173340
	Iteration 14Q: 3 clusters Score -1910699 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1910743.375000 Penalty: 4659.173340
	Iteration 15Q: 3 clusters Score -1910743 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1910789.000000 Penalty: 4659.173340
	Iteration 16Q: 3 clusters Score -1910789 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1910827.750000 Penalty: 4659.173340
	Iteration 17Q: 3 clusters Score -1910828 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1910855.750000 Penalty: 4659.173340
	Iteration 18Q: 3 clusters Score -1910856 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1910879.750000 Penalty: 4659.173340
	Iteration 19Q: 3 clusters Score -1910880 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1910901.000000 Penalty: 4659.173340
	Iteration 20F: 3 clusters Score -1910901 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1910919.125000 Penalty: 4659.173340
	Iteration 21Q: 3 clusters Score -1910919 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1910935.625000 Penalty: 4659.173340
	Iteration 22Q: 3 clusters Score -1910936 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1910951.625000 Penalty: 4659.173340
	Iteration 23Q: 3 clusters Score -1910952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1910971.875000 Penalty: 4659.173340
	Iteration 24Q: 3 clusters Score -1910972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1910977.375000 Penalty: 4659.173340
	Iteration 25Q: 3 clusters Score -1910977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1910982.250000 Penalty: 4659.173340
	Iteration 26Q: 3 clusters Score -1910982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1910995.500000 Penalty: 4659.173340
	Iteration 27Q: 3 clusters Score -1910996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1911001.125000 Penalty: 4659.173340
	Iteration 28Q: 3 clusters Score -1911001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1911007.375000 Penalty: 4659.173340
	Iteration 29Q: 3 clusters Score -1911007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1911014.625000 Penalty: 4659.173340
	Iteration 30Q: 3 clusters Score -1911015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1911015.250000 Penalty: 4659.173340
	Iteration 31Q: 3 clusters Score -1911015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1911029.125000 Penalty: 4659.173340
	Iteration 32Q: 3 clusters Score -1911029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1911036.875000 Penalty: 4659.173340
	Iteration 33Q: 3 clusters Score -1911037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1911046.875000 Penalty: 4659.173340
	Iteration 34Q: 3 clusters Score -1911047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1911054.500000 Penalty: 4659.173340
	Iteration 35Q: 3 clusters Score -1911054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1911050.500000 Penalty: 4659.173340
	Iteration 36Q: 3 clusters Score -1911050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1911051.125000 Penalty: 4659.173340
	Iteration 37Q: 3 clusters Score -1911051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1911051.500000 Penalty: 4659.173340
	Iteration 38Q: 3 clusters Score -1911052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1911051.500000 Penalty: 4659.173340
	Iteration 39Q: 3 clusters Score -1911052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1911051.375000 Penalty: 4659.173340
	Iteration 40F: 3 clusters Score -1911051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1911054.250000 Penalty: 4659.173340
	Iteration 41Q: 3 clusters Score -1911054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1911057.250000 Penalty: 4659.173340
	Iteration 42Q: 3 clusters Score -1911057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1911057.250000 Penalty: 4659.173340
	Iteration 43Q: 3 clusters Score -1911057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1911064.125000 Penalty: 4659.173340
	Iteration 44Q: 3 clusters Score -1911064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1911067.625000 Penalty: 4659.173340
	Iteration 45Q: 3 clusters Score -1911068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1911074.125000 Penalty: 4659.173340
	Iteration 46Q: 3 clusters Score -1911074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1911081.375000 Penalty: 4659.173340
	Iteration 47Q: 3 clusters Score -1911081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1911083.375000 Penalty: 4659.173340
	Iteration 48Q: 3 clusters Score -1911083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1911086.375000 Penalty: 4659.173340
	Iteration 49Q: 3 clusters Score -1911086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1911090.125000 Penalty: 4659.173340
	Iteration 50Q: 3 clusters Score -1911090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1911089.125000 Penalty: 4659.173340
	Iteration 51Q: 3 clusters Score -1911089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1911093.875000 Penalty: 4659.173340
	Iteration 52Q: 3 clusters Score -1911094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1911094.125000 Penalty: 4659.173340
	Iteration 53Q: 3 clusters Score -1911094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1911099.125000 Penalty: 4659.173340
	Iteration 54Q: 3 clusters Score -1911099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1911099.875000 Penalty: 4659.173340
	Iteration 55Q: 3 clusters Score -1911100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1911099.000000 Penalty: 4659.173340
	Iteration 56Q: 3 clusters Score -1911099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1911103.625000 Penalty: 4659.173340
	Iteration 57Q: 3 clusters Score -1911104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1911102.875000 Penalty: 4659.173340
	Iteration 58Q: 3 clusters Score -1911103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1911105.000000 Penalty: 4659.173340
	Iteration 59Q: 3 clusters Score -1911105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1911107.625000 Penalty: 4659.173340
	Iteration 60F: 3 clusters Score -1911108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1911113.500000 Penalty: 4659.173340
	Iteration 61Q: 3 clusters Score -1911114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1911113.250000 Penalty: 4659.173340
	Iteration 62Q: 3 clusters Score -1911113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1911118.875000 Penalty: 4659.173340
	Iteration 63Q: 3 clusters Score -1911119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1911121.875000 Penalty: 4659.173340
	Iteration 64Q: 3 clusters Score -1911122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1911120.500000 Penalty: 4659.173340
	Iteration 65Q: 3 clusters Score -1911120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1911121.750000 Penalty: 4659.173340
	Iteration 66Q: 3 clusters Score -1911122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1911124.625000 Penalty: 4659.173340
	Iteration 67Q: 3 clusters Score -1911125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1911126.625000 Penalty: 4659.173340
	Iteration 68Q: 3 clusters Score -1911127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1911125.125000 Penalty: 4659.173340
	Iteration 69Q: 3 clusters Score -1911125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1911125.875000 Penalty: 4659.173340
	Iteration 70Q: 3 clusters Score -1911126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1911128.000000 Penalty: 4659.173340
	Iteration 71Q: 3 clusters Score -1911128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1911128.125000 Penalty: 4659.173340
	Iteration 72Q: 3 clusters Score -1911128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1911130.875000 Penalty: 4659.173340
	Iteration 73Q: 3 clusters Score -1911131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1911133.250000 Penalty: 4659.173340
	Iteration 74Q: 3 clusters Score -1911133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1911131.875000 Penalty: 4659.173340
	Iteration 75Q: 3 clusters Score -1911132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1911131.875000 Penalty: 4659.173340
	Iteration 76F: 3 clusters Score -1911132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Entering Unmasked Estep 
Score: -617896.875000 Penalty: 2035.300415
	Iteration 0F: 2 clusters Score -617896.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -614209.500000 Penalty: 4070.600830
	Iteration 0F: 3 clusters Score -614209.5 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -615099.687500 Penalty: 4070.600830
	Iteration 1F: 3 clusters Score -615099.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -615428.750000 Penalty: 4070.600830
	Iteration 2F: 3 clusters Score -615428.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -615716.687500 Penalty: 4070.600830
	Iteration 3F: 3 clusters Score -615716.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -616043.812500 Penalty: 4070.600830
	Iteration 4F: 3 clusters Score -616043.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -616387.312500 Penalty: 4070.600830
	Iteration 5F: 3 clusters Score -616387.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -616606.750000 Penalty: 4070.600830
	Iteration 6F: 3 clusters Score -616606.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -616739.812500 Penalty: 4070.600830
	Iteration 7Q: 3 clusters Score -616739.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -616822.062500 Penalty: 4070.600830
	Iteration 8Q: 3 clusters Score -616822.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -616858.812500 Penalty: 4070.600830
	Iteration 9Q: 3 clusters Score -616858.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -616892.125000 Penalty: 4070.600830
	Iteration 10Q: 3 clusters Score -616892.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -616916.250000 Penalty: 4070.600830
	Iteration 11Q: 3 clusters Score -616916.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -616932.437500 Penalty: 4070.600830
	Iteration 12Q: 3 clusters Score -616932.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -616947.187500 Penalty: 4070.600830
	Iteration 13Q: 3 clusters Score -616947.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -616963.562500 Penalty: 4070.600830
	Iteration 14Q: 3 clusters Score -616963.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -616971.625000 Penalty: 4070.600830
	Iteration 15Q: 3 clusters Score -616971.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -616978.000000 Penalty: 4070.600830
	Iteration 16Q: 3 clusters Score -616978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -616981.562500 Penalty: 4070.600830
	Iteration 17Q: 3 clusters Score -616981.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -616982.437500 Penalty: 4070.600830
	Iteration 18Q: 3 clusters Score -616982.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -616982.375000 Penalty: 4070.600830
	Iteration 19Q: 3 clusters Score -616982.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -616982.937500 Penalty: 4070.600830
	Iteration 20F: 3 clusters Score -616982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -616983.625000 Penalty: 4070.600830
	Iteration 21Q: 3 clusters Score -616983.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -616983.937500 Penalty: 4070.600830
	Iteration 22Q: 3 clusters Score -616983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -616985.437500 Penalty: 4070.600830
	Iteration 23Q: 3 clusters Score -616985.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -616985.437500 Penalty: 4070.600830
	Iteration 24F: 3 clusters Score -616985.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Entering Unmasked Estep 
Score: -2109192.500000 Penalty: 2351.811523
	Iteration 0F: 2 clusters Score -2109192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2099496.500000 Penalty: 4703.623047
	Iteration 0F: 3 clusters Score -2099496 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2102581.000000 Penalty: 4703.623047
	Iteration 1F: 3 clusters Score -2102581 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2102986.250000 Penalty: 4703.623047
	Iteration 2F: 3 clusters Score -2102986 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2103374.750000 Penalty: 4703.623047
	Iteration 3F: 3 clusters Score -2103375 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2103811.750000 Penalty: 4703.623047
	Iteration 4F: 3 clusters Score -2103812 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2104322.000000 Penalty: 4703.623047
	Iteration 5F: 3 clusters Score -2104322 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2104908.250000 Penalty: 4703.623047
	Iteration 6F: 3 clusters Score -2104908 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2105435.750000 Penalty: 4703.623047
	Iteration 7F: 3 clusters Score -2105436 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2105884.000000 Penalty: 4703.623047
	Iteration 8F: 3 clusters Score -2105884 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2106298.250000 Penalty: 4703.623047
	Iteration 9Q: 3 clusters Score -2106298 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2106670.250000 Penalty: 4703.623047
	Iteration 10Q: 3 clusters Score -2106670 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2107002.500000 Penalty: 4703.623047
	Iteration 11Q: 3 clusters Score -2107002 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2107293.250000 Penalty: 4703.623047
	Iteration 12Q: 3 clusters Score -2107293 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2107514.000000 Penalty: 4703.623047
	Iteration 13Q: 3 clusters Score -2107514 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2107703.500000 Penalty: 4703.623047
	Iteration 14Q: 3 clusters Score -2107704 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2107838.250000 Penalty: 4703.623047
	Iteration 15Q: 3 clusters Score -2107838 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2107956.000000 Penalty: 4703.623047
	Iteration 16Q: 3 clusters Score -2107956 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2108071.750000 Penalty: 4703.623047
	Iteration 17Q: 3 clusters Score -2108072 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2108164.500000 Penalty: 4703.623047
	Iteration 18Q: 3 clusters Score -2108164 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2108236.500000 Penalty: 4703.623047
	Iteration 19Q: 3 clusters Score -2108236 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2108284.000000 Penalty: 4703.623047
	Iteration 20F: 3 clusters Score -2108284 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2108321.000000 Penalty: 4703.623047
	Iteration 21Q: 3 clusters Score -2108321 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2108355.250000 Penalty: 4703.623047
	Iteration 22Q: 3 clusters Score -2108355 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2108376.500000 Penalty: 4703.623047
	Iteration 23Q: 3 clusters Score -2108376 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2108391.750000 Penalty: 4703.623047
	Iteration 24Q: 3 clusters Score -2108392 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2108408.000000 Penalty: 4703.623047
	Iteration 25Q: 3 clusters Score -2108408 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2108427.250000 Penalty: 4703.623047
	Iteration 26Q: 3 clusters Score -2108427 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2108447.250000 Penalty: 4703.623047
	Iteration 27Q: 3 clusters Score -2108447 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2108465.500000 Penalty: 4703.623047
	Iteration 28Q: 3 clusters Score -2108466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2108478.750000 Penalty: 4703.623047
	Iteration 29Q: 3 clusters Score -2108479 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2108498.500000 Penalty: 4703.623047
	Iteration 30Q: 3 clusters Score -2108498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2108508.750000 Penalty: 4703.623047
	Iteration 31Q: 3 clusters Score -2108509 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2108525.000000 Penalty: 4703.623047
	Iteration 32Q: 3 clusters Score -2108525 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2108543.750000 Penalty: 4703.623047
	Iteration 33Q: 3 clusters Score -2108544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2108549.250000 Penalty: 4703.623047
	Iteration 34Q: 3 clusters Score -2108549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2108555.250000 Penalty: 4703.623047
	Iteration 35Q: 3 clusters Score -2108555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2108559.750000 Penalty: 4703.623047
	Iteration 36Q: 3 clusters Score -2108560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2108560.750000 Penalty: 4703.623047
	Iteration 37Q: 3 clusters Score -2108561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2108560.250000 Penalty: 4703.623047
	Iteration 38Q: 3 clusters Score -2108560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2108563.500000 Penalty: 4703.623047
	Iteration 39Q: 3 clusters Score -2108564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2108562.500000 Penalty: 4703.623047
	Iteration 40F: 3 clusters Score -2108562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2108565.500000 Penalty: 4703.623047
	Iteration 41Q: 3 clusters Score -2108566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2108562.750000 Penalty: 4703.623047
	Iteration 42Q: 3 clusters Score -2108563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2108563.750000 Penalty: 4703.623047
	Iteration 43Q: 3 clusters Score -2108564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2108570.000000 Penalty: 4703.623047
	Iteration 44Q: 3 clusters Score -2108570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2108573.750000 Penalty: 4703.623047
	Iteration 45Q: 3 clusters Score -2108574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2108573.250000 Penalty: 4703.623047
	Iteration 46Q: 3 clusters Score -2108573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2108572.750000 Penalty: 4703.623047
	Iteration 47Q: 3 clusters Score -2108573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2108572.500000 Penalty: 4703.623047
	Iteration 48Q: 3 clusters Score -2108572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2108573.750000 Penalty: 4703.623047
	Iteration 49Q: 3 clusters Score -2108574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2108573.750000 Penalty: 4703.623047
	Iteration 50F: 3 clusters Score -2108574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Entering Unmasked Estep 
Score: -2334562.250000 Penalty: 2364.256592
	Iteration 0F: 2 clusters Score -2334562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2324475.750000 Penalty: 4728.513184
	Iteration 0F: 3 clusters Score -2324476 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2327568.000000 Penalty: 4728.513184
	Iteration 1F: 3 clusters Score -2327568 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2327986.500000 Penalty: 4728.513184
	Iteration 2F: 3 clusters Score -2327986 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2328344.000000 Penalty: 4728.513184
	Iteration 3F: 3 clusters Score -2328344 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2328694.000000 Penalty: 4728.513184
	Iteration 4F: 3 clusters Score -2328694 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2329002.750000 Penalty: 4728.513184
	Iteration 5Q: 3 clusters Score -2329003 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2329287.250000 Penalty: 4728.513184
	Iteration 6Q: 3 clusters Score -2329287 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2329549.000000 Penalty: 4728.513184
	Iteration 7Q: 3 clusters Score -2329549 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2329829.000000 Penalty: 4728.513184
	Iteration 8Q: 3 clusters Score -2329829 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2330074.500000 Penalty: 4728.513184
	Iteration 9Q: 3 clusters Score -2330074 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2330291.750000 Penalty: 4728.513184
	Iteration 10Q: 3 clusters Score -2330292 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2330495.500000 Penalty: 4728.513184
	Iteration 11Q: 3 clusters Score -2330496 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2330647.500000 Penalty: 4728.513184
	Iteration 12Q: 3 clusters Score -2330648 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2330759.250000 Penalty: 4728.513184
	Iteration 13Q: 3 clusters Score -2330759 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2330864.000000 Penalty: 4728.513184
	Iteration 14Q: 3 clusters Score -2330864 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2330931.500000 Penalty: 4728.513184
	Iteration 15Q: 3 clusters Score -2330932 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2330977.500000 Penalty: 4728.513184
	Iteration 16Q: 3 clusters Score -2330978 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2331014.500000 Penalty: 4728.513184
	Iteration 17Q: 3 clusters Score -2331014 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2331042.750000 Penalty: 4728.513184
	Iteration 18Q: 3 clusters Score -2331043 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2331061.500000 Penalty: 4728.513184
	Iteration 19Q: 3 clusters Score -2331062 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2331074.000000 Penalty: 4728.513184
	Iteration 20F: 3 clusters Score -2331074 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2331080.750000 Penalty: 4728.513184
	Iteration 21Q: 3 clusters Score -2331081 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2331090.750000 Penalty: 4728.513184
	Iteration 22Q: 3 clusters Score -2331091 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2331095.000000 Penalty: 4728.513184
	Iteration 23Q: 3 clusters Score -2331095 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2331098.750000 Penalty: 4728.513184
	Iteration 24Q: 3 clusters Score -2331099 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2331103.750000 Penalty: 4728.513184
	Iteration 25Q: 3 clusters Score -2331104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2331108.750000 Penalty: 4728.513184
	Iteration 26Q: 3 clusters Score -2331109 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2331115.000000 Penalty: 4728.513184
	Iteration 27Q: 3 clusters Score -2331115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2331117.000000 Penalty: 4728.513184
	Iteration 28Q: 3 clusters Score -2331117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2331122.500000 Penalty: 4728.513184
	Iteration 29Q: 3 clusters Score -2331122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2331122.000000 Penalty: 4728.513184
	Iteration 30Q: 3 clusters Score -2331122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2331124.000000 Penalty: 4728.513184
	Iteration 31Q: 3 clusters Score -2331124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2331126.500000 Penalty: 4728.513184
	Iteration 32Q: 3 clusters Score -2331126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2331126.750000 Penalty: 4728.513184
	Iteration 33Q: 3 clusters Score -2331127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2331130.000000 Penalty: 4728.513184
	Iteration 34Q: 3 clusters Score -2331130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2331127.500000 Penalty: 4728.513184
	Iteration 35Q: 3 clusters Score -2331128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2331131.250000 Penalty: 4728.513184
	Iteration 36Q: 3 clusters Score -2331131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2331130.500000 Penalty: 4728.513184
	Iteration 37Q: 3 clusters Score -2331130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2331129.250000 Penalty: 4728.513184
	Iteration 38Q: 3 clusters Score -2331129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2331129.250000 Penalty: 4728.513184
	Iteration 39Q: 3 clusters Score -2331129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2331125.250000 Penalty: 4728.513184
	Iteration 40F: 3 clusters Score -2331125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2331130.750000 Penalty: 4728.513184
	Iteration 41Q: 3 clusters Score -2331131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2331126.500000 Penalty: 4728.513184
	Iteration 42Q: 3 clusters Score -2331126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2331127.500000 Penalty: 4728.513184
	Iteration 43Q: 3 clusters Score -2331128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2331129.750000 Penalty: 4728.513184
	Iteration 44Q: 3 clusters Score -2331130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2331129.750000 Penalty: 4728.513184
	Iteration 45Q: 3 clusters Score -2331130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2331128.000000 Penalty: 4728.513184
	Iteration 46Q: 3 clusters Score -2331128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2331125.000000 Penalty: 4728.513184
	Iteration 47Q: 3 clusters Score -2331125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2331130.000000 Penalty: 4728.513184
	Iteration 48Q: 3 clusters Score -2331130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2331133.500000 Penalty: 4728.513184
	Iteration 49Q: 3 clusters Score -2331134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2331132.750000 Penalty: 4728.513184
	Iteration 50Q: 3 clusters Score -2331133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2331130.750000 Penalty: 4728.513184
	Iteration 51Q: 3 clusters Score -2331131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2331131.000000 Penalty: 4728.513184
	Iteration 52Q: 3 clusters Score -2331131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2331131.000000 Penalty: 4728.513184
	Iteration 53F: 3 clusters Score -2331131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -46702.746094 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -46702.75 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 144 members 
Entering Unmasked Estep 
Score: -45417.261719 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -45417.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45504.179688 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -45504.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45545.726562 Penalty: 2861.087158
	Iteration 2Q: 3 clusters Score -45545.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45557.472656 Penalty: 2861.087158
	Iteration 3Q: 3 clusters Score -45557.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45578.089844 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -45578.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45597.871094 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -45597.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45622.746094 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -45622.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45660.578125 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -45660.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45677.093750 Penalty: 2861.087158
	Iteration 8Q: 3 clusters Score -45677.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45691.828125 Penalty: 2861.087158
	Iteration 9Q: 3 clusters Score -45691.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45702.394531 Penalty: 2861.087158
	Iteration 10Q: 3 clusters Score -45702.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45751.226562 Penalty: 2861.087158
	Iteration 11Q: 3 clusters Score -45751.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45788.789062 Penalty: 2861.087158
	Iteration 12Q: 3 clusters Score -45788.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45812.886719 Penalty: 2861.087158
	Iteration 13Q: 3 clusters Score -45812.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45821.839844 Penalty: 2861.087158
	Iteration 14Q: 3 clusters Score -45821.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45824.953125 Penalty: 2861.087158
	Iteration 15Q: 3 clusters Score -45824.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45833.628906 Penalty: 2861.087158
	Iteration 16Q: 3 clusters Score -45833.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45841.648438 Penalty: 2861.087158
	Iteration 17Q: 3 clusters Score -45841.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45841.648438 Penalty: 2861.087158
	Iteration 18F: 3 clusters Score -45841.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -198379.062500 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -198379.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -196303.515625 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -196303.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -196605.593750 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -196605.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -196701.718750 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -196701.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -196754.343750 Penalty: 3514.606934
	Iteration 3Q: 3 clusters Score -196754.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -196778.234375 Penalty: 3514.606934
	Iteration 4Q: 3 clusters Score -196778.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -196791.703125 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -196791.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -196795.812500 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -196795.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -196796.500000 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -196796.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -196798.281250 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -196798.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -196799.828125 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -196799.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -196799.828125 Penalty: 3514.606934
	Iteration 10F: 3 clusters Score -196799.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Entering Unmasked Estep 
Score: -1036320.250000 Penalty: 2166.051270
	Iteration 0F: 2 clusters Score -1036320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1031047.437500 Penalty: 4332.102539
	Iteration 0F: 3 clusters Score -1031047 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1032485.812500 Penalty: 4332.102539
	Iteration 1F: 3 clusters Score -1032486 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1032876.937500 Penalty: 4332.102539
	Iteration 2F: 3 clusters Score -1032877 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1033298.250000 Penalty: 4332.102539
	Iteration 3F: 3 clusters Score -1033298 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1033808.000000 Penalty: 4332.102539
	Iteration 4F: 3 clusters Score -1033808 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1034345.875000 Penalty: 4332.102539
	Iteration 5F: 3 clusters Score -1034346 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1034836.125000 Penalty: 4332.102539
	Iteration 6F: 3 clusters Score -1034836 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1035190.312500 Penalty: 4332.102539
	Iteration 7F: 3 clusters Score -1035190 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1035377.937500 Penalty: 4332.102539
	Iteration 8Q: 3 clusters Score -1035378 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1035470.437500 Penalty: 4332.102539
	Iteration 9Q: 3 clusters Score -1035470 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1035518.125000 Penalty: 4332.102539
	Iteration 10Q: 3 clusters Score -1035518 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1035547.000000 Penalty: 4332.102539
	Iteration 11Q: 3 clusters Score -1035547 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1035568.125000 Penalty: 4332.102539
	Iteration 12Q: 3 clusters Score -1035568 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1035587.125000 Penalty: 4332.102539
	Iteration 13Q: 3 clusters Score -1035587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1035597.000000 Penalty: 4332.102539
	Iteration 14Q: 3 clusters Score -1035597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1035603.187500 Penalty: 4332.102539
	Iteration 15Q: 3 clusters Score -1035603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1035607.187500 Penalty: 4332.102539
	Iteration 16Q: 3 clusters Score -1035607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1035612.625000 Penalty: 4332.102539
	Iteration 17Q: 3 clusters Score -1035613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1035617.062500 Penalty: 4332.102539
	Iteration 18Q: 3 clusters Score -1035617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1035621.125000 Penalty: 4332.102539
	Iteration 19Q: 3 clusters Score -1035621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1035629.812500 Penalty: 4332.102539
	Iteration 20F: 3 clusters Score -1035630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1035630.437500 Penalty: 4332.102539
	Iteration 21Q: 3 clusters Score -1035630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1035632.937500 Penalty: 4332.102539
	Iteration 22Q: 3 clusters Score -1035633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1035631.500000 Penalty: 4332.102539
	Iteration 23Q: 3 clusters Score -1035632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1035632.687500 Penalty: 4332.102539
	Iteration 24Q: 3 clusters Score -1035633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1035632.375000 Penalty: 4332.102539
	Iteration 25Q: 3 clusters Score -1035632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1035634.750000 Penalty: 4332.102539
	Iteration 26Q: 3 clusters Score -1035635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1035634.625000 Penalty: 4332.102539
	Iteration 27Q: 3 clusters Score -1035635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1035634.625000 Penalty: 4332.102539
	Iteration 28F: 3 clusters Score -1035635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Entering Unmasked Estep 
Score: -9309351.000000 Penalty: 2705.889160
	Iteration 0F: 2 clusters Score -9309351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -9273344.000000 Penalty: 5411.778320
	Iteration 0F: 3 clusters Score -9273344 nChanged 25530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -9288563.000000 Penalty: 5411.778320
	Iteration 1F: 3 clusters Score -9288563 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -9290796.000000 Penalty: 5411.778320
	Iteration 2F: 3 clusters Score -9290796 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -9293720.000000 Penalty: 5411.778320
	Iteration 3F: 3 clusters Score -9293720 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -9296589.000000 Penalty: 5411.778320
	Iteration 4F: 3 clusters Score -9296589 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -9298957.000000 Penalty: 5411.778320
	Iteration 5F: 3 clusters Score -9298957 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -9300451.000000 Penalty: 5411.778320
	Iteration 6F: 3 clusters Score -9300451 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -9301393.000000 Penalty: 5411.778320
	Iteration 7Q: 3 clusters Score -9301393 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -9302162.000000 Penalty: 5411.778320
	Iteration 8Q: 3 clusters Score -9302162 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -9302999.000000 Penalty: 5411.778320
	Iteration 9Q: 3 clusters Score -9302999 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -9303770.000000 Penalty: 5411.778320
	Iteration 10Q: 3 clusters Score -9303770 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -9304454.000000 Penalty: 5411.778320
	Iteration 11Q: 3 clusters Score -9304454 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -9305157.000000 Penalty: 5411.778320
	Iteration 12Q: 3 clusters Score -9305157 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -9305775.000000 Penalty: 5411.778320
	Iteration 13Q: 3 clusters Score -9305775 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -9306203.000000 Penalty: 5411.778320
	Iteration 14Q: 3 clusters Score -9306203 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -9306450.000000 Penalty: 5411.778320
	Iteration 15Q: 3 clusters Score -9306450 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52952 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -9306656.000000 Penalty: 5411.778320
	Iteration 16Q: 3 clusters Score -9306656 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -9306852.000000 Penalty: 5411.778320
	Iteration 17Q: 3 clusters Score -9306852 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -9306996.000000 Penalty: 5411.778320
	Iteration 18Q: 3 clusters Score -9306996 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -9307154.000000 Penalty: 5411.778320
	Iteration 19Q: 3 clusters Score -9307154 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -9307243.000000 Penalty: 5411.778320
	Iteration 20F: 3 clusters Score -9307243 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -9307283.000000 Penalty: 5411.778320
	Iteration 21Q: 3 clusters Score -9307283 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53487 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -9307326.000000 Penalty: 5411.778320
	Iteration 22Q: 3 clusters Score -9307326 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -9307363.000000 Penalty: 5411.778320
	Iteration 23Q: 3 clusters Score -9307363 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53519 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -9307401.000000 Penalty: 5411.778320
	Iteration 24Q: 3 clusters Score -9307401 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -9307418.000000 Penalty: 5411.778320
	Iteration 25Q: 3 clusters Score -9307418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -9307422.000000 Penalty: 5411.778320
	Iteration 26Q: 3 clusters Score -9307422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53563 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -9307441.000000 Penalty: 5411.778320
	Iteration 27Q: 3 clusters Score -9307441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -9307447.000000 Penalty: 5411.778320
	Iteration 28Q: 3 clusters Score -9307447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9307452.000000 Penalty: 5411.778320
	Iteration 29Q: 3 clusters Score -9307452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -9307453.000000 Penalty: 5411.778320
	Iteration 30Q: 3 clusters Score -9307453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -9307469.000000 Penalty: 5411.778320
	Iteration 31Q: 3 clusters Score -9307469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53600 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -9307473.000000 Penalty: 5411.778320
	Iteration 32Q: 3 clusters Score -9307473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -9307480.000000 Penalty: 5411.778320
	Iteration 33Q: 3 clusters Score -9307480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -9307494.000000 Penalty: 5411.778320
	Iteration 34Q: 3 clusters Score -9307494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9307495.000000 Penalty: 5411.778320
	Iteration 35Q: 3 clusters Score -9307495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -9307497.000000 Penalty: 5411.778320
	Iteration 36Q: 3 clusters Score -9307497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -9307491.000000 Penalty: 5411.778320
	Iteration 37Q: 3 clusters Score -9307491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -9307489.000000 Penalty: 5411.778320
	Iteration 38Q: 3 clusters Score -9307489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -9307488.000000 Penalty: 5411.778320
	Iteration 39Q: 3 clusters Score -9307488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -9307490.000000 Penalty: 5411.778320
	Iteration 40F: 3 clusters Score -9307490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Entering Unmasked Estep 
Score: -1902436.500000 Penalty: 2311.315918
	Iteration 0F: 2 clusters Score -1902436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1893994.750000 Penalty: 4622.631836
	Iteration 0F: 3 clusters Score -1893995 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1896396.000000 Penalty: 4622.631836
	Iteration 1F: 3 clusters Score -1896396 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1896691.875000 Penalty: 4622.631836
	Iteration 2F: 3 clusters Score -1896692 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1896922.375000 Penalty: 4622.631836
	Iteration 3Q: 3 clusters Score -1896922 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1897107.750000 Penalty: 4622.631836
	Iteration 4Q: 3 clusters Score -1897108 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1897243.625000 Penalty: 4622.631836
	Iteration 5Q: 3 clusters Score -1897244 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1897378.875000 Penalty: 4622.631836
	Iteration 6Q: 3 clusters Score -1897379 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1897490.250000 Penalty: 4622.631836
	Iteration 7Q: 3 clusters Score -1897490 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1897577.375000 Penalty: 4622.631836
	Iteration 8Q: 3 clusters Score -1897577 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1897658.250000 Penalty: 4622.631836
	Iteration 9Q: 3 clusters Score -1897658 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1897714.375000 Penalty: 4622.631836
	Iteration 10Q: 3 clusters Score -1897714 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1897773.750000 Penalty: 4622.631836
	Iteration 11Q: 3 clusters Score -1897774 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1897837.000000 Penalty: 4622.631836
	Iteration 12Q: 3 clusters Score -1897837 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1897894.500000 Penalty: 4622.631836
	Iteration 13Q: 3 clusters Score -1897894 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1897966.125000 Penalty: 4622.631836
	Iteration 14Q: 3 clusters Score -1897966 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1898039.750000 Penalty: 4622.631836
	Iteration 15Q: 3 clusters Score -1898040 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1898115.750000 Penalty: 4622.631836
	Iteration 16Q: 3 clusters Score -1898116 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1898187.375000 Penalty: 4622.631836
	Iteration 17Q: 3 clusters Score -1898187 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1898284.375000 Penalty: 4622.631836
	Iteration 18Q: 3 clusters Score -1898284 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1898356.500000 Penalty: 4622.631836
	Iteration 19Q: 3 clusters Score -1898356 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1898443.750000 Penalty: 4622.631836
	Iteration 20F: 3 clusters Score -1898444 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1898539.750000 Penalty: 4622.631836
	Iteration 21Q: 3 clusters Score -1898540 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1898634.375000 Penalty: 4622.631836
	Iteration 22Q: 3 clusters Score -1898634 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1898715.125000 Penalty: 4622.631836
	Iteration 23Q: 3 clusters Score -1898715 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1898792.000000 Penalty: 4622.631836
	Iteration 24Q: 3 clusters Score -1898792 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1898862.375000 Penalty: 4622.631836
	Iteration 25Q: 3 clusters Score -1898862 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1898923.000000 Penalty: 4622.631836
	Iteration 26Q: 3 clusters Score -1898923 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1898967.875000 Penalty: 4622.631836
	Iteration 27Q: 3 clusters Score -1898968 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1899009.750000 Penalty: 4622.631836
	Iteration 28Q: 3 clusters Score -1899010 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1899053.875000 Penalty: 4622.631836
	Iteration 29Q: 3 clusters Score -1899054 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1899090.750000 Penalty: 4622.631836
	Iteration 30Q: 3 clusters Score -1899091 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1899118.500000 Penalty: 4622.631836
	Iteration 31Q: 3 clusters Score -1899118 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1899145.250000 Penalty: 4622.631836
	Iteration 32Q: 3 clusters Score -1899145 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1899169.875000 Penalty: 4622.631836
	Iteration 33Q: 3 clusters Score -1899170 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1899180.000000 Penalty: 4622.631836
	Iteration 34Q: 3 clusters Score -1899180 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1899200.500000 Penalty: 4622.631836
	Iteration 35Q: 3 clusters Score -1899200 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1899223.250000 Penalty: 4622.631836
	Iteration 36Q: 3 clusters Score -1899223 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1899240.125000 Penalty: 4622.631836
	Iteration 37Q: 3 clusters Score -1899240 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1899257.625000 Penalty: 4622.631836
	Iteration 38Q: 3 clusters Score -1899258 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1899270.500000 Penalty: 4622.631836
	Iteration 39Q: 3 clusters Score -1899270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1899284.625000 Penalty: 4622.631836
	Iteration 40F: 3 clusters Score -1899285 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1899296.625000 Penalty: 4622.631836
	Iteration 41Q: 3 clusters Score -1899297 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1899303.625000 Penalty: 4622.631836
	Iteration 42Q: 3 clusters Score -1899304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1899311.250000 Penalty: 4622.631836
	Iteration 43Q: 3 clusters Score -1899311 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1899323.875000 Penalty: 4622.631836
	Iteration 44Q: 3 clusters Score -1899324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1899332.875000 Penalty: 4622.631836
	Iteration 45Q: 3 clusters Score -1899333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1899340.375000 Penalty: 4622.631836
	Iteration 46Q: 3 clusters Score -1899340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1899348.500000 Penalty: 4622.631836
	Iteration 47Q: 3 clusters Score -1899348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1899350.375000 Penalty: 4622.631836
	Iteration 48Q: 3 clusters Score -1899350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1899353.750000 Penalty: 4622.631836
	Iteration 49Q: 3 clusters Score -1899354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1899362.000000 Penalty: 4622.631836
	Iteration 50Q: 3 clusters Score -1899362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1899364.500000 Penalty: 4622.631836
	Iteration 51Q: 3 clusters Score -1899364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1899365.125000 Penalty: 4622.631836
	Iteration 52Q: 3 clusters Score -1899365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1899363.125000 Penalty: 4622.631836
	Iteration 53Q: 3 clusters Score -1899363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1899370.500000 Penalty: 4622.631836
	Iteration 54Q: 3 clusters Score -1899370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1899369.625000 Penalty: 4622.631836
	Iteration 55Q: 3 clusters Score -1899370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1899371.375000 Penalty: 4622.631836
	Iteration 56Q: 3 clusters Score -1899371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1899369.750000 Penalty: 4622.631836
	Iteration 57Q: 3 clusters Score -1899370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1899376.750000 Penalty: 4622.631836
	Iteration 58Q: 3 clusters Score -1899377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1899378.250000 Penalty: 4622.631836
	Iteration 59Q: 3 clusters Score -1899378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1899378.375000 Penalty: 4622.631836
	Iteration 60F: 3 clusters Score -1899378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1899380.875000 Penalty: 4622.631836
	Iteration 61Q: 3 clusters Score -1899381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1899385.250000 Penalty: 4622.631836
	Iteration 62Q: 3 clusters Score -1899385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1899383.625000 Penalty: 4622.631836
	Iteration 63Q: 3 clusters Score -1899384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1899385.125000 Penalty: 4622.631836
	Iteration 64Q: 3 clusters Score -1899385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1899386.500000 Penalty: 4622.631836
	Iteration 65Q: 3 clusters Score -1899386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1899391.000000 Penalty: 4622.631836
	Iteration 66Q: 3 clusters Score -1899391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1899389.000000 Penalty: 4622.631836
	Iteration 67Q: 3 clusters Score -1899389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1899390.875000 Penalty: 4622.631836
	Iteration 68Q: 3 clusters Score -1899391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1899393.500000 Penalty: 4622.631836
	Iteration 69Q: 3 clusters Score -1899394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1899391.875000 Penalty: 4622.631836
	Iteration 70Q: 3 clusters Score -1899392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1899393.875000 Penalty: 4622.631836
	Iteration 71Q: 3 clusters Score -1899394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1899396.875000 Penalty: 4622.631836
	Iteration 72Q: 3 clusters Score -1899397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1899396.125000 Penalty: 4622.631836
	Iteration 73Q: 3 clusters Score -1899396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1899392.875000 Penalty: 4622.631836
	Iteration 74Q: 3 clusters Score -1899393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1899393.250000 Penalty: 4622.631836
	Iteration 75Q: 3 clusters Score -1899393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1899395.375000 Penalty: 4622.631836
	Iteration 76Q: 3 clusters Score -1899395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1899396.000000 Penalty: 4622.631836
	Iteration 77Q: 3 clusters Score -1899396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1899392.125000 Penalty: 4622.631836
	Iteration 78Q: 3 clusters Score -1899392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1899398.750000 Penalty: 4622.631836
	Iteration 79Q: 3 clusters Score -1899399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1899397.250000 Penalty: 4622.631836
	Iteration 80F: 3 clusters Score -1899397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1899398.875000 Penalty: 4622.631836
	Iteration 81Q: 3 clusters Score -1899399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1899402.125000 Penalty: 4622.631836
	Iteration 82Q: 3 clusters Score -1899402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1899401.375000 Penalty: 4622.631836
	Iteration 83Q: 3 clusters Score -1899401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1899400.500000 Penalty: 4622.631836
	Iteration 84Q: 3 clusters Score -1899400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1899400.875000 Penalty: 4622.631836
	Iteration 85Q: 3 clusters Score -1899401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1899403.375000 Penalty: 4622.631836
	Iteration 86Q: 3 clusters Score -1899403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1899404.750000 Penalty: 4622.631836
	Iteration 87Q: 3 clusters Score -1899405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1899404.625000 Penalty: 4622.631836
	Iteration 88Q: 3 clusters Score -1899405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1899407.500000 Penalty: 4622.631836
	Iteration 89Q: 3 clusters Score -1899408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1899405.125000 Penalty: 4622.631836
	Iteration 90Q: 3 clusters Score -1899405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1899405.125000 Penalty: 4622.631836
	Iteration 91Q: 3 clusters Score -1899405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1899404.250000 Penalty: 4622.631836
	Iteration 92Q: 3 clusters Score -1899404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1899408.875000 Penalty: 4622.631836
	Iteration 93Q: 3 clusters Score -1899409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1899409.000000 Penalty: 4622.631836
	Iteration 94Q: 3 clusters Score -1899409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1899410.750000 Penalty: 4622.631836
	Iteration 95Q: 3 clusters Score -1899411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1899408.750000 Penalty: 4622.631836
	Iteration 96Q: 3 clusters Score -1899409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1899408.500000 Penalty: 4622.631836
	Iteration 97Q: 3 clusters Score -1899408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1899410.500000 Penalty: 4622.631836
	Iteration 98Q: 3 clusters Score -1899410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1899409.750000 Penalty: 4622.631836
	Iteration 99Q: 3 clusters Score -1899410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1899410.250000 Penalty: 4622.631836
	Iteration 100F: 3 clusters Score -1899410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1899410.875000 Penalty: 4622.631836
	Iteration 101Q: 3 clusters Score -1899411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1899409.875000 Penalty: 4622.631836
	Iteration 102Q: 3 clusters Score -1899410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1899411.875000 Penalty: 4622.631836
	Iteration 103Q: 3 clusters Score -1899412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1899412.375000 Penalty: 4622.631836
	Iteration 104Q: 3 clusters Score -1899412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1899411.500000 Penalty: 4622.631836
	Iteration 105Q: 3 clusters Score -1899412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1899411.750000 Penalty: 4622.631836
	Iteration 106Q: 3 clusters Score -1899412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1899413.500000 Penalty: 4622.631836
	Iteration 107Q: 3 clusters Score -1899414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1899410.125000 Penalty: 4622.631836
	Iteration 108Q: 3 clusters Score -1899410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1899411.625000 Penalty: 4622.631836
	Iteration 109Q: 3 clusters Score -1899412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1899415.750000 Penalty: 4622.631836
	Iteration 110Q: 3 clusters Score -1899416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1899415.625000 Penalty: 4622.631836
	Iteration 111Q: 3 clusters Score -1899416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1899414.625000 Penalty: 4622.631836
	Iteration 112Q: 3 clusters Score -1899415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1899420.500000 Penalty: 4622.631836
	Iteration 113Q: 3 clusters Score -1899420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1899417.875000 Penalty: 4622.631836
	Iteration 114Q: 3 clusters Score -1899418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1899420.250000 Penalty: 4622.631836
	Iteration 115Q: 3 clusters Score -1899420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1899421.875000 Penalty: 4622.631836
	Iteration 116Q: 3 clusters Score -1899422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1899421.750000 Penalty: 4622.631836
	Iteration 117Q: 3 clusters Score -1899422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1899420.000000 Penalty: 4622.631836
	Iteration 118Q: 3 clusters Score -1899420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1899419.875000 Penalty: 4622.631836
	Iteration 119Q: 3 clusters Score -1899420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1899419.875000 Penalty: 4622.631836
	Iteration 120F: 3 clusters Score -1899420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70459 members 
Entering Unmasked Estep 
Score: -11748756.000000 Penalty: 2768.371094
	Iteration 0F: 2 clusters Score -1.174876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -11702582.000000 Penalty: 5536.742188
	Iteration 0F: 3 clusters Score -1.170258e+07 nChanged 33092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -11721230.000000 Penalty: 5536.742188
	Iteration 1F: 3 clusters Score -1.172123e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -11722081.000000 Penalty: 5536.742188
	Iteration 2Q: 3 clusters Score -1.172208e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -11723022.000000 Penalty: 5536.742188
	Iteration 3Q: 3 clusters Score -1.172302e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -11724087.000000 Penalty: 5536.742188
	Iteration 4Q: 3 clusters Score -1.172409e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -11725339.000000 Penalty: 5536.742188
	Iteration 5Q: 3 clusters Score -1.172534e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -11727023.000000 Penalty: 5536.742188
	Iteration 6Q: 3 clusters Score -1.172702e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -11728994.000000 Penalty: 5536.742188
	Iteration 7F: 3 clusters Score -1.172899e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -11731338.000000 Penalty: 5536.742188
	Iteration 8F: 3 clusters Score -1.173134e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -11733750.000000 Penalty: 5536.742188
	Iteration 9F: 3 clusters Score -1.173375e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -11735610.000000 Penalty: 5536.742188
	Iteration 10F: 3 clusters Score -1.173561e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -11736951.000000 Penalty: 5536.742188
	Iteration 11Q: 3 clusters Score -1.173695e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -11737642.000000 Penalty: 5536.742188
	Iteration 12Q: 3 clusters Score -1.173764e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -11738032.000000 Penalty: 5536.742188
	Iteration 13Q: 3 clusters Score -1.173803e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -11738280.000000 Penalty: 5536.742188
	Iteration 14Q: 3 clusters Score -1.173828e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -11738574.000000 Penalty: 5536.742188
	Iteration 15Q: 3 clusters Score -1.173857e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -11738774.000000 Penalty: 5536.742188
	Iteration 16Q: 3 clusters Score -1.173877e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -11739053.000000 Penalty: 5536.742188
	Iteration 17Q: 3 clusters Score -1.173905e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -11739247.000000 Penalty: 5536.742188
	Iteration 18Q: 3 clusters Score -1.173925e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -11739481.000000 Penalty: 5536.742188
	Iteration 19Q: 3 clusters Score -1.173948e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -11739672.000000 Penalty: 5536.742188
	Iteration 20F: 3 clusters Score -1.173967e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -11739773.000000 Penalty: 5536.742188
	Iteration 21Q: 3 clusters Score -1.173977e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -11739903.000000 Penalty: 5536.742188
	Iteration 22Q: 3 clusters Score -1.17399e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -11740094.000000 Penalty: 5536.742188
	Iteration 23Q: 3 clusters Score -1.174009e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -11740241.000000 Penalty: 5536.742188
	Iteration 24Q: 3 clusters Score -1.174024e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -11740349.000000 Penalty: 5536.742188
	Iteration 25Q: 3 clusters Score -1.174035e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -11740442.000000 Penalty: 5536.742188
	Iteration 26Q: 3 clusters Score -1.174044e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -11740534.000000 Penalty: 5536.742188
	Iteration 27Q: 3 clusters Score -1.174053e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -11740678.000000 Penalty: 5536.742188
	Iteration 28Q: 3 clusters Score -1.174068e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -11740894.000000 Penalty: 5536.742188
	Iteration 29Q: 3 clusters Score -1.174089e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -11741029.000000 Penalty: 5536.742188
	Iteration 30Q: 3 clusters Score -1.174103e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -11741157.000000 Penalty: 5536.742188
	Iteration 31Q: 3 clusters Score -1.174116e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -11741251.000000 Penalty: 5536.742188
	Iteration 32Q: 3 clusters Score -1.174125e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -11741374.000000 Penalty: 5536.742188
	Iteration 33Q: 3 clusters Score -1.174137e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -11741508.000000 Penalty: 5536.742188
	Iteration 34Q: 3 clusters Score -1.174151e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -11741638.000000 Penalty: 5536.742188
	Iteration 35Q: 3 clusters Score -1.174164e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -11741801.000000 Penalty: 5536.742188
	Iteration 36Q: 3 clusters Score -1.17418e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -11742022.000000 Penalty: 5536.742188
	Iteration 37Q: 3 clusters Score -1.174202e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -11742102.000000 Penalty: 5536.742188
	Iteration 38Q: 3 clusters Score -1.17421e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -11742262.000000 Penalty: 5536.742188
	Iteration 39Q: 3 clusters Score -1.174226e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -11742396.000000 Penalty: 5536.742188
	Iteration 40F: 3 clusters Score -1.17424e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -11742533.000000 Penalty: 5536.742188
	Iteration 41Q: 3 clusters Score -1.174253e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -11742731.000000 Penalty: 5536.742188
	Iteration 42Q: 3 clusters Score -1.174273e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -11742847.000000 Penalty: 5536.742188
	Iteration 43Q: 3 clusters Score -1.174285e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -11743085.000000 Penalty: 5536.742188
	Iteration 44Q: 3 clusters Score -1.174308e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -11743253.000000 Penalty: 5536.742188
	Iteration 45Q: 3 clusters Score -1.174325e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -11743396.000000 Penalty: 5536.742188
	Iteration 46Q: 3 clusters Score -1.17434e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -11743482.000000 Penalty: 5536.742188
	Iteration 47Q: 3 clusters Score -1.174348e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -11743655.000000 Penalty: 5536.742188
	Iteration 48Q: 3 clusters Score -1.174366e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -11743807.000000 Penalty: 5536.742188
	Iteration 49Q: 3 clusters Score -1.174381e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -11743946.000000 Penalty: 5536.742188
	Iteration 50Q: 3 clusters Score -1.174395e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -11744051.000000 Penalty: 5536.742188
	Iteration 51Q: 3 clusters Score -1.174405e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -11744182.000000 Penalty: 5536.742188
	Iteration 52Q: 3 clusters Score -1.174418e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -11744331.000000 Penalty: 5536.742188
	Iteration 53Q: 3 clusters Score -1.174433e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -11744526.000000 Penalty: 5536.742188
	Iteration 54Q: 3 clusters Score -1.174453e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -11744702.000000 Penalty: 5536.742188
	Iteration 55Q: 3 clusters Score -1.17447e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -11744807.000000 Penalty: 5536.742188
	Iteration 56Q: 3 clusters Score -1.174481e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -11744965.000000 Penalty: 5536.742188
	Iteration 57Q: 3 clusters Score -1.174496e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -11745185.000000 Penalty: 5536.742188
	Iteration 58Q: 3 clusters Score -1.174518e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -11745495.000000 Penalty: 5536.742188
	Iteration 59Q: 3 clusters Score -1.17455e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -11745733.000000 Penalty: 5536.742188
	Iteration 60F: 3 clusters Score -1.174573e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -11745922.000000 Penalty: 5536.742188
	Iteration 61Q: 3 clusters Score -1.174592e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -11746145.000000 Penalty: 5536.742188
	Iteration 62Q: 3 clusters Score -1.174614e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -11746381.000000 Penalty: 5536.742188
	Iteration 63Q: 3 clusters Score -1.174638e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -11746559.000000 Penalty: 5536.742188
	Iteration 64Q: 3 clusters Score -1.174656e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -11746702.000000 Penalty: 5536.742188
	Iteration 65Q: 3 clusters Score -1.17467e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -11746846.000000 Penalty: 5536.742188
	Iteration 66Q: 3 clusters Score -1.174685e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -11746963.000000 Penalty: 5536.742188
	Iteration 67Q: 3 clusters Score -1.174696e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -11747110.000000 Penalty: 5536.742188
	Iteration 68Q: 3 clusters Score -1.174711e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -11747237.000000 Penalty: 5536.742188
	Iteration 69Q: 3 clusters Score -1.174724e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -11747339.000000 Penalty: 5536.742188
	Iteration 70Q: 3 clusters Score -1.174734e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -11747471.000000 Penalty: 5536.742188
	Iteration 71Q: 3 clusters Score -1.174747e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -11747585.000000 Penalty: 5536.742188
	Iteration 72Q: 3 clusters Score -1.174758e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -11747641.000000 Penalty: 5536.742188
	Iteration 73Q: 3 clusters Score -1.174764e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -11747638.000000 Penalty: 5536.742188
	Iteration 74Q: 3 clusters Score -1.174764e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -11747682.000000 Penalty: 5536.742188
	Iteration 75Q: 3 clusters Score -1.174768e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49718 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -11747722.000000 Penalty: 5536.742188
	Iteration 76Q: 3 clusters Score -1.174772e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -11747752.000000 Penalty: 5536.742188
	Iteration 77Q: 3 clusters Score -1.174775e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -11747780.000000 Penalty: 5536.742188
	Iteration 78Q: 3 clusters Score -1.174778e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50466 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -11747852.000000 Penalty: 5536.742188
	Iteration 79Q: 3 clusters Score -1.174785e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -11747900.000000 Penalty: 5536.742188
	Iteration 80F: 3 clusters Score -1.17479e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -11747937.000000 Penalty: 5536.742188
	Iteration 81Q: 3 clusters Score -1.174794e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -11747952.000000 Penalty: 5536.742188
	Iteration 82Q: 3 clusters Score -1.174795e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -11747928.000000 Penalty: 5536.742188
	Iteration 83Q: 3 clusters Score -1.174793e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -11747932.000000 Penalty: 5536.742188
	Iteration 84Q: 3 clusters Score -1.174793e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -11747958.000000 Penalty: 5536.742188
	Iteration 85Q: 3 clusters Score -1.174796e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -11747961.000000 Penalty: 5536.742188
	Iteration 86Q: 3 clusters Score -1.174796e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -11747983.000000 Penalty: 5536.742188
	Iteration 87Q: 3 clusters Score -1.174798e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -11747967.000000 Penalty: 5536.742188
	Iteration 88Q: 3 clusters Score -1.174797e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -11747993.000000 Penalty: 5536.742188
	Iteration 89Q: 3 clusters Score -1.174799e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51869 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -11747965.000000 Penalty: 5536.742188
	Iteration 90Q: 3 clusters Score -1.174796e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -11747955.000000 Penalty: 5536.742188
	Iteration 91Q: 3 clusters Score -1.174796e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -11748009.000000 Penalty: 5536.742188
	Iteration 92Q: 3 clusters Score -1.174801e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -11748000.000000 Penalty: 5536.742188
	Iteration 93Q: 3 clusters Score -1.1748e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -11748021.000000 Penalty: 5536.742188
	Iteration 94Q: 3 clusters Score -1.174802e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -11748037.000000 Penalty: 5536.742188
	Iteration 95Q: 3 clusters Score -1.174804e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52231 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -11748046.000000 Penalty: 5536.742188
	Iteration 96Q: 3 clusters Score -1.174805e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -11748023.000000 Penalty: 5536.742188
	Iteration 97Q: 3 clusters Score -1.174802e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -11748037.000000 Penalty: 5536.742188
	Iteration 98Q: 3 clusters Score -1.174804e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -11748027.000000 Penalty: 5536.742188
	Iteration 99Q: 3 clusters Score -1.174803e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -11748039.000000 Penalty: 5536.742188
	Iteration 100F: 3 clusters Score -1.174804e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -11748029.000000 Penalty: 5536.742188
	Iteration 101Q: 3 clusters Score -1.174803e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -11748017.000000 Penalty: 5536.742188
	Iteration 102Q: 3 clusters Score -1.174802e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -11748010.000000 Penalty: 5536.742188
	Iteration 103Q: 3 clusters Score -1.174801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -11748014.000000 Penalty: 5536.742188
	Iteration 104Q: 3 clusters Score -1.174801e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -11748008.000000 Penalty: 5536.742188
	Iteration 105Q: 3 clusters Score -1.174801e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -11748010.000000 Penalty: 5536.742188
	Iteration 106Q: 3 clusters Score -1.174801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52468 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -11748028.000000 Penalty: 5536.742188
	Iteration 107Q: 3 clusters Score -1.174803e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -11748028.000000 Penalty: 5536.742188
	Iteration 108Q: 3 clusters Score -1.174803e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -11748023.000000 Penalty: 5536.742188
	Iteration 109Q: 3 clusters Score -1.174802e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -11748021.000000 Penalty: 5536.742188
	Iteration 110Q: 3 clusters Score -1.174802e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -11748004.000000 Penalty: 5536.742188
	Iteration 111Q: 3 clusters Score -1.1748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -11748009.000000 Penalty: 5536.742188
	Iteration 112Q: 3 clusters Score -1.174801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -11748005.000000 Penalty: 5536.742188
	Iteration 113Q: 3 clusters Score -1.1748e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -11748000.000000 Penalty: 5536.742188
	Iteration 114Q: 3 clusters Score -1.1748e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -11748005.000000 Penalty: 5536.742188
	Iteration 115Q: 3 clusters Score -1.1748e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -11748000.000000 Penalty: 5536.742188
	Iteration 116Q: 3 clusters Score -1.1748e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -11748008.000000 Penalty: 5536.742188
	Iteration 117Q: 3 clusters Score -1.174801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -11747996.000000 Penalty: 5536.742188
	Iteration 118Q: 3 clusters Score -1.1748e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -11747990.000000 Penalty: 5536.742188
	Iteration 119Q: 3 clusters Score -1.174799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -11747976.000000 Penalty: 5536.742188
	Iteration 120F: 3 clusters Score -1.174798e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -11747984.000000 Penalty: 5536.742188
	Iteration 121Q: 3 clusters Score -1.174798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -11747980.000000 Penalty: 5536.742188
	Iteration 122Q: 3 clusters Score -1.174798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -11747988.000000 Penalty: 5536.742188
	Iteration 123Q: 3 clusters Score -1.174799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -11747983.000000 Penalty: 5536.742188
	Iteration 124Q: 3 clusters Score -1.174798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -11747990.000000 Penalty: 5536.742188
	Iteration 125Q: 3 clusters Score -1.174799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -11747991.000000 Penalty: 5536.742188
	Iteration 126Q: 3 clusters Score -1.174799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -11747991.000000 Penalty: 5536.742188
	Iteration 127F: 3 clusters Score -1.174799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (61803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Entering Unmasked Estep 
Score: -10654103.000000 Penalty: 2735.863281
	Iteration 0F: 2 clusters Score -1.06541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -10616140.000000 Penalty: 5471.726562
	Iteration 0F: 3 clusters Score -1.061614e+07 nChanged 28775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -10632331.000000 Penalty: 5471.726562
	Iteration 1F: 3 clusters Score -1.063233e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -10633345.000000 Penalty: 5471.726562
	Iteration 2Q: 3 clusters Score -1.063334e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -10634691.000000 Penalty: 5471.726562
	Iteration 3F: 3 clusters Score -1.063469e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -10636778.000000 Penalty: 5471.726562
	Iteration 4F: 3 clusters Score -1.063678e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -10639874.000000 Penalty: 5471.726562
	Iteration 5F: 3 clusters Score -1.063987e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -10643389.000000 Penalty: 5471.726562
	Iteration 6F: 3 clusters Score -1.064339e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -10646705.000000 Penalty: 5471.726562
	Iteration 7F: 3 clusters Score -1.06467e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -10649145.000000 Penalty: 5471.726562
	Iteration 8F: 3 clusters Score -1.064914e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -10650604.000000 Penalty: 5471.726562
	Iteration 9Q: 3 clusters Score -1.06506e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 57470 members 
Entering Unmasked Estep 
Score: -10651398.000000 Penalty: 5471.726562
	Iteration 10Q: 3 clusters Score -1.06514e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 58656 members 
Entering Unmasked Estep 
Score: -10651880.000000 Penalty: 5471.726562
	Iteration 11Q: 3 clusters Score -1.065188e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -10652108.000000 Penalty: 5471.726562
	Iteration 12Q: 3 clusters Score -1.065211e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 59856 members 
Entering Unmasked Estep 
Score: -10652271.000000 Penalty: 5471.726562
	Iteration 13Q: 3 clusters Score -1.065227e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -10652331.000000 Penalty: 5471.726562
	Iteration 14Q: 3 clusters Score -1.065233e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 60316 members 
Entering Unmasked Estep 
Score: -10652333.000000 Penalty: 5471.726562
	Iteration 15Q: 3 clusters Score -1.065233e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 60427 members 
Entering Unmasked Estep 
Score: -10652407.000000 Penalty: 5471.726562
	Iteration 16Q: 3 clusters Score -1.065241e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -10652428.000000 Penalty: 5471.726562
	Iteration 17Q: 3 clusters Score -1.065243e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 60550 members 
Entering Unmasked Estep 
Score: -10652437.000000 Penalty: 5471.726562
	Iteration 18Q: 3 clusters Score -1.065244e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -10652470.000000 Penalty: 5471.726562
	Iteration 19Q: 3 clusters Score -1.065247e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 60619 members 
Entering Unmasked Estep 
Score: -10652480.000000 Penalty: 5471.726562
	Iteration 20F: 3 clusters Score -1.065248e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -10652495.000000 Penalty: 5471.726562
	Iteration 21Q: 3 clusters Score -1.06525e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -10652496.000000 Penalty: 5471.726562
	Iteration 22Q: 3 clusters Score -1.06525e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -10652504.000000 Penalty: 5471.726562
	Iteration 23Q: 3 clusters Score -1.06525e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -10652484.000000 Penalty: 5471.726562
	Iteration 24Q: 3 clusters Score -1.065248e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 60702 members 
Entering Unmasked Estep 
Score: -10652506.000000 Penalty: 5471.726562
	Iteration 25Q: 3 clusters Score -1.065251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 60709 members 
Entering Unmasked Estep 
Score: -10652500.000000 Penalty: 5471.726562
	Iteration 26Q: 3 clusters Score -1.06525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -10652504.000000 Penalty: 5471.726562
	Iteration 27Q: 3 clusters Score -1.06525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -10652497.000000 Penalty: 5471.726562
	Iteration 28Q: 3 clusters Score -1.06525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -10652505.000000 Penalty: 5471.726562
	Iteration 29Q: 3 clusters Score -1.06525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -10652508.000000 Penalty: 5471.726562
	Iteration 30Q: 3 clusters Score -1.065251e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -10652515.000000 Penalty: 5471.726562
	Iteration 31Q: 3 clusters Score -1.065252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 60736 members 
Entering Unmasked Estep 
Score: -10652521.000000 Penalty: 5471.726562
	Iteration 32Q: 3 clusters Score -1.065252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 60739 members 
Entering Unmasked Estep 
Score: -10652543.000000 Penalty: 5471.726562
	Iteration 33Q: 3 clusters Score -1.065254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 60743 members 
Entering Unmasked Estep 
Score: -10652548.000000 Penalty: 5471.726562
	Iteration 34Q: 3 clusters Score -1.065255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -10652563.000000 Penalty: 5471.726562
	Iteration 35Q: 3 clusters Score -1.065256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 60755 members 
Entering Unmasked Estep 
Score: -10652567.000000 Penalty: 5471.726562
	Iteration 36Q: 3 clusters Score -1.065257e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -10652571.000000 Penalty: 5471.726562
	Iteration 37Q: 3 clusters Score -1.065257e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 60782 members 
Entering Unmasked Estep 
Score: -10652582.000000 Penalty: 5471.726562
	Iteration 38Q: 3 clusters Score -1.065258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
Score: -10652604.000000 Penalty: 5471.726562
	Iteration 39Q: 3 clusters Score -1.06526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 60793 members 
Entering Unmasked Estep 
Score: -10652576.000000 Penalty: 5471.726562
	Iteration 40F: 3 clusters Score -1.065258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -10652583.000000 Penalty: 5471.726562
	Iteration 41Q: 3 clusters Score -1.065258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -10652602.000000 Penalty: 5471.726562
	Iteration 42Q: 3 clusters Score -1.06526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -10652592.000000 Penalty: 5471.726562
	Iteration 43Q: 3 clusters Score -1.065259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -10652600.000000 Penalty: 5471.726562
	Iteration 44Q: 3 clusters Score -1.06526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -10652600.000000 Penalty: 5471.726562
	Iteration 45Q: 3 clusters Score -1.06526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -10652615.000000 Penalty: 5471.726562
	Iteration 46Q: 3 clusters Score -1.065262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -10652610.000000 Penalty: 5471.726562
	Iteration 47Q: 3 clusters Score -1.065261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -10652611.000000 Penalty: 5471.726562
	Iteration 48Q: 3 clusters Score -1.065261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 60810 members 
Entering Unmasked Estep 
Score: -10652609.000000 Penalty: 5471.726562
	Iteration 49Q: 3 clusters Score -1.065261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -10652604.000000 Penalty: 5471.726562
	Iteration 50Q: 3 clusters Score -1.06526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 60815 members 
Entering Unmasked Estep 
Score: -10652598.000000 Penalty: 5471.726562
	Iteration 51Q: 3 clusters Score -1.06526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -10652610.000000 Penalty: 5471.726562
	Iteration 52Q: 3 clusters Score -1.065261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -10652614.000000 Penalty: 5471.726562
	Iteration 53Q: 3 clusters Score -1.065261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 60815 members 
Entering Unmasked Estep 
Score: -10652616.000000 Penalty: 5471.726562
	Iteration 54Q: 3 clusters Score -1.065262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -10652614.000000 Penalty: 5471.726562
	Iteration 55Q: 3 clusters Score -1.065261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -10652613.000000 Penalty: 5471.726562
	Iteration 56Q: 3 clusters Score -1.065261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 60816 members 
Entering Unmasked Estep 
Score: -10652607.000000 Penalty: 5471.726562
	Iteration 57Q: 3 clusters Score -1.065261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -10652612.000000 Penalty: 5471.726562
	Iteration 58Q: 3 clusters Score -1.065261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -10652610.000000 Penalty: 5471.726562
	Iteration 59Q: 3 clusters Score -1.065261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -10652606.000000 Penalty: 5471.726562
	Iteration 60F: 3 clusters Score -1.065261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Entering Unmasked Estep 
Score: -937491.500000 Penalty: 2134.226807
	Iteration 0F: 2 clusters Score -937491.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -932684.937500 Penalty: 4268.453613
	Iteration 0F: 3 clusters Score -932684.9 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -933864.625000 Penalty: 4268.453613
	Iteration 1F: 3 clusters Score -933864.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -934039.750000 Penalty: 4268.453613
	Iteration 2F: 3 clusters Score -934039.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -934184.000000 Penalty: 4268.453613
	Iteration 3Q: 3 clusters Score -934184 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -934300.875000 Penalty: 4268.453613
	Iteration 4Q: 3 clusters Score -934300.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -934428.937500 Penalty: 4268.453613
	Iteration 5Q: 3 clusters Score -934428.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -934578.187500 Penalty: 4268.453613
	Iteration 6Q: 3 clusters Score -934578.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -934719.437500 Penalty: 4268.453613
	Iteration 7Q: 3 clusters Score -934719.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -934840.062500 Penalty: 4268.453613
	Iteration 8Q: 3 clusters Score -934840.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -934949.562500 Penalty: 4268.453613
	Iteration 9Q: 3 clusters Score -934949.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -935084.875000 Penalty: 4268.453613
	Iteration 10Q: 3 clusters Score -935084.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -935220.500000 Penalty: 4268.453613
	Iteration 11Q: 3 clusters Score -935220.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -935343.750000 Penalty: 4268.453613
	Iteration 12Q: 3 clusters Score -935343.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -935449.562500 Penalty: 4268.453613
	Iteration 13Q: 3 clusters Score -935449.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -935545.125000 Penalty: 4268.453613
	Iteration 14Q: 3 clusters Score -935545.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -935626.625000 Penalty: 4268.453613
	Iteration 15Q: 3 clusters Score -935626.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -935687.812500 Penalty: 4268.453613
	Iteration 16Q: 3 clusters Score -935687.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -935733.375000 Penalty: 4268.453613
	Iteration 17Q: 3 clusters Score -935733.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -935769.375000 Penalty: 4268.453613
	Iteration 18Q: 3 clusters Score -935769.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -935798.062500 Penalty: 4268.453613
	Iteration 19Q: 3 clusters Score -935798.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -935827.500000 Penalty: 4268.453613
	Iteration 20F: 3 clusters Score -935827.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -935844.062500 Penalty: 4268.453613
	Iteration 21Q: 3 clusters Score -935844.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -935858.937500 Penalty: 4268.453613
	Iteration 22Q: 3 clusters Score -935858.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -935867.937500 Penalty: 4268.453613
	Iteration 23Q: 3 clusters Score -935867.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -935872.187500 Penalty: 4268.453613
	Iteration 24Q: 3 clusters Score -935872.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -935876.062500 Penalty: 4268.453613
	Iteration 25Q: 3 clusters Score -935876.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -935879.375000 Penalty: 4268.453613
	Iteration 26Q: 3 clusters Score -935879.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -935884.125000 Penalty: 4268.453613
	Iteration 27Q: 3 clusters Score -935884.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -935889.250000 Penalty: 4268.453613
	Iteration 28Q: 3 clusters Score -935889.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -935891.875000 Penalty: 4268.453613
	Iteration 29Q: 3 clusters Score -935891.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -935895.562500 Penalty: 4268.453613
	Iteration 30Q: 3 clusters Score -935895.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -935898.437500 Penalty: 4268.453613
	Iteration 31Q: 3 clusters Score -935898.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -935899.625000 Penalty: 4268.453613
	Iteration 32Q: 3 clusters Score -935899.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -935903.750000 Penalty: 4268.453613
	Iteration 33Q: 3 clusters Score -935903.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -935908.437500 Penalty: 4268.453613
	Iteration 34Q: 3 clusters Score -935908.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -935909.125000 Penalty: 4268.453613
	Iteration 35Q: 3 clusters Score -935909.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -935909.687500 Penalty: 4268.453613
	Iteration 36Q: 3 clusters Score -935909.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -935912.875000 Penalty: 4268.453613
	Iteration 37Q: 3 clusters Score -935912.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -935913.312500 Penalty: 4268.453613
	Iteration 38Q: 3 clusters Score -935913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -935914.625000 Penalty: 4268.453613
	Iteration 39Q: 3 clusters Score -935914.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -935917.750000 Penalty: 4268.453613
	Iteration 40F: 3 clusters Score -935917.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -935918.625000 Penalty: 4268.453613
	Iteration 41Q: 3 clusters Score -935918.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -935923.687500 Penalty: 4268.453613
	Iteration 42Q: 3 clusters Score -935923.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -935925.625000 Penalty: 4268.453613
	Iteration 43Q: 3 clusters Score -935925.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -935932.687500 Penalty: 4268.453613
	Iteration 44Q: 3 clusters Score -935932.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -935939.250000 Penalty: 4268.453613
	Iteration 45Q: 3 clusters Score -935939.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -935943.062500 Penalty: 4268.453613
	Iteration 46Q: 3 clusters Score -935943.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -935949.312500 Penalty: 4268.453613
	Iteration 47Q: 3 clusters Score -935949.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -935950.437500 Penalty: 4268.453613
	Iteration 48Q: 3 clusters Score -935950.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -935952.625000 Penalty: 4268.453613
	Iteration 49Q: 3 clusters Score -935952.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -935951.875000 Penalty: 4268.453613
	Iteration 50Q: 3 clusters Score -935951.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -935950.875000 Penalty: 4268.453613
	Iteration 51Q: 3 clusters Score -935950.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -935950.875000 Penalty: 4268.453613
	Iteration 52F: 3 clusters Score -935950.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Entering Unmasked Estep 
Score: -1105818.750000 Penalty: 2179.116943
	Iteration 0F: 2 clusters Score -1105819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1100337.875000 Penalty: 4358.233887
	Iteration 0F: 3 clusters Score -1100338 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1101915.875000 Penalty: 4358.233887
	Iteration 1F: 3 clusters Score -1101916 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1102239.500000 Penalty: 4358.233887
	Iteration 2F: 3 clusters Score -1102240 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1102532.625000 Penalty: 4358.233887
	Iteration 3F: 3 clusters Score -1102533 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1102847.625000 Penalty: 4358.233887
	Iteration 4F: 3 clusters Score -1102848 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1103143.375000 Penalty: 4358.233887
	Iteration 5F: 3 clusters Score -1103143 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1103383.625000 Penalty: 4358.233887
	Iteration 6Q: 3 clusters Score -1103384 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1103564.125000 Penalty: 4358.233887
	Iteration 7Q: 3 clusters Score -1103564 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1103697.125000 Penalty: 4358.233887
	Iteration 8Q: 3 clusters Score -1103697 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1103785.250000 Penalty: 4358.233887
	Iteration 9Q: 3 clusters Score -1103785 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1103849.500000 Penalty: 4358.233887
	Iteration 10Q: 3 clusters Score -1103850 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1103904.250000 Penalty: 4358.233887
	Iteration 11Q: 3 clusters Score -1103904 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1103959.000000 Penalty: 4358.233887
	Iteration 12Q: 3 clusters Score -1103959 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1104004.000000 Penalty: 4358.233887
	Iteration 13Q: 3 clusters Score -1104004 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1104038.125000 Penalty: 4358.233887
	Iteration 14Q: 3 clusters Score -1104038 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1104062.500000 Penalty: 4358.233887
	Iteration 15Q: 3 clusters Score -1104062 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1104080.375000 Penalty: 4358.233887
	Iteration 16Q: 3 clusters Score -1104080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1104090.250000 Penalty: 4358.233887
	Iteration 17Q: 3 clusters Score -1104090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1104103.125000 Penalty: 4358.233887
	Iteration 18Q: 3 clusters Score -1104103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1104106.250000 Penalty: 4358.233887
	Iteration 19Q: 3 clusters Score -1104106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1104106.750000 Penalty: 4358.233887
	Iteration 20F: 3 clusters Score -1104107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1104114.375000 Penalty: 4358.233887
	Iteration 21Q: 3 clusters Score -1104114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1104120.250000 Penalty: 4358.233887
	Iteration 22Q: 3 clusters Score -1104120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1104125.000000 Penalty: 4358.233887
	Iteration 23Q: 3 clusters Score -1104125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1104129.375000 Penalty: 4358.233887
	Iteration 24Q: 3 clusters Score -1104129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1104132.000000 Penalty: 4358.233887
	Iteration 25Q: 3 clusters Score -1104132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1104134.750000 Penalty: 4358.233887
	Iteration 26Q: 3 clusters Score -1104135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1104133.375000 Penalty: 4358.233887
	Iteration 27Q: 3 clusters Score -1104133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1104133.750000 Penalty: 4358.233887
	Iteration 28Q: 3 clusters Score -1104134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1104136.750000 Penalty: 4358.233887
	Iteration 29Q: 3 clusters Score -1104137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1104137.625000 Penalty: 4358.233887
	Iteration 30Q: 3 clusters Score -1104138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1104141.125000 Penalty: 4358.233887
	Iteration 31Q: 3 clusters Score -1104141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1104139.375000 Penalty: 4358.233887
	Iteration 32Q: 3 clusters Score -1104139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1104144.000000 Penalty: 4358.233887
	Iteration 33Q: 3 clusters Score -1104144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1104144.500000 Penalty: 4358.233887
	Iteration 34Q: 3 clusters Score -1104144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1104144.250000 Penalty: 4358.233887
	Iteration 35Q: 3 clusters Score -1104144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1104149.000000 Penalty: 4358.233887
	Iteration 36Q: 3 clusters Score -1104149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1104150.625000 Penalty: 4358.233887
	Iteration 37Q: 3 clusters Score -1104151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1104149.500000 Penalty: 4358.233887
	Iteration 38Q: 3 clusters Score -1104150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1104151.375000 Penalty: 4358.233887
	Iteration 39Q: 3 clusters Score -1104151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1104152.125000 Penalty: 4358.233887
	Iteration 40F: 3 clusters Score -1104152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1104153.500000 Penalty: 4358.233887
	Iteration 41Q: 3 clusters Score -1104154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1104153.625000 Penalty: 4358.233887
	Iteration 42Q: 3 clusters Score -1104154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1104154.125000 Penalty: 4358.233887
	Iteration 43Q: 3 clusters Score -1104154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1104153.375000 Penalty: 4358.233887
	Iteration 44Q: 3 clusters Score -1104153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1104156.000000 Penalty: 4358.233887
	Iteration 45Q: 3 clusters Score -1104156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1104158.625000 Penalty: 4358.233887
	Iteration 46Q: 3 clusters Score -1104159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1104156.125000 Penalty: 4358.233887
	Iteration 47Q: 3 clusters Score -1104156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1104158.375000 Penalty: 4358.233887
	Iteration 48Q: 3 clusters Score -1104158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1104157.125000 Penalty: 4358.233887
	Iteration 49Q: 3 clusters Score -1104157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1104158.875000 Penalty: 4358.233887
	Iteration 50Q: 3 clusters Score -1104159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1104159.000000 Penalty: 4358.233887
	Iteration 51Q: 3 clusters Score -1104159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1104159.875000 Penalty: 4358.233887
	Iteration 52Q: 3 clusters Score -1104160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1104159.750000 Penalty: 4358.233887
	Iteration 53Q: 3 clusters Score -1104160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1104161.750000 Penalty: 4358.233887
	Iteration 54Q: 3 clusters Score -1104162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1104161.375000 Penalty: 4358.233887
	Iteration 55Q: 3 clusters Score -1104161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1104160.250000 Penalty: 4358.233887
	Iteration 56Q: 3 clusters Score -1104160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1104160.750000 Penalty: 4358.233887
	Iteration 57Q: 3 clusters Score -1104161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1104162.625000 Penalty: 4358.233887
	Iteration 58Q: 3 clusters Score -1104163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1104163.500000 Penalty: 4358.233887
	Iteration 59Q: 3 clusters Score -1104164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1104164.875000 Penalty: 4358.233887
	Iteration 60F: 3 clusters Score -1104165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1104167.250000 Penalty: 4358.233887
	Iteration 61Q: 3 clusters Score -1104167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1104168.750000 Penalty: 4358.233887
	Iteration 62Q: 3 clusters Score -1104169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1104173.375000 Penalty: 4358.233887
	Iteration 63Q: 3 clusters Score -1104173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1104173.375000 Penalty: 4358.233887
	Iteration 64Q: 3 clusters Score -1104173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1104174.000000 Penalty: 4358.233887
	Iteration 65Q: 3 clusters Score -1104174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1104176.875000 Penalty: 4358.233887
	Iteration 66Q: 3 clusters Score -1104177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1104177.875000 Penalty: 4358.233887
	Iteration 67Q: 3 clusters Score -1104178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1104178.000000 Penalty: 4358.233887
	Iteration 68Q: 3 clusters Score -1104178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1104178.750000 Penalty: 4358.233887
	Iteration 69Q: 3 clusters Score -1104179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1104177.625000 Penalty: 4358.233887
	Iteration 70Q: 3 clusters Score -1104178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1104178.375000 Penalty: 4358.233887
	Iteration 71Q: 3 clusters Score -1104178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1104178.375000 Penalty: 4358.233887
	Iteration 72F: 3 clusters Score -1104178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -85916.882812 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -85916.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -84522.226562 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -84522.23 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84906.960938 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -84906.96 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -85228.671875 Penalty: 3147.435547
	Iteration 2F: 3 clusters Score -85228.67 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -85497.601562 Penalty: 3147.435547
	Iteration 3F: 3 clusters Score -85497.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -85622.117188 Penalty: 3147.435547
	Iteration 4Q: 3 clusters Score -85622.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -85672.484375 Penalty: 3147.435547
	Iteration 5Q: 3 clusters Score -85672.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -85709.421875 Penalty: 3147.435547
	Iteration 6Q: 3 clusters Score -85709.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -85723.585938 Penalty: 3147.435547
	Iteration 7Q: 3 clusters Score -85723.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -85730.390625 Penalty: 3147.435547
	Iteration 8Q: 3 clusters Score -85730.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -85730.390625 Penalty: 3147.435547
	Iteration 9F: 3 clusters Score -85730.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Entering Unmasked Estep 
Score: -1979245.500000 Penalty: 2331.581543
	Iteration 0F: 2 clusters Score -1979246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1970264.875000 Penalty: 4663.163086
	Iteration 0F: 3 clusters Score -1970265 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1973055.125000 Penalty: 4663.163086
	Iteration 1F: 3 clusters Score -1973055 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1973455.500000 Penalty: 4663.163086
	Iteration 2F: 3 clusters Score -1973456 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1973787.875000 Penalty: 4663.163086
	Iteration 3F: 3 clusters Score -1973788 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1974100.875000 Penalty: 4663.163086
	Iteration 4Q: 3 clusters Score -1974101 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1974403.125000 Penalty: 4663.163086
	Iteration 5Q: 3 clusters Score -1974403 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1974689.625000 Penalty: 4663.163086
	Iteration 6Q: 3 clusters Score -1974690 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1974973.750000 Penalty: 4663.163086
	Iteration 7Q: 3 clusters Score -1974974 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1975232.500000 Penalty: 4663.163086
	Iteration 8Q: 3 clusters Score -1975232 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1975462.500000 Penalty: 4663.163086
	Iteration 9Q: 3 clusters Score -1975462 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1975693.500000 Penalty: 4663.163086
	Iteration 10Q: 3 clusters Score -1975694 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1975899.500000 Penalty: 4663.163086
	Iteration 11Q: 3 clusters Score -1975900 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1976073.250000 Penalty: 4663.163086
	Iteration 12Q: 3 clusters Score -1976073 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1976237.000000 Penalty: 4663.163086
	Iteration 13Q: 3 clusters Score -1976237 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1976411.125000 Penalty: 4663.163086
	Iteration 14Q: 3 clusters Score -1976411 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1976551.000000 Penalty: 4663.163086
	Iteration 15Q: 3 clusters Score -1976551 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1976689.375000 Penalty: 4663.163086
	Iteration 16Q: 3 clusters Score -1976689 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1976821.750000 Penalty: 4663.163086
	Iteration 17Q: 3 clusters Score -1976822 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1976889.750000 Penalty: 4663.163086
	Iteration 18Q: 3 clusters Score -1976890 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1976945.750000 Penalty: 4663.163086
	Iteration 19Q: 3 clusters Score -1976946 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1976981.375000 Penalty: 4663.163086
	Iteration 20F: 3 clusters Score -1976981 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1977018.000000 Penalty: 4663.163086
	Iteration 21Q: 3 clusters Score -1977018 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1977040.500000 Penalty: 4663.163086
	Iteration 22Q: 3 clusters Score -1977040 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1977065.625000 Penalty: 4663.163086
	Iteration 23Q: 3 clusters Score -1977066 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1977093.500000 Penalty: 4663.163086
	Iteration 24Q: 3 clusters Score -1977094 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1977113.250000 Penalty: 4663.163086
	Iteration 25Q: 3 clusters Score -1977113 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1977137.250000 Penalty: 4663.163086
	Iteration 26Q: 3 clusters Score -1977137 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1977164.500000 Penalty: 4663.163086
	Iteration 27Q: 3 clusters Score -1977164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1977176.000000 Penalty: 4663.163086
	Iteration 28Q: 3 clusters Score -1977176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1977197.125000 Penalty: 4663.163086
	Iteration 29Q: 3 clusters Score -1977197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1977222.500000 Penalty: 4663.163086
	Iteration 30Q: 3 clusters Score -1977222 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1977240.625000 Penalty: 4663.163086
	Iteration 31Q: 3 clusters Score -1977241 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1977263.750000 Penalty: 4663.163086
	Iteration 32Q: 3 clusters Score -1977264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1977271.000000 Penalty: 4663.163086
	Iteration 33Q: 3 clusters Score -1977271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1977282.875000 Penalty: 4663.163086
	Iteration 34Q: 3 clusters Score -1977283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1977283.500000 Penalty: 4663.163086
	Iteration 35Q: 3 clusters Score -1977284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1977292.125000 Penalty: 4663.163086
	Iteration 36Q: 3 clusters Score -1977292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1977292.625000 Penalty: 4663.163086
	Iteration 37Q: 3 clusters Score -1977293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1977300.125000 Penalty: 4663.163086
	Iteration 38Q: 3 clusters Score -1977300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1977312.750000 Penalty: 4663.163086
	Iteration 39Q: 3 clusters Score -1977313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1977314.000000 Penalty: 4663.163086
	Iteration 40F: 3 clusters Score -1977314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1977321.875000 Penalty: 4663.163086
	Iteration 41Q: 3 clusters Score -1977322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1977327.875000 Penalty: 4663.163086
	Iteration 42Q: 3 clusters Score -1977328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1977332.500000 Penalty: 4663.163086
	Iteration 43Q: 3 clusters Score -1977332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1977341.750000 Penalty: 4663.163086
	Iteration 44Q: 3 clusters Score -1977342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1977347.750000 Penalty: 4663.163086
	Iteration 45Q: 3 clusters Score -1977348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1977355.500000 Penalty: 4663.163086
	Iteration 46Q: 3 clusters Score -1977356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1977364.750000 Penalty: 4663.163086
	Iteration 47Q: 3 clusters Score -1977365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1977369.000000 Penalty: 4663.163086
	Iteration 48Q: 3 clusters Score -1977369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1977373.625000 Penalty: 4663.163086
	Iteration 49Q: 3 clusters Score -1977374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1977376.625000 Penalty: 4663.163086
	Iteration 50Q: 3 clusters Score -1977377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1977379.500000 Penalty: 4663.163086
	Iteration 51Q: 3 clusters Score -1977380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1977380.750000 Penalty: 4663.163086
	Iteration 52Q: 3 clusters Score -1977381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1977387.750000 Penalty: 4663.163086
	Iteration 53Q: 3 clusters Score -1977388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1977388.000000 Penalty: 4663.163086
	Iteration 54Q: 3 clusters Score -1977388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1977395.375000 Penalty: 4663.163086
	Iteration 55Q: 3 clusters Score -1977395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1977398.125000 Penalty: 4663.163086
	Iteration 56Q: 3 clusters Score -1977398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1977399.750000 Penalty: 4663.163086
	Iteration 57Q: 3 clusters Score -1977400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1977398.750000 Penalty: 4663.163086
	Iteration 58Q: 3 clusters Score -1977399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1977400.750000 Penalty: 4663.163086
	Iteration 59Q: 3 clusters Score -1977401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1977408.250000 Penalty: 4663.163086
	Iteration 60F: 3 clusters Score -1977408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1977412.875000 Penalty: 4663.163086
	Iteration 61Q: 3 clusters Score -1977413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1977419.250000 Penalty: 4663.163086
	Iteration 62Q: 3 clusters Score -1977419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1977418.000000 Penalty: 4663.163086
	Iteration 63Q: 3 clusters Score -1977418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1977422.125000 Penalty: 4663.163086
	Iteration 64Q: 3 clusters Score -1977422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1977422.875000 Penalty: 4663.163086
	Iteration 65Q: 3 clusters Score -1977423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1977425.000000 Penalty: 4663.163086
	Iteration 66Q: 3 clusters Score -1977425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1977434.875000 Penalty: 4663.163086
	Iteration 67Q: 3 clusters Score -1977435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1977434.250000 Penalty: 4663.163086
	Iteration 68Q: 3 clusters Score -1977434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1977432.750000 Penalty: 4663.163086
	Iteration 69Q: 3 clusters Score -1977433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1977437.250000 Penalty: 4663.163086
	Iteration 70Q: 3 clusters Score -1977437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1977436.375000 Penalty: 4663.163086
	Iteration 71Q: 3 clusters Score -1977436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1977435.375000 Penalty: 4663.163086
	Iteration 72Q: 3 clusters Score -1977435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1977435.375000 Penalty: 4663.163086
	Iteration 73F: 3 clusters Score -1977435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Entering Unmasked Estep 
Score: -8479011.000000 Penalty: 2690.986816
	Iteration 0F: 2 clusters Score -8479011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -8444600.000000 Penalty: 5381.973633
	Iteration 0F: 3 clusters Score -8444600 nChanged 23920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -8458516.000000 Penalty: 5381.973633
	Iteration 1F: 3 clusters Score -8458516 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -8459960.000000 Penalty: 5381.973633
	Iteration 2F: 3 clusters Score -8459960 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -8461749.000000 Penalty: 5381.973633
	Iteration 3F: 3 clusters Score -8461749 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -8463722.000000 Penalty: 5381.973633
	Iteration 4F: 3 clusters Score -8463722 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -8465886.000000 Penalty: 5381.973633
	Iteration 5F: 3 clusters Score -8465886 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -8468043.000000 Penalty: 5381.973633
	Iteration 6F: 3 clusters Score -8468043 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -8469924.000000 Penalty: 5381.973633
	Iteration 7F: 3 clusters Score -8469924 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -8471548.000000 Penalty: 5381.973633
	Iteration 8Q: 3 clusters Score -8471548 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -8473203.000000 Penalty: 5381.973633
	Iteration 9Q: 3 clusters Score -8473203 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -8474436.000000 Penalty: 5381.973633
	Iteration 10Q: 3 clusters Score -8474436 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -8475178.000000 Penalty: 5381.973633
	Iteration 11Q: 3 clusters Score -8475178 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -8475694.000000 Penalty: 5381.973633
	Iteration 12Q: 3 clusters Score -8475694 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -8476063.000000 Penalty: 5381.973633
	Iteration 13Q: 3 clusters Score -8476063 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -8476284.000000 Penalty: 5381.973633
	Iteration 14Q: 3 clusters Score -8476284 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -8476447.000000 Penalty: 5381.973633
	Iteration 15Q: 3 clusters Score -8476447 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -8476565.000000 Penalty: 5381.973633
	Iteration 16Q: 3 clusters Score -8476565 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -8476633.000000 Penalty: 5381.973633
	Iteration 17Q: 3 clusters Score -8476633 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -8476717.000000 Penalty: 5381.973633
	Iteration 18Q: 3 clusters Score -8476717 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -8476814.000000 Penalty: 5381.973633
	Iteration 19Q: 3 clusters Score -8476814 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -8476841.000000 Penalty: 5381.973633
	Iteration 20F: 3 clusters Score -8476841 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -8476911.000000 Penalty: 5381.973633
	Iteration 21Q: 3 clusters Score -8476911 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -8476945.000000 Penalty: 5381.973633
	Iteration 22Q: 3 clusters Score -8476945 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -8477006.000000 Penalty: 5381.973633
	Iteration 23Q: 3 clusters Score -8477006 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -8477066.000000 Penalty: 5381.973633
	Iteration 24Q: 3 clusters Score -8477066 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -8477092.000000 Penalty: 5381.973633
	Iteration 25Q: 3 clusters Score -8477092 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -8477125.000000 Penalty: 5381.973633
	Iteration 26Q: 3 clusters Score -8477125 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8477155.000000 Penalty: 5381.973633
	Iteration 27Q: 3 clusters Score -8477155 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -8477192.000000 Penalty: 5381.973633
	Iteration 28Q: 3 clusters Score -8477192 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49612 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -8477190.000000 Penalty: 5381.973633
	Iteration 29Q: 3 clusters Score -8477190 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49661 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8477208.000000 Penalty: 5381.973633
	Iteration 30Q: 3 clusters Score -8477208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -8477244.000000 Penalty: 5381.973633
	Iteration 31Q: 3 clusters Score -8477244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8477246.000000 Penalty: 5381.973633
	Iteration 32Q: 3 clusters Score -8477246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -8477258.000000 Penalty: 5381.973633
	Iteration 33Q: 3 clusters Score -8477258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49814 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -8477267.000000 Penalty: 5381.973633
	Iteration 34Q: 3 clusters Score -8477267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49842 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8477282.000000 Penalty: 5381.973633
	Iteration 35Q: 3 clusters Score -8477282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8477303.000000 Penalty: 5381.973633
	Iteration 36Q: 3 clusters Score -8477303 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8477297.000000 Penalty: 5381.973633
	Iteration 37Q: 3 clusters Score -8477297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -8477311.000000 Penalty: 5381.973633
	Iteration 38Q: 3 clusters Score -8477311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8477321.000000 Penalty: 5381.973633
	Iteration 39Q: 3 clusters Score -8477321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -8477309.000000 Penalty: 5381.973633
	Iteration 40F: 3 clusters Score -8477309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -8477309.000000 Penalty: 5381.973633
	Iteration 41Q: 3 clusters Score -8477309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -8477315.000000 Penalty: 5381.973633
	Iteration 42Q: 3 clusters Score -8477315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8477317.000000 Penalty: 5381.973633
	Iteration 43Q: 3 clusters Score -8477317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49957 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8477309.000000 Penalty: 5381.973633
	Iteration 44Q: 3 clusters Score -8477309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -8477303.000000 Penalty: 5381.973633
	Iteration 45Q: 3 clusters Score -8477303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -8477307.000000 Penalty: 5381.973633
	Iteration 46Q: 3 clusters Score -8477307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -8477309.000000 Penalty: 5381.973633
	Iteration 47Q: 3 clusters Score -8477309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8477310.000000 Penalty: 5381.973633
	Iteration 48Q: 3 clusters Score -8477310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8477310.000000 Penalty: 5381.973633
	Iteration 49F: 3 clusters Score -8477310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -47040.632812 Penalty: 1444.115356
	Iteration 0F: 2 clusters Score -47040.63 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: -45805.671875 Penalty: 2888.230713
	Iteration 0F: 3 clusters Score -45805.67 nChanged 66
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: -46097.082031 Penalty: 2888.230713
	Iteration 1F: 3 clusters Score -46097.08 nChanged 29
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: -46417.570312 Penalty: 2888.230713
	Iteration 2F: 3 clusters Score -46417.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46551.105469 Penalty: 2888.230713
	Iteration 3F: 3 clusters Score -46551.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46610.144531 Penalty: 2888.230713
	Iteration 4Q: 3 clusters Score -46610.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46639.398438 Penalty: 2888.230713
	Iteration 5Q: 3 clusters Score -46639.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46689.207031 Penalty: 2888.230713
	Iteration 6Q: 3 clusters Score -46689.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46707.394531 Penalty: 2888.230713
	Iteration 7Q: 3 clusters Score -46707.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46707.394531 Penalty: 2888.230713
	Iteration 8F: 3 clusters Score -46707.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Entering Unmasked Estep 
Score: -1075956.625000 Penalty: 2173.872314
	Iteration 0F: 2 clusters Score -1075957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1070588.375000 Penalty: 4347.744629
	Iteration 0F: 3 clusters Score -1070588 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1071985.875000 Penalty: 4347.744629
	Iteration 1F: 3 clusters Score -1071986 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1072315.875000 Penalty: 4347.744629
	Iteration 2F: 3 clusters Score -1072316 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1072704.875000 Penalty: 4347.744629
	Iteration 3F: 3 clusters Score -1072705 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1073205.875000 Penalty: 4347.744629
	Iteration 4F: 3 clusters Score -1073206 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1073787.750000 Penalty: 4347.744629
	Iteration 5F: 3 clusters Score -1073788 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1074327.375000 Penalty: 4347.744629
	Iteration 6F: 3 clusters Score -1074327 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1074716.625000 Penalty: 4347.744629
	Iteration 7F: 3 clusters Score -1074717 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1074930.250000 Penalty: 4347.744629
	Iteration 8Q: 3 clusters Score -1074930 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1075019.875000 Penalty: 4347.744629
	Iteration 9Q: 3 clusters Score -1075020 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1075068.250000 Penalty: 4347.744629
	Iteration 10Q: 3 clusters Score -1075068 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1075094.750000 Penalty: 4347.744629
	Iteration 11Q: 3 clusters Score -1075095 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1075106.000000 Penalty: 4347.744629
	Iteration 12Q: 3 clusters Score -1075106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1075115.875000 Penalty: 4347.744629
	Iteration 13Q: 3 clusters Score -1075116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1075125.750000 Penalty: 4347.744629
	Iteration 14Q: 3 clusters Score -1075126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1075128.500000 Penalty: 4347.744629
	Iteration 15Q: 3 clusters Score -1075128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1075132.125000 Penalty: 4347.744629
	Iteration 16Q: 3 clusters Score -1075132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1075136.875000 Penalty: 4347.744629
	Iteration 17Q: 3 clusters Score -1075137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1075146.625000 Penalty: 4347.744629
	Iteration 18Q: 3 clusters Score -1075147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1075155.750000 Penalty: 4347.744629
	Iteration 19Q: 3 clusters Score -1075156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1075163.375000 Penalty: 4347.744629
	Iteration 20F: 3 clusters Score -1075163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1075167.500000 Penalty: 4347.744629
	Iteration 21Q: 3 clusters Score -1075168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1075171.875000 Penalty: 4347.744629
	Iteration 22Q: 3 clusters Score -1075172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1075176.625000 Penalty: 4347.744629
	Iteration 23Q: 3 clusters Score -1075177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1075185.500000 Penalty: 4347.744629
	Iteration 24Q: 3 clusters Score -1075186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1075200.750000 Penalty: 4347.744629
	Iteration 25Q: 3 clusters Score -1075201 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1075224.750000 Penalty: 4347.744629
	Iteration 26Q: 3 clusters Score -1075225 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1075256.250000 Penalty: 4347.744629
	Iteration 27Q: 3 clusters Score -1075256 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1075290.125000 Penalty: 4347.744629
	Iteration 28Q: 3 clusters Score -1075290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1075316.375000 Penalty: 4347.744629
	Iteration 29Q: 3 clusters Score -1075316 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1075354.125000 Penalty: 4347.744629
	Iteration 30Q: 3 clusters Score -1075354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1075386.250000 Penalty: 4347.744629
	Iteration 31Q: 3 clusters Score -1075386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1075424.625000 Penalty: 4347.744629
	Iteration 32Q: 3 clusters Score -1075425 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1075467.000000 Penalty: 4347.744629
	Iteration 33Q: 3 clusters Score -1075467 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1075507.000000 Penalty: 4347.744629
	Iteration 34Q: 3 clusters Score -1075507 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1075556.375000 Penalty: 4347.744629
	Iteration 35Q: 3 clusters Score -1075556 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1075610.750000 Penalty: 4347.744629
	Iteration 36Q: 3 clusters Score -1075611 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1075673.000000 Penalty: 4347.744629
	Iteration 37Q: 3 clusters Score -1075673 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1075718.625000 Penalty: 4347.744629
	Iteration 38Q: 3 clusters Score -1075719 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1075750.125000 Penalty: 4347.744629
	Iteration 39Q: 3 clusters Score -1075750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1075763.750000 Penalty: 4347.744629
	Iteration 40F: 3 clusters Score -1075764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1075776.375000 Penalty: 4347.744629
	Iteration 41Q: 3 clusters Score -1075776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1075778.500000 Penalty: 4347.744629
	Iteration 42Q: 3 clusters Score -1075778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1075782.875000 Penalty: 4347.744629
	Iteration 43Q: 3 clusters Score -1075783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1075787.250000 Penalty: 4347.744629
	Iteration 44Q: 3 clusters Score -1075787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1075791.125000 Penalty: 4347.744629
	Iteration 45Q: 3 clusters Score -1075791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1075792.875000 Penalty: 4347.744629
	Iteration 46Q: 3 clusters Score -1075793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1075794.000000 Penalty: 4347.744629
	Iteration 47Q: 3 clusters Score -1075794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1075798.375000 Penalty: 4347.744629
	Iteration 48Q: 3 clusters Score -1075798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1075799.875000 Penalty: 4347.744629
	Iteration 49Q: 3 clusters Score -1075800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1075799.125000 Penalty: 4347.744629
	Iteration 50Q: 3 clusters Score -1075799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1075799.125000 Penalty: 4347.744629
	Iteration 51F: 3 clusters Score -1075799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Entering Unmasked Estep 
Score: -382151.250000 Penalty: 1934.033691
	Iteration 0F: 2 clusters Score -382151.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -379249.656250 Penalty: 3868.067383
	Iteration 0F: 3 clusters Score -379249.7 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -379935.937500 Penalty: 3868.067383
	Iteration 1F: 3 clusters Score -379935.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -380225.281250 Penalty: 3868.067383
	Iteration 2F: 3 clusters Score -380225.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -380444.500000 Penalty: 3868.067383
	Iteration 3F: 3 clusters Score -380444.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -380672.843750 Penalty: 3868.067383
	Iteration 4F: 3 clusters Score -380672.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -380866.718750 Penalty: 3868.067383
	Iteration 5Q: 3 clusters Score -380866.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -381038.968750 Penalty: 3868.067383
	Iteration 6Q: 3 clusters Score -381039 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -381246.531250 Penalty: 3868.067383
	Iteration 7F: 3 clusters Score -381246.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -381454.156250 Penalty: 3868.067383
	Iteration 8F: 3 clusters Score -381454.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -381597.875000 Penalty: 3868.067383
	Iteration 9Q: 3 clusters Score -381597.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -381709.437500 Penalty: 3868.067383
	Iteration 10Q: 3 clusters Score -381709.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -381806.000000 Penalty: 3868.067383
	Iteration 11Q: 3 clusters Score -381806 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -381858.000000 Penalty: 3868.067383
	Iteration 12Q: 3 clusters Score -381858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -381897.875000 Penalty: 3868.067383
	Iteration 13Q: 3 clusters Score -381897.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -381919.843750 Penalty: 3868.067383
	Iteration 14Q: 3 clusters Score -381919.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -381934.437500 Penalty: 3868.067383
	Iteration 15Q: 3 clusters Score -381934.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -381946.218750 Penalty: 3868.067383
	Iteration 16Q: 3 clusters Score -381946.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -381950.437500 Penalty: 3868.067383
	Iteration 17Q: 3 clusters Score -381950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -381951.156250 Penalty: 3868.067383
	Iteration 18Q: 3 clusters Score -381951.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -381953.093750 Penalty: 3868.067383
	Iteration 19Q: 3 clusters Score -381953.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -381954.531250 Penalty: 3868.067383
	Iteration 20F: 3 clusters Score -381954.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -381955.531250 Penalty: 3868.067383
	Iteration 21Q: 3 clusters Score -381955.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -381955.531250 Penalty: 3868.067383
	Iteration 22F: 3 clusters Score -381955.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Entering Unmasked Estep 
Score: -1092908.000000 Penalty: 2182.016602
	Iteration 0F: 2 clusters Score -1092908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1087351.000000 Penalty: 4364.033203
	Iteration 0F: 3 clusters Score -1087351 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1088841.250000 Penalty: 4364.033203
	Iteration 1F: 3 clusters Score -1088841 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1089121.375000 Penalty: 4364.033203
	Iteration 2F: 3 clusters Score -1089121 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1089307.875000 Penalty: 4364.033203
	Iteration 3F: 3 clusters Score -1089308 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1089435.750000 Penalty: 4364.033203
	Iteration 4Q: 3 clusters Score -1089436 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1089535.375000 Penalty: 4364.033203
	Iteration 5Q: 3 clusters Score -1089535 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1089616.500000 Penalty: 4364.033203
	Iteration 6Q: 3 clusters Score -1089616 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1089676.625000 Penalty: 4364.033203
	Iteration 7Q: 3 clusters Score -1089677 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1089725.000000 Penalty: 4364.033203
	Iteration 8Q: 3 clusters Score -1089725 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1089758.750000 Penalty: 4364.033203
	Iteration 9Q: 3 clusters Score -1089759 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1089799.125000 Penalty: 4364.033203
	Iteration 10Q: 3 clusters Score -1089799 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1089829.875000 Penalty: 4364.033203
	Iteration 11Q: 3 clusters Score -1089830 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1089856.750000 Penalty: 4364.033203
	Iteration 12Q: 3 clusters Score -1089857 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1089881.625000 Penalty: 4364.033203
	Iteration 13Q: 3 clusters Score -1089882 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1089909.375000 Penalty: 4364.033203
	Iteration 14Q: 3 clusters Score -1089909 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1089939.125000 Penalty: 4364.033203
	Iteration 15Q: 3 clusters Score -1089939 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1089960.875000 Penalty: 4364.033203
	Iteration 16Q: 3 clusters Score -1089961 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1089983.250000 Penalty: 4364.033203
	Iteration 17Q: 3 clusters Score -1089983 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1090008.250000 Penalty: 4364.033203
	Iteration 18Q: 3 clusters Score -1090008 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1090042.750000 Penalty: 4364.033203
	Iteration 19Q: 3 clusters Score -1090043 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1090083.250000 Penalty: 4364.033203
	Iteration 20F: 3 clusters Score -1090083 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1090124.000000 Penalty: 4364.033203
	Iteration 21Q: 3 clusters Score -1090124 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1090176.500000 Penalty: 4364.033203
	Iteration 22Q: 3 clusters Score -1090176 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1090224.125000 Penalty: 4364.033203
	Iteration 23Q: 3 clusters Score -1090224 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1090272.000000 Penalty: 4364.033203
	Iteration 24Q: 3 clusters Score -1090272 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1090314.750000 Penalty: 4364.033203
	Iteration 25Q: 3 clusters Score -1090315 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1090355.875000 Penalty: 4364.033203
	Iteration 26Q: 3 clusters Score -1090356 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1090404.500000 Penalty: 4364.033203
	Iteration 27Q: 3 clusters Score -1090404 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1090443.625000 Penalty: 4364.033203
	Iteration 28Q: 3 clusters Score -1090444 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1090474.500000 Penalty: 4364.033203
	Iteration 29Q: 3 clusters Score -1090474 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1090512.500000 Penalty: 4364.033203
	Iteration 30Q: 3 clusters Score -1090512 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1090558.250000 Penalty: 4364.033203
	Iteration 31Q: 3 clusters Score -1090558 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1090602.625000 Penalty: 4364.033203
	Iteration 32Q: 3 clusters Score -1090603 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1090641.125000 Penalty: 4364.033203
	Iteration 33Q: 3 clusters Score -1090641 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1090691.250000 Penalty: 4364.033203
	Iteration 34Q: 3 clusters Score -1090691 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1090741.250000 Penalty: 4364.033203
	Iteration 35Q: 3 clusters Score -1090741 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1090791.750000 Penalty: 4364.033203
	Iteration 36Q: 3 clusters Score -1090792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1090837.875000 Penalty: 4364.033203
	Iteration 37Q: 3 clusters Score -1090838 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1090883.250000 Penalty: 4364.033203
	Iteration 38Q: 3 clusters Score -1090883 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1090913.375000 Penalty: 4364.033203
	Iteration 39Q: 3 clusters Score -1090913 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1090945.125000 Penalty: 4364.033203
	Iteration 40F: 3 clusters Score -1090945 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1090967.875000 Penalty: 4364.033203
	Iteration 41Q: 3 clusters Score -1090968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1090976.375000 Penalty: 4364.033203
	Iteration 42Q: 3 clusters Score -1090976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1090986.000000 Penalty: 4364.033203
	Iteration 43Q: 3 clusters Score -1090986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1090998.125000 Penalty: 4364.033203
	Iteration 44Q: 3 clusters Score -1090998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1091001.750000 Penalty: 4364.033203
	Iteration 45Q: 3 clusters Score -1091002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1091003.250000 Penalty: 4364.033203
	Iteration 46Q: 3 clusters Score -1091003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1091003.875000 Penalty: 4364.033203
	Iteration 47Q: 3 clusters Score -1091004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1091005.625000 Penalty: 4364.033203
	Iteration 48Q: 3 clusters Score -1091006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1091005.875000 Penalty: 4364.033203
	Iteration 49Q: 3 clusters Score -1091006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1091010.000000 Penalty: 4364.033203
	Iteration 50Q: 3 clusters Score -1091010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1091013.375000 Penalty: 4364.033203
	Iteration 51Q: 3 clusters Score -1091013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1091015.000000 Penalty: 4364.033203
	Iteration 52Q: 3 clusters Score -1091015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1091018.250000 Penalty: 4364.033203
	Iteration 53Q: 3 clusters Score -1091018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1091020.000000 Penalty: 4364.033203
	Iteration 54Q: 3 clusters Score -1091020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1091019.625000 Penalty: 4364.033203
	Iteration 55Q: 3 clusters Score -1091020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1091020.750000 Penalty: 4364.033203
	Iteration 56Q: 3 clusters Score -1091021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1091020.750000 Penalty: 4364.033203
	Iteration 57F: 3 clusters Score -1091021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Entering Unmasked Estep 
Score: -337159.937500 Penalty: 1895.227051
	Iteration 0F: 2 clusters Score -337159.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -334488.437500 Penalty: 3790.454102
	Iteration 0F: 3 clusters Score -334488.4 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -334984.218750 Penalty: 3790.454102
	Iteration 1F: 3 clusters Score -334984.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -335201.531250 Penalty: 3790.454102
	Iteration 2F: 3 clusters Score -335201.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -335389.375000 Penalty: 3790.454102
	Iteration 3F: 3 clusters Score -335389.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -335584.562500 Penalty: 3790.454102
	Iteration 4F: 3 clusters Score -335584.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -335782.406250 Penalty: 3790.454102
	Iteration 5F: 3 clusters Score -335782.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -335965.843750 Penalty: 3790.454102
	Iteration 6F: 3 clusters Score -335965.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -336096.968750 Penalty: 3790.454102
	Iteration 7Q: 3 clusters Score -336097 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -336166.281250 Penalty: 3790.454102
	Iteration 8Q: 3 clusters Score -336166.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -336202.281250 Penalty: 3790.454102
	Iteration 9Q: 3 clusters Score -336202.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -336228.687500 Penalty: 3790.454102
	Iteration 10Q: 3 clusters Score -336228.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -336242.718750 Penalty: 3790.454102
	Iteration 11Q: 3 clusters Score -336242.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -336254.218750 Penalty: 3790.454102
	Iteration 12Q: 3 clusters Score -336254.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -336260.031250 Penalty: 3790.454102
	Iteration 13Q: 3 clusters Score -336260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -336265.218750 Penalty: 3790.454102
	Iteration 14Q: 3 clusters Score -336265.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -336268.750000 Penalty: 3790.454102
	Iteration 15Q: 3 clusters Score -336268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -336270.781250 Penalty: 3790.454102
	Iteration 16Q: 3 clusters Score -336270.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -336271.843750 Penalty: 3790.454102
	Iteration 17Q: 3 clusters Score -336271.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -336272.656250 Penalty: 3790.454102
	Iteration 18Q: 3 clusters Score -336272.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -336274.906250 Penalty: 3790.454102
	Iteration 19Q: 3 clusters Score -336274.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -336278.187500 Penalty: 3790.454102
	Iteration 20F: 3 clusters Score -336278.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -336281.062500 Penalty: 3790.454102
	Iteration 21Q: 3 clusters Score -336281.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -336281.812500 Penalty: 3790.454102
	Iteration 22Q: 3 clusters Score -336281.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -336281.812500 Penalty: 3790.454102
	Iteration 23F: 3 clusters Score -336281.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -143313.203125 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -143313.2 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 427 members 
Entering Unmasked Estep 
Score: -141417.546875 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -141417.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -141719.328125 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -141719.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -141804.687500 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -141804.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -141855.921875 Penalty: 3378.923096
	Iteration 3Q: 3 clusters Score -141855.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -141890.484375 Penalty: 3378.923096
	Iteration 4Q: 3 clusters Score -141890.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -141918.390625 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -141918.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -141943.515625 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -141943.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -141965.906250 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -141965.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -141979.609375 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -141979.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -141990.515625 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -141990.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -141990.515625 Penalty: 3378.923096
	Iteration 10F: 3 clusters Score -141990.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Entering Unmasked Estep 
Score: -489882.125000 Penalty: 1979.300293
	Iteration 0F: 2 clusters Score -489882.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -486689.718750 Penalty: 3958.600586
	Iteration 0F: 3 clusters Score -486689.7 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -487339.031250 Penalty: 3958.600586
	Iteration 1F: 3 clusters Score -487339 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -487512.531250 Penalty: 3958.600586
	Iteration 2F: 3 clusters Score -487512.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -487627.812500 Penalty: 3958.600586
	Iteration 3F: 3 clusters Score -487627.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -487704.187500 Penalty: 3958.600586
	Iteration 4Q: 3 clusters Score -487704.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -487760.125000 Penalty: 3958.600586
	Iteration 5Q: 3 clusters Score -487760.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -487811.593750 Penalty: 3958.600586
	Iteration 6Q: 3 clusters Score -487811.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -487853.593750 Penalty: 3958.600586
	Iteration 7Q: 3 clusters Score -487853.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -487896.125000 Penalty: 3958.600586
	Iteration 8Q: 3 clusters Score -487896.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -487940.781250 Penalty: 3958.600586
	Iteration 9Q: 3 clusters Score -487940.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -487990.843750 Penalty: 3958.600586
	Iteration 10Q: 3 clusters Score -487990.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -488047.062500 Penalty: 3958.600586
	Iteration 11Q: 3 clusters Score -488047.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -488123.281250 Penalty: 3958.600586
	Iteration 12Q: 3 clusters Score -488123.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -488210.125000 Penalty: 3958.600586
	Iteration 13Q: 3 clusters Score -488210.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -488306.343750 Penalty: 3958.600586
	Iteration 14Q: 3 clusters Score -488306.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -488388.031250 Penalty: 3958.600586
	Iteration 15Q: 3 clusters Score -488388 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -488462.468750 Penalty: 3958.600586
	Iteration 16Q: 3 clusters Score -488462.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -488508.062500 Penalty: 3958.600586
	Iteration 17Q: 3 clusters Score -488508.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -488540.093750 Penalty: 3958.600586
	Iteration 18Q: 3 clusters Score -488540.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -488572.468750 Penalty: 3958.600586
	Iteration 19Q: 3 clusters Score -488572.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -488609.343750 Penalty: 3958.600586
	Iteration 20F: 3 clusters Score -488609.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -488630.812500 Penalty: 3958.600586
	Iteration 21Q: 3 clusters Score -488630.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -488649.625000 Penalty: 3958.600586
	Iteration 22Q: 3 clusters Score -488649.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -488658.593750 Penalty: 3958.600586
	Iteration 23Q: 3 clusters Score -488658.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -488664.968750 Penalty: 3958.600586
	Iteration 24Q: 3 clusters Score -488665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -488669.125000 Penalty: 3958.600586
	Iteration 25Q: 3 clusters Score -488669.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -488671.062500 Penalty: 3958.600586
	Iteration 26Q: 3 clusters Score -488671.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -488672.062500 Penalty: 3958.600586
	Iteration 27Q: 3 clusters Score -488672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -488673.812500 Penalty: 3958.600586
	Iteration 28Q: 3 clusters Score -488673.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -488676.281250 Penalty: 3958.600586
	Iteration 29Q: 3 clusters Score -488676.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -488678.593750 Penalty: 3958.600586
	Iteration 30Q: 3 clusters Score -488678.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -488680.406250 Penalty: 3958.600586
	Iteration 31Q: 3 clusters Score -488680.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -488682.093750 Penalty: 3958.600586
	Iteration 32Q: 3 clusters Score -488682.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -488684.125000 Penalty: 3958.600586
	Iteration 33Q: 3 clusters Score -488684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -488687.593750 Penalty: 3958.600586
	Iteration 34Q: 3 clusters Score -488687.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -488688.062500 Penalty: 3958.600586
	Iteration 35Q: 3 clusters Score -488688.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -488690.500000 Penalty: 3958.600586
	Iteration 36Q: 3 clusters Score -488690.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -488692.250000 Penalty: 3958.600586
	Iteration 37Q: 3 clusters Score -488692.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -488694.718750 Penalty: 3958.600586
	Iteration 38Q: 3 clusters Score -488694.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -488695.156250 Penalty: 3958.600586
	Iteration 39Q: 3 clusters Score -488695.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -488695.156250 Penalty: 3958.600586
	Iteration 40F: 3 clusters Score -488695.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (74014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74014 members 
Entering Unmasked Estep 
Score: -12531112.000000 Penalty: 2780.578369
	Iteration 0F: 2 clusters Score -1.253111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -12484768.000000 Penalty: 5561.156738
	Iteration 0F: 3 clusters Score -1.248477e+07 nChanged 34563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -12504655.000000 Penalty: 5561.156738
	Iteration 1F: 3 clusters Score -1.250466e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -12505672.000000 Penalty: 5561.156738
	Iteration 2Q: 3 clusters Score -1.250567e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -12506815.000000 Penalty: 5561.156738
	Iteration 3Q: 3 clusters Score -1.250682e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -12508206.000000 Penalty: 5561.156738
	Iteration 4Q: 3 clusters Score -1.250821e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -12509665.000000 Penalty: 5561.156738
	Iteration 5Q: 3 clusters Score -1.250966e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -12511135.000000 Penalty: 5561.156738
	Iteration 6Q: 3 clusters Score -1.251114e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -12512412.000000 Penalty: 5561.156738
	Iteration 7Q: 3 clusters Score -1.251241e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -12513624.000000 Penalty: 5561.156738
	Iteration 8Q: 3 clusters Score -1.251362e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -12514789.000000 Penalty: 5561.156738
	Iteration 9Q: 3 clusters Score -1.251479e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -12515981.000000 Penalty: 5561.156738
	Iteration 10Q: 3 clusters Score -1.251598e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -12517156.000000 Penalty: 5561.156738
	Iteration 11Q: 3 clusters Score -1.251716e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -12518461.000000 Penalty: 5561.156738
	Iteration 12Q: 3 clusters Score -1.251846e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -12519944.000000 Penalty: 5561.156738
	Iteration 13Q: 3 clusters Score -1.251994e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -12521478.000000 Penalty: 5561.156738
	Iteration 14Q: 3 clusters Score -1.252148e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -12522887.000000 Penalty: 5561.156738
	Iteration 15Q: 3 clusters Score -1.252289e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -12524153.000000 Penalty: 5561.156738
	Iteration 16Q: 3 clusters Score -1.252415e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -12525450.000000 Penalty: 5561.156738
	Iteration 17Q: 3 clusters Score -1.252545e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -12526573.000000 Penalty: 5561.156738
	Iteration 18Q: 3 clusters Score -1.252657e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64864 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -12527427.000000 Penalty: 5561.156738
	Iteration 19Q: 3 clusters Score -1.252743e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66392 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -12528046.000000 Penalty: 5561.156738
	Iteration 20F: 3 clusters Score -1.252805e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67571 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -12528528.000000 Penalty: 5561.156738
	Iteration 21Q: 3 clusters Score -1.252853e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68485 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -12528969.000000 Penalty: 5561.156738
	Iteration 22Q: 3 clusters Score -1.252897e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69186 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -12529387.000000 Penalty: 5561.156738
	Iteration 23Q: 3 clusters Score -1.252939e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69712 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -12529651.000000 Penalty: 5561.156738
	Iteration 24Q: 3 clusters Score -1.252965e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70096 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -12529891.000000 Penalty: 5561.156738
	Iteration 25Q: 3 clusters Score -1.252989e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70385 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -12530036.000000 Penalty: 5561.156738
	Iteration 26Q: 3 clusters Score -1.253004e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70599 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -12530185.000000 Penalty: 5561.156738
	Iteration 27Q: 3 clusters Score -1.253018e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70755 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -12530274.000000 Penalty: 5561.156738
	Iteration 28Q: 3 clusters Score -1.253027e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70874 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -12530314.000000 Penalty: 5561.156738
	Iteration 29Q: 3 clusters Score -1.253031e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70943 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -12530347.000000 Penalty: 5561.156738
	Iteration 30Q: 3 clusters Score -1.253035e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71011 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -12530378.000000 Penalty: 5561.156738
	Iteration 31Q: 3 clusters Score -1.253038e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71067 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -12530404.000000 Penalty: 5561.156738
	Iteration 32Q: 3 clusters Score -1.25304e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -12530396.000000 Penalty: 5561.156738
	Iteration 33Q: 3 clusters Score -1.25304e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71123 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -12530401.000000 Penalty: 5561.156738
	Iteration 34Q: 3 clusters Score -1.25304e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -12530417.000000 Penalty: 5561.156738
	Iteration 35Q: 3 clusters Score -1.253042e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -12530420.000000 Penalty: 5561.156738
	Iteration 36Q: 3 clusters Score -1.253042e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71186 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -12530420.000000 Penalty: 5561.156738
	Iteration 37Q: 3 clusters Score -1.253042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -12530417.000000 Penalty: 5561.156738
	Iteration 38Q: 3 clusters Score -1.253042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71203 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -12530406.000000 Penalty: 5561.156738
	Iteration 39Q: 3 clusters Score -1.253041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71205 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -12530421.000000 Penalty: 5561.156738
	Iteration 40F: 3 clusters Score -1.253042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71209 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -12530412.000000 Penalty: 5561.156738
	Iteration 41Q: 3 clusters Score -1.253041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71211 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -12530418.000000 Penalty: 5561.156738
	Iteration 42Q: 3 clusters Score -1.253042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71214 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -12530420.000000 Penalty: 5561.156738
	Iteration 43Q: 3 clusters Score -1.253042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71218 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -12530421.000000 Penalty: 5561.156738
	Iteration 44Q: 3 clusters Score -1.253042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71223 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -12530421.000000 Penalty: 5561.156738
	Iteration 45Q: 3 clusters Score -1.253042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71220 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -12530437.000000 Penalty: 5561.156738
	Iteration 46Q: 3 clusters Score -1.253044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71220 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -12530441.000000 Penalty: 5561.156738
	Iteration 47Q: 3 clusters Score -1.253044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71221 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -12530435.000000 Penalty: 5561.156738
	Iteration 48Q: 3 clusters Score -1.253044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71223 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -12530441.000000 Penalty: 5561.156738
	Iteration 49Q: 3 clusters Score -1.253044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71226 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -12530430.000000 Penalty: 5561.156738
	Iteration 50Q: 3 clusters Score -1.253043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71228 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -12530430.000000 Penalty: 5561.156738
	Iteration 51Q: 3 clusters Score -1.253043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71228 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -12530440.000000 Penalty: 5561.156738
	Iteration 52Q: 3 clusters Score -1.253044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71229 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -12530435.000000 Penalty: 5561.156738
	Iteration 53Q: 3 clusters Score -1.253044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71229 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -12530435.000000 Penalty: 5561.156738
	Iteration 54F: 3 clusters Score -1.253044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Entering Unmasked Estep 
Score: -4323894.000000 Penalty: 2514.500000
	Iteration 0F: 2 clusters Score -4323894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -4306385.000000 Penalty: 5029.000000
	Iteration 0F: 3 clusters Score -4306385 nChanged 11326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -4312777.500000 Penalty: 5029.000000
	Iteration 1F: 3 clusters Score -4312778 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -4313718.500000 Penalty: 5029.000000
	Iteration 2F: 3 clusters Score -4313718 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -4314984.500000 Penalty: 5029.000000
	Iteration 3F: 3 clusters Score -4314984 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -4316474.000000 Penalty: 5029.000000
	Iteration 4F: 3 clusters Score -4316474 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -4317900.000000 Penalty: 5029.000000
	Iteration 5F: 3 clusters Score -4317900 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -4319195.000000 Penalty: 5029.000000
	Iteration 6F: 3 clusters Score -4319195 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -4320315.500000 Penalty: 5029.000000
	Iteration 7F: 3 clusters Score -4320316 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -4321230.000000 Penalty: 5029.000000
	Iteration 8Q: 3 clusters Score -4321230 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -4321786.500000 Penalty: 5029.000000
	Iteration 9Q: 3 clusters Score -4321786 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -4322030.000000 Penalty: 5029.000000
	Iteration 10Q: 3 clusters Score -4322030 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -4322158.500000 Penalty: 5029.000000
	Iteration 11Q: 3 clusters Score -4322158 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -4322220.000000 Penalty: 5029.000000
	Iteration 12Q: 3 clusters Score -4322220 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -4322238.500000 Penalty: 5029.000000
	Iteration 13Q: 3 clusters Score -4322238 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -4322240.000000 Penalty: 5029.000000
	Iteration 14Q: 3 clusters Score -4322240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -4322244.000000 Penalty: 5029.000000
	Iteration 15Q: 3 clusters Score -4322244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -4322249.500000 Penalty: 5029.000000
	Iteration 16Q: 3 clusters Score -4322250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -4322242.500000 Penalty: 5029.000000
	Iteration 17Q: 3 clusters Score -4322242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -4322251.000000 Penalty: 5029.000000
	Iteration 18Q: 3 clusters Score -4322251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -4322248.500000 Penalty: 5029.000000
	Iteration 19Q: 3 clusters Score -4322248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -4322248.500000 Penalty: 5029.000000
	Iteration 20F: 3 clusters Score -4322248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -4322256.500000 Penalty: 5029.000000
	Iteration 21Q: 3 clusters Score -4322256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -4322251.500000 Penalty: 5029.000000
	Iteration 22Q: 3 clusters Score -4322252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -4322261.500000 Penalty: 5029.000000
	Iteration 23Q: 3 clusters Score -4322262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -4322267.000000 Penalty: 5029.000000
	Iteration 24Q: 3 clusters Score -4322267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -4322260.000000 Penalty: 5029.000000
	Iteration 25Q: 3 clusters Score -4322260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -4322260.500000 Penalty: 5029.000000
	Iteration 26Q: 3 clusters Score -4322260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -4322263.500000 Penalty: 5029.000000
	Iteration 27Q: 3 clusters Score -4322264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -4322276.000000 Penalty: 5029.000000
	Iteration 28Q: 3 clusters Score -4322276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -4322273.000000 Penalty: 5029.000000
	Iteration 29Q: 3 clusters Score -4322273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -4322270.500000 Penalty: 5029.000000
	Iteration 30Q: 3 clusters Score -4322270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -4322275.000000 Penalty: 5029.000000
	Iteration 31Q: 3 clusters Score -4322275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -4322274.000000 Penalty: 5029.000000
	Iteration 32Q: 3 clusters Score -4322274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -4322274.000000 Penalty: 5029.000000
	Iteration 33Q: 3 clusters Score -4322274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -4322275.500000 Penalty: 5029.000000
	Iteration 34Q: 3 clusters Score -4322276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -4322276.000000 Penalty: 5029.000000
	Iteration 35Q: 3 clusters Score -4322276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -4322275.500000 Penalty: 5029.000000
	Iteration 36Q: 3 clusters Score -4322276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -4322275.500000 Penalty: 5029.000000
	Iteration 37F: 3 clusters Score -4322276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (33845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Entering Unmasked Estep 
Score: -5908733.500000 Penalty: 2586.527588
	Iteration 0F: 2 clusters Score -5908734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -5885719.500000 Penalty: 5173.055176
	Iteration 0F: 3 clusters Score -5885720 nChanged 15311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -5894006.000000 Penalty: 5173.055176
	Iteration 1F: 3 clusters Score -5894006 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -5894410.500000 Penalty: 5173.055176
	Iteration 2Q: 3 clusters Score -5894410 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -5894711.500000 Penalty: 5173.055176
	Iteration 3Q: 3 clusters Score -5894712 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -5895022.000000 Penalty: 5173.055176
	Iteration 4Q: 3 clusters Score -5895022 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -5895323.500000 Penalty: 5173.055176
	Iteration 5Q: 3 clusters Score -5895324 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -5895636.500000 Penalty: 5173.055176
	Iteration 6Q: 3 clusters Score -5895636 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -5896068.500000 Penalty: 5173.055176
	Iteration 7Q: 3 clusters Score -5896068 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -5896683.000000 Penalty: 5173.055176
	Iteration 8Q: 3 clusters Score -5896683 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -5897539.500000 Penalty: 5173.055176
	Iteration 9Q: 3 clusters Score -5897540 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -5898704.000000 Penalty: 5173.055176
	Iteration 10F: 3 clusters Score -5898704 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -5900197.000000 Penalty: 5173.055176
	Iteration 11F: 3 clusters Score -5900197 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -5901800.500000 Penalty: 5173.055176
	Iteration 12F: 3 clusters Score -5901800 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -5903243.500000 Penalty: 5173.055176
	Iteration 13Q: 3 clusters Score -5903244 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -5904385.000000 Penalty: 5173.055176
	Iteration 14Q: 3 clusters Score -5904385 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5905210.000000 Penalty: 5173.055176
	Iteration 15Q: 3 clusters Score -5905210 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5905684.500000 Penalty: 5173.055176
	Iteration 16Q: 3 clusters Score -5905684 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5905980.000000 Penalty: 5173.055176
	Iteration 17Q: 3 clusters Score -5905980 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5906210.500000 Penalty: 5173.055176
	Iteration 18Q: 3 clusters Score -5906210 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5906325.000000 Penalty: 5173.055176
	Iteration 19Q: 3 clusters Score -5906325 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5906408.500000 Penalty: 5173.055176
	Iteration 20F: 3 clusters Score -5906408 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5906451.500000 Penalty: 5173.055176
	Iteration 21Q: 3 clusters Score -5906452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5906481.000000 Penalty: 5173.055176
	Iteration 22Q: 3 clusters Score -5906481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5906506.500000 Penalty: 5173.055176
	Iteration 23Q: 3 clusters Score -5906506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5906524.500000 Penalty: 5173.055176
	Iteration 24Q: 3 clusters Score -5906524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5906532.000000 Penalty: 5173.055176
	Iteration 25Q: 3 clusters Score -5906532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5906548.500000 Penalty: 5173.055176
	Iteration 26Q: 3 clusters Score -5906548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5906553.000000 Penalty: 5173.055176
	Iteration 27Q: 3 clusters Score -5906553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5906546.500000 Penalty: 5173.055176
	Iteration 28Q: 3 clusters Score -5906546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5906543.500000 Penalty: 5173.055176
	Iteration 29Q: 3 clusters Score -5906544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5906543.500000 Penalty: 5173.055176
	Iteration 30Q: 3 clusters Score -5906544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5906543.500000 Penalty: 5173.055176
	Iteration 31Q: 3 clusters Score -5906544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5906545.000000 Penalty: 5173.055176
	Iteration 32Q: 3 clusters Score -5906545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5906549.000000 Penalty: 5173.055176
	Iteration 33Q: 3 clusters Score -5906549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5906549.000000 Penalty: 5173.055176
	Iteration 34F: 3 clusters Score -5906549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (26496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Entering Unmasked Estep 
Score: -4556985.000000 Penalty: 2525.817627
	Iteration 0F: 2 clusters Score -4556985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -4538702.000000 Penalty: 5051.635254
	Iteration 0F: 3 clusters Score -4538702 nChanged 11912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -4545137.500000 Penalty: 5051.635254
	Iteration 1F: 3 clusters Score -4545138 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -4545699.000000 Penalty: 5051.635254
	Iteration 2F: 3 clusters Score -4545699 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -4546300.500000 Penalty: 5051.635254
	Iteration 3Q: 3 clusters Score -4546300 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -4546968.000000 Penalty: 5051.635254
	Iteration 4Q: 3 clusters Score -4546968 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -4547630.000000 Penalty: 5051.635254
	Iteration 5Q: 3 clusters Score -4547630 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -4548384.000000 Penalty: 5051.635254
	Iteration 6Q: 3 clusters Score -4548384 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -4549115.000000 Penalty: 5051.635254
	Iteration 7Q: 3 clusters Score -4549115 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -4549821.000000 Penalty: 5051.635254
	Iteration 8Q: 3 clusters Score -4549821 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -4550503.000000 Penalty: 5051.635254
	Iteration 9Q: 3 clusters Score -4550503 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -4551094.500000 Penalty: 5051.635254
	Iteration 10Q: 3 clusters Score -4551094 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -4551547.000000 Penalty: 5051.635254
	Iteration 11Q: 3 clusters Score -4551547 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -4551889.500000 Penalty: 5051.635254
	Iteration 12Q: 3 clusters Score -4551890 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -4552193.500000 Penalty: 5051.635254
	Iteration 13Q: 3 clusters Score -4552194 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -4552418.500000 Penalty: 5051.635254
	Iteration 14Q: 3 clusters Score -4552418 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -4552625.500000 Penalty: 5051.635254
	Iteration 15Q: 3 clusters Score -4552626 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -4552803.500000 Penalty: 5051.635254
	Iteration 16Q: 3 clusters Score -4552804 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -4552944.500000 Penalty: 5051.635254
	Iteration 17Q: 3 clusters Score -4552944 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -4553076.000000 Penalty: 5051.635254
	Iteration 18Q: 3 clusters Score -4553076 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -4553207.000000 Penalty: 5051.635254
	Iteration 19Q: 3 clusters Score -4553207 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -4553283.000000 Penalty: 5051.635254
	Iteration 20F: 3 clusters Score -4553283 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -4553385.500000 Penalty: 5051.635254
	Iteration 21Q: 3 clusters Score -4553386 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -4553438.500000 Penalty: 5051.635254
	Iteration 22Q: 3 clusters Score -4553438 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -4553499.500000 Penalty: 5051.635254
	Iteration 23Q: 3 clusters Score -4553500 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -4553577.000000 Penalty: 5051.635254
	Iteration 24Q: 3 clusters Score -4553577 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -4553665.500000 Penalty: 5051.635254
	Iteration 25Q: 3 clusters Score -4553666 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -4553745.500000 Penalty: 5051.635254
	Iteration 26Q: 3 clusters Score -4553746 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -4553806.500000 Penalty: 5051.635254
	Iteration 27Q: 3 clusters Score -4553806 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -4553868.500000 Penalty: 5051.635254
	Iteration 28Q: 3 clusters Score -4553868 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -4553913.500000 Penalty: 5051.635254
	Iteration 29Q: 3 clusters Score -4553914 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -4553961.000000 Penalty: 5051.635254
	Iteration 30Q: 3 clusters Score -4553961 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -4554029.000000 Penalty: 5051.635254
	Iteration 31Q: 3 clusters Score -4554029 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -4554080.000000 Penalty: 5051.635254
	Iteration 32Q: 3 clusters Score -4554080 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -4554154.000000 Penalty: 5051.635254
	Iteration 33Q: 3 clusters Score -4554154 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -4554203.500000 Penalty: 5051.635254
	Iteration 34Q: 3 clusters Score -4554204 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -4554261.000000 Penalty: 5051.635254
	Iteration 35Q: 3 clusters Score -4554261 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -4554293.500000 Penalty: 5051.635254
	Iteration 36Q: 3 clusters Score -4554294 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -4554347.000000 Penalty: 5051.635254
	Iteration 37Q: 3 clusters Score -4554347 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -4554393.500000 Penalty: 5051.635254
	Iteration 38Q: 3 clusters Score -4554394 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -4554447.500000 Penalty: 5051.635254
	Iteration 39Q: 3 clusters Score -4554448 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -4554518.500000 Penalty: 5051.635254
	Iteration 40F: 3 clusters Score -4554518 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -4554574.500000 Penalty: 5051.635254
	Iteration 41Q: 3 clusters Score -4554574 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -4554621.000000 Penalty: 5051.635254
	Iteration 42Q: 3 clusters Score -4554621 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -4554667.500000 Penalty: 5051.635254
	Iteration 43Q: 3 clusters Score -4554668 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -4554727.000000 Penalty: 5051.635254
	Iteration 44Q: 3 clusters Score -4554727 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -4554761.000000 Penalty: 5051.635254
	Iteration 45Q: 3 clusters Score -4554761 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -4554788.000000 Penalty: 5051.635254
	Iteration 46Q: 3 clusters Score -4554788 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -4554827.000000 Penalty: 5051.635254
	Iteration 47Q: 3 clusters Score -4554827 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -4554856.000000 Penalty: 5051.635254
	Iteration 48Q: 3 clusters Score -4554856 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -4554893.000000 Penalty: 5051.635254
	Iteration 49Q: 3 clusters Score -4554893 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -4554906.000000 Penalty: 5051.635254
	Iteration 50Q: 3 clusters Score -4554906 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -4554923.000000 Penalty: 5051.635254
	Iteration 51Q: 3 clusters Score -4554923 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -4554943.500000 Penalty: 5051.635254
	Iteration 52Q: 3 clusters Score -4554944 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -4554945.500000 Penalty: 5051.635254
	Iteration 53Q: 3 clusters Score -4554946 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -4554976.000000 Penalty: 5051.635254
	Iteration 54Q: 3 clusters Score -4554976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -4554991.000000 Penalty: 5051.635254
	Iteration 55Q: 3 clusters Score -4554991 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -4555004.500000 Penalty: 5051.635254
	Iteration 56Q: 3 clusters Score -4555004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -4555014.000000 Penalty: 5051.635254
	Iteration 57Q: 3 clusters Score -4555014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -4555019.000000 Penalty: 5051.635254
	Iteration 58Q: 3 clusters Score -4555019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -4555012.000000 Penalty: 5051.635254
	Iteration 59Q: 3 clusters Score -4555012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -4555020.500000 Penalty: 5051.635254
	Iteration 60F: 3 clusters Score -4555020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -4555025.000000 Penalty: 5051.635254
	Iteration 61Q: 3 clusters Score -4555025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -4555033.500000 Penalty: 5051.635254
	Iteration 62Q: 3 clusters Score -4555034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -4555041.000000 Penalty: 5051.635254
	Iteration 63Q: 3 clusters Score -4555041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -4555048.000000 Penalty: 5051.635254
	Iteration 64Q: 3 clusters Score -4555048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -4555056.500000 Penalty: 5051.635254
	Iteration 65Q: 3 clusters Score -4555056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -4555055.500000 Penalty: 5051.635254
	Iteration 66Q: 3 clusters Score -4555056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -4555052.500000 Penalty: 5051.635254
	Iteration 67Q: 3 clusters Score -4555052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -4555051.000000 Penalty: 5051.635254
	Iteration 68Q: 3 clusters Score -4555051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -4555060.000000 Penalty: 5051.635254
	Iteration 69Q: 3 clusters Score -4555060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -4555066.500000 Penalty: 5051.635254
	Iteration 70Q: 3 clusters Score -4555066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -4555064.500000 Penalty: 5051.635254
	Iteration 71Q: 3 clusters Score -4555064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -4555070.000000 Penalty: 5051.635254
	Iteration 72Q: 3 clusters Score -4555070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -4555073.000000 Penalty: 5051.635254
	Iteration 73Q: 3 clusters Score -4555073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -4555075.000000 Penalty: 5051.635254
	Iteration 74Q: 3 clusters Score -4555075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -4555074.000000 Penalty: 5051.635254
	Iteration 75Q: 3 clusters Score -4555074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -4555074.000000 Penalty: 5051.635254
	Iteration 76Q: 3 clusters Score -4555074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -4555080.500000 Penalty: 5051.635254
	Iteration 77Q: 3 clusters Score -4555080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -4555081.500000 Penalty: 5051.635254
	Iteration 78Q: 3 clusters Score -4555082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -4555082.500000 Penalty: 5051.635254
	Iteration 79Q: 3 clusters Score -4555082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -4555082.000000 Penalty: 5051.635254
	Iteration 80F: 3 clusters Score -4555082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -4555084.500000 Penalty: 5051.635254
	Iteration 81Q: 3 clusters Score -4555084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -4555088.500000 Penalty: 5051.635254
	Iteration 82Q: 3 clusters Score -4555088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -4555083.500000 Penalty: 5051.635254
	Iteration 83Q: 3 clusters Score -4555084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -4555091.500000 Penalty: 5051.635254
	Iteration 84Q: 3 clusters Score -4555092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -4555088.500000 Penalty: 5051.635254
	Iteration 85Q: 3 clusters Score -4555088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -4555091.000000 Penalty: 5051.635254
	Iteration 86Q: 3 clusters Score -4555091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -4555088.000000 Penalty: 5051.635254
	Iteration 87Q: 3 clusters Score -4555088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -4555097.000000 Penalty: 5051.635254
	Iteration 88Q: 3 clusters Score -4555097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -4555097.000000 Penalty: 5051.635254
	Iteration 89Q: 3 clusters Score -4555097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -4555093.000000 Penalty: 5051.635254
	Iteration 90Q: 3 clusters Score -4555093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -4555096.000000 Penalty: 5051.635254
	Iteration 91Q: 3 clusters Score -4555096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -4555093.000000 Penalty: 5051.635254
	Iteration 92Q: 3 clusters Score -4555093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -4555101.500000 Penalty: 5051.635254
	Iteration 93Q: 3 clusters Score -4555102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -4555103.000000 Penalty: 5051.635254
	Iteration 94Q: 3 clusters Score -4555103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -4555102.500000 Penalty: 5051.635254
	Iteration 95Q: 3 clusters Score -4555102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -4555098.500000 Penalty: 5051.635254
	Iteration 96Q: 3 clusters Score -4555098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -4555102.500000 Penalty: 5051.635254
	Iteration 97Q: 3 clusters Score -4555102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -4555104.000000 Penalty: 5051.635254
	Iteration 98Q: 3 clusters Score -4555104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -4555108.500000 Penalty: 5051.635254
	Iteration 99Q: 3 clusters Score -4555108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -4555107.500000 Penalty: 5051.635254
	Iteration 100F: 3 clusters Score -4555108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (32784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Entering Unmasked Estep 
Score: -5553757.000000 Penalty: 2578.628418
	Iteration 0F: 2 clusters Score -5553757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -5531316.000000 Penalty: 5157.256836
	Iteration 0F: 3 clusters Score -5531316 nChanged 14756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -5539528.500000 Penalty: 5157.256836
	Iteration 1F: 3 clusters Score -5539528 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -5540039.000000 Penalty: 5157.256836
	Iteration 2Q: 3 clusters Score -5540039 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -5540608.500000 Penalty: 5157.256836
	Iteration 3Q: 3 clusters Score -5540608 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -5541277.000000 Penalty: 5157.256836
	Iteration 4Q: 3 clusters Score -5541277 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -5542109.000000 Penalty: 5157.256836
	Iteration 5F: 3 clusters Score -5542109 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -5543218.000000 Penalty: 5157.256836
	Iteration 6F: 3 clusters Score -5543218 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -5544571.500000 Penalty: 5157.256836
	Iteration 7F: 3 clusters Score -5544572 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -5546114.000000 Penalty: 5157.256836
	Iteration 8F: 3 clusters Score -5546114 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -5547651.500000 Penalty: 5157.256836
	Iteration 9F: 3 clusters Score -5547652 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -5548886.500000 Penalty: 5157.256836
	Iteration 10Q: 3 clusters Score -5548886 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -5549800.500000 Penalty: 5157.256836
	Iteration 11Q: 3 clusters Score -5549800 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -5550559.500000 Penalty: 5157.256836
	Iteration 12Q: 3 clusters Score -5550560 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -5551169.000000 Penalty: 5157.256836
	Iteration 13Q: 3 clusters Score -5551169 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -5551590.000000 Penalty: 5157.256836
	Iteration 14Q: 3 clusters Score -5551590 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -5551857.500000 Penalty: 5157.256836
	Iteration 15Q: 3 clusters Score -5551858 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -5552037.500000 Penalty: 5157.256836
	Iteration 16Q: 3 clusters Score -5552038 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -5552163.000000 Penalty: 5157.256836
	Iteration 17Q: 3 clusters Score -5552163 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -5552309.500000 Penalty: 5157.256836
	Iteration 18Q: 3 clusters Score -5552310 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -5552448.000000 Penalty: 5157.256836
	Iteration 19Q: 3 clusters Score -5552448 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -5552686.000000 Penalty: 5157.256836
	Iteration 20F: 3 clusters Score -5552686 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -5553097.000000 Penalty: 5157.256836
	Iteration 21Q: 3 clusters Score -5553097 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -5553457.500000 Penalty: 5157.256836
	Iteration 22Q: 3 clusters Score -5553458 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -5553594.500000 Penalty: 5157.256836
	Iteration 23Q: 3 clusters Score -5553594 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -5553669.500000 Penalty: 5157.256836
	Iteration 24Q: 3 clusters Score -5553670 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -5553713.500000 Penalty: 5157.256836
	Iteration 25Q: 3 clusters Score -5553714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -5553714.000000 Penalty: 5157.256836
	Iteration 26Q: 3 clusters Score -5553714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -5553720.500000 Penalty: 5157.256836
	Iteration 27Q: 3 clusters Score -5553720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -5553726.500000 Penalty: 5157.256836
	Iteration 28Q: 3 clusters Score -5553726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -5553723.500000 Penalty: 5157.256836
	Iteration 29Q: 3 clusters Score -5553724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -5553723.000000 Penalty: 5157.256836
	Iteration 30Q: 3 clusters Score -5553723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -5553724.500000 Penalty: 5157.256836
	Iteration 31Q: 3 clusters Score -5553724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -5553730.500000 Penalty: 5157.256836
	Iteration 32Q: 3 clusters Score -5553730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -5553727.000000 Penalty: 5157.256836
	Iteration 33Q: 3 clusters Score -5553727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -5553727.500000 Penalty: 5157.256836
	Iteration 34Q: 3 clusters Score -5553728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -5553727.500000 Penalty: 5157.256836
	Iteration 35F: 3 clusters Score -5553728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Entering Unmasked Estep 
Score: -748107.250000 Penalty: 2084.031494
	Iteration 0F: 2 clusters Score -748107.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -743902.125000 Penalty: 4168.062988
	Iteration 0F: 3 clusters Score -743902.1 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -744907.375000 Penalty: 4168.062988
	Iteration 1F: 3 clusters Score -744907.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -745135.875000 Penalty: 4168.062988
	Iteration 2F: 3 clusters Score -745135.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -745292.875000 Penalty: 4168.062988
	Iteration 3F: 3 clusters Score -745292.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -745395.062500 Penalty: 4168.062988
	Iteration 4Q: 3 clusters Score -745395.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -745479.625000 Penalty: 4168.062988
	Iteration 5Q: 3 clusters Score -745479.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -745551.937500 Penalty: 4168.062988
	Iteration 6Q: 3 clusters Score -745551.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -745607.500000 Penalty: 4168.062988
	Iteration 7Q: 3 clusters Score -745607.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -745671.000000 Penalty: 4168.062988
	Iteration 8Q: 3 clusters Score -745671 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -745725.125000 Penalty: 4168.062988
	Iteration 9Q: 3 clusters Score -745725.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -745773.312500 Penalty: 4168.062988
	Iteration 10Q: 3 clusters Score -745773.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -745829.687500 Penalty: 4168.062988
	Iteration 11Q: 3 clusters Score -745829.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -745875.687500 Penalty: 4168.062988
	Iteration 12Q: 3 clusters Score -745875.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -745922.312500 Penalty: 4168.062988
	Iteration 13Q: 3 clusters Score -745922.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -745974.437500 Penalty: 4168.062988
	Iteration 14Q: 3 clusters Score -745974.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -746016.250000 Penalty: 4168.062988
	Iteration 15Q: 3 clusters Score -746016.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -746049.500000 Penalty: 4168.062988
	Iteration 16Q: 3 clusters Score -746049.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -746078.312500 Penalty: 4168.062988
	Iteration 17Q: 3 clusters Score -746078.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -746107.687500 Penalty: 4168.062988
	Iteration 18Q: 3 clusters Score -746107.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -746131.437500 Penalty: 4168.062988
	Iteration 19Q: 3 clusters Score -746131.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -746149.312500 Penalty: 4168.062988
	Iteration 20F: 3 clusters Score -746149.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -746168.625000 Penalty: 4168.062988
	Iteration 21Q: 3 clusters Score -746168.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -746198.562500 Penalty: 4168.062988
	Iteration 22Q: 3 clusters Score -746198.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -746222.000000 Penalty: 4168.062988
	Iteration 23Q: 3 clusters Score -746222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -746233.812500 Penalty: 4168.062988
	Iteration 24Q: 3 clusters Score -746233.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -746246.625000 Penalty: 4168.062988
	Iteration 25Q: 3 clusters Score -746246.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -746263.125000 Penalty: 4168.062988
	Iteration 26Q: 3 clusters Score -746263.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -746278.750000 Penalty: 4168.062988
	Iteration 27Q: 3 clusters Score -746278.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -746290.125000 Penalty: 4168.062988
	Iteration 28Q: 3 clusters Score -746290.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -746299.875000 Penalty: 4168.062988
	Iteration 29Q: 3 clusters Score -746299.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -746308.312500 Penalty: 4168.062988
	Iteration 30Q: 3 clusters Score -746308.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -746317.750000 Penalty: 4168.062988
	Iteration 31Q: 3 clusters Score -746317.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -746326.812500 Penalty: 4168.062988
	Iteration 32Q: 3 clusters Score -746326.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -746338.812500 Penalty: 4168.062988
	Iteration 33Q: 3 clusters Score -746338.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -746353.625000 Penalty: 4168.062988
	Iteration 34Q: 3 clusters Score -746353.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -746371.937500 Penalty: 4168.062988
	Iteration 35Q: 3 clusters Score -746371.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -746386.000000 Penalty: 4168.062988
	Iteration 36Q: 3 clusters Score -746386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -746405.125000 Penalty: 4168.062988
	Iteration 37Q: 3 clusters Score -746405.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -746425.250000 Penalty: 4168.062988
	Iteration 38Q: 3 clusters Score -746425.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -746448.312500 Penalty: 4168.062988
	Iteration 39Q: 3 clusters Score -746448.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -746466.437500 Penalty: 4168.062988
	Iteration 40F: 3 clusters Score -746466.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -746481.062500 Penalty: 4168.062988
	Iteration 41Q: 3 clusters Score -746481.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -746491.750000 Penalty: 4168.062988
	Iteration 42Q: 3 clusters Score -746491.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -746506.250000 Penalty: 4168.062988
	Iteration 43Q: 3 clusters Score -746506.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -746525.062500 Penalty: 4168.062988
	Iteration 44Q: 3 clusters Score -746525.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -746539.187500 Penalty: 4168.062988
	Iteration 45Q: 3 clusters Score -746539.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -746553.500000 Penalty: 4168.062988
	Iteration 46Q: 3 clusters Score -746553.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -746569.875000 Penalty: 4168.062988
	Iteration 47Q: 3 clusters Score -746569.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -746586.562500 Penalty: 4168.062988
	Iteration 48Q: 3 clusters Score -746586.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -746603.250000 Penalty: 4168.062988
	Iteration 49Q: 3 clusters Score -746603.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -746615.562500 Penalty: 4168.062988
	Iteration 50Q: 3 clusters Score -746615.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -746628.562500 Penalty: 4168.062988
	Iteration 51Q: 3 clusters Score -746628.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -746636.750000 Penalty: 4168.062988
	Iteration 52Q: 3 clusters Score -746636.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -746645.750000 Penalty: 4168.062988
	Iteration 53Q: 3 clusters Score -746645.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -746653.687500 Penalty: 4168.062988
	Iteration 54Q: 3 clusters Score -746653.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -746663.562500 Penalty: 4168.062988
	Iteration 55Q: 3 clusters Score -746663.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -746668.125000 Penalty: 4168.062988
	Iteration 56Q: 3 clusters Score -746668.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -746679.750000 Penalty: 4168.062988
	Iteration 57Q: 3 clusters Score -746679.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -746690.375000 Penalty: 4168.062988
	Iteration 58Q: 3 clusters Score -746690.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -746705.812500 Penalty: 4168.062988
	Iteration 59Q: 3 clusters Score -746705.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -746731.125000 Penalty: 4168.062988
	Iteration 60F: 3 clusters Score -746731.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -746755.562500 Penalty: 4168.062988
	Iteration 61Q: 3 clusters Score -746755.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -746776.625000 Penalty: 4168.062988
	Iteration 62Q: 3 clusters Score -746776.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -746798.812500 Penalty: 4168.062988
	Iteration 63Q: 3 clusters Score -746798.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -746827.312500 Penalty: 4168.062988
	Iteration 64Q: 3 clusters Score -746827.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -746865.187500 Penalty: 4168.062988
	Iteration 65Q: 3 clusters Score -746865.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -746899.375000 Penalty: 4168.062988
	Iteration 66Q: 3 clusters Score -746899.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -746941.687500 Penalty: 4168.062988
	Iteration 67Q: 3 clusters Score -746941.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -746996.875000 Penalty: 4168.062988
	Iteration 68Q: 3 clusters Score -746996.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -747062.937500 Penalty: 4168.062988
	Iteration 69Q: 3 clusters Score -747062.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -747125.500000 Penalty: 4168.062988
	Iteration 70Q: 3 clusters Score -747125.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -747174.937500 Penalty: 4168.062988
	Iteration 71Q: 3 clusters Score -747174.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -747215.500000 Penalty: 4168.062988
	Iteration 72Q: 3 clusters Score -747215.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -747248.500000 Penalty: 4168.062988
	Iteration 73Q: 3 clusters Score -747248.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -747281.562500 Penalty: 4168.062988
	Iteration 74Q: 3 clusters Score -747281.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -747318.937500 Penalty: 4168.062988
	Iteration 75Q: 3 clusters Score -747318.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -747340.875000 Penalty: 4168.062988
	Iteration 76Q: 3 clusters Score -747340.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -747353.250000 Penalty: 4168.062988
	Iteration 77Q: 3 clusters Score -747353.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -747356.437500 Penalty: 4168.062988
	Iteration 78Q: 3 clusters Score -747356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -747357.000000 Penalty: 4168.062988
	Iteration 79Q: 3 clusters Score -747357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -747371.125000 Penalty: 4168.062988
	Iteration 80F: 3 clusters Score -747371.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -747381.687500 Penalty: 4168.062988
	Iteration 81Q: 3 clusters Score -747381.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -747386.312500 Penalty: 4168.062988
	Iteration 82Q: 3 clusters Score -747386.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -747387.562500 Penalty: 4168.062988
	Iteration 83Q: 3 clusters Score -747387.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -747387.562500 Penalty: 4168.062988
	Iteration 84F: 3 clusters Score -747387.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -379267.562500 Penalty: 1919.576904
	Iteration 0F: 2 clusters Score -379267.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -376495.593750 Penalty: 3839.153809
	Iteration 0F: 3 clusters Score -376495.6 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -377098.031250 Penalty: 3839.153809
	Iteration 1F: 3 clusters Score -377098 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -377291.968750 Penalty: 3839.153809
	Iteration 2F: 3 clusters Score -377292 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -377412.625000 Penalty: 3839.153809
	Iteration 3F: 3 clusters Score -377412.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -377486.250000 Penalty: 3839.153809
	Iteration 4Q: 3 clusters Score -377486.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -377545.187500 Penalty: 3839.153809
	Iteration 5Q: 3 clusters Score -377545.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -377612.031250 Penalty: 3839.153809
	Iteration 6Q: 3 clusters Score -377612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -377679.812500 Penalty: 3839.153809
	Iteration 7Q: 3 clusters Score -377679.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -377756.125000 Penalty: 3839.153809
	Iteration 8Q: 3 clusters Score -377756.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -377843.000000 Penalty: 3839.153809
	Iteration 9Q: 3 clusters Score -377843 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -377918.406250 Penalty: 3839.153809
	Iteration 10Q: 3 clusters Score -377918.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -378002.187500 Penalty: 3839.153809
	Iteration 11Q: 3 clusters Score -378002.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -378075.218750 Penalty: 3839.153809
	Iteration 12Q: 3 clusters Score -378075.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -378128.218750 Penalty: 3839.153809
	Iteration 13Q: 3 clusters Score -378128.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -378180.906250 Penalty: 3839.153809
	Iteration 14Q: 3 clusters Score -378180.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -378211.906250 Penalty: 3839.153809
	Iteration 15Q: 3 clusters Score -378211.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -378243.812500 Penalty: 3839.153809
	Iteration 16Q: 3 clusters Score -378243.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -378278.781250 Penalty: 3839.153809
	Iteration 17Q: 3 clusters Score -378278.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -378295.687500 Penalty: 3839.153809
	Iteration 18Q: 3 clusters Score -378295.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -378303.468750 Penalty: 3839.153809
	Iteration 19Q: 3 clusters Score -378303.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -378308.593750 Penalty: 3839.153809
	Iteration 20F: 3 clusters Score -378308.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -378316.562500 Penalty: 3839.153809
	Iteration 21Q: 3 clusters Score -378316.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -378322.468750 Penalty: 3839.153809
	Iteration 22Q: 3 clusters Score -378322.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -378324.687500 Penalty: 3839.153809
	Iteration 23Q: 3 clusters Score -378324.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -378326.593750 Penalty: 3839.153809
	Iteration 24Q: 3 clusters Score -378326.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -378327.437500 Penalty: 3839.153809
	Iteration 25Q: 3 clusters Score -378327.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -378328.500000 Penalty: 3839.153809
	Iteration 26Q: 3 clusters Score -378328.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -378328.500000 Penalty: 3839.153809
	Iteration 27F: 3 clusters Score -378328.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Entering Unmasked Estep 
Score: -696182.562500 Penalty: 2074.224609
	Iteration 0F: 2 clusters Score -696182.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -692137.250000 Penalty: 4148.449219
	Iteration 0F: 3 clusters Score -692137.2 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -693131.562500 Penalty: 4148.449219
	Iteration 1F: 3 clusters Score -693131.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -693374.562500 Penalty: 4148.449219
	Iteration 2F: 3 clusters Score -693374.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -693538.687500 Penalty: 4148.449219
	Iteration 3F: 3 clusters Score -693538.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -693685.000000 Penalty: 4148.449219
	Iteration 4Q: 3 clusters Score -693685 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -693794.750000 Penalty: 4148.449219
	Iteration 5Q: 3 clusters Score -693794.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -693885.937500 Penalty: 4148.449219
	Iteration 6Q: 3 clusters Score -693885.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -693978.125000 Penalty: 4148.449219
	Iteration 7Q: 3 clusters Score -693978.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -694069.375000 Penalty: 4148.449219
	Iteration 8Q: 3 clusters Score -694069.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -694142.125000 Penalty: 4148.449219
	Iteration 9Q: 3 clusters Score -694142.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -694204.625000 Penalty: 4148.449219
	Iteration 10Q: 3 clusters Score -694204.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -694267.500000 Penalty: 4148.449219
	Iteration 11Q: 3 clusters Score -694267.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -694334.062500 Penalty: 4148.449219
	Iteration 12Q: 3 clusters Score -694334.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -694389.625000 Penalty: 4148.449219
	Iteration 13Q: 3 clusters Score -694389.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -694437.875000 Penalty: 4148.449219
	Iteration 14Q: 3 clusters Score -694437.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -694470.812500 Penalty: 4148.449219
	Iteration 15Q: 3 clusters Score -694470.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -694495.562500 Penalty: 4148.449219
	Iteration 16Q: 3 clusters Score -694495.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -694513.687500 Penalty: 4148.449219
	Iteration 17Q: 3 clusters Score -694513.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -694530.000000 Penalty: 4148.449219
	Iteration 18Q: 3 clusters Score -694530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -694542.437500 Penalty: 4148.449219
	Iteration 19Q: 3 clusters Score -694542.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -694557.250000 Penalty: 4148.449219
	Iteration 20F: 3 clusters Score -694557.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -694570.687500 Penalty: 4148.449219
	Iteration 21Q: 3 clusters Score -694570.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -694583.937500 Penalty: 4148.449219
	Iteration 22Q: 3 clusters Score -694583.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -694599.437500 Penalty: 4148.449219
	Iteration 23Q: 3 clusters Score -694599.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -694608.062500 Penalty: 4148.449219
	Iteration 24Q: 3 clusters Score -694608.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -694615.750000 Penalty: 4148.449219
	Iteration 25Q: 3 clusters Score -694615.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -694622.000000 Penalty: 4148.449219
	Iteration 26Q: 3 clusters Score -694622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -694626.437500 Penalty: 4148.449219
	Iteration 27Q: 3 clusters Score -694626.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -694628.000000 Penalty: 4148.449219
	Iteration 28Q: 3 clusters Score -694628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -694629.500000 Penalty: 4148.449219
	Iteration 29Q: 3 clusters Score -694629.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -694631.125000 Penalty: 4148.449219
	Iteration 30Q: 3 clusters Score -694631.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -694634.562500 Penalty: 4148.449219
	Iteration 31Q: 3 clusters Score -694634.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -694640.750000 Penalty: 4148.449219
	Iteration 32Q: 3 clusters Score -694640.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -694648.812500 Penalty: 4148.449219
	Iteration 33Q: 3 clusters Score -694648.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -694656.250000 Penalty: 4148.449219
	Iteration 34Q: 3 clusters Score -694656.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -694663.312500 Penalty: 4148.449219
	Iteration 35Q: 3 clusters Score -694663.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -694666.812500 Penalty: 4148.449219
	Iteration 36Q: 3 clusters Score -694666.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -694667.250000 Penalty: 4148.449219
	Iteration 37Q: 3 clusters Score -694667.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -694669.812500 Penalty: 4148.449219
	Iteration 38Q: 3 clusters Score -694669.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -694671.437500 Penalty: 4148.449219
	Iteration 39Q: 3 clusters Score -694671.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -694674.562500 Penalty: 4148.449219
	Iteration 40F: 3 clusters Score -694674.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -694676.062500 Penalty: 4148.449219
	Iteration 41Q: 3 clusters Score -694676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -694676.312500 Penalty: 4148.449219
	Iteration 42Q: 3 clusters Score -694676.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -694677.000000 Penalty: 4148.449219
	Iteration 43Q: 3 clusters Score -694677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -694676.562500 Penalty: 4148.449219
	Iteration 44Q: 3 clusters Score -694676.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -694678.375000 Penalty: 4148.449219
	Iteration 45Q: 3 clusters Score -694678.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -694678.375000 Penalty: 4148.449219
	Iteration 46F: 3 clusters Score -694678.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -86433.140625 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -86433.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -84904.914062 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -84904.91 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -85143.953125 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -85143.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -85208.273438 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -85208.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -85240.820312 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -85240.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -85253.500000 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -85253.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -85256.648438 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -85256.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -85258.320312 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -85258.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -85259.960938 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -85259.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85266.703125 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -85266.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -85269.765625 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -85269.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -85271.078125 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -85271.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -85274.843750 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -85274.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -85280.328125 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -85280.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -85280.953125 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -85280.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -85280.953125 Penalty: 3126.099121
	Iteration 14F: 3 clusters Score -85280.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Entering Unmasked Estep 
Score: -1325112.750000 Penalty: 2228.328369
	Iteration 0F: 2 clusters Score -1325113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1318743.125000 Penalty: 4456.656738
	Iteration 0F: 3 clusters Score -1318743 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1320579.125000 Penalty: 4456.656738
	Iteration 1F: 3 clusters Score -1320579 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1320857.750000 Penalty: 4456.656738
	Iteration 2F: 3 clusters Score -1320858 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1321051.125000 Penalty: 4456.656738
	Iteration 3Q: 3 clusters Score -1321051 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1321236.250000 Penalty: 4456.656738
	Iteration 4Q: 3 clusters Score -1321236 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1321420.250000 Penalty: 4456.656738
	Iteration 5Q: 3 clusters Score -1321420 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1321618.125000 Penalty: 4456.656738
	Iteration 6Q: 3 clusters Score -1321618 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1321811.875000 Penalty: 4456.656738
	Iteration 7Q: 3 clusters Score -1321812 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1322014.250000 Penalty: 4456.656738
	Iteration 8Q: 3 clusters Score -1322014 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1322202.125000 Penalty: 4456.656738
	Iteration 9Q: 3 clusters Score -1322202 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1322377.375000 Penalty: 4456.656738
	Iteration 10Q: 3 clusters Score -1322377 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1322544.500000 Penalty: 4456.656738
	Iteration 11Q: 3 clusters Score -1322544 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1322683.000000 Penalty: 4456.656738
	Iteration 12Q: 3 clusters Score -1322683 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1322769.125000 Penalty: 4456.656738
	Iteration 13Q: 3 clusters Score -1322769 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1322851.500000 Penalty: 4456.656738
	Iteration 14Q: 3 clusters Score -1322852 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1322934.250000 Penalty: 4456.656738
	Iteration 15Q: 3 clusters Score -1322934 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1322987.250000 Penalty: 4456.656738
	Iteration 16Q: 3 clusters Score -1322987 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1323033.250000 Penalty: 4456.656738
	Iteration 17Q: 3 clusters Score -1323033 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1323067.125000 Penalty: 4456.656738
	Iteration 18Q: 3 clusters Score -1323067 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1323094.625000 Penalty: 4456.656738
	Iteration 19Q: 3 clusters Score -1323095 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1323119.125000 Penalty: 4456.656738
	Iteration 20F: 3 clusters Score -1323119 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1323147.875000 Penalty: 4456.656738
	Iteration 21Q: 3 clusters Score -1323148 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1323184.500000 Penalty: 4456.656738
	Iteration 22Q: 3 clusters Score -1323184 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1323217.625000 Penalty: 4456.656738
	Iteration 23Q: 3 clusters Score -1323218 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1323262.500000 Penalty: 4456.656738
	Iteration 24Q: 3 clusters Score -1323262 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1323311.375000 Penalty: 4456.656738
	Iteration 25Q: 3 clusters Score -1323311 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1323359.250000 Penalty: 4456.656738
	Iteration 26Q: 3 clusters Score -1323359 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1323400.625000 Penalty: 4456.656738
	Iteration 27Q: 3 clusters Score -1323401 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1323451.500000 Penalty: 4456.656738
	Iteration 28Q: 3 clusters Score -1323452 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1323504.375000 Penalty: 4456.656738
	Iteration 29Q: 3 clusters Score -1323504 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1323571.000000 Penalty: 4456.656738
	Iteration 30Q: 3 clusters Score -1323571 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1323632.625000 Penalty: 4456.656738
	Iteration 31Q: 3 clusters Score -1323633 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1323679.625000 Penalty: 4456.656738
	Iteration 32Q: 3 clusters Score -1323680 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1323718.875000 Penalty: 4456.656738
	Iteration 33Q: 3 clusters Score -1323719 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1323764.000000 Penalty: 4456.656738
	Iteration 34Q: 3 clusters Score -1323764 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1323819.875000 Penalty: 4456.656738
	Iteration 35Q: 3 clusters Score -1323820 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1323875.625000 Penalty: 4456.656738
	Iteration 36Q: 3 clusters Score -1323876 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1323953.750000 Penalty: 4456.656738
	Iteration 37Q: 3 clusters Score -1323954 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1324056.875000 Penalty: 4456.656738
	Iteration 38Q: 3 clusters Score -1324057 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1324200.000000 Penalty: 4456.656738
	Iteration 39Q: 3 clusters Score -1324200 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1324398.750000 Penalty: 4456.656738
	Iteration 40F: 3 clusters Score -1324399 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1324647.375000 Penalty: 4456.656738
	Iteration 41Q: 3 clusters Score -1324647 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1324866.625000 Penalty: 4456.656738
	Iteration 42Q: 3 clusters Score -1324867 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1325005.500000 Penalty: 4456.656738
	Iteration 43Q: 3 clusters Score -1325006 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1325061.375000 Penalty: 4456.656738
	Iteration 44Q: 3 clusters Score -1325061 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1325078.750000 Penalty: 4456.656738
	Iteration 45Q: 3 clusters Score -1325079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1325089.750000 Penalty: 4456.656738
	Iteration 46Q: 3 clusters Score -1325090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1325094.250000 Penalty: 4456.656738
	Iteration 47Q: 3 clusters Score -1325094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1325098.000000 Penalty: 4456.656738
	Iteration 48Q: 3 clusters Score -1325098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1325103.375000 Penalty: 4456.656738
	Iteration 49Q: 3 clusters Score -1325103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1325106.375000 Penalty: 4456.656738
	Iteration 50Q: 3 clusters Score -1325106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1325106.750000 Penalty: 4456.656738
	Iteration 51Q: 3 clusters Score -1325107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1325109.375000 Penalty: 4456.656738
	Iteration 52Q: 3 clusters Score -1325109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1325109.875000 Penalty: 4456.656738
	Iteration 53Q: 3 clusters Score -1325110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1325110.000000 Penalty: 4456.656738
	Iteration 54Q: 3 clusters Score -1325110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1325110.000000 Penalty: 4456.656738
	Iteration 55F: 3 clusters Score -1325110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (16813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Entering Unmasked Estep 
Score: -2839124.750000 Penalty: 2413.017090
	Iteration 0F: 2 clusters Score -2839125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2827073.250000 Penalty: 4826.034180
	Iteration 0F: 3 clusters Score -2827073 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2830952.750000 Penalty: 4826.034180
	Iteration 1F: 3 clusters Score -2830953 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2831366.250000 Penalty: 4826.034180
	Iteration 2F: 3 clusters Score -2831366 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2831747.250000 Penalty: 4826.034180
	Iteration 3F: 3 clusters Score -2831747 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2832124.000000 Penalty: 4826.034180
	Iteration 4Q: 3 clusters Score -2832124 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2832514.750000 Penalty: 4826.034180
	Iteration 5Q: 3 clusters Score -2832515 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2832973.500000 Penalty: 4826.034180
	Iteration 6Q: 3 clusters Score -2832974 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2833524.750000 Penalty: 4826.034180
	Iteration 7Q: 3 clusters Score -2833525 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2834171.500000 Penalty: 4826.034180
	Iteration 8F: 3 clusters Score -2834172 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2834806.500000 Penalty: 4826.034180
	Iteration 9F: 3 clusters Score -2834806 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2835459.750000 Penalty: 4826.034180
	Iteration 10Q: 3 clusters Score -2835460 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2835985.250000 Penalty: 4826.034180
	Iteration 11Q: 3 clusters Score -2835985 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2836344.750000 Penalty: 4826.034180
	Iteration 12Q: 3 clusters Score -2836345 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2836614.750000 Penalty: 4826.034180
	Iteration 13Q: 3 clusters Score -2836615 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2836776.250000 Penalty: 4826.034180
	Iteration 14Q: 3 clusters Score -2836776 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2836889.250000 Penalty: 4826.034180
	Iteration 15Q: 3 clusters Score -2836889 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2836948.000000 Penalty: 4826.034180
	Iteration 16Q: 3 clusters Score -2836948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2836975.750000 Penalty: 4826.034180
	Iteration 17Q: 3 clusters Score -2836976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2836988.750000 Penalty: 4826.034180
	Iteration 18Q: 3 clusters Score -2836989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2837007.000000 Penalty: 4826.034180
	Iteration 19Q: 3 clusters Score -2837007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2837011.000000 Penalty: 4826.034180
	Iteration 20F: 3 clusters Score -2837011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2837022.000000 Penalty: 4826.034180
	Iteration 21Q: 3 clusters Score -2837022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2837031.500000 Penalty: 4826.034180
	Iteration 22Q: 3 clusters Score -2837032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2837038.000000 Penalty: 4826.034180
	Iteration 23Q: 3 clusters Score -2837038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2837043.250000 Penalty: 4826.034180
	Iteration 24Q: 3 clusters Score -2837043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2837047.000000 Penalty: 4826.034180
	Iteration 25Q: 3 clusters Score -2837047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2837046.000000 Penalty: 4826.034180
	Iteration 26Q: 3 clusters Score -2837046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2837048.750000 Penalty: 4826.034180
	Iteration 27Q: 3 clusters Score -2837049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2837054.000000 Penalty: 4826.034180
	Iteration 28Q: 3 clusters Score -2837054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2837054.000000 Penalty: 4826.034180
	Iteration 29F: 3 clusters Score -2837054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Entering Unmasked Estep 
Score: -1299840.875000 Penalty: 2214.171387
	Iteration 0F: 2 clusters Score -1299841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1293759.125000 Penalty: 4428.342773
	Iteration 0F: 3 clusters Score -1293759 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1295426.375000 Penalty: 4428.342773
	Iteration 1F: 3 clusters Score -1295426 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1295712.375000 Penalty: 4428.342773
	Iteration 2F: 3 clusters Score -1295712 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1295908.000000 Penalty: 4428.342773
	Iteration 3F: 3 clusters Score -1295908 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1296096.750000 Penalty: 4428.342773
	Iteration 4Q: 3 clusters Score -1296097 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1296293.250000 Penalty: 4428.342773
	Iteration 5Q: 3 clusters Score -1296293 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1296496.500000 Penalty: 4428.342773
	Iteration 6Q: 3 clusters Score -1296496 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1296723.125000 Penalty: 4428.342773
	Iteration 7Q: 3 clusters Score -1296723 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1296966.875000 Penalty: 4428.342773
	Iteration 8Q: 3 clusters Score -1296967 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1297147.500000 Penalty: 4428.342773
	Iteration 9Q: 3 clusters Score -1297148 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1297274.750000 Penalty: 4428.342773
	Iteration 10Q: 3 clusters Score -1297275 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1297366.750000 Penalty: 4428.342773
	Iteration 11Q: 3 clusters Score -1297367 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1297434.750000 Penalty: 4428.342773
	Iteration 12Q: 3 clusters Score -1297435 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1297492.625000 Penalty: 4428.342773
	Iteration 13Q: 3 clusters Score -1297493 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1297530.500000 Penalty: 4428.342773
	Iteration 14Q: 3 clusters Score -1297530 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1297559.125000 Penalty: 4428.342773
	Iteration 15Q: 3 clusters Score -1297559 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1297579.000000 Penalty: 4428.342773
	Iteration 16Q: 3 clusters Score -1297579 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1297585.750000 Penalty: 4428.342773
	Iteration 17Q: 3 clusters Score -1297586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1297594.125000 Penalty: 4428.342773
	Iteration 18Q: 3 clusters Score -1297594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1297599.875000 Penalty: 4428.342773
	Iteration 19Q: 3 clusters Score -1297600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1297606.500000 Penalty: 4428.342773
	Iteration 20F: 3 clusters Score -1297606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1297608.500000 Penalty: 4428.342773
	Iteration 21Q: 3 clusters Score -1297608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1297612.000000 Penalty: 4428.342773
	Iteration 22Q: 3 clusters Score -1297612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1297612.000000 Penalty: 4428.342773
	Iteration 23Q: 3 clusters Score -1297612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1297615.875000 Penalty: 4428.342773
	Iteration 24Q: 3 clusters Score -1297616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1297620.125000 Penalty: 4428.342773
	Iteration 25Q: 3 clusters Score -1297620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1297617.625000 Penalty: 4428.342773
	Iteration 26Q: 3 clusters Score -1297618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1297620.000000 Penalty: 4428.342773
	Iteration 27Q: 3 clusters Score -1297620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1297620.750000 Penalty: 4428.342773
	Iteration 28Q: 3 clusters Score -1297621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1297620.500000 Penalty: 4428.342773
	Iteration 29Q: 3 clusters Score -1297620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1297620.375000 Penalty: 4428.342773
	Iteration 30Q: 3 clusters Score -1297620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1297620.500000 Penalty: 4428.342773
	Iteration 31Q: 3 clusters Score -1297620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1297621.625000 Penalty: 4428.342773
	Iteration 32Q: 3 clusters Score -1297622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1297624.000000 Penalty: 4428.342773
	Iteration 33Q: 3 clusters Score -1297624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1297622.125000 Penalty: 4428.342773
	Iteration 34Q: 3 clusters Score -1297622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1297622.125000 Penalty: 4428.342773
	Iteration 35F: 3 clusters Score -1297622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (44062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Entering Unmasked Estep 
Score: -7135887.000000 Penalty: 2651.951416
	Iteration 0F: 2 clusters Score -7135887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -7106213.000000 Penalty: 5303.902832
	Iteration 0F: 3 clusters Score -7106213 nChanged 20178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -7117829.000000 Penalty: 5303.902832
	Iteration 1F: 3 clusters Score -7117829 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -7118624.500000 Penalty: 5303.902832
	Iteration 2Q: 3 clusters Score -7118624 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -7119639.000000 Penalty: 5303.902832
	Iteration 3Q: 3 clusters Score -7119639 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -7120914.500000 Penalty: 5303.902832
	Iteration 4F: 3 clusters Score -7120914 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -7122491.500000 Penalty: 5303.902832
	Iteration 5F: 3 clusters Score -7122492 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -7124180.000000 Penalty: 5303.902832
	Iteration 6F: 3 clusters Score -7124180 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -7125856.500000 Penalty: 5303.902832
	Iteration 7F: 3 clusters Score -7125856 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -7127375.500000 Penalty: 5303.902832
	Iteration 8F: 3 clusters Score -7127376 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -7128531.000000 Penalty: 5303.902832
	Iteration 9Q: 3 clusters Score -7128531 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -7129182.000000 Penalty: 5303.902832
	Iteration 10Q: 3 clusters Score -7129182 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -7129533.500000 Penalty: 5303.902832
	Iteration 11Q: 3 clusters Score -7129534 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -7129743.500000 Penalty: 5303.902832
	Iteration 12Q: 3 clusters Score -7129744 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -7129892.500000 Penalty: 5303.902832
	Iteration 13Q: 3 clusters Score -7129892 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -7129993.000000 Penalty: 5303.902832
	Iteration 14Q: 3 clusters Score -7129993 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -7130044.500000 Penalty: 5303.902832
	Iteration 15Q: 3 clusters Score -7130044 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -7130118.000000 Penalty: 5303.902832
	Iteration 16Q: 3 clusters Score -7130118 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -7130208.500000 Penalty: 5303.902832
	Iteration 17Q: 3 clusters Score -7130208 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -7130320.000000 Penalty: 5303.902832
	Iteration 18Q: 3 clusters Score -7130320 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -7130418.000000 Penalty: 5303.902832
	Iteration 19Q: 3 clusters Score -7130418 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -7130507.500000 Penalty: 5303.902832
	Iteration 20F: 3 clusters Score -7130508 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -7130620.000000 Penalty: 5303.902832
	Iteration 21Q: 3 clusters Score -7130620 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -7130760.000000 Penalty: 5303.902832
	Iteration 22Q: 3 clusters Score -7130760 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -7130922.000000 Penalty: 5303.902832
	Iteration 23Q: 3 clusters Score -7130922 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -7131074.000000 Penalty: 5303.902832
	Iteration 24Q: 3 clusters Score -7131074 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -7131249.000000 Penalty: 5303.902832
	Iteration 25Q: 3 clusters Score -7131249 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -7131409.000000 Penalty: 5303.902832
	Iteration 26Q: 3 clusters Score -7131409 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -7131512.000000 Penalty: 5303.902832
	Iteration 27Q: 3 clusters Score -7131512 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -7131633.500000 Penalty: 5303.902832
	Iteration 28Q: 3 clusters Score -7131634 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -7131753.000000 Penalty: 5303.902832
	Iteration 29Q: 3 clusters Score -7131753 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -7131863.000000 Penalty: 5303.902832
	Iteration 30Q: 3 clusters Score -7131863 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -7131983.500000 Penalty: 5303.902832
	Iteration 31Q: 3 clusters Score -7131984 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -7132105.000000 Penalty: 5303.902832
	Iteration 32Q: 3 clusters Score -7132105 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -7132189.500000 Penalty: 5303.902832
	Iteration 33Q: 3 clusters Score -7132190 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -7132301.500000 Penalty: 5303.902832
	Iteration 34Q: 3 clusters Score -7132302 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -7132419.500000 Penalty: 5303.902832
	Iteration 35Q: 3 clusters Score -7132420 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -7132534.500000 Penalty: 5303.902832
	Iteration 36Q: 3 clusters Score -7132534 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -7132622.000000 Penalty: 5303.902832
	Iteration 37Q: 3 clusters Score -7132622 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -7132783.500000 Penalty: 5303.902832
	Iteration 38Q: 3 clusters Score -7132784 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -7132898.000000 Penalty: 5303.902832
	Iteration 39Q: 3 clusters Score -7132898 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -7133006.000000 Penalty: 5303.902832
	Iteration 40F: 3 clusters Score -7133006 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -7133131.500000 Penalty: 5303.902832
	Iteration 41Q: 3 clusters Score -7133132 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -7133277.500000 Penalty: 5303.902832
	Iteration 42Q: 3 clusters Score -7133278 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -7133388.500000 Penalty: 5303.902832
	Iteration 43Q: 3 clusters Score -7133388 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -7133547.000000 Penalty: 5303.902832
	Iteration 44Q: 3 clusters Score -7133547 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -7133613.000000 Penalty: 5303.902832
	Iteration 45Q: 3 clusters Score -7133613 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -7133680.000000 Penalty: 5303.902832
	Iteration 46Q: 3 clusters Score -7133680 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -7133734.500000 Penalty: 5303.902832
	Iteration 47Q: 3 clusters Score -7133734 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -7133789.000000 Penalty: 5303.902832
	Iteration 48Q: 3 clusters Score -7133789 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -7133854.500000 Penalty: 5303.902832
	Iteration 49Q: 3 clusters Score -7133854 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -7133892.500000 Penalty: 5303.902832
	Iteration 50Q: 3 clusters Score -7133892 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -7133927.000000 Penalty: 5303.902832
	Iteration 51Q: 3 clusters Score -7133927 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -7133958.000000 Penalty: 5303.902832
	Iteration 52Q: 3 clusters Score -7133958 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -7133974.000000 Penalty: 5303.902832
	Iteration 53Q: 3 clusters Score -7133974 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -7134012.000000 Penalty: 5303.902832
	Iteration 54Q: 3 clusters Score -7134012 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -7134038.000000 Penalty: 5303.902832
	Iteration 55Q: 3 clusters Score -7134038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -7134039.500000 Penalty: 5303.902832
	Iteration 56Q: 3 clusters Score -7134040 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -7134081.500000 Penalty: 5303.902832
	Iteration 57Q: 3 clusters Score -7134082 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -7134083.000000 Penalty: 5303.902832
	Iteration 58Q: 3 clusters Score -7134083 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -7134091.500000 Penalty: 5303.902832
	Iteration 59Q: 3 clusters Score -7134092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -7134117.500000 Penalty: 5303.902832
	Iteration 60F: 3 clusters Score -7134118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -7134116.000000 Penalty: 5303.902832
	Iteration 61Q: 3 clusters Score -7134116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -7134133.500000 Penalty: 5303.902832
	Iteration 62Q: 3 clusters Score -7134134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -7134121.500000 Penalty: 5303.902832
	Iteration 63Q: 3 clusters Score -7134122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -7134135.000000 Penalty: 5303.902832
	Iteration 64Q: 3 clusters Score -7134135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -7134124.500000 Penalty: 5303.902832
	Iteration 65Q: 3 clusters Score -7134124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -7134137.500000 Penalty: 5303.902832
	Iteration 66Q: 3 clusters Score -7134138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -7134124.500000 Penalty: 5303.902832
	Iteration 67Q: 3 clusters Score -7134124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -7134135.500000 Penalty: 5303.902832
	Iteration 68Q: 3 clusters Score -7134136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -7134138.000000 Penalty: 5303.902832
	Iteration 69Q: 3 clusters Score -7134138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -7134150.500000 Penalty: 5303.902832
	Iteration 70Q: 3 clusters Score -7134150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -7134144.500000 Penalty: 5303.902832
	Iteration 71Q: 3 clusters Score -7134144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -7134149.000000 Penalty: 5303.902832
	Iteration 72Q: 3 clusters Score -7134149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -7134142.000000 Penalty: 5303.902832
	Iteration 73Q: 3 clusters Score -7134142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -7134138.000000 Penalty: 5303.902832
	Iteration 74Q: 3 clusters Score -7134138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -7134148.000000 Penalty: 5303.902832
	Iteration 75Q: 3 clusters Score -7134148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -7134150.500000 Penalty: 5303.902832
	Iteration 76Q: 3 clusters Score -7134150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -7134143.500000 Penalty: 5303.902832
	Iteration 77Q: 3 clusters Score -7134144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -7134146.500000 Penalty: 5303.902832
	Iteration 78Q: 3 clusters Score -7134146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -7134140.000000 Penalty: 5303.902832
	Iteration 79Q: 3 clusters Score -7134140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -7134136.000000 Penalty: 5303.902832
	Iteration 80F: 3 clusters Score -7134136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -7134142.500000 Penalty: 5303.902832
	Iteration 81Q: 3 clusters Score -7134142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -7134142.500000 Penalty: 5303.902832
	Iteration 82F: 3 clusters Score -7134142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Entering Unmasked Estep 
Score: -677185.500000 Penalty: 2080.279297
	Iteration 0F: 2 clusters Score -677185.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -673033.187500 Penalty: 4160.558594
	Iteration 0F: 3 clusters Score -673033.2 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -674065.187500 Penalty: 4160.558594
	Iteration 1F: 3 clusters Score -674065.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -674339.500000 Penalty: 4160.558594
	Iteration 2F: 3 clusters Score -674339.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -674576.125000 Penalty: 4160.558594
	Iteration 3F: 3 clusters Score -674576.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -674766.875000 Penalty: 4160.558594
	Iteration 4F: 3 clusters Score -674766.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -674921.875000 Penalty: 4160.558594
	Iteration 5Q: 3 clusters Score -674921.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -675044.375000 Penalty: 4160.558594
	Iteration 6Q: 3 clusters Score -675044.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -675153.187500 Penalty: 4160.558594
	Iteration 7Q: 3 clusters Score -675153.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -675262.250000 Penalty: 4160.558594
	Iteration 8Q: 3 clusters Score -675262.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -675341.375000 Penalty: 4160.558594
	Iteration 9Q: 3 clusters Score -675341.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -675390.937500 Penalty: 4160.558594
	Iteration 10Q: 3 clusters Score -675390.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -675437.125000 Penalty: 4160.558594
	Iteration 11Q: 3 clusters Score -675437.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -675484.375000 Penalty: 4160.558594
	Iteration 12Q: 3 clusters Score -675484.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -675528.312500 Penalty: 4160.558594
	Iteration 13Q: 3 clusters Score -675528.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -675555.812500 Penalty: 4160.558594
	Iteration 14Q: 3 clusters Score -675555.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -675581.437500 Penalty: 4160.558594
	Iteration 15Q: 3 clusters Score -675581.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -675603.875000 Penalty: 4160.558594
	Iteration 16Q: 3 clusters Score -675603.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -675626.937500 Penalty: 4160.558594
	Iteration 17Q: 3 clusters Score -675626.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -675642.437500 Penalty: 4160.558594
	Iteration 18Q: 3 clusters Score -675642.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -675653.000000 Penalty: 4160.558594
	Iteration 19Q: 3 clusters Score -675653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -675661.937500 Penalty: 4160.558594
	Iteration 20F: 3 clusters Score -675661.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -675668.812500 Penalty: 4160.558594
	Iteration 21Q: 3 clusters Score -675668.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -675674.062500 Penalty: 4160.558594
	Iteration 22Q: 3 clusters Score -675674.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -675679.312500 Penalty: 4160.558594
	Iteration 23Q: 3 clusters Score -675679.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -675682.812500 Penalty: 4160.558594
	Iteration 24Q: 3 clusters Score -675682.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -675688.000000 Penalty: 4160.558594
	Iteration 25Q: 3 clusters Score -675688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -675694.500000 Penalty: 4160.558594
	Iteration 26Q: 3 clusters Score -675694.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -675699.062500 Penalty: 4160.558594
	Iteration 27Q: 3 clusters Score -675699.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -675702.500000 Penalty: 4160.558594
	Iteration 28Q: 3 clusters Score -675702.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -675706.187500 Penalty: 4160.558594
	Iteration 29Q: 3 clusters Score -675706.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -675711.750000 Penalty: 4160.558594
	Iteration 30Q: 3 clusters Score -675711.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -675716.187500 Penalty: 4160.558594
	Iteration 31Q: 3 clusters Score -675716.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -675718.687500 Penalty: 4160.558594
	Iteration 32Q: 3 clusters Score -675718.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -675722.375000 Penalty: 4160.558594
	Iteration 33Q: 3 clusters Score -675722.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -675723.937500 Penalty: 4160.558594
	Iteration 34Q: 3 clusters Score -675723.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -675725.687500 Penalty: 4160.558594
	Iteration 35Q: 3 clusters Score -675725.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -675727.062500 Penalty: 4160.558594
	Iteration 36Q: 3 clusters Score -675727.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -675727.562500 Penalty: 4160.558594
	Iteration 37Q: 3 clusters Score -675727.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -675728.250000 Penalty: 4160.558594
	Iteration 38Q: 3 clusters Score -675728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -675728.750000 Penalty: 4160.558594
	Iteration 39Q: 3 clusters Score -675728.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -675729.937500 Penalty: 4160.558594
	Iteration 40F: 3 clusters Score -675729.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -675729.687500 Penalty: 4160.558594
	Iteration 41Q: 3 clusters Score -675729.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -675730.125000 Penalty: 4160.558594
	Iteration 42Q: 3 clusters Score -675730.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -675730.812500 Penalty: 4160.558594
	Iteration 43Q: 3 clusters Score -675730.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -675730.812500 Penalty: 4160.558594
	Iteration 44F: 3 clusters Score -675730.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (15687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Entering Unmasked Estep 
Score: -2581149.000000 Penalty: 2395.825684
	Iteration 0F: 2 clusters Score -2581149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2569894.250000 Penalty: 4791.651367
	Iteration 0F: 3 clusters Score -2569894 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2573635.250000 Penalty: 4791.651367
	Iteration 1F: 3 clusters Score -2573635 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2574095.750000 Penalty: 4791.651367
	Iteration 2F: 3 clusters Score -2574096 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2574502.750000 Penalty: 4791.651367
	Iteration 3F: 3 clusters Score -2574503 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2575010.500000 Penalty: 4791.651367
	Iteration 4F: 3 clusters Score -2575010 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2575560.500000 Penalty: 4791.651367
	Iteration 5F: 3 clusters Score -2575560 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2576179.250000 Penalty: 4791.651367
	Iteration 6F: 3 clusters Score -2576179 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2576829.250000 Penalty: 4791.651367
	Iteration 7F: 3 clusters Score -2576829 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2577519.500000 Penalty: 4791.651367
	Iteration 8F: 3 clusters Score -2577520 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2578057.500000 Penalty: 4791.651367
	Iteration 9Q: 3 clusters Score -2578058 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2578372.250000 Penalty: 4791.651367
	Iteration 10Q: 3 clusters Score -2578372 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2578568.000000 Penalty: 4791.651367
	Iteration 11Q: 3 clusters Score -2578568 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2578687.000000 Penalty: 4791.651367
	Iteration 12Q: 3 clusters Score -2578687 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2578775.500000 Penalty: 4791.651367
	Iteration 13Q: 3 clusters Score -2578776 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2578838.250000 Penalty: 4791.651367
	Iteration 14Q: 3 clusters Score -2578838 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2578874.500000 Penalty: 4791.651367
	Iteration 15Q: 3 clusters Score -2578874 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2578905.750000 Penalty: 4791.651367
	Iteration 16Q: 3 clusters Score -2578906 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2578922.750000 Penalty: 4791.651367
	Iteration 17Q: 3 clusters Score -2578923 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2578944.750000 Penalty: 4791.651367
	Iteration 18Q: 3 clusters Score -2578945 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2578946.500000 Penalty: 4791.651367
	Iteration 19Q: 3 clusters Score -2578946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2578969.750000 Penalty: 4791.651367
	Iteration 20F: 3 clusters Score -2578970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2578977.750000 Penalty: 4791.651367
	Iteration 21Q: 3 clusters Score -2578978 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2578991.000000 Penalty: 4791.651367
	Iteration 22Q: 3 clusters Score -2578991 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2578997.750000 Penalty: 4791.651367
	Iteration 23Q: 3 clusters Score -2578998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2578999.000000 Penalty: 4791.651367
	Iteration 24Q: 3 clusters Score -2578999 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2578997.000000 Penalty: 4791.651367
	Iteration 25Q: 3 clusters Score -2578997 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2579004.000000 Penalty: 4791.651367
	Iteration 26Q: 3 clusters Score -2579004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2579014.250000 Penalty: 4791.651367
	Iteration 27Q: 3 clusters Score -2579014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2579023.250000 Penalty: 4791.651367
	Iteration 28Q: 3 clusters Score -2579023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2579025.000000 Penalty: 4791.651367
	Iteration 29Q: 3 clusters Score -2579025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2579024.500000 Penalty: 4791.651367
	Iteration 30Q: 3 clusters Score -2579024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2579028.000000 Penalty: 4791.651367
	Iteration 31Q: 3 clusters Score -2579028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2579035.000000 Penalty: 4791.651367
	Iteration 32Q: 3 clusters Score -2579035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2579036.250000 Penalty: 4791.651367
	Iteration 33Q: 3 clusters Score -2579036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2579041.000000 Penalty: 4791.651367
	Iteration 34Q: 3 clusters Score -2579041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2579037.750000 Penalty: 4791.651367
	Iteration 35Q: 3 clusters Score -2579038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2579038.000000 Penalty: 4791.651367
	Iteration 36Q: 3 clusters Score -2579038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2579042.500000 Penalty: 4791.651367
	Iteration 37Q: 3 clusters Score -2579042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2579041.250000 Penalty: 4791.651367
	Iteration 38Q: 3 clusters Score -2579041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2579043.750000 Penalty: 4791.651367
	Iteration 39Q: 3 clusters Score -2579044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2579047.750000 Penalty: 4791.651367
	Iteration 40F: 3 clusters Score -2579048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2579051.000000 Penalty: 4791.651367
	Iteration 41Q: 3 clusters Score -2579051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2579051.000000 Penalty: 4791.651367
	Iteration 42Q: 3 clusters Score -2579051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2579057.000000 Penalty: 4791.651367
	Iteration 43Q: 3 clusters Score -2579057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2579058.750000 Penalty: 4791.651367
	Iteration 44Q: 3 clusters Score -2579059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2579058.000000 Penalty: 4791.651367
	Iteration 45Q: 3 clusters Score -2579058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2579058.250000 Penalty: 4791.651367
	Iteration 46Q: 3 clusters Score -2579058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2579061.000000 Penalty: 4791.651367
	Iteration 47Q: 3 clusters Score -2579061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2579060.500000 Penalty: 4791.651367
	Iteration 48Q: 3 clusters Score -2579060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2579059.000000 Penalty: 4791.651367
	Iteration 49Q: 3 clusters Score -2579059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2579059.000000 Penalty: 4791.651367
	Iteration 50F: 3 clusters Score -2579059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -181806.828125 Penalty: 1747.999878
	Iteration 0F: 2 clusters Score -181806.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -179790.781250 Penalty: 3495.999756
	Iteration 0F: 3 clusters Score -179790.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -180275.140625 Penalty: 3495.999756
	Iteration 1F: 3 clusters Score -180275.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -180550.421875 Penalty: 3495.999756
	Iteration 2F: 3 clusters Score -180550.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -180840.421875 Penalty: 3495.999756
	Iteration 3F: 3 clusters Score -180840.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -181019.046875 Penalty: 3495.999756
	Iteration 4F: 3 clusters Score -181019 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -181240.734375 Penalty: 3495.999756
	Iteration 5Q: 3 clusters Score -181240.7 nChanged 68
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: -181592.093750 Penalty: 3495.999756
	Iteration 6F: 3 clusters Score -181592.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -181722.140625 Penalty: 3495.999756
	Iteration 7Q: 3 clusters Score -181722.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -181785.546875 Penalty: 3495.999756
	Iteration 8Q: 3 clusters Score -181785.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -181815.390625 Penalty: 3495.999756
	Iteration 9Q: 3 clusters Score -181815.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -181831.156250 Penalty: 3495.999756
	Iteration 10Q: 3 clusters Score -181831.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -181839.890625 Penalty: 3495.999756
	Iteration 11Q: 3 clusters Score -181839.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -181841.109375 Penalty: 3495.999756
	Iteration 12Q: 3 clusters Score -181841.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -181842.687500 Penalty: 3495.999756
	Iteration 13Q: 3 clusters Score -181842.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -181842.687500 Penalty: 3495.999756
	Iteration 14F: 3 clusters Score -181842.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12493 members 
Mstep: Class 4 contains 11150 members 
Mstep: Class 5 contains 3579 members 
Mstep: Class 6 contains 11245 members 
Mstep: Class 7 contains 12010 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13136 members 
Mstep: Class 10 contains 13812 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6211 members 
Mstep: Class 14 contains 54767 members 
Mstep: Class 15 contains 11157 members 
Mstep: Class 16 contains 70459 members 
Mstep: Class 17 contains 61803 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12107 members 
Mstep: Class 22 contains 51573 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74014 members 
Mstep: Class 31 contains 25314 members 
Mstep: Class 32 contains 33845 members 
Mstep: Class 33 contains 26496 members 
Mstep: Class 34 contains 32784 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16813 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44062 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15687 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 11553 members 
Mstep: Class 47 contains 736 members 
Entering Unmasked Estep 
Score: -115037488.000000 Penalty: 156896.109375
Splitting cluster 45 changes total score from -115039048.000000 to -115037488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (11553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Entering Unmasked Estep 
Score: -1927554.625000 Penalty: 2319.965576
	Iteration 0F: 2 clusters Score -1927555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1918924.000000 Penalty: 4639.931152
	Iteration 0F: 3 clusters Score -1918924 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1921732.875000 Penalty: 4639.931152
	Iteration 1F: 3 clusters Score -1921733 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1922240.000000 Penalty: 4639.931152
	Iteration 2F: 3 clusters Score -1922240 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1922678.250000 Penalty: 4639.931152
	Iteration 3F: 3 clusters Score -1922678 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1923090.625000 Penalty: 4639.931152
	Iteration 4F: 3 clusters Score -1923091 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1923477.250000 Penalty: 4639.931152
	Iteration 5F: 3 clusters Score -1923477 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1923816.125000 Penalty: 4639.931152
	Iteration 6Q: 3 clusters Score -1923816 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1924100.125000 Penalty: 4639.931152
	Iteration 7Q: 3 clusters Score -1924100 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1924340.000000 Penalty: 4639.931152
	Iteration 8Q: 3 clusters Score -1924340 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1924541.375000 Penalty: 4639.931152
	Iteration 9Q: 3 clusters Score -1924541 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1924715.500000 Penalty: 4639.931152
	Iteration 10Q: 3 clusters Score -1924716 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1924980.375000 Penalty: 4639.931152
	Iteration 11Q: 3 clusters Score -1924980 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1925368.375000 Penalty: 4639.931152
	Iteration 12Q: 3 clusters Score -1925368 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1925830.500000 Penalty: 4639.931152
	Iteration 13Q: 3 clusters Score -1925830 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1926274.125000 Penalty: 4639.931152
	Iteration 14Q: 3 clusters Score -1926274 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1926559.250000 Penalty: 4639.931152
	Iteration 15Q: 3 clusters Score -1926559 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1926743.250000 Penalty: 4639.931152
	Iteration 16Q: 3 clusters Score -1926743 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1926853.750000 Penalty: 4639.931152
	Iteration 17Q: 3 clusters Score -1926854 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1926910.750000 Penalty: 4639.931152
	Iteration 18Q: 3 clusters Score -1926911 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1926950.125000 Penalty: 4639.931152
	Iteration 19Q: 3 clusters Score -1926950 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1926976.375000 Penalty: 4639.931152
	Iteration 20F: 3 clusters Score -1926976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1926981.500000 Penalty: 4639.931152
	Iteration 21Q: 3 clusters Score -1926982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1926998.125000 Penalty: 4639.931152
	Iteration 22Q: 3 clusters Score -1926998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1927007.500000 Penalty: 4639.931152
	Iteration 23Q: 3 clusters Score -1927008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1927014.625000 Penalty: 4639.931152
	Iteration 24Q: 3 clusters Score -1927015 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1927021.500000 Penalty: 4639.931152
	Iteration 25Q: 3 clusters Score -1927022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1927034.875000 Penalty: 4639.931152
	Iteration 26Q: 3 clusters Score -1927035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1927039.250000 Penalty: 4639.931152
	Iteration 27Q: 3 clusters Score -1927039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1927044.875000 Penalty: 4639.931152
	Iteration 28Q: 3 clusters Score -1927045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1927047.625000 Penalty: 4639.931152
	Iteration 29Q: 3 clusters Score -1927048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1927049.500000 Penalty: 4639.931152
	Iteration 30Q: 3 clusters Score -1927050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1927048.500000 Penalty: 4639.931152
	Iteration 31Q: 3 clusters Score -1927048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1927051.375000 Penalty: 4639.931152
	Iteration 32Q: 3 clusters Score -1927051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1927054.375000 Penalty: 4639.931152
	Iteration 33Q: 3 clusters Score -1927054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1927055.625000 Penalty: 4639.931152
	Iteration 34Q: 3 clusters Score -1927056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1927056.875000 Penalty: 4639.931152
	Iteration 35Q: 3 clusters Score -1927057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1927057.375000 Penalty: 4639.931152
	Iteration 36Q: 3 clusters Score -1927057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1927057.625000 Penalty: 4639.931152
	Iteration 37Q: 3 clusters Score -1927058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1927059.750000 Penalty: 4639.931152
	Iteration 38Q: 3 clusters Score -1927060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1927059.250000 Penalty: 4639.931152
	Iteration 39Q: 3 clusters Score -1927059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1927058.375000 Penalty: 4639.931152
	Iteration 40F: 3 clusters Score -1927058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12493 members 
Mstep: Class 4 contains 11150 members 
Mstep: Class 5 contains 3579 members 
Mstep: Class 6 contains 11245 members 
Mstep: Class 7 contains 12010 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13136 members 
Mstep: Class 10 contains 13812 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6211 members 
Mstep: Class 14 contains 54767 members 
Mstep: Class 15 contains 11157 members 
Mstep: Class 16 contains 70459 members 
Mstep: Class 17 contains 61803 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12107 members 
Mstep: Class 22 contains 51573 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74014 members 
Mstep: Class 31 contains 25314 members 
Mstep: Class 32 contains 33845 members 
Mstep: Class 33 contains 26496 members 
Mstep: Class 34 contains 32784 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16813 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44062 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15687 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039088.000000 Penalty: 153557.890625
Iteration 159Q: 47 clusters Score -1.150391e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12492 members 
Mstep: Class 4 contains 11145 members 
Mstep: Class 5 contains 3578 members 
Mstep: Class 6 contains 11245 members 
Mstep: Class 7 contains 12011 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13134 members 
Mstep: Class 10 contains 13813 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54771 members 
Mstep: Class 15 contains 11156 members 
Mstep: Class 16 contains 70435 members 
Mstep: Class 17 contains 61814 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12107 members 
Mstep: Class 22 contains 51576 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74019 members 
Mstep: Class 31 contains 25316 members 
Mstep: Class 32 contains 33869 members 
Mstep: Class 33 contains 26482 members 
Mstep: Class 34 contains 32782 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16812 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44062 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15685 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039240.000000 Penalty: 153557.890625
Iteration 160F: 47 clusters Score -1.150392e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12489 members 
Mstep: Class 4 contains 11143 members 
Mstep: Class 5 contains 3575 members 
Mstep: Class 6 contains 11246 members 
Mstep: Class 7 contains 12011 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13138 members 
Mstep: Class 10 contains 13814 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54773 members 
Mstep: Class 15 contains 11155 members 
Mstep: Class 16 contains 70406 members 
Mstep: Class 17 contains 61825 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12107 members 
Mstep: Class 22 contains 51581 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74022 members 
Mstep: Class 31 contains 25318 members 
Mstep: Class 32 contains 33894 members 
Mstep: Class 33 contains 26466 members 
Mstep: Class 34 contains 32783 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16811 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44062 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15682 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039256.000000 Penalty: 153557.890625
Iteration 161Q: 47 clusters Score -1.150393e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12485 members 
Mstep: Class 4 contains 11143 members 
Mstep: Class 5 contains 3571 members 
Mstep: Class 6 contains 11246 members 
Mstep: Class 7 contains 12013 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13143 members 
Mstep: Class 10 contains 13814 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54770 members 
Mstep: Class 15 contains 11157 members 
Mstep: Class 16 contains 70393 members 
Mstep: Class 17 contains 61834 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12108 members 
Mstep: Class 22 contains 51590 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74025 members 
Mstep: Class 31 contains 25318 members 
Mstep: Class 32 contains 33915 members 
Mstep: Class 33 contains 26451 members 
Mstep: Class 34 contains 32782 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16811 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44052 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15680 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039432.000000 Penalty: 153557.890625
Iteration 162Q: 47 clusters Score -1.150394e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12483 members 
Mstep: Class 4 contains 11144 members 
Mstep: Class 5 contains 3568 members 
Mstep: Class 6 contains 11245 members 
Mstep: Class 7 contains 12013 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13145 members 
Mstep: Class 10 contains 13814 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6212 members 
Mstep: Class 14 contains 54774 members 
Mstep: Class 15 contains 11157 members 
Mstep: Class 16 contains 70374 members 
Mstep: Class 17 contains 61837 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12109 members 
Mstep: Class 22 contains 51602 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74032 members 
Mstep: Class 31 contains 25319 members 
Mstep: Class 32 contains 33935 members 
Mstep: Class 33 contains 26439 members 
Mstep: Class 34 contains 32782 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7985 members 
Mstep: Class 40 contains 16809 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44042 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15678 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039320.000000 Penalty: 153557.890625
Iteration 163Q: 47 clusters Score -1.150393e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12484 members 
Mstep: Class 4 contains 11143 members 
Mstep: Class 5 contains 3567 members 
Mstep: Class 6 contains 11243 members 
Mstep: Class 7 contains 12013 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13148 members 
Mstep: Class 10 contains 13814 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6211 members 
Mstep: Class 14 contains 54777 members 
Mstep: Class 15 contains 11157 members 
Mstep: Class 16 contains 70365 members 
Mstep: Class 17 contains 61852 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12112 members 
Mstep: Class 22 contains 51598 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74033 members 
Mstep: Class 31 contains 25320 members 
Mstep: Class 32 contains 33948 members 
Mstep: Class 33 contains 26427 members 
Mstep: Class 34 contains 32782 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7985 members 
Mstep: Class 40 contains 16810 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44031 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15678 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039304.000000 Penalty: 153557.890625
Iteration 164Q: 47 clusters Score -1.150393e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12483 members 
Mstep: Class 4 contains 11143 members 
Mstep: Class 5 contains 3567 members 
Mstep: Class 6 contains 11243 members 
Mstep: Class 7 contains 12013 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13150 members 
Mstep: Class 10 contains 13814 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6210 members 
Mstep: Class 14 contains 54777 members 
Mstep: Class 15 contains 11156 members 
Mstep: Class 16 contains 70359 members 
Mstep: Class 17 contains 61859 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12114 members 
Mstep: Class 22 contains 51603 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74031 members 
Mstep: Class 31 contains 25322 members 
Mstep: Class 32 contains 33962 members 
Mstep: Class 33 contains 26415 members 
Mstep: Class 34 contains 32783 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7985 members 
Mstep: Class 40 contains 16813 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44018 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15678 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039304.000000 Penalty: 153557.890625
Iteration 165Q: 47 clusters Score -1.150393e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12482 members 
Mstep: Class 4 contains 11142 members 
Mstep: Class 5 contains 3567 members 
Mstep: Class 6 contains 11242 members 
Mstep: Class 7 contains 12013 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13154 members 
Mstep: Class 10 contains 13815 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6211 members 
Mstep: Class 14 contains 54779 members 
Mstep: Class 15 contains 11153 members 
Mstep: Class 16 contains 70335 members 
Mstep: Class 17 contains 61861 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12118 members 
Mstep: Class 22 contains 51607 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74031 members 
Mstep: Class 31 contains 25325 members 
Mstep: Class 32 contains 33988 members 
Mstep: Class 33 contains 26407 members 
Mstep: Class 34 contains 32784 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7985 members 
Mstep: Class 40 contains 16813 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44008 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15678 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039320.000000 Penalty: 153557.890625
Iteration 166Q: 47 clusters Score -1.150393e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12483 members 
Mstep: Class 4 contains 11140 members 
Mstep: Class 5 contains 3567 members 
Mstep: Class 6 contains 11242 members 
Mstep: Class 7 contains 12013 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13160 members 
Mstep: Class 10 contains 13815 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6212 members 
Mstep: Class 14 contains 54782 members 
Mstep: Class 15 contains 11153 members 
Mstep: Class 16 contains 70318 members 
Mstep: Class 17 contains 61867 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12118 members 
Mstep: Class 22 contains 51607 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74033 members 
Mstep: Class 31 contains 25325 members 
Mstep: Class 32 contains 34008 members 
Mstep: Class 33 contains 26401 members 
Mstep: Class 34 contains 32783 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7985 members 
Mstep: Class 40 contains 16813 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 43996 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15677 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039360.000000 Penalty: 153557.890625
Iteration 167Q: 47 clusters Score -1.150394e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12483 members 
Mstep: Class 4 contains 11139 members 
Mstep: Class 5 contains 3567 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 12013 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13161 members 
Mstep: Class 10 contains 13816 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54781 members 
Mstep: Class 15 contains 11153 members 
Mstep: Class 16 contains 70306 members 
Mstep: Class 17 contains 61873 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12119 members 
Mstep: Class 22 contains 51607 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74038 members 
Mstep: Class 31 contains 25325 members 
Mstep: Class 32 contains 34029 members 
Mstep: Class 33 contains 26394 members 
Mstep: Class 34 contains 32783 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7985 members 
Mstep: Class 40 contains 16814 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 43984 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15675 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039360.000000 Penalty: 153557.890625
Iteration 168Q: 47 clusters Score -1.150394e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12485 members 
Mstep: Class 4 contains 11136 members 
Mstep: Class 5 contains 3567 members 
Mstep: Class 6 contains 11244 members 
Mstep: Class 7 contains 12014 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13159 members 
Mstep: Class 10 contains 13814 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54782 members 
Mstep: Class 15 contains 11150 members 
Mstep: Class 16 contains 70278 members 
Mstep: Class 17 contains 61882 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12118 members 
Mstep: Class 22 contains 51610 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6623 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74043 members 
Mstep: Class 31 contains 25325 members 
Mstep: Class 32 contains 34061 members 
Mstep: Class 33 contains 26385 members 
Mstep: Class 34 contains 32785 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7985 members 
Mstep: Class 40 contains 16814 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 43977 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15673 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039440.000000 Penalty: 153557.890625
Iteration 169Q: 47 clusters Score -1.150394e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12482 members 
Mstep: Class 4 contains 11134 members 
Mstep: Class 5 contains 3568 members 
Mstep: Class 6 contains 11247 members 
Mstep: Class 7 contains 12014 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13161 members 
Mstep: Class 10 contains 13815 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54780 members 
Mstep: Class 15 contains 11147 members 
Mstep: Class 16 contains 70271 members 
Mstep: Class 17 contains 61885 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12118 members 
Mstep: Class 22 contains 51620 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6622 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74044 members 
Mstep: Class 31 contains 25327 members 
Mstep: Class 32 contains 34073 members 
Mstep: Class 33 contains 26374 members 
Mstep: Class 34 contains 32787 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7985 members 
Mstep: Class 40 contains 16812 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 43973 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15671 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039280.000000 Penalty: 153557.890625
Iteration 170Q: 47 clusters Score -1.150393e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12481 members 
Mstep: Class 4 contains 11128 members 
Mstep: Class 5 contains 3567 members 
Mstep: Class 6 contains 11251 members 
Mstep: Class 7 contains 12014 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13166 members 
Mstep: Class 10 contains 13815 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54781 members 
Mstep: Class 15 contains 11145 members 
Mstep: Class 16 contains 70249 members 
Mstep: Class 17 contains 61891 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6546 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12118 members 
Mstep: Class 22 contains 51629 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 6622 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74059 members 
Mstep: Class 31 contains 25328 members 
Mstep: Class 32 contains 34092 members 
Mstep: Class 33 contains 26357 members 
Mstep: Class 34 contains 32789 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7985 members 
Mstep: Class 40 contains 16812 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 43960 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15670 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039328.000000 Penalty: 153557.890625
Iteration 171Q: 47 clusters Score -1.150393e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12482 members 
Mstep: Class 4 contains 11122 members 
Mstep: Class 5 contains 3564 members 
Mstep: Class 6 contains 11253 members 
Mstep: Class 7 contains 12014 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13166 members 
Mstep: Class 10 contains 13815 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54779 members 
Mstep: Class 15 contains 11146 members 
Mstep: Class 16 contains 70245 members 
Mstep: Class 17 contains 61893 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6546 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12119 members 
Mstep: Class 22 contains 51635 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2438 members 
Mstep: Class 26 contains 6622 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74062 members 
Mstep: Class 31 contains 25330 members 
Mstep: Class 32 contains 34101 members 
Mstep: Class 33 contains 26349 members 
Mstep: Class 34 contains 32790 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7985 members 
Mstep: Class 40 contains 16812 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 43954 members 
Mstep: Class 43 contains 4395 members 
Mstep: Class 44 contains 15670 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039192.000000 Penalty: 153557.890625
Iteration 172Q: 47 clusters Score -1.150392e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12480 members 
Mstep: Class 4 contains 11118 members 
Mstep: Class 5 contains 3564 members 
Mstep: Class 6 contains 11254 members 
Mstep: Class 7 contains 12014 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13169 members 
Mstep: Class 10 contains 13815 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54779 members 
Mstep: Class 15 contains 11146 members 
Mstep: Class 16 contains 70235 members 
Mstep: Class 17 contains 61900 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6546 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12120 members 
Mstep: Class 22 contains 51638 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2438 members 
Mstep: Class 26 contains 6622 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74067 members 
Mstep: Class 31 contains 25333 members 
Mstep: Class 32 contains 34112 members 
Mstep: Class 33 contains 26341 members 
Mstep: Class 34 contains 32790 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7985 members 
Mstep: Class 40 contains 16811 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 43944 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15670 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039272.000000 Penalty: 153557.890625
Iteration 173Q: 47 clusters Score -1.150393e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12481 members 
Mstep: Class 4 contains 11112 members 
Mstep: Class 5 contains 3562 members 
Mstep: Class 6 contains 11254 members 
Mstep: Class 7 contains 12013 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13167 members 
Mstep: Class 10 contains 13815 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54779 members 
Mstep: Class 15 contains 11145 members 
Mstep: Class 16 contains 70232 members 
Mstep: Class 17 contains 61902 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6546 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12120 members 
Mstep: Class 22 contains 51643 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2438 members 
Mstep: Class 26 contains 6622 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74070 members 
Mstep: Class 31 contains 25335 members 
Mstep: Class 32 contains 34127 members 
Mstep: Class 33 contains 26338 members 
Mstep: Class 34 contains 32789 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7985 members 
Mstep: Class 40 contains 16812 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 43937 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15667 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039184.000000 Penalty: 153557.890625
Iteration 174Q: 47 clusters Score -1.150392e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12480 members 
Mstep: Class 4 contains 11108 members 
Mstep: Class 5 contains 3562 members 
Mstep: Class 6 contains 11255 members 
Mstep: Class 7 contains 12012 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13166 members 
Mstep: Class 10 contains 13815 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54778 members 
Mstep: Class 15 contains 11143 members 
Mstep: Class 16 contains 70236 members 
Mstep: Class 17 contains 61908 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6546 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12121 members 
Mstep: Class 22 contains 51644 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2438 members 
Mstep: Class 26 contains 6622 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74063 members 
Mstep: Class 31 contains 25340 members 
Mstep: Class 32 contains 34143 members 
Mstep: Class 33 contains 26331 members 
Mstep: Class 34 contains 32788 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7985 members 
Mstep: Class 40 contains 16812 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 43927 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15667 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039280.000000 Penalty: 153557.890625
Iteration 175Q: 47 clusters Score -1.150393e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12480 members 
Mstep: Class 4 contains 11104 members 
Mstep: Class 5 contains 3561 members 
Mstep: Class 6 contains 11253 members 
Mstep: Class 7 contains 12013 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13166 members 
Mstep: Class 10 contains 13817 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6214 members 
Mstep: Class 14 contains 54779 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 70234 members 
Mstep: Class 17 contains 61915 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6546 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12120 members 
Mstep: Class 22 contains 51641 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2438 members 
Mstep: Class 26 contains 6622 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74072 members 
Mstep: Class 31 contains 25343 members 
Mstep: Class 32 contains 34153 members 
Mstep: Class 33 contains 26320 members 
Mstep: Class 34 contains 32788 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7985 members 
Mstep: Class 40 contains 16809 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 43924 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15665 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039232.000000 Penalty: 153557.890625
Iteration 176Q: 47 clusters Score -1.150392e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12477 members 
Mstep: Class 4 contains 11100 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11253 members 
Mstep: Class 7 contains 12015 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13168 members 
Mstep: Class 10 contains 13818 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6214 members 
Mstep: Class 14 contains 54779 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 70225 members 
Mstep: Class 17 contains 61922 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12121 members 
Mstep: Class 22 contains 51642 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2438 members 
Mstep: Class 26 contains 6623 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74074 members 
Mstep: Class 31 contains 25343 members 
Mstep: Class 32 contains 34166 members 
Mstep: Class 33 contains 26310 members 
Mstep: Class 34 contains 32791 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7985 members 
Mstep: Class 40 contains 16809 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 43919 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15664 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039360.000000 Penalty: 153557.890625
Iteration 177Q: 47 clusters Score -1.150394e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12472 members 
Mstep: Class 4 contains 11098 members 
Mstep: Class 5 contains 3560 members 
Mstep: Class 6 contains 11257 members 
Mstep: Class 7 contains 12016 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13167 members 
Mstep: Class 10 contains 13819 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6214 members 
Mstep: Class 14 contains 54781 members 
Mstep: Class 15 contains 11142 members 
Mstep: Class 16 contains 70206 members 
Mstep: Class 17 contains 61927 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6548 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12121 members 
Mstep: Class 22 contains 51645 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2438 members 
Mstep: Class 26 contains 6623 members 
Mstep: Class 27 contains 2085 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74079 members 
Mstep: Class 31 contains 25343 members 
Mstep: Class 32 contains 34182 members 
Mstep: Class 33 contains 26301 members 
Mstep: Class 34 contains 32793 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7985 members 
Mstep: Class 40 contains 16808 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 43917 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15660 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039320.000000 Penalty: 153557.890625
Iteration 178Q: 47 clusters Score -1.150393e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12469 members 
Mstep: Class 4 contains 11097 members 
Mstep: Class 5 contains 3560 members 
Mstep: Class 6 contains 11259 members 
Mstep: Class 7 contains 12017 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13169 members 
Mstep: Class 10 contains 13819 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6214 members 
Mstep: Class 14 contains 54784 members 
Mstep: Class 15 contains 11140 members 
Mstep: Class 16 contains 70191 members 
Mstep: Class 17 contains 61939 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12121 members 
Mstep: Class 22 contains 51651 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2439 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 2086 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74082 members 
Mstep: Class 31 contains 25344 members 
Mstep: Class 32 contains 34204 members 
Mstep: Class 33 contains 26281 members 
Mstep: Class 34 contains 32794 members 
Mstep: Class 35 contains 4461 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7986 members 
Mstep: Class 40 contains 16806 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 43908 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15656 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039520.000000 Penalty: 153557.890625
Iteration 179Q: 47 clusters Score -1.150395e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12468 members 
Mstep: Class 4 contains 11098 members 
Mstep: Class 5 contains 3560 members 
Mstep: Class 6 contains 11257 members 
Mstep: Class 7 contains 12018 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13167 members 
Mstep: Class 10 contains 13818 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54787 members 
Mstep: Class 15 contains 11137 members 
Mstep: Class 16 contains 70176 members 
Mstep: Class 17 contains 61946 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12120 members 
Mstep: Class 22 contains 51657 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2438 members 
Mstep: Class 26 contains 6626 members 
Mstep: Class 27 contains 2088 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74087 members 
Mstep: Class 31 contains 25345 members 
Mstep: Class 32 contains 34220 members 
Mstep: Class 33 contains 26265 members 
Mstep: Class 34 contains 32793 members 
Mstep: Class 35 contains 4461 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16804 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 43908 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15657 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039432.000000 Penalty: 153557.890625
Iteration 180F: 47 clusters Score -1.150394e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12465 members 
Mstep: Class 4 contains 11092 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11257 members 
Mstep: Class 7 contains 12018 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13172 members 
Mstep: Class 10 contains 13819 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54789 members 
Mstep: Class 15 contains 11134 members 
Mstep: Class 16 contains 70171 members 
Mstep: Class 17 contains 61957 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12121 members 
Mstep: Class 22 contains 51664 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2438 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74094 members 
Mstep: Class 31 contains 25346 members 
Mstep: Class 32 contains 34231 members 
Mstep: Class 33 contains 26247 members 
Mstep: Class 34 contains 32793 members 
Mstep: Class 35 contains 4461 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16802 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 43901 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15657 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039496.000000 Penalty: 153557.890625
Iteration 181Q: 47 clusters Score -1.150395e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12462 members 
Mstep: Class 4 contains 11089 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11256 members 
Mstep: Class 7 contains 12018 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13174 members 
Mstep: Class 10 contains 13819 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54790 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 70167 members 
Mstep: Class 17 contains 61962 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 51677 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2439 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 2088 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74096 members 
Mstep: Class 31 contains 25348 members 
Mstep: Class 32 contains 34241 members 
Mstep: Class 33 contains 26226 members 
Mstep: Class 34 contains 32793 members 
Mstep: Class 35 contains 4461 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16801 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 43898 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15656 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039344.000000 Penalty: 153557.890625
Iteration 182Q: 47 clusters Score -1.150393e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12457 members 
Mstep: Class 4 contains 11089 members 
Mstep: Class 5 contains 3557 members 
Mstep: Class 6 contains 11256 members 
Mstep: Class 7 contains 12018 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13177 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54790 members 
Mstep: Class 15 contains 11133 members 
Mstep: Class 16 contains 70162 members 
Mstep: Class 17 contains 61971 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12123 members 
Mstep: Class 22 contains 51690 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 6626 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74092 members 
Mstep: Class 31 contains 25349 members 
Mstep: Class 32 contains 34251 members 
Mstep: Class 33 contains 26205 members 
Mstep: Class 34 contains 32791 members 
Mstep: Class 35 contains 4460 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16800 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 43899 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15656 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039304.000000 Penalty: 153557.890625
Iteration 183Q: 47 clusters Score -1.150393e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12456 members 
Mstep: Class 4 contains 11085 members 
Mstep: Class 5 contains 3557 members 
Mstep: Class 6 contains 11256 members 
Mstep: Class 7 contains 12018 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13181 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54791 members 
Mstep: Class 15 contains 11133 members 
Mstep: Class 16 contains 70160 members 
Mstep: Class 17 contains 61969 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 51700 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6626 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74093 members 
Mstep: Class 31 contains 25351 members 
Mstep: Class 32 contains 34262 members 
Mstep: Class 33 contains 26194 members 
Mstep: Class 34 contains 32791 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16800 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 43892 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15654 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039376.000000 Penalty: 153557.890625
Iteration 184Q: 47 clusters Score -1.150394e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12456 members 
Mstep: Class 4 contains 11084 members 
Mstep: Class 5 contains 3557 members 
Mstep: Class 6 contains 11260 members 
Mstep: Class 7 contains 12017 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13185 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54791 members 
Mstep: Class 15 contains 11133 members 
Mstep: Class 16 contains 70155 members 
Mstep: Class 17 contains 61974 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12121 members 
Mstep: Class 22 contains 51702 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6627 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74095 members 
Mstep: Class 31 contains 25351 members 
Mstep: Class 32 contains 34267 members 
Mstep: Class 33 contains 26181 members 
Mstep: Class 34 contains 32792 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16800 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 43889 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15654 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039288.000000 Penalty: 153557.890625
Iteration 185Q: 47 clusters Score -1.150393e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12455 members 
Mstep: Class 4 contains 11084 members 
Mstep: Class 5 contains 3557 members 
Mstep: Class 6 contains 11259 members 
Mstep: Class 7 contains 12018 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13185 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54790 members 
Mstep: Class 15 contains 11133 members 
Mstep: Class 16 contains 70146 members 
Mstep: Class 17 contains 61979 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12121 members 
Mstep: Class 22 contains 51711 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6627 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74100 members 
Mstep: Class 31 contains 25351 members 
Mstep: Class 32 contains 34272 members 
Mstep: Class 33 contains 26166 members 
Mstep: Class 34 contains 32792 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16801 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43888 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15655 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039368.000000 Penalty: 153557.890625
Iteration 186Q: 47 clusters Score -1.150394e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12455 members 
Mstep: Class 4 contains 11083 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 11259 members 
Mstep: Class 7 contains 12019 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13187 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54789 members 
Mstep: Class 15 contains 11133 members 
Mstep: Class 16 contains 70139 members 
Mstep: Class 17 contains 61981 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12121 members 
Mstep: Class 22 contains 51722 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6627 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74105 members 
Mstep: Class 31 contains 25351 members 
Mstep: Class 32 contains 34277 members 
Mstep: Class 33 contains 26150 members 
Mstep: Class 34 contains 32792 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16801 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43887 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15656 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039464.000000 Penalty: 153557.890625
Iteration 187Q: 47 clusters Score -1.150395e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12455 members 
Mstep: Class 4 contains 11083 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11259 members 
Mstep: Class 7 contains 12021 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13186 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54788 members 
Mstep: Class 15 contains 11133 members 
Mstep: Class 16 contains 70133 members 
Mstep: Class 17 contains 61985 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 51732 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6627 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74109 members 
Mstep: Class 31 contains 25351 members 
Mstep: Class 32 contains 34279 members 
Mstep: Class 33 contains 26136 members 
Mstep: Class 34 contains 32792 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16801 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43887 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15656 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039352.000000 Penalty: 153557.890625
Iteration 188Q: 47 clusters Score -1.150394e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12454 members 
Mstep: Class 4 contains 11083 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11260 members 
Mstep: Class 7 contains 12023 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13184 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54788 members 
Mstep: Class 15 contains 11133 members 
Mstep: Class 16 contains 70130 members 
Mstep: Class 17 contains 61990 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12123 members 
Mstep: Class 22 contains 51734 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74112 members 
Mstep: Class 31 contains 25351 members 
Mstep: Class 32 contains 34279 members 
Mstep: Class 33 contains 26126 members 
Mstep: Class 34 contains 32793 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16801 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43885 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15658 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039400.000000 Penalty: 153557.890625
Iteration 189Q: 47 clusters Score -1.150394e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12452 members 
Mstep: Class 4 contains 11083 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11261 members 
Mstep: Class 7 contains 12024 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13184 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54788 members 
Mstep: Class 15 contains 11133 members 
Mstep: Class 16 contains 70129 members 
Mstep: Class 17 contains 61994 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12123 members 
Mstep: Class 22 contains 51740 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74113 members 
Mstep: Class 31 contains 25351 members 
Mstep: Class 32 contains 34280 members 
Mstep: Class 33 contains 26116 members 
Mstep: Class 34 contains 32793 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16801 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43884 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15658 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039440.000000 Penalty: 153557.890625
Iteration 190Q: 47 clusters Score -1.150394e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12453 members 
Mstep: Class 4 contains 11083 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11261 members 
Mstep: Class 7 contains 12025 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13185 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54788 members 
Mstep: Class 15 contains 11133 members 
Mstep: Class 16 contains 70128 members 
Mstep: Class 17 contains 61996 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12123 members 
Mstep: Class 22 contains 51739 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6627 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74115 members 
Mstep: Class 31 contains 25351 members 
Mstep: Class 32 contains 34285 members 
Mstep: Class 33 contains 26110 members 
Mstep: Class 34 contains 32792 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16801 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43881 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15658 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039432.000000 Penalty: 153557.890625
Iteration 191Q: 47 clusters Score -1.150394e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12452 members 
Mstep: Class 4 contains 11083 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11261 members 
Mstep: Class 7 contains 12026 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13185 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54787 members 
Mstep: Class 15 contains 11133 members 
Mstep: Class 16 contains 70122 members 
Mstep: Class 17 contains 61999 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12123 members 
Mstep: Class 22 contains 51740 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74121 members 
Mstep: Class 31 contains 25351 members 
Mstep: Class 32 contains 34290 members 
Mstep: Class 33 contains 26107 members 
Mstep: Class 34 contains 32794 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16800 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43877 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15658 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039456.000000 Penalty: 153557.890625
Iteration 192Q: 47 clusters Score -1.150395e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12446 members 
Mstep: Class 4 contains 11082 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11261 members 
Mstep: Class 7 contains 12027 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13186 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54787 members 
Mstep: Class 15 contains 11133 members 
Mstep: Class 16 contains 70120 members 
Mstep: Class 17 contains 61998 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12123 members 
Mstep: Class 22 contains 51741 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74126 members 
Mstep: Class 31 contains 25351 members 
Mstep: Class 32 contains 34292 members 
Mstep: Class 33 contains 26106 members 
Mstep: Class 34 contains 32795 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16800 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43876 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15658 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039464.000000 Penalty: 153557.890625
Iteration 193Q: 47 clusters Score -1.150395e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12445 members 
Mstep: Class 4 contains 11084 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11262 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13188 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54786 members 
Mstep: Class 15 contains 11133 members 
Mstep: Class 16 contains 70116 members 
Mstep: Class 17 contains 61997 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6546 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12123 members 
Mstep: Class 22 contains 51740 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74126 members 
Mstep: Class 31 contains 25351 members 
Mstep: Class 32 contains 34298 members 
Mstep: Class 33 contains 26107 members 
Mstep: Class 34 contains 32793 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16801 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43871 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15659 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039480.000000 Penalty: 153557.890625
Iteration 194Q: 47 clusters Score -1.150395e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12446 members 
Mstep: Class 4 contains 11084 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11262 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13190 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54784 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 70115 members 
Mstep: Class 17 contains 61996 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6546 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12123 members 
Mstep: Class 22 contains 51744 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2088 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74130 members 
Mstep: Class 31 contains 25351 members 
Mstep: Class 32 contains 34300 members 
Mstep: Class 33 contains 26100 members 
Mstep: Class 34 contains 32795 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16800 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43870 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15658 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039544.000000 Penalty: 153557.890625
Iteration 195Q: 47 clusters Score -1.150395e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12448 members 
Mstep: Class 4 contains 11083 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11261 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13189 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54785 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 70109 members 
Mstep: Class 17 contains 61996 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6546 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 51745 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74129 members 
Mstep: Class 31 contains 25351 members 
Mstep: Class 32 contains 34307 members 
Mstep: Class 33 contains 26096 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16798 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43872 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15660 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039512.000000 Penalty: 153557.890625
Iteration 196Q: 47 clusters Score -1.150395e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12445 members 
Mstep: Class 4 contains 11082 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 11260 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13192 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54786 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 70102 members 
Mstep: Class 17 contains 61992 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6546 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12121 members 
Mstep: Class 22 contains 51759 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74127 members 
Mstep: Class 31 contains 25353 members 
Mstep: Class 32 contains 34314 members 
Mstep: Class 33 contains 26088 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16796 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43873 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15660 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039552.000000 Penalty: 153557.890625
Iteration 197Q: 47 clusters Score -1.150396e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12444 members 
Mstep: Class 4 contains 11081 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 11259 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13194 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54786 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 70096 members 
Mstep: Class 17 contains 61992 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6546 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12120 members 
Mstep: Class 22 contains 51760 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74129 members 
Mstep: Class 31 contains 25356 members 
Mstep: Class 32 contains 34318 members 
Mstep: Class 33 contains 26084 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16797 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43875 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15660 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039512.000000 Penalty: 153557.890625
Iteration 198Q: 47 clusters Score -1.150395e+08 nChanged 33
Entering ConstructFrom: 
Score: -115039512.000000 Penalty: 153557.890625
Entering ConstructFrom: 
Trying to split cluster 1 (2374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Entering Unmasked Estep 
Score: -393449.375000 Penalty: 1927.538208
	Iteration 0F: 2 clusters Score -393449.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -390600.968750 Penalty: 3855.076416
	Iteration 0F: 3 clusters Score -390601 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -391135.906250 Penalty: 3855.076416
	Iteration 1F: 3 clusters Score -391135.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -391261.031250 Penalty: 3855.076416
	Iteration 2F: 3 clusters Score -391261 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -391359.593750 Penalty: 3855.076416
	Iteration 3Q: 3 clusters Score -391359.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -391436.000000 Penalty: 3855.076416
	Iteration 4Q: 3 clusters Score -391436 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -391508.437500 Penalty: 3855.076416
	Iteration 5Q: 3 clusters Score -391508.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -391572.343750 Penalty: 3855.076416
	Iteration 6Q: 3 clusters Score -391572.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -391633.812500 Penalty: 3855.076416
	Iteration 7Q: 3 clusters Score -391633.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -391681.437500 Penalty: 3855.076416
	Iteration 8Q: 3 clusters Score -391681.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -391731.218750 Penalty: 3855.076416
	Iteration 9Q: 3 clusters Score -391731.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -391778.437500 Penalty: 3855.076416
	Iteration 10Q: 3 clusters Score -391778.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -391828.093750 Penalty: 3855.076416
	Iteration 11Q: 3 clusters Score -391828.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -391862.906250 Penalty: 3855.076416
	Iteration 12Q: 3 clusters Score -391862.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -391897.687500 Penalty: 3855.076416
	Iteration 13Q: 3 clusters Score -391897.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -391921.843750 Penalty: 3855.076416
	Iteration 14Q: 3 clusters Score -391921.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -391940.812500 Penalty: 3855.076416
	Iteration 15Q: 3 clusters Score -391940.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -391971.687500 Penalty: 3855.076416
	Iteration 16Q: 3 clusters Score -391971.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -392002.437500 Penalty: 3855.076416
	Iteration 17Q: 3 clusters Score -392002.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -392029.593750 Penalty: 3855.076416
	Iteration 18Q: 3 clusters Score -392029.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -392047.187500 Penalty: 3855.076416
	Iteration 19Q: 3 clusters Score -392047.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -392062.718750 Penalty: 3855.076416
	Iteration 20F: 3 clusters Score -392062.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -392074.968750 Penalty: 3855.076416
	Iteration 21Q: 3 clusters Score -392075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -392083.812500 Penalty: 3855.076416
	Iteration 22Q: 3 clusters Score -392083.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -392093.125000 Penalty: 3855.076416
	Iteration 23Q: 3 clusters Score -392093.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -392106.687500 Penalty: 3855.076416
	Iteration 24Q: 3 clusters Score -392106.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -392114.687500 Penalty: 3855.076416
	Iteration 25Q: 3 clusters Score -392114.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -392123.031250 Penalty: 3855.076416
	Iteration 26Q: 3 clusters Score -392123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -392130.062500 Penalty: 3855.076416
	Iteration 27Q: 3 clusters Score -392130.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -392137.406250 Penalty: 3855.076416
	Iteration 28Q: 3 clusters Score -392137.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -392145.187500 Penalty: 3855.076416
	Iteration 29Q: 3 clusters Score -392145.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -392151.062500 Penalty: 3855.076416
	Iteration 30Q: 3 clusters Score -392151.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -392163.531250 Penalty: 3855.076416
	Iteration 31Q: 3 clusters Score -392163.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -392171.187500 Penalty: 3855.076416
	Iteration 32Q: 3 clusters Score -392171.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -392184.437500 Penalty: 3855.076416
	Iteration 33Q: 3 clusters Score -392184.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -392204.093750 Penalty: 3855.076416
	Iteration 34Q: 3 clusters Score -392204.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -392231.500000 Penalty: 3855.076416
	Iteration 35Q: 3 clusters Score -392231.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -392266.218750 Penalty: 3855.076416
	Iteration 36Q: 3 clusters Score -392266.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -392313.218750 Penalty: 3855.076416
	Iteration 37Q: 3 clusters Score -392313.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -392368.593750 Penalty: 3855.076416
	Iteration 38Q: 3 clusters Score -392368.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -392414.906250 Penalty: 3855.076416
	Iteration 39Q: 3 clusters Score -392414.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -392454.531250 Penalty: 3855.076416
	Iteration 40F: 3 clusters Score -392454.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -392521.968750 Penalty: 3855.076416
	Iteration 41Q: 3 clusters Score -392522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -392632.937500 Penalty: 3855.076416
	Iteration 42Q: 3 clusters Score -392632.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -392775.500000 Penalty: 3855.076416
	Iteration 43Q: 3 clusters Score -392775.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -392937.968750 Penalty: 3855.076416
	Iteration 44Q: 3 clusters Score -392938 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -393038.156250 Penalty: 3855.076416
	Iteration 45Q: 3 clusters Score -393038.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -393087.031250 Penalty: 3855.076416
	Iteration 46Q: 3 clusters Score -393087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -393100.937500 Penalty: 3855.076416
	Iteration 47Q: 3 clusters Score -393100.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -393116.312500 Penalty: 3855.076416
	Iteration 48Q: 3 clusters Score -393116.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -393119.593750 Penalty: 3855.076416
	Iteration 49Q: 3 clusters Score -393119.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -393122.187500 Penalty: 3855.076416
	Iteration 50Q: 3 clusters Score -393122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -393123.000000 Penalty: 3855.076416
	Iteration 51Q: 3 clusters Score -393123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -393123.875000 Penalty: 3855.076416
	Iteration 52Q: 3 clusters Score -393123.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -393123.875000 Penalty: 3855.076416
	Iteration 53F: 3 clusters Score -393123.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -64425.507812 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -64425.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -63295.890625 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -63295.89 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -64006.480469 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -64006.48 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -64496.019531 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -64496.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -64844.414062 Penalty: 3051.755371
	Iteration 3F: 3 clusters Score -64844.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -64932.988281 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -64932.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -64932.988281 Penalty: 3051.755371
	Iteration 5F: 3 clusters Score -64932.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 362 members 
Mstep: Class 3 contains 12443 members 
Mstep: Class 4 contains 11079 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 11257 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13195 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54786 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 70091 members 
Mstep: Class 17 contains 61994 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6544 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12120 members 
Mstep: Class 22 contains 51761 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74130 members 
Mstep: Class 31 contains 25357 members 
Mstep: Class 32 contains 34323 members 
Mstep: Class 33 contains 26080 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16797 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43880 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15661 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Mstep: Class 47 contains 108 members 
Entering Unmasked Estep 
Score: -115038280.000000 Penalty: 156896.109375
Splitting cluster 2 changes total score from -115039512.000000 to -115038280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (12443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Entering Unmasked Estep 
Score: -1991386.750000 Penalty: 2338.370361
	Iteration 0F: 2 clusters Score -1991387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1982184.000000 Penalty: 4676.740723
	Iteration 0F: 3 clusters Score -1982184 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1985009.500000 Penalty: 4676.740723
	Iteration 1F: 3 clusters Score -1985010 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1985440.250000 Penalty: 4676.740723
	Iteration 2F: 3 clusters Score -1985440 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1985810.375000 Penalty: 4676.740723
	Iteration 3F: 3 clusters Score -1985810 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1986241.250000 Penalty: 4676.740723
	Iteration 4F: 3 clusters Score -1986241 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1986776.375000 Penalty: 4676.740723
	Iteration 5F: 3 clusters Score -1986776 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1987377.000000 Penalty: 4676.740723
	Iteration 6F: 3 clusters Score -1987377 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1988028.875000 Penalty: 4676.740723
	Iteration 7F: 3 clusters Score -1988029 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1988631.125000 Penalty: 4676.740723
	Iteration 8F: 3 clusters Score -1988631 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1989072.625000 Penalty: 4676.740723
	Iteration 9Q: 3 clusters Score -1989073 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1989365.750000 Penalty: 4676.740723
	Iteration 10Q: 3 clusters Score -1989366 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1989575.375000 Penalty: 4676.740723
	Iteration 11Q: 3 clusters Score -1989575 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1989731.750000 Penalty: 4676.740723
	Iteration 12Q: 3 clusters Score -1989732 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1989842.750000 Penalty: 4676.740723
	Iteration 13Q: 3 clusters Score -1989843 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1989916.250000 Penalty: 4676.740723
	Iteration 14Q: 3 clusters Score -1989916 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1989974.000000 Penalty: 4676.740723
	Iteration 15Q: 3 clusters Score -1989974 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1990014.125000 Penalty: 4676.740723
	Iteration 16Q: 3 clusters Score -1990014 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1990056.000000 Penalty: 4676.740723
	Iteration 17Q: 3 clusters Score -1990056 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1990080.750000 Penalty: 4676.740723
	Iteration 18Q: 3 clusters Score -1990081 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1990100.250000 Penalty: 4676.740723
	Iteration 19Q: 3 clusters Score -1990100 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1990132.375000 Penalty: 4676.740723
	Iteration 20F: 3 clusters Score -1990132 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1990153.125000 Penalty: 4676.740723
	Iteration 21Q: 3 clusters Score -1990153 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1990161.500000 Penalty: 4676.740723
	Iteration 22Q: 3 clusters Score -1990162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1990177.500000 Penalty: 4676.740723
	Iteration 23Q: 3 clusters Score -1990178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1990194.125000 Penalty: 4676.740723
	Iteration 24Q: 3 clusters Score -1990194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1990207.250000 Penalty: 4676.740723
	Iteration 25Q: 3 clusters Score -1990207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1990216.250000 Penalty: 4676.740723
	Iteration 26Q: 3 clusters Score -1990216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1990228.750000 Penalty: 4676.740723
	Iteration 27Q: 3 clusters Score -1990229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1990231.625000 Penalty: 4676.740723
	Iteration 28Q: 3 clusters Score -1990232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1990236.750000 Penalty: 4676.740723
	Iteration 29Q: 3 clusters Score -1990237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1990242.250000 Penalty: 4676.740723
	Iteration 30Q: 3 clusters Score -1990242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1990251.875000 Penalty: 4676.740723
	Iteration 31Q: 3 clusters Score -1990252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1990269.125000 Penalty: 4676.740723
	Iteration 32Q: 3 clusters Score -1990269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1990279.000000 Penalty: 4676.740723
	Iteration 33Q: 3 clusters Score -1990279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1990283.875000 Penalty: 4676.740723
	Iteration 34Q: 3 clusters Score -1990284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1990289.625000 Penalty: 4676.740723
	Iteration 35Q: 3 clusters Score -1990290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1990292.250000 Penalty: 4676.740723
	Iteration 36Q: 3 clusters Score -1990292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1990296.125000 Penalty: 4676.740723
	Iteration 37Q: 3 clusters Score -1990296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1990297.500000 Penalty: 4676.740723
	Iteration 38Q: 3 clusters Score -1990298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1990307.250000 Penalty: 4676.740723
	Iteration 39Q: 3 clusters Score -1990307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1990314.125000 Penalty: 4676.740723
	Iteration 40F: 3 clusters Score -1990314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1990316.250000 Penalty: 4676.740723
	Iteration 41Q: 3 clusters Score -1990316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1990318.375000 Penalty: 4676.740723
	Iteration 42Q: 3 clusters Score -1990318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1990320.500000 Penalty: 4676.740723
	Iteration 43Q: 3 clusters Score -1990320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1990320.750000 Penalty: 4676.740723
	Iteration 44Q: 3 clusters Score -1990321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1990320.750000 Penalty: 4676.740723
	Iteration 45F: 3 clusters Score -1990321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Entering Unmasked Estep 
Score: -1780955.125000 Penalty: 2309.576172
	Iteration 0F: 2 clusters Score -1780955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1772629.250000 Penalty: 4619.152344
	Iteration 0F: 3 clusters Score -1772629 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1775227.625000 Penalty: 4619.152344
	Iteration 1F: 3 clusters Score -1775228 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1775709.750000 Penalty: 4619.152344
	Iteration 2F: 3 clusters Score -1775710 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1776120.375000 Penalty: 4619.152344
	Iteration 3F: 3 clusters Score -1776120 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1776498.500000 Penalty: 4619.152344
	Iteration 4F: 3 clusters Score -1776498 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1776819.625000 Penalty: 4619.152344
	Iteration 5Q: 3 clusters Score -1776820 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1777138.250000 Penalty: 4619.152344
	Iteration 6Q: 3 clusters Score -1777138 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1777411.250000 Penalty: 4619.152344
	Iteration 7Q: 3 clusters Score -1777411 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1777647.250000 Penalty: 4619.152344
	Iteration 8Q: 3 clusters Score -1777647 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1777841.875000 Penalty: 4619.152344
	Iteration 9Q: 3 clusters Score -1777842 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1777992.250000 Penalty: 4619.152344
	Iteration 10Q: 3 clusters Score -1777992 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1778119.000000 Penalty: 4619.152344
	Iteration 11Q: 3 clusters Score -1778119 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1778222.375000 Penalty: 4619.152344
	Iteration 12Q: 3 clusters Score -1778222 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1778317.625000 Penalty: 4619.152344
	Iteration 13Q: 3 clusters Score -1778318 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1778400.750000 Penalty: 4619.152344
	Iteration 14Q: 3 clusters Score -1778401 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1778470.000000 Penalty: 4619.152344
	Iteration 15Q: 3 clusters Score -1778470 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1778527.500000 Penalty: 4619.152344
	Iteration 16Q: 3 clusters Score -1778528 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1778575.000000 Penalty: 4619.152344
	Iteration 17Q: 3 clusters Score -1778575 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1778612.875000 Penalty: 4619.152344
	Iteration 18Q: 3 clusters Score -1778613 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1778654.125000 Penalty: 4619.152344
	Iteration 19Q: 3 clusters Score -1778654 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1778682.500000 Penalty: 4619.152344
	Iteration 20F: 3 clusters Score -1778682 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1778706.750000 Penalty: 4619.152344
	Iteration 21Q: 3 clusters Score -1778707 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1778724.750000 Penalty: 4619.152344
	Iteration 22Q: 3 clusters Score -1778725 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1778744.625000 Penalty: 4619.152344
	Iteration 23Q: 3 clusters Score -1778745 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1778770.375000 Penalty: 4619.152344
	Iteration 24Q: 3 clusters Score -1778770 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1778799.125000 Penalty: 4619.152344
	Iteration 25Q: 3 clusters Score -1778799 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1778834.875000 Penalty: 4619.152344
	Iteration 26Q: 3 clusters Score -1778835 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1778861.000000 Penalty: 4619.152344
	Iteration 27Q: 3 clusters Score -1778861 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1778889.500000 Penalty: 4619.152344
	Iteration 28Q: 3 clusters Score -1778890 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1778926.375000 Penalty: 4619.152344
	Iteration 29Q: 3 clusters Score -1778926 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1778962.250000 Penalty: 4619.152344
	Iteration 30Q: 3 clusters Score -1778962 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1778986.375000 Penalty: 4619.152344
	Iteration 31Q: 3 clusters Score -1778986 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1779009.875000 Penalty: 4619.152344
	Iteration 32Q: 3 clusters Score -1779010 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1779033.500000 Penalty: 4619.152344
	Iteration 33Q: 3 clusters Score -1779034 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1779054.125000 Penalty: 4619.152344
	Iteration 34Q: 3 clusters Score -1779054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1779076.000000 Penalty: 4619.152344
	Iteration 35Q: 3 clusters Score -1779076 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1779096.250000 Penalty: 4619.152344
	Iteration 36Q: 3 clusters Score -1779096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1779113.125000 Penalty: 4619.152344
	Iteration 37Q: 3 clusters Score -1779113 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1779129.000000 Penalty: 4619.152344
	Iteration 38Q: 3 clusters Score -1779129 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1779148.875000 Penalty: 4619.152344
	Iteration 39Q: 3 clusters Score -1779149 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1779166.000000 Penalty: 4619.152344
	Iteration 40F: 3 clusters Score -1779166 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1779189.625000 Penalty: 4619.152344
	Iteration 41Q: 3 clusters Score -1779190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1779217.375000 Penalty: 4619.152344
	Iteration 42Q: 3 clusters Score -1779217 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1779247.750000 Penalty: 4619.152344
	Iteration 43Q: 3 clusters Score -1779248 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1779270.500000 Penalty: 4619.152344
	Iteration 44Q: 3 clusters Score -1779270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1779295.875000 Penalty: 4619.152344
	Iteration 45Q: 3 clusters Score -1779296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1779319.125000 Penalty: 4619.152344
	Iteration 46Q: 3 clusters Score -1779319 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1779336.000000 Penalty: 4619.152344
	Iteration 47Q: 3 clusters Score -1779336 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1779359.750000 Penalty: 4619.152344
	Iteration 48Q: 3 clusters Score -1779360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1779391.500000 Penalty: 4619.152344
	Iteration 49Q: 3 clusters Score -1779392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1779411.125000 Penalty: 4619.152344
	Iteration 50Q: 3 clusters Score -1779411 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1779425.625000 Penalty: 4619.152344
	Iteration 51Q: 3 clusters Score -1779426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1779438.000000 Penalty: 4619.152344
	Iteration 52Q: 3 clusters Score -1779438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1779453.375000 Penalty: 4619.152344
	Iteration 53Q: 3 clusters Score -1779453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1779461.250000 Penalty: 4619.152344
	Iteration 54Q: 3 clusters Score -1779461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1779469.000000 Penalty: 4619.152344
	Iteration 55Q: 3 clusters Score -1779469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1779480.500000 Penalty: 4619.152344
	Iteration 56Q: 3 clusters Score -1779480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1779494.500000 Penalty: 4619.152344
	Iteration 57Q: 3 clusters Score -1779494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1779503.750000 Penalty: 4619.152344
	Iteration 58Q: 3 clusters Score -1779504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1779505.000000 Penalty: 4619.152344
	Iteration 59Q: 3 clusters Score -1779505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1779512.250000 Penalty: 4619.152344
	Iteration 60F: 3 clusters Score -1779512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1779510.375000 Penalty: 4619.152344
	Iteration 61Q: 3 clusters Score -1779510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1779514.000000 Penalty: 4619.152344
	Iteration 62Q: 3 clusters Score -1779514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1779517.125000 Penalty: 4619.152344
	Iteration 63Q: 3 clusters Score -1779517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1779516.750000 Penalty: 4619.152344
	Iteration 64Q: 3 clusters Score -1779517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1779514.250000 Penalty: 4619.152344
	Iteration 65Q: 3 clusters Score -1779514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1779515.375000 Penalty: 4619.152344
	Iteration 66Q: 3 clusters Score -1779515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1779515.375000 Penalty: 4619.152344
	Iteration 67F: 3 clusters Score -1779515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Entering Unmasked Estep 
Score: -583708.875000 Penalty: 2027.745117
	Iteration 0F: 2 clusters Score -583708.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -580066.375000 Penalty: 4055.490234
	Iteration 0F: 3 clusters Score -580066.4 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -580834.250000 Penalty: 4055.490234
	Iteration 1F: 3 clusters Score -580834.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -581020.250000 Penalty: 4055.490234
	Iteration 2F: 3 clusters Score -581020.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -581116.750000 Penalty: 4055.490234
	Iteration 3Q: 3 clusters Score -581116.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -581199.500000 Penalty: 4055.490234
	Iteration 4Q: 3 clusters Score -581199.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -581251.187500 Penalty: 4055.490234
	Iteration 5Q: 3 clusters Score -581251.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -581297.312500 Penalty: 4055.490234
	Iteration 6Q: 3 clusters Score -581297.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -581340.187500 Penalty: 4055.490234
	Iteration 7Q: 3 clusters Score -581340.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -581374.250000 Penalty: 4055.490234
	Iteration 8Q: 3 clusters Score -581374.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -581413.937500 Penalty: 4055.490234
	Iteration 9Q: 3 clusters Score -581413.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -581450.812500 Penalty: 4055.490234
	Iteration 10Q: 3 clusters Score -581450.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -581488.062500 Penalty: 4055.490234
	Iteration 11Q: 3 clusters Score -581488.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -581528.250000 Penalty: 4055.490234
	Iteration 12Q: 3 clusters Score -581528.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -581559.937500 Penalty: 4055.490234
	Iteration 13Q: 3 clusters Score -581559.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -581584.000000 Penalty: 4055.490234
	Iteration 14Q: 3 clusters Score -581584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -581602.750000 Penalty: 4055.490234
	Iteration 15Q: 3 clusters Score -581602.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -581624.312500 Penalty: 4055.490234
	Iteration 16Q: 3 clusters Score -581624.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -581637.687500 Penalty: 4055.490234
	Iteration 17Q: 3 clusters Score -581637.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -581649.875000 Penalty: 4055.490234
	Iteration 18Q: 3 clusters Score -581649.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -581659.437500 Penalty: 4055.490234
	Iteration 19Q: 3 clusters Score -581659.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -581670.875000 Penalty: 4055.490234
	Iteration 20F: 3 clusters Score -581670.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -581681.875000 Penalty: 4055.490234
	Iteration 21Q: 3 clusters Score -581681.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -581690.875000 Penalty: 4055.490234
	Iteration 22Q: 3 clusters Score -581690.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -581702.187500 Penalty: 4055.490234
	Iteration 23Q: 3 clusters Score -581702.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -581712.937500 Penalty: 4055.490234
	Iteration 24Q: 3 clusters Score -581712.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -581720.250000 Penalty: 4055.490234
	Iteration 25Q: 3 clusters Score -581720.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -581730.500000 Penalty: 4055.490234
	Iteration 26Q: 3 clusters Score -581730.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -581737.562500 Penalty: 4055.490234
	Iteration 27Q: 3 clusters Score -581737.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -581746.062500 Penalty: 4055.490234
	Iteration 28Q: 3 clusters Score -581746.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -581758.000000 Penalty: 4055.490234
	Iteration 29Q: 3 clusters Score -581758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -581770.437500 Penalty: 4055.490234
	Iteration 30Q: 3 clusters Score -581770.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -581782.750000 Penalty: 4055.490234
	Iteration 31Q: 3 clusters Score -581782.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -581794.687500 Penalty: 4055.490234
	Iteration 32Q: 3 clusters Score -581794.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -581804.687500 Penalty: 4055.490234
	Iteration 33Q: 3 clusters Score -581804.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -581814.187500 Penalty: 4055.490234
	Iteration 34Q: 3 clusters Score -581814.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -581824.750000 Penalty: 4055.490234
	Iteration 35Q: 3 clusters Score -581824.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -581832.375000 Penalty: 4055.490234
	Iteration 36Q: 3 clusters Score -581832.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -581839.625000 Penalty: 4055.490234
	Iteration 37Q: 3 clusters Score -581839.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -581845.125000 Penalty: 4055.490234
	Iteration 38Q: 3 clusters Score -581845.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -581851.562500 Penalty: 4055.490234
	Iteration 39Q: 3 clusters Score -581851.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -581855.625000 Penalty: 4055.490234
	Iteration 40F: 3 clusters Score -581855.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -581858.562500 Penalty: 4055.490234
	Iteration 41Q: 3 clusters Score -581858.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -581863.375000 Penalty: 4055.490234
	Iteration 42Q: 3 clusters Score -581863.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -581868.375000 Penalty: 4055.490234
	Iteration 43Q: 3 clusters Score -581868.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -581870.562500 Penalty: 4055.490234
	Iteration 44Q: 3 clusters Score -581870.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -581875.375000 Penalty: 4055.490234
	Iteration 45Q: 3 clusters Score -581875.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -581878.625000 Penalty: 4055.490234
	Iteration 46Q: 3 clusters Score -581878.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -581882.312500 Penalty: 4055.490234
	Iteration 47Q: 3 clusters Score -581882.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -581883.437500 Penalty: 4055.490234
	Iteration 48Q: 3 clusters Score -581883.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -581885.625000 Penalty: 4055.490234
	Iteration 49Q: 3 clusters Score -581885.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -581887.437500 Penalty: 4055.490234
	Iteration 50Q: 3 clusters Score -581887.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -581888.500000 Penalty: 4055.490234
	Iteration 51Q: 3 clusters Score -581888.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -581889.500000 Penalty: 4055.490234
	Iteration 52Q: 3 clusters Score -581889.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -581889.437500 Penalty: 4055.490234
	Iteration 53Q: 3 clusters Score -581889.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -581889.437500 Penalty: 4055.490234
	Iteration 54F: 3 clusters Score -581889.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Entering Unmasked Estep 
Score: -1717154.250000 Penalty: 2313.529053
	Iteration 0F: 2 clusters Score -1717154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1708597.500000 Penalty: 4627.058105
	Iteration 0F: 3 clusters Score -1708598 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1711413.750000 Penalty: 4627.058105
	Iteration 1F: 3 clusters Score -1711414 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1712054.750000 Penalty: 4627.058105
	Iteration 2F: 3 clusters Score -1712055 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1712715.500000 Penalty: 4627.058105
	Iteration 3F: 3 clusters Score -1712716 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1713279.875000 Penalty: 4627.058105
	Iteration 4F: 3 clusters Score -1713280 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1713724.625000 Penalty: 4627.058105
	Iteration 5F: 3 clusters Score -1713725 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1714049.125000 Penalty: 4627.058105
	Iteration 6Q: 3 clusters Score -1714049 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1714313.875000 Penalty: 4627.058105
	Iteration 7Q: 3 clusters Score -1714314 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1714499.625000 Penalty: 4627.058105
	Iteration 8Q: 3 clusters Score -1714500 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1714640.375000 Penalty: 4627.058105
	Iteration 9Q: 3 clusters Score -1714640 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1714768.375000 Penalty: 4627.058105
	Iteration 10Q: 3 clusters Score -1714768 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1714857.375000 Penalty: 4627.058105
	Iteration 11Q: 3 clusters Score -1714857 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1714941.500000 Penalty: 4627.058105
	Iteration 12Q: 3 clusters Score -1714942 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1715005.125000 Penalty: 4627.058105
	Iteration 13Q: 3 clusters Score -1715005 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1715063.375000 Penalty: 4627.058105
	Iteration 14Q: 3 clusters Score -1715063 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1715120.500000 Penalty: 4627.058105
	Iteration 15Q: 3 clusters Score -1715120 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1715165.000000 Penalty: 4627.058105
	Iteration 16Q: 3 clusters Score -1715165 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1715205.750000 Penalty: 4627.058105
	Iteration 17Q: 3 clusters Score -1715206 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1715248.250000 Penalty: 4627.058105
	Iteration 18Q: 3 clusters Score -1715248 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1715290.875000 Penalty: 4627.058105
	Iteration 19Q: 3 clusters Score -1715291 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1715330.625000 Penalty: 4627.058105
	Iteration 20F: 3 clusters Score -1715331 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1715377.250000 Penalty: 4627.058105
	Iteration 21Q: 3 clusters Score -1715377 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1715408.000000 Penalty: 4627.058105
	Iteration 22Q: 3 clusters Score -1715408 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1715440.125000 Penalty: 4627.058105
	Iteration 23Q: 3 clusters Score -1715440 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1715478.875000 Penalty: 4627.058105
	Iteration 24Q: 3 clusters Score -1715479 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1715529.875000 Penalty: 4627.058105
	Iteration 25Q: 3 clusters Score -1715530 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1715587.000000 Penalty: 4627.058105
	Iteration 26Q: 3 clusters Score -1715587 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1715642.625000 Penalty: 4627.058105
	Iteration 27Q: 3 clusters Score -1715643 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1715691.500000 Penalty: 4627.058105
	Iteration 28Q: 3 clusters Score -1715692 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1715730.500000 Penalty: 4627.058105
	Iteration 29Q: 3 clusters Score -1715730 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1715773.125000 Penalty: 4627.058105
	Iteration 30Q: 3 clusters Score -1715773 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1715820.250000 Penalty: 4627.058105
	Iteration 31Q: 3 clusters Score -1715820 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1715859.750000 Penalty: 4627.058105
	Iteration 32Q: 3 clusters Score -1715860 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1715908.875000 Penalty: 4627.058105
	Iteration 33Q: 3 clusters Score -1715909 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1715944.875000 Penalty: 4627.058105
	Iteration 34Q: 3 clusters Score -1715945 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1715988.875000 Penalty: 4627.058105
	Iteration 35Q: 3 clusters Score -1715989 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1716032.750000 Penalty: 4627.058105
	Iteration 36Q: 3 clusters Score -1716033 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1716058.875000 Penalty: 4627.058105
	Iteration 37Q: 3 clusters Score -1716059 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1716081.250000 Penalty: 4627.058105
	Iteration 38Q: 3 clusters Score -1716081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1716095.125000 Penalty: 4627.058105
	Iteration 39Q: 3 clusters Score -1716095 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1716108.875000 Penalty: 4627.058105
	Iteration 40F: 3 clusters Score -1716109 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1716126.625000 Penalty: 4627.058105
	Iteration 41Q: 3 clusters Score -1716127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1716143.125000 Penalty: 4627.058105
	Iteration 42Q: 3 clusters Score -1716143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1716155.875000 Penalty: 4627.058105
	Iteration 43Q: 3 clusters Score -1716156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1716181.750000 Penalty: 4627.058105
	Iteration 44Q: 3 clusters Score -1716182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1716194.125000 Penalty: 4627.058105
	Iteration 45Q: 3 clusters Score -1716194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1716203.875000 Penalty: 4627.058105
	Iteration 46Q: 3 clusters Score -1716204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1716213.375000 Penalty: 4627.058105
	Iteration 47Q: 3 clusters Score -1716213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1716220.125000 Penalty: 4627.058105
	Iteration 48Q: 3 clusters Score -1716220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1716227.500000 Penalty: 4627.058105
	Iteration 49Q: 3 clusters Score -1716228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1716229.250000 Penalty: 4627.058105
	Iteration 50Q: 3 clusters Score -1716229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1716239.750000 Penalty: 4627.058105
	Iteration 51Q: 3 clusters Score -1716240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1716241.250000 Penalty: 4627.058105
	Iteration 52Q: 3 clusters Score -1716241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1716240.500000 Penalty: 4627.058105
	Iteration 53Q: 3 clusters Score -1716240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1716243.875000 Penalty: 4627.058105
	Iteration 54Q: 3 clusters Score -1716244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1716247.375000 Penalty: 4627.058105
	Iteration 55Q: 3 clusters Score -1716247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1716249.500000 Penalty: 4627.058105
	Iteration 56Q: 3 clusters Score -1716250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1716252.375000 Penalty: 4627.058105
	Iteration 57Q: 3 clusters Score -1716252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1716250.875000 Penalty: 4627.058105
	Iteration 58Q: 3 clusters Score -1716251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1716253.625000 Penalty: 4627.058105
	Iteration 59Q: 3 clusters Score -1716254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1716256.625000 Penalty: 4627.058105
	Iteration 60F: 3 clusters Score -1716257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1716258.750000 Penalty: 4627.058105
	Iteration 61Q: 3 clusters Score -1716259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1716258.000000 Penalty: 4627.058105
	Iteration 62Q: 3 clusters Score -1716258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1716267.625000 Penalty: 4627.058105
	Iteration 63Q: 3 clusters Score -1716268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1716271.125000 Penalty: 4627.058105
	Iteration 64Q: 3 clusters Score -1716271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1716270.500000 Penalty: 4627.058105
	Iteration 65Q: 3 clusters Score -1716270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1716273.125000 Penalty: 4627.058105
	Iteration 66Q: 3 clusters Score -1716273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1716273.750000 Penalty: 4627.058105
	Iteration 67Q: 3 clusters Score -1716274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1716276.750000 Penalty: 4627.058105
	Iteration 68Q: 3 clusters Score -1716277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1716277.250000 Penalty: 4627.058105
	Iteration 69Q: 3 clusters Score -1716277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1716283.250000 Penalty: 4627.058105
	Iteration 70Q: 3 clusters Score -1716283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1716282.250000 Penalty: 4627.058105
	Iteration 71Q: 3 clusters Score -1716282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1716280.500000 Penalty: 4627.058105
	Iteration 72Q: 3 clusters Score -1716280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1716281.000000 Penalty: 4627.058105
	Iteration 73Q: 3 clusters Score -1716281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1716280.875000 Penalty: 4627.058105
	Iteration 74Q: 3 clusters Score -1716281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1716281.875000 Penalty: 4627.058105
	Iteration 75Q: 3 clusters Score -1716282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1716286.625000 Penalty: 4627.058105
	Iteration 76Q: 3 clusters Score -1716287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1716284.000000 Penalty: 4627.058105
	Iteration 77Q: 3 clusters Score -1716284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1716284.375000 Penalty: 4627.058105
	Iteration 78Q: 3 clusters Score -1716284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1716286.875000 Penalty: 4627.058105
	Iteration 79Q: 3 clusters Score -1716287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1716285.875000 Penalty: 4627.058105
	Iteration 80F: 3 clusters Score -1716286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1716285.625000 Penalty: 4627.058105
	Iteration 81Q: 3 clusters Score -1716286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1716287.875000 Penalty: 4627.058105
	Iteration 82Q: 3 clusters Score -1716288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1716291.125000 Penalty: 4627.058105
	Iteration 83Q: 3 clusters Score -1716291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1716289.125000 Penalty: 4627.058105
	Iteration 84Q: 3 clusters Score -1716289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1716292.000000 Penalty: 4627.058105
	Iteration 85Q: 3 clusters Score -1716292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1716294.000000 Penalty: 4627.058105
	Iteration 86Q: 3 clusters Score -1716294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1716297.000000 Penalty: 4627.058105
	Iteration 87Q: 3 clusters Score -1716297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1716297.125000 Penalty: 4627.058105
	Iteration 88Q: 3 clusters Score -1716297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1716298.500000 Penalty: 4627.058105
	Iteration 89Q: 3 clusters Score -1716298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1716297.250000 Penalty: 4627.058105
	Iteration 90Q: 3 clusters Score -1716297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1716299.125000 Penalty: 4627.058105
	Iteration 91Q: 3 clusters Score -1716299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1716300.125000 Penalty: 4627.058105
	Iteration 92Q: 3 clusters Score -1716300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1716303.250000 Penalty: 4627.058105
	Iteration 93Q: 3 clusters Score -1716303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1716303.250000 Penalty: 4627.058105
	Iteration 94F: 3 clusters Score -1716303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Entering Unmasked Estep 
Score: -1914911.625000 Penalty: 2329.958252
	Iteration 0F: 2 clusters Score -1914912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1905980.375000 Penalty: 4659.916504
	Iteration 0F: 3 clusters Score -1905980 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1908953.000000 Penalty: 4659.916504
	Iteration 1F: 3 clusters Score -1908953 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1909708.125000 Penalty: 4659.916504
	Iteration 2F: 3 clusters Score -1909708 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1910540.125000 Penalty: 4659.916504
	Iteration 3F: 3 clusters Score -1910540 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1911385.250000 Penalty: 4659.916504
	Iteration 4F: 3 clusters Score -1911385 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1912134.625000 Penalty: 4659.916504
	Iteration 5F: 3 clusters Score -1912135 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1912622.750000 Penalty: 4659.916504
	Iteration 6F: 3 clusters Score -1912623 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1912952.000000 Penalty: 4659.916504
	Iteration 7Q: 3 clusters Score -1912952 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1913228.500000 Penalty: 4659.916504
	Iteration 8Q: 3 clusters Score -1913228 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1913416.625000 Penalty: 4659.916504
	Iteration 9Q: 3 clusters Score -1913417 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1913542.375000 Penalty: 4659.916504
	Iteration 10Q: 3 clusters Score -1913542 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1913645.500000 Penalty: 4659.916504
	Iteration 11Q: 3 clusters Score -1913646 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1913730.250000 Penalty: 4659.916504
	Iteration 12Q: 3 clusters Score -1913730 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1913807.875000 Penalty: 4659.916504
	Iteration 13Q: 3 clusters Score -1913808 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1913871.875000 Penalty: 4659.916504
	Iteration 14Q: 3 clusters Score -1913872 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1913926.750000 Penalty: 4659.916504
	Iteration 15Q: 3 clusters Score -1913927 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1913971.375000 Penalty: 4659.916504
	Iteration 16Q: 3 clusters Score -1913971 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1913988.250000 Penalty: 4659.916504
	Iteration 17Q: 3 clusters Score -1913988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1914011.000000 Penalty: 4659.916504
	Iteration 18Q: 3 clusters Score -1914011 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1914032.125000 Penalty: 4659.916504
	Iteration 19Q: 3 clusters Score -1914032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1914044.750000 Penalty: 4659.916504
	Iteration 20F: 3 clusters Score -1914045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1914053.125000 Penalty: 4659.916504
	Iteration 21Q: 3 clusters Score -1914053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1914066.750000 Penalty: 4659.916504
	Iteration 22Q: 3 clusters Score -1914067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1914075.375000 Penalty: 4659.916504
	Iteration 23Q: 3 clusters Score -1914075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1914077.875000 Penalty: 4659.916504
	Iteration 24Q: 3 clusters Score -1914078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1914085.000000 Penalty: 4659.916504
	Iteration 25Q: 3 clusters Score -1914085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1914088.875000 Penalty: 4659.916504
	Iteration 26Q: 3 clusters Score -1914089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1914095.125000 Penalty: 4659.916504
	Iteration 27Q: 3 clusters Score -1914095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1914098.625000 Penalty: 4659.916504
	Iteration 28Q: 3 clusters Score -1914099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1914109.875000 Penalty: 4659.916504
	Iteration 29Q: 3 clusters Score -1914110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1914130.875000 Penalty: 4659.916504
	Iteration 30Q: 3 clusters Score -1914131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1914141.000000 Penalty: 4659.916504
	Iteration 31Q: 3 clusters Score -1914141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1914166.500000 Penalty: 4659.916504
	Iteration 32Q: 3 clusters Score -1914166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1914196.375000 Penalty: 4659.916504
	Iteration 33Q: 3 clusters Score -1914196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1914227.125000 Penalty: 4659.916504
	Iteration 34Q: 3 clusters Score -1914227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1914241.000000 Penalty: 4659.916504
	Iteration 35Q: 3 clusters Score -1914241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1914249.375000 Penalty: 4659.916504
	Iteration 36Q: 3 clusters Score -1914249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1914268.750000 Penalty: 4659.916504
	Iteration 37Q: 3 clusters Score -1914269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1914277.500000 Penalty: 4659.916504
	Iteration 38Q: 3 clusters Score -1914278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1914285.500000 Penalty: 4659.916504
	Iteration 39Q: 3 clusters Score -1914286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1914295.875000 Penalty: 4659.916504
	Iteration 40F: 3 clusters Score -1914296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1914305.250000 Penalty: 4659.916504
	Iteration 41Q: 3 clusters Score -1914305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1914313.875000 Penalty: 4659.916504
	Iteration 42Q: 3 clusters Score -1914314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1914326.875000 Penalty: 4659.916504
	Iteration 43Q: 3 clusters Score -1914327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1914331.000000 Penalty: 4659.916504
	Iteration 44Q: 3 clusters Score -1914331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1914335.125000 Penalty: 4659.916504
	Iteration 45Q: 3 clusters Score -1914335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1914340.125000 Penalty: 4659.916504
	Iteration 46Q: 3 clusters Score -1914340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1914349.750000 Penalty: 4659.916504
	Iteration 47Q: 3 clusters Score -1914350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1914356.875000 Penalty: 4659.916504
	Iteration 48Q: 3 clusters Score -1914357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1914358.875000 Penalty: 4659.916504
	Iteration 49Q: 3 clusters Score -1914359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1914361.250000 Penalty: 4659.916504
	Iteration 50Q: 3 clusters Score -1914361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1914367.250000 Penalty: 4659.916504
	Iteration 51Q: 3 clusters Score -1914367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1914364.875000 Penalty: 4659.916504
	Iteration 52Q: 3 clusters Score -1914365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1914364.125000 Penalty: 4659.916504
	Iteration 53Q: 3 clusters Score -1914364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1914367.750000 Penalty: 4659.916504
	Iteration 54Q: 3 clusters Score -1914368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1914365.750000 Penalty: 4659.916504
	Iteration 55Q: 3 clusters Score -1914366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1914365.750000 Penalty: 4659.916504
	Iteration 56F: 3 clusters Score -1914366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Entering Unmasked Estep 
Score: -617896.875000 Penalty: 2035.300415
	Iteration 0F: 2 clusters Score -617896.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -614222.500000 Penalty: 4070.600830
	Iteration 0F: 3 clusters Score -614222.5 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -615072.562500 Penalty: 4070.600830
	Iteration 1F: 3 clusters Score -615072.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -615328.437500 Penalty: 4070.600830
	Iteration 2F: 3 clusters Score -615328.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -615502.312500 Penalty: 4070.600830
	Iteration 3F: 3 clusters Score -615502.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -615654.500000 Penalty: 4070.600830
	Iteration 4F: 3 clusters Score -615654.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -615799.125000 Penalty: 4070.600830
	Iteration 5Q: 3 clusters Score -615799.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -615949.250000 Penalty: 4070.600830
	Iteration 6Q: 3 clusters Score -615949.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -616084.687500 Penalty: 4070.600830
	Iteration 7Q: 3 clusters Score -616084.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -616240.000000 Penalty: 4070.600830
	Iteration 8Q: 3 clusters Score -616240 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -616382.750000 Penalty: 4070.600830
	Iteration 9Q: 3 clusters Score -616382.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -616512.125000 Penalty: 4070.600830
	Iteration 10Q: 3 clusters Score -616512.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -616615.625000 Penalty: 4070.600830
	Iteration 11Q: 3 clusters Score -616615.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -616710.375000 Penalty: 4070.600830
	Iteration 12Q: 3 clusters Score -616710.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -616796.000000 Penalty: 4070.600830
	Iteration 13Q: 3 clusters Score -616796 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -616854.437500 Penalty: 4070.600830
	Iteration 14Q: 3 clusters Score -616854.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -616893.375000 Penalty: 4070.600830
	Iteration 15Q: 3 clusters Score -616893.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -616925.375000 Penalty: 4070.600830
	Iteration 16Q: 3 clusters Score -616925.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -616947.375000 Penalty: 4070.600830
	Iteration 17Q: 3 clusters Score -616947.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -616962.937500 Penalty: 4070.600830
	Iteration 18Q: 3 clusters Score -616962.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -616969.062500 Penalty: 4070.600830
	Iteration 19Q: 3 clusters Score -616969.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -616974.312500 Penalty: 4070.600830
	Iteration 20F: 3 clusters Score -616974.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -616976.437500 Penalty: 4070.600830
	Iteration 21Q: 3 clusters Score -616976.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -616977.062500 Penalty: 4070.600830
	Iteration 22Q: 3 clusters Score -616977.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -616979.187500 Penalty: 4070.600830
	Iteration 23Q: 3 clusters Score -616979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -616982.375000 Penalty: 4070.600830
	Iteration 24Q: 3 clusters Score -616982.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -616981.687500 Penalty: 4070.600830
	Iteration 25Q: 3 clusters Score -616981.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -616981.375000 Penalty: 4070.600830
	Iteration 26Q: 3 clusters Score -616981.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -616981.000000 Penalty: 4070.600830
	Iteration 27Q: 3 clusters Score -616981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -616981.000000 Penalty: 4070.600830
	Iteration 28F: 3 clusters Score -616981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Entering Unmasked Estep 
Score: -2118321.000000 Penalty: 2352.923340
	Iteration 0F: 2 clusters Score -2118321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2108592.500000 Penalty: 4705.846680
	Iteration 0F: 3 clusters Score -2108592 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2111724.250000 Penalty: 4705.846680
	Iteration 1F: 3 clusters Score -2111724 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2112193.750000 Penalty: 4705.846680
	Iteration 2F: 3 clusters Score -2112194 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2112583.250000 Penalty: 4705.846680
	Iteration 3F: 3 clusters Score -2112583 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2112939.000000 Penalty: 4705.846680
	Iteration 4F: 3 clusters Score -2112939 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2113272.500000 Penalty: 4705.846680
	Iteration 5Q: 3 clusters Score -2113272 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2113622.000000 Penalty: 4705.846680
	Iteration 6Q: 3 clusters Score -2113622 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2113975.250000 Penalty: 4705.846680
	Iteration 7Q: 3 clusters Score -2113975 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2114278.750000 Penalty: 4705.846680
	Iteration 8Q: 3 clusters Score -2114279 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2114540.500000 Penalty: 4705.846680
	Iteration 9Q: 3 clusters Score -2114540 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2114775.250000 Penalty: 4705.846680
	Iteration 10Q: 3 clusters Score -2114775 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2114984.750000 Penalty: 4705.846680
	Iteration 11Q: 3 clusters Score -2114985 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2115200.750000 Penalty: 4705.846680
	Iteration 12Q: 3 clusters Score -2115201 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2115395.000000 Penalty: 4705.846680
	Iteration 13Q: 3 clusters Score -2115395 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2115570.000000 Penalty: 4705.846680
	Iteration 14Q: 3 clusters Score -2115570 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2115700.500000 Penalty: 4705.846680
	Iteration 15Q: 3 clusters Score -2115700 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2115808.250000 Penalty: 4705.846680
	Iteration 16Q: 3 clusters Score -2115808 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2115903.250000 Penalty: 4705.846680
	Iteration 17Q: 3 clusters Score -2115903 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2115993.750000 Penalty: 4705.846680
	Iteration 18Q: 3 clusters Score -2115994 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2116085.750000 Penalty: 4705.846680
	Iteration 19Q: 3 clusters Score -2116086 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2116142.250000 Penalty: 4705.846680
	Iteration 20F: 3 clusters Score -2116142 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2116193.500000 Penalty: 4705.846680
	Iteration 21Q: 3 clusters Score -2116194 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2116239.000000 Penalty: 4705.846680
	Iteration 22Q: 3 clusters Score -2116239 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2116276.250000 Penalty: 4705.846680
	Iteration 23Q: 3 clusters Score -2116276 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2116302.000000 Penalty: 4705.846680
	Iteration 24Q: 3 clusters Score -2116302 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2116334.500000 Penalty: 4705.846680
	Iteration 25Q: 3 clusters Score -2116334 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2116358.500000 Penalty: 4705.846680
	Iteration 26Q: 3 clusters Score -2116358 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2116376.250000 Penalty: 4705.846680
	Iteration 27Q: 3 clusters Score -2116376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2116393.250000 Penalty: 4705.846680
	Iteration 28Q: 3 clusters Score -2116393 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2116409.250000 Penalty: 4705.846680
	Iteration 29Q: 3 clusters Score -2116409 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2116425.250000 Penalty: 4705.846680
	Iteration 30Q: 3 clusters Score -2116425 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2116443.250000 Penalty: 4705.846680
	Iteration 31Q: 3 clusters Score -2116443 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2116458.250000 Penalty: 4705.846680
	Iteration 32Q: 3 clusters Score -2116458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2116473.000000 Penalty: 4705.846680
	Iteration 33Q: 3 clusters Score -2116473 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2116479.250000 Penalty: 4705.846680
	Iteration 34Q: 3 clusters Score -2116479 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2116486.500000 Penalty: 4705.846680
	Iteration 35Q: 3 clusters Score -2116486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2116494.750000 Penalty: 4705.846680
	Iteration 36Q: 3 clusters Score -2116495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2116507.250000 Penalty: 4705.846680
	Iteration 37Q: 3 clusters Score -2116507 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2116516.250000 Penalty: 4705.846680
	Iteration 38Q: 3 clusters Score -2116516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2116517.750000 Penalty: 4705.846680
	Iteration 39Q: 3 clusters Score -2116518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2116526.500000 Penalty: 4705.846680
	Iteration 40F: 3 clusters Score -2116526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2116534.250000 Penalty: 4705.846680
	Iteration 41Q: 3 clusters Score -2116534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2116542.000000 Penalty: 4705.846680
	Iteration 42Q: 3 clusters Score -2116542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2116561.750000 Penalty: 4705.846680
	Iteration 43Q: 3 clusters Score -2116562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2116569.500000 Penalty: 4705.846680
	Iteration 44Q: 3 clusters Score -2116570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2116576.500000 Penalty: 4705.846680
	Iteration 45Q: 3 clusters Score -2116576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2116581.750000 Penalty: 4705.846680
	Iteration 46Q: 3 clusters Score -2116582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2116591.750000 Penalty: 4705.846680
	Iteration 47Q: 3 clusters Score -2116592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2116602.250000 Penalty: 4705.846680
	Iteration 48Q: 3 clusters Score -2116602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2116613.500000 Penalty: 4705.846680
	Iteration 49Q: 3 clusters Score -2116614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2116616.500000 Penalty: 4705.846680
	Iteration 50Q: 3 clusters Score -2116616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2116626.750000 Penalty: 4705.846680
	Iteration 51Q: 3 clusters Score -2116627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2116635.000000 Penalty: 4705.846680
	Iteration 52Q: 3 clusters Score -2116635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2116638.750000 Penalty: 4705.846680
	Iteration 53Q: 3 clusters Score -2116639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2116640.250000 Penalty: 4705.846680
	Iteration 54Q: 3 clusters Score -2116640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2116649.250000 Penalty: 4705.846680
	Iteration 55Q: 3 clusters Score -2116649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2116646.500000 Penalty: 4705.846680
	Iteration 56Q: 3 clusters Score -2116646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2116647.750000 Penalty: 4705.846680
	Iteration 57Q: 3 clusters Score -2116648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2116648.750000 Penalty: 4705.846680
	Iteration 58Q: 3 clusters Score -2116649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2116648.750000 Penalty: 4705.846680
	Iteration 59F: 3 clusters Score -2116649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Entering Unmasked Estep 
Score: -2335886.500000 Penalty: 2364.400146
	Iteration 0F: 2 clusters Score -2335886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2325769.000000 Penalty: 4728.800293
	Iteration 0F: 3 clusters Score -2325769 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2328910.250000 Penalty: 4728.800293
	Iteration 1F: 3 clusters Score -2328910 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2329225.750000 Penalty: 4728.800293
	Iteration 2F: 3 clusters Score -2329226 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2329496.500000 Penalty: 4728.800293
	Iteration 3Q: 3 clusters Score -2329496 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2329746.250000 Penalty: 4728.800293
	Iteration 4Q: 3 clusters Score -2329746 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2329994.000000 Penalty: 4728.800293
	Iteration 5Q: 3 clusters Score -2329994 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2330296.750000 Penalty: 4728.800293
	Iteration 6Q: 3 clusters Score -2330297 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2330630.250000 Penalty: 4728.800293
	Iteration 7Q: 3 clusters Score -2330630 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2330958.750000 Penalty: 4728.800293
	Iteration 8Q: 3 clusters Score -2330959 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2331257.250000 Penalty: 4728.800293
	Iteration 9Q: 3 clusters Score -2331257 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2331524.250000 Penalty: 4728.800293
	Iteration 10Q: 3 clusters Score -2331524 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2331787.750000 Penalty: 4728.800293
	Iteration 11Q: 3 clusters Score -2331788 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2332033.000000 Penalty: 4728.800293
	Iteration 12Q: 3 clusters Score -2332033 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2332247.250000 Penalty: 4728.800293
	Iteration 13Q: 3 clusters Score -2332247 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2332438.750000 Penalty: 4728.800293
	Iteration 14Q: 3 clusters Score -2332439 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2332619.250000 Penalty: 4728.800293
	Iteration 15Q: 3 clusters Score -2332619 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2332776.750000 Penalty: 4728.800293
	Iteration 16Q: 3 clusters Score -2332777 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2332902.750000 Penalty: 4728.800293
	Iteration 17Q: 3 clusters Score -2332903 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2333037.250000 Penalty: 4728.800293
	Iteration 18Q: 3 clusters Score -2333037 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2333161.750000 Penalty: 4728.800293
	Iteration 19Q: 3 clusters Score -2333162 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2333274.000000 Penalty: 4728.800293
	Iteration 20F: 3 clusters Score -2333274 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2333363.500000 Penalty: 4728.800293
	Iteration 21Q: 3 clusters Score -2333364 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2333448.500000 Penalty: 4728.800293
	Iteration 22Q: 3 clusters Score -2333448 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2333537.000000 Penalty: 4728.800293
	Iteration 23Q: 3 clusters Score -2333537 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2333590.750000 Penalty: 4728.800293
	Iteration 24Q: 3 clusters Score -2333591 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2333631.000000 Penalty: 4728.800293
	Iteration 25Q: 3 clusters Score -2333631 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2333671.750000 Penalty: 4728.800293
	Iteration 26Q: 3 clusters Score -2333672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2333692.500000 Penalty: 4728.800293
	Iteration 27Q: 3 clusters Score -2333692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2333718.750000 Penalty: 4728.800293
	Iteration 28Q: 3 clusters Score -2333719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2333737.000000 Penalty: 4728.800293
	Iteration 29Q: 3 clusters Score -2333737 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2333759.000000 Penalty: 4728.800293
	Iteration 30Q: 3 clusters Score -2333759 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2333782.750000 Penalty: 4728.800293
	Iteration 31Q: 3 clusters Score -2333783 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2333800.250000 Penalty: 4728.800293
	Iteration 32Q: 3 clusters Score -2333800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2333814.750000 Penalty: 4728.800293
	Iteration 33Q: 3 clusters Score -2333815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2333824.250000 Penalty: 4728.800293
	Iteration 34Q: 3 clusters Score -2333824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2333835.500000 Penalty: 4728.800293
	Iteration 35Q: 3 clusters Score -2333836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2333843.250000 Penalty: 4728.800293
	Iteration 36Q: 3 clusters Score -2333843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2333848.500000 Penalty: 4728.800293
	Iteration 37Q: 3 clusters Score -2333848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2333852.000000 Penalty: 4728.800293
	Iteration 38Q: 3 clusters Score -2333852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2333861.750000 Penalty: 4728.800293
	Iteration 39Q: 3 clusters Score -2333862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2333865.750000 Penalty: 4728.800293
	Iteration 40F: 3 clusters Score -2333866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2333870.250000 Penalty: 4728.800293
	Iteration 41Q: 3 clusters Score -2333870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2333881.250000 Penalty: 4728.800293
	Iteration 42Q: 3 clusters Score -2333881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2333880.750000 Penalty: 4728.800293
	Iteration 43Q: 3 clusters Score -2333881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2333877.250000 Penalty: 4728.800293
	Iteration 44Q: 3 clusters Score -2333877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2333880.000000 Penalty: 4728.800293
	Iteration 45Q: 3 clusters Score -2333880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2333890.000000 Penalty: 4728.800293
	Iteration 46Q: 3 clusters Score -2333890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2333894.000000 Penalty: 4728.800293
	Iteration 47Q: 3 clusters Score -2333894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2333898.750000 Penalty: 4728.800293
	Iteration 48Q: 3 clusters Score -2333899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2333904.500000 Penalty: 4728.800293
	Iteration 49Q: 3 clusters Score -2333904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2333911.000000 Penalty: 4728.800293
	Iteration 50Q: 3 clusters Score -2333911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2333907.750000 Penalty: 4728.800293
	Iteration 51Q: 3 clusters Score -2333908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2333913.500000 Penalty: 4728.800293
	Iteration 52Q: 3 clusters Score -2333914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2333914.000000 Penalty: 4728.800293
	Iteration 53Q: 3 clusters Score -2333914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2333919.500000 Penalty: 4728.800293
	Iteration 54Q: 3 clusters Score -2333920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2333920.750000 Penalty: 4728.800293
	Iteration 55Q: 3 clusters Score -2333921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2333922.000000 Penalty: 4728.800293
	Iteration 56Q: 3 clusters Score -2333922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2333921.750000 Penalty: 4728.800293
	Iteration 57Q: 3 clusters Score -2333922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2333924.000000 Penalty: 4728.800293
	Iteration 58Q: 3 clusters Score -2333924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2333924.000000 Penalty: 4728.800293
	Iteration 59F: 3 clusters Score -2333924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -46702.746094 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -46702.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45426.863281 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -45426.86 nChanged 44
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: -45555.578125 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -45555.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45571.660156 Penalty: 2861.087158
	Iteration 2Q: 3 clusters Score -45571.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -45587.375000 Penalty: 2861.087158
	Iteration 3Q: 3 clusters Score -45587.38 nChanged 3
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: -45595.398438 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -45595.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45605.632812 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -45605.63 nChanged 4
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: -45622.765625 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -45622.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -45625.308594 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -45625.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45627.960938 Penalty: 2861.087158
	Iteration 8Q: 3 clusters Score -45627.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45632.429688 Penalty: 2861.087158
	Iteration 9Q: 3 clusters Score -45632.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45634.988281 Penalty: 2861.087158
	Iteration 10Q: 3 clusters Score -45634.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45634.988281 Penalty: 2861.087158
	Iteration 11F: 3 clusters Score -45634.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -198379.062500 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -198379.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -196309.203125 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -196309.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -196616.093750 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -196616.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -196704.328125 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -196704.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -196739.750000 Penalty: 3514.606934
	Iteration 3Q: 3 clusters Score -196739.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -196770.500000 Penalty: 3514.606934
	Iteration 4Q: 3 clusters Score -196770.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -196784.046875 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -196784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -196793.109375 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -196793.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -196800.156250 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -196800.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -196809.906250 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -196809.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -196818.703125 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -196818.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -196822.859375 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -196822.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -196825.093750 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -196825.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -196825.453125 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -196825.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -196825.453125 Penalty: 3514.606934
	Iteration 13F: 3 clusters Score -196825.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Entering Unmasked Estep 
Score: -1036563.562500 Penalty: 2166.130859
	Iteration 0F: 2 clusters Score -1036564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1031269.125000 Penalty: 4332.261719
	Iteration 0F: 3 clusters Score -1031269 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1032770.750000 Penalty: 4332.261719
	Iteration 1F: 3 clusters Score -1032771 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1033203.687500 Penalty: 4332.261719
	Iteration 2F: 3 clusters Score -1033204 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1033537.625000 Penalty: 4332.261719
	Iteration 3F: 3 clusters Score -1033538 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1033998.187500 Penalty: 4332.261719
	Iteration 4F: 3 clusters Score -1033998 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1034625.375000 Penalty: 4332.261719
	Iteration 5F: 3 clusters Score -1034625 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1035167.875000 Penalty: 4332.261719
	Iteration 6F: 3 clusters Score -1035168 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1035524.937500 Penalty: 4332.261719
	Iteration 7F: 3 clusters Score -1035525 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1035719.875000 Penalty: 4332.261719
	Iteration 8Q: 3 clusters Score -1035720 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1035808.937500 Penalty: 4332.261719
	Iteration 9Q: 3 clusters Score -1035809 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1035855.125000 Penalty: 4332.261719
	Iteration 10Q: 3 clusters Score -1035855 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1035873.625000 Penalty: 4332.261719
	Iteration 11Q: 3 clusters Score -1035874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1035884.312500 Penalty: 4332.261719
	Iteration 12Q: 3 clusters Score -1035884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1035890.312500 Penalty: 4332.261719
	Iteration 13Q: 3 clusters Score -1035890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1035892.250000 Penalty: 4332.261719
	Iteration 14Q: 3 clusters Score -1035892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1035894.750000 Penalty: 4332.261719
	Iteration 15Q: 3 clusters Score -1035895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1035898.062500 Penalty: 4332.261719
	Iteration 16Q: 3 clusters Score -1035898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1035901.125000 Penalty: 4332.261719
	Iteration 17Q: 3 clusters Score -1035901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1035903.500000 Penalty: 4332.261719
	Iteration 18Q: 3 clusters Score -1035904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1035904.875000 Penalty: 4332.261719
	Iteration 19Q: 3 clusters Score -1035905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1035903.875000 Penalty: 4332.261719
	Iteration 20F: 3 clusters Score -1035904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1035905.437500 Penalty: 4332.261719
	Iteration 21Q: 3 clusters Score -1035905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1035905.437500 Penalty: 4332.261719
	Iteration 22F: 3 clusters Score -1035905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54786 members 
Entering Unmasked Estep 
Score: -9312477.000000 Penalty: 2705.975098
	Iteration 0F: 2 clusters Score -9312477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -9276533.000000 Penalty: 5411.950195
	Iteration 0F: 3 clusters Score -9276533 nChanged 25481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -9291326.000000 Penalty: 5411.950195
	Iteration 1F: 3 clusters Score -9291326 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -9292653.000000 Penalty: 5411.950195
	Iteration 2F: 3 clusters Score -9292653 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -9294572.000000 Penalty: 5411.950195
	Iteration 3F: 3 clusters Score -9294572 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -9296978.000000 Penalty: 5411.950195
	Iteration 4F: 3 clusters Score -9296978 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -9299575.000000 Penalty: 5411.950195
	Iteration 5F: 3 clusters Score -9299575 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -9301582.000000 Penalty: 5411.950195
	Iteration 6F: 3 clusters Score -9301582 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -9303088.000000 Penalty: 5411.950195
	Iteration 7F: 3 clusters Score -9303088 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -9304098.000000 Penalty: 5411.950195
	Iteration 8Q: 3 clusters Score -9304098 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -9304963.000000 Penalty: 5411.950195
	Iteration 9Q: 3 clusters Score -9304963 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -9305839.000000 Penalty: 5411.950195
	Iteration 10Q: 3 clusters Score -9305839 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -9306683.000000 Penalty: 5411.950195
	Iteration 11Q: 3 clusters Score -9306683 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -9307294.000000 Penalty: 5411.950195
	Iteration 12Q: 3 clusters Score -9307294 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -9307736.000000 Penalty: 5411.950195
	Iteration 13Q: 3 clusters Score -9307736 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -9308075.000000 Penalty: 5411.950195
	Iteration 14Q: 3 clusters Score -9308075 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -9308405.000000 Penalty: 5411.950195
	Iteration 15Q: 3 clusters Score -9308405 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -9308680.000000 Penalty: 5411.950195
	Iteration 16Q: 3 clusters Score -9308680 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -9308950.000000 Penalty: 5411.950195
	Iteration 17Q: 3 clusters Score -9308950 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -9309186.000000 Penalty: 5411.950195
	Iteration 18Q: 3 clusters Score -9309186 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -9309425.000000 Penalty: 5411.950195
	Iteration 19Q: 3 clusters Score -9309425 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -9309644.000000 Penalty: 5411.950195
	Iteration 20F: 3 clusters Score -9309644 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -9309820.000000 Penalty: 5411.950195
	Iteration 21Q: 3 clusters Score -9309820 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -9310002.000000 Penalty: 5411.950195
	Iteration 22Q: 3 clusters Score -9310002 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -9310131.000000 Penalty: 5411.950195
	Iteration 23Q: 3 clusters Score -9310131 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -9310247.000000 Penalty: 5411.950195
	Iteration 24Q: 3 clusters Score -9310247 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -9310317.000000 Penalty: 5411.950195
	Iteration 25Q: 3 clusters Score -9310317 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -9310406.000000 Penalty: 5411.950195
	Iteration 26Q: 3 clusters Score -9310406 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
Score: -9310451.000000 Penalty: 5411.950195
	Iteration 27Q: 3 clusters Score -9310451 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -9310486.000000 Penalty: 5411.950195
	Iteration 28Q: 3 clusters Score -9310486 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -9310515.000000 Penalty: 5411.950195
	Iteration 29Q: 3 clusters Score -9310515 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -9310539.000000 Penalty: 5411.950195
	Iteration 30Q: 3 clusters Score -9310539 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -9310568.000000 Penalty: 5411.950195
	Iteration 31Q: 3 clusters Score -9310568 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -9310571.000000 Penalty: 5411.950195
	Iteration 32Q: 3 clusters Score -9310571 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -9310595.000000 Penalty: 5411.950195
	Iteration 33Q: 3 clusters Score -9310595 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
Score: -9310616.000000 Penalty: 5411.950195
	Iteration 34Q: 3 clusters Score -9310616 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -9310642.000000 Penalty: 5411.950195
	Iteration 35Q: 3 clusters Score -9310642 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -9310639.000000 Penalty: 5411.950195
	Iteration 36Q: 3 clusters Score -9310639 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -9310642.000000 Penalty: 5411.950195
	Iteration 37Q: 3 clusters Score -9310642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -9310665.000000 Penalty: 5411.950195
	Iteration 38Q: 3 clusters Score -9310665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -9310679.000000 Penalty: 5411.950195
	Iteration 39Q: 3 clusters Score -9310679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -9310698.000000 Penalty: 5411.950195
	Iteration 40F: 3 clusters Score -9310698 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -9310713.000000 Penalty: 5411.950195
	Iteration 41Q: 3 clusters Score -9310713 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -9310694.000000 Penalty: 5411.950195
	Iteration 42Q: 3 clusters Score -9310694 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 51625 members 
Entering Unmasked Estep 
Score: -9310718.000000 Penalty: 5411.950195
	Iteration 43Q: 3 clusters Score -9310718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -9310728.000000 Penalty: 5411.950195
	Iteration 44Q: 3 clusters Score -9310728 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -9310738.000000 Penalty: 5411.950195
	Iteration 45Q: 3 clusters Score -9310738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -9310748.000000 Penalty: 5411.950195
	Iteration 46Q: 3 clusters Score -9310748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -9310755.000000 Penalty: 5411.950195
	Iteration 47Q: 3 clusters Score -9310755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -9310775.000000 Penalty: 5411.950195
	Iteration 48Q: 3 clusters Score -9310775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -9310773.000000 Penalty: 5411.950195
	Iteration 49Q: 3 clusters Score -9310773 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -9310770.000000 Penalty: 5411.950195
	Iteration 50Q: 3 clusters Score -9310770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -9310782.000000 Penalty: 5411.950195
	Iteration 51Q: 3 clusters Score -9310782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -9310771.000000 Penalty: 5411.950195
	Iteration 52Q: 3 clusters Score -9310771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -9310777.000000 Penalty: 5411.950195
	Iteration 53Q: 3 clusters Score -9310777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -9310760.000000 Penalty: 5411.950195
	Iteration 54Q: 3 clusters Score -9310760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -9310791.000000 Penalty: 5411.950195
	Iteration 55Q: 3 clusters Score -9310791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -9310793.000000 Penalty: 5411.950195
	Iteration 56Q: 3 clusters Score -9310793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -9310809.000000 Penalty: 5411.950195
	Iteration 57Q: 3 clusters Score -9310809 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -9310831.000000 Penalty: 5411.950195
	Iteration 58Q: 3 clusters Score -9310831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -9310833.000000 Penalty: 5411.950195
	Iteration 59Q: 3 clusters Score -9310833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -9310830.000000 Penalty: 5411.950195
	Iteration 60F: 3 clusters Score -9310830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -9310836.000000 Penalty: 5411.950195
	Iteration 61Q: 3 clusters Score -9310836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -9310837.000000 Penalty: 5411.950195
	Iteration 62Q: 3 clusters Score -9310837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -9310829.000000 Penalty: 5411.950195
	Iteration 63Q: 3 clusters Score -9310829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
Score: -9310824.000000 Penalty: 5411.950195
	Iteration 64Q: 3 clusters Score -9310824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -9310823.000000 Penalty: 5411.950195
	Iteration 65Q: 3 clusters Score -9310823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 52260 members 
Entering Unmasked Estep 
Score: -9310819.000000 Penalty: 5411.950195
	Iteration 66Q: 3 clusters Score -9310819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 52275 members 
Entering Unmasked Estep 
Score: -9310830.000000 Penalty: 5411.950195
	Iteration 67Q: 3 clusters Score -9310830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -9310841.000000 Penalty: 5411.950195
	Iteration 68Q: 3 clusters Score -9310841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -9310829.000000 Penalty: 5411.950195
	Iteration 69Q: 3 clusters Score -9310829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -9310834.000000 Penalty: 5411.950195
	Iteration 70Q: 3 clusters Score -9310834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -9310835.000000 Penalty: 5411.950195
	Iteration 71Q: 3 clusters Score -9310835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -9310828.000000 Penalty: 5411.950195
	Iteration 72Q: 3 clusters Score -9310828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 52323 members 
Entering Unmasked Estep 
Score: -9310829.000000 Penalty: 5411.950195
	Iteration 73Q: 3 clusters Score -9310829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -9310830.000000 Penalty: 5411.950195
	Iteration 74Q: 3 clusters Score -9310830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -9310828.000000 Penalty: 5411.950195
	Iteration 75Q: 3 clusters Score -9310828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -9310828.000000 Penalty: 5411.950195
	Iteration 76Q: 3 clusters Score -9310828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 52339 members 
Entering Unmasked Estep 
Score: -9310831.000000 Penalty: 5411.950195
	Iteration 77Q: 3 clusters Score -9310831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 52340 members 
Entering Unmasked Estep 
Score: -9310829.000000 Penalty: 5411.950195
	Iteration 78Q: 3 clusters Score -9310829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 52340 members 
Entering Unmasked Estep 
Score: -9310829.000000 Penalty: 5411.950195
	Iteration 79F: 3 clusters Score -9310829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Entering Unmasked Estep 
Score: -1898267.250000 Penalty: 2310.759766
	Iteration 0F: 2 clusters Score -1898267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1889887.500000 Penalty: 4621.519531
	Iteration 0F: 3 clusters Score -1889888 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1892490.250000 Penalty: 4621.519531
	Iteration 1F: 3 clusters Score -1892490 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1892893.000000 Penalty: 4621.519531
	Iteration 2F: 3 clusters Score -1892893 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1893217.250000 Penalty: 4621.519531
	Iteration 3F: 3 clusters Score -1893217 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1893526.875000 Penalty: 4621.519531
	Iteration 4F: 3 clusters Score -1893527 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1893850.000000 Penalty: 4621.519531
	Iteration 5Q: 3 clusters Score -1893850 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1894177.375000 Penalty: 4621.519531
	Iteration 6Q: 3 clusters Score -1894177 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1894482.375000 Penalty: 4621.519531
	Iteration 7Q: 3 clusters Score -1894482 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1894737.125000 Penalty: 4621.519531
	Iteration 8Q: 3 clusters Score -1894737 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1894933.750000 Penalty: 4621.519531
	Iteration 9Q: 3 clusters Score -1894934 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1895099.250000 Penalty: 4621.519531
	Iteration 10Q: 3 clusters Score -1895099 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1895224.125000 Penalty: 4621.519531
	Iteration 11Q: 3 clusters Score -1895224 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1895319.000000 Penalty: 4621.519531
	Iteration 12Q: 3 clusters Score -1895319 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1895406.375000 Penalty: 4621.519531
	Iteration 13Q: 3 clusters Score -1895406 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1895485.750000 Penalty: 4621.519531
	Iteration 14Q: 3 clusters Score -1895486 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1895536.000000 Penalty: 4621.519531
	Iteration 15Q: 3 clusters Score -1895536 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1895597.750000 Penalty: 4621.519531
	Iteration 16Q: 3 clusters Score -1895598 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1895667.125000 Penalty: 4621.519531
	Iteration 17Q: 3 clusters Score -1895667 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1895726.000000 Penalty: 4621.519531
	Iteration 18Q: 3 clusters Score -1895726 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1895776.875000 Penalty: 4621.519531
	Iteration 19Q: 3 clusters Score -1895777 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1895829.250000 Penalty: 4621.519531
	Iteration 20F: 3 clusters Score -1895829 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1895885.625000 Penalty: 4621.519531
	Iteration 21Q: 3 clusters Score -1895886 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1895925.000000 Penalty: 4621.519531
	Iteration 22Q: 3 clusters Score -1895925 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1895950.375000 Penalty: 4621.519531
	Iteration 23Q: 3 clusters Score -1895950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1895972.625000 Penalty: 4621.519531
	Iteration 24Q: 3 clusters Score -1895973 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1895993.000000 Penalty: 4621.519531
	Iteration 25Q: 3 clusters Score -1895993 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1896027.375000 Penalty: 4621.519531
	Iteration 26Q: 3 clusters Score -1896027 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1896049.125000 Penalty: 4621.519531
	Iteration 27Q: 3 clusters Score -1896049 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1896074.625000 Penalty: 4621.519531
	Iteration 28Q: 3 clusters Score -1896075 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1896093.625000 Penalty: 4621.519531
	Iteration 29Q: 3 clusters Score -1896094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1896114.375000 Penalty: 4621.519531
	Iteration 30Q: 3 clusters Score -1896114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1896128.250000 Penalty: 4621.519531
	Iteration 31Q: 3 clusters Score -1896128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1896138.375000 Penalty: 4621.519531
	Iteration 32Q: 3 clusters Score -1896138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1896151.125000 Penalty: 4621.519531
	Iteration 33Q: 3 clusters Score -1896151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1896172.250000 Penalty: 4621.519531
	Iteration 34Q: 3 clusters Score -1896172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1896187.750000 Penalty: 4621.519531
	Iteration 35Q: 3 clusters Score -1896188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1896202.625000 Penalty: 4621.519531
	Iteration 36Q: 3 clusters Score -1896203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1896215.000000 Penalty: 4621.519531
	Iteration 37Q: 3 clusters Score -1896215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1896220.000000 Penalty: 4621.519531
	Iteration 38Q: 3 clusters Score -1896220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1896232.375000 Penalty: 4621.519531
	Iteration 39Q: 3 clusters Score -1896232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1896244.625000 Penalty: 4621.519531
	Iteration 40F: 3 clusters Score -1896245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1896249.125000 Penalty: 4621.519531
	Iteration 41Q: 3 clusters Score -1896249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1896255.000000 Penalty: 4621.519531
	Iteration 42Q: 3 clusters Score -1896255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1896261.875000 Penalty: 4621.519531
	Iteration 43Q: 3 clusters Score -1896262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1896264.000000 Penalty: 4621.519531
	Iteration 44Q: 3 clusters Score -1896264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1896265.625000 Penalty: 4621.519531
	Iteration 45Q: 3 clusters Score -1896266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1896267.125000 Penalty: 4621.519531
	Iteration 46Q: 3 clusters Score -1896267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1896267.500000 Penalty: 4621.519531
	Iteration 47Q: 3 clusters Score -1896268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1896270.500000 Penalty: 4621.519531
	Iteration 48Q: 3 clusters Score -1896270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1896274.125000 Penalty: 4621.519531
	Iteration 49Q: 3 clusters Score -1896274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1896276.625000 Penalty: 4621.519531
	Iteration 50Q: 3 clusters Score -1896277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1896279.875000 Penalty: 4621.519531
	Iteration 51Q: 3 clusters Score -1896280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1896283.750000 Penalty: 4621.519531
	Iteration 52Q: 3 clusters Score -1896284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1896283.500000 Penalty: 4621.519531
	Iteration 53Q: 3 clusters Score -1896284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1896288.500000 Penalty: 4621.519531
	Iteration 54Q: 3 clusters Score -1896288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1896289.625000 Penalty: 4621.519531
	Iteration 55Q: 3 clusters Score -1896290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1896290.625000 Penalty: 4621.519531
	Iteration 56Q: 3 clusters Score -1896291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1896296.000000 Penalty: 4621.519531
	Iteration 57Q: 3 clusters Score -1896296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1896297.500000 Penalty: 4621.519531
	Iteration 58Q: 3 clusters Score -1896298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1896296.875000 Penalty: 4621.519531
	Iteration 59Q: 3 clusters Score -1896297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1896296.875000 Penalty: 4621.519531
	Iteration 60F: 3 clusters Score -1896297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70091 members 
Entering Unmasked Estep 
Score: -11684561.000000 Penalty: 2767.072266
	Iteration 0F: 2 clusters Score -1.168456e+07 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 35079 members 
Entering Unmasked Estep 
Score: -11638439.000000 Penalty: 5534.144531
	Iteration 0F: 3 clusters Score -1.163844e+07 nChanged 32881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -11657455.000000 Penalty: 5534.144531
	Iteration 1F: 3 clusters Score -1.165746e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -11658571.000000 Penalty: 5534.144531
	Iteration 2Q: 3 clusters Score -1.165857e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -11659940.000000 Penalty: 5534.144531
	Iteration 3Q: 3 clusters Score -1.165994e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -11661551.000000 Penalty: 5534.144531
	Iteration 4F: 3 clusters Score -1.166155e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -11663671.000000 Penalty: 5534.144531
	Iteration 5F: 3 clusters Score -1.166367e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -11666007.000000 Penalty: 5534.144531
	Iteration 6F: 3 clusters Score -1.166601e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -11668534.000000 Penalty: 5534.144531
	Iteration 7F: 3 clusters Score -1.166853e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -11670962.000000 Penalty: 5534.144531
	Iteration 8F: 3 clusters Score -1.167096e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -11672922.000000 Penalty: 5534.144531
	Iteration 9Q: 3 clusters Score -1.167292e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -11674343.000000 Penalty: 5534.144531
	Iteration 10Q: 3 clusters Score -1.167434e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -11675081.000000 Penalty: 5534.144531
	Iteration 11Q: 3 clusters Score -1.167508e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -11675627.000000 Penalty: 5534.144531
	Iteration 12Q: 3 clusters Score -1.167563e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -11675972.000000 Penalty: 5534.144531
	Iteration 13Q: 3 clusters Score -1.167597e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -11676241.000000 Penalty: 5534.144531
	Iteration 14Q: 3 clusters Score -1.167624e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -11676413.000000 Penalty: 5534.144531
	Iteration 15Q: 3 clusters Score -1.167641e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -11676624.000000 Penalty: 5534.144531
	Iteration 16Q: 3 clusters Score -1.167662e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -11676767.000000 Penalty: 5534.144531
	Iteration 17Q: 3 clusters Score -1.167677e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -11676946.000000 Penalty: 5534.144531
	Iteration 18Q: 3 clusters Score -1.167695e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -11677136.000000 Penalty: 5534.144531
	Iteration 19Q: 3 clusters Score -1.167714e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -11677281.000000 Penalty: 5534.144531
	Iteration 20F: 3 clusters Score -1.167728e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
Score: -11677441.000000 Penalty: 5534.144531
	Iteration 21Q: 3 clusters Score -1.167744e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -11677611.000000 Penalty: 5534.144531
	Iteration 22Q: 3 clusters Score -1.167761e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 54537 members 
Entering Unmasked Estep 
Score: -11677734.000000 Penalty: 5534.144531
	Iteration 23Q: 3 clusters Score -1.167773e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 55192 members 
Entering Unmasked Estep 
Score: -11677928.000000 Penalty: 5534.144531
	Iteration 24Q: 3 clusters Score -1.167793e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -11678134.000000 Penalty: 5534.144531
	Iteration 25Q: 3 clusters Score -1.167813e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 56527 members 
Entering Unmasked Estep 
Score: -11678235.000000 Penalty: 5534.144531
	Iteration 26Q: 3 clusters Score -1.167824e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -11678393.000000 Penalty: 5534.144531
	Iteration 27Q: 3 clusters Score -1.167839e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -11678650.000000 Penalty: 5534.144531
	Iteration 28Q: 3 clusters Score -1.167865e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 58649 members 
Entering Unmasked Estep 
Score: -11678831.000000 Penalty: 5534.144531
	Iteration 29Q: 3 clusters Score -1.167883e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -11679029.000000 Penalty: 5534.144531
	Iteration 30Q: 3 clusters Score -1.167903e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 60095 members 
Entering Unmasked Estep 
Score: -11679254.000000 Penalty: 5534.144531
	Iteration 31Q: 3 clusters Score -1.167925e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -11679447.000000 Penalty: 5534.144531
	Iteration 32Q: 3 clusters Score -1.167945e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 61440 members 
Entering Unmasked Estep 
Score: -11679647.000000 Penalty: 5534.144531
	Iteration 33Q: 3 clusters Score -1.167965e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -11679839.000000 Penalty: 5534.144531
	Iteration 34Q: 3 clusters Score -1.167984e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 62590 members 
Entering Unmasked Estep 
Score: -11680003.000000 Penalty: 5534.144531
	Iteration 35Q: 3 clusters Score -1.168e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 63150 members 
Entering Unmasked Estep 
Score: -11680208.000000 Penalty: 5534.144531
	Iteration 36Q: 3 clusters Score -1.168021e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 63719 members 
Entering Unmasked Estep 
Score: -11680450.000000 Penalty: 5534.144531
	Iteration 37Q: 3 clusters Score -1.168045e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 64312 members 
Entering Unmasked Estep 
Score: -11680735.000000 Penalty: 5534.144531
	Iteration 38Q: 3 clusters Score -1.168074e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 64823 members 
Entering Unmasked Estep 
Score: -11680997.000000 Penalty: 5534.144531
	Iteration 39Q: 3 clusters Score -1.1681e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 65294 members 
Entering Unmasked Estep 
Score: -11681191.000000 Penalty: 5534.144531
	Iteration 40F: 3 clusters Score -1.168119e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -11681425.000000 Penalty: 5534.144531
	Iteration 41Q: 3 clusters Score -1.168142e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -11681612.000000 Penalty: 5534.144531
	Iteration 42Q: 3 clusters Score -1.168161e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 66508 members 
Entering Unmasked Estep 
Score: -11681790.000000 Penalty: 5534.144531
	Iteration 43Q: 3 clusters Score -1.168179e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -11682022.000000 Penalty: 5534.144531
	Iteration 44Q: 3 clusters Score -1.168202e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 67104 members 
Entering Unmasked Estep 
Score: -11682186.000000 Penalty: 5534.144531
	Iteration 45Q: 3 clusters Score -1.168219e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 67321 members 
Entering Unmasked Estep 
Score: -11682281.000000 Penalty: 5534.144531
	Iteration 46Q: 3 clusters Score -1.168228e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 67496 members 
Entering Unmasked Estep 
Score: -11682380.000000 Penalty: 5534.144531
	Iteration 47Q: 3 clusters Score -1.168238e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 67654 members 
Entering Unmasked Estep 
Score: -11682519.000000 Penalty: 5534.144531
	Iteration 48Q: 3 clusters Score -1.168252e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 67796 members 
Entering Unmasked Estep 
Score: -11682597.000000 Penalty: 5534.144531
	Iteration 49Q: 3 clusters Score -1.16826e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 67917 members 
Entering Unmasked Estep 
Score: -11682658.000000 Penalty: 5534.144531
	Iteration 50Q: 3 clusters Score -1.168266e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 68027 members 
Entering Unmasked Estep 
Score: -11682745.000000 Penalty: 5534.144531
	Iteration 51Q: 3 clusters Score -1.168274e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -11682832.000000 Penalty: 5534.144531
	Iteration 52Q: 3 clusters Score -1.168283e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 68172 members 
Entering Unmasked Estep 
Score: -11682876.000000 Penalty: 5534.144531
	Iteration 53Q: 3 clusters Score -1.168288e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 68209 members 
Entering Unmasked Estep 
Score: -11682899.000000 Penalty: 5534.144531
	Iteration 54Q: 3 clusters Score -1.16829e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 68239 members 
Entering Unmasked Estep 
Score: -11682878.000000 Penalty: 5534.144531
	Iteration 55Q: 3 clusters Score -1.168288e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 68268 members 
Entering Unmasked Estep 
Score: -11682897.000000 Penalty: 5534.144531
	Iteration 56Q: 3 clusters Score -1.16829e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 68283 members 
Entering Unmasked Estep 
Score: -11682896.000000 Penalty: 5534.144531
	Iteration 57Q: 3 clusters Score -1.16829e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 68297 members 
Entering Unmasked Estep 
Score: -11682929.000000 Penalty: 5534.144531
	Iteration 58Q: 3 clusters Score -1.168293e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 68313 members 
Entering Unmasked Estep 
Score: -11682938.000000 Penalty: 5534.144531
	Iteration 59Q: 3 clusters Score -1.168294e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 68327 members 
Entering Unmasked Estep 
Score: -11682961.000000 Penalty: 5534.144531
	Iteration 60F: 3 clusters Score -1.168296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 68339 members 
Entering Unmasked Estep 
Score: -11682952.000000 Penalty: 5534.144531
	Iteration 61Q: 3 clusters Score -1.168295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 68348 members 
Entering Unmasked Estep 
Score: -11682971.000000 Penalty: 5534.144531
	Iteration 62Q: 3 clusters Score -1.168297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 68350 members 
Entering Unmasked Estep 
Score: -11682964.000000 Penalty: 5534.144531
	Iteration 63Q: 3 clusters Score -1.168296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 68354 members 
Entering Unmasked Estep 
Score: -11682947.000000 Penalty: 5534.144531
	Iteration 64Q: 3 clusters Score -1.168295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 68357 members 
Entering Unmasked Estep 
Score: -11682963.000000 Penalty: 5534.144531
	Iteration 65Q: 3 clusters Score -1.168296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 68360 members 
Entering Unmasked Estep 
Score: -11682972.000000 Penalty: 5534.144531
	Iteration 66Q: 3 clusters Score -1.168297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 68362 members 
Entering Unmasked Estep 
Score: -11682976.000000 Penalty: 5534.144531
	Iteration 67Q: 3 clusters Score -1.168298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 68363 members 
Entering Unmasked Estep 
Score: -11682985.000000 Penalty: 5534.144531
	Iteration 68Q: 3 clusters Score -1.168298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -11682977.000000 Penalty: 5534.144531
	Iteration 69Q: 3 clusters Score -1.168298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 68365 members 
Entering Unmasked Estep 
Score: -11682977.000000 Penalty: 5534.144531
	Iteration 70Q: 3 clusters Score -1.168298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 68365 members 
Entering Unmasked Estep 
Score: -11682977.000000 Penalty: 5534.144531
	Iteration 71F: 3 clusters Score -1.168298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (61994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61994 members 
Entering Unmasked Estep 
Score: -10687196.000000 Penalty: 2736.628662
	Iteration 0F: 2 clusters Score -1.06872e+07 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 30998 members 
Entering Unmasked Estep 
Score: -10649269.000000 Penalty: 5473.257324
	Iteration 0F: 3 clusters Score -1.064927e+07 nChanged 28809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -10665433.000000 Penalty: 5473.257324
	Iteration 1F: 3 clusters Score -1.066543e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -10666294.000000 Penalty: 5473.257324
	Iteration 2Q: 3 clusters Score -1.066629e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -10667231.000000 Penalty: 5473.257324
	Iteration 3Q: 3 clusters Score -1.066723e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -10668579.000000 Penalty: 5473.257324
	Iteration 4Q: 3 clusters Score -1.066858e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -10670517.000000 Penalty: 5473.257324
	Iteration 5F: 3 clusters Score -1.067052e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -10672854.000000 Penalty: 5473.257324
	Iteration 6F: 3 clusters Score -1.067285e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -10675225.000000 Penalty: 5473.257324
	Iteration 7F: 3 clusters Score -1.067522e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -10677233.000000 Penalty: 5473.257324
	Iteration 8F: 3 clusters Score -1.067723e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -10678753.000000 Penalty: 5473.257324
	Iteration 9F: 3 clusters Score -1.067875e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -10680174.000000 Penalty: 5473.257324
	Iteration 10Q: 3 clusters Score -1.068017e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -10681416.000000 Penalty: 5473.257324
	Iteration 11Q: 3 clusters Score -1.068142e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -10682564.000000 Penalty: 5473.257324
	Iteration 12Q: 3 clusters Score -1.068256e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -10683667.000000 Penalty: 5473.257324
	Iteration 13Q: 3 clusters Score -1.068367e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -10684371.000000 Penalty: 5473.257324
	Iteration 14Q: 3 clusters Score -1.068437e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -10684857.000000 Penalty: 5473.257324
	Iteration 15Q: 3 clusters Score -1.068486e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 56612 members 
Entering Unmasked Estep 
Score: -10685232.000000 Penalty: 5473.257324
	Iteration 16Q: 3 clusters Score -1.068523e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 57663 members 
Entering Unmasked Estep 
Score: -10685562.000000 Penalty: 5473.257324
	Iteration 17Q: 3 clusters Score -1.068556e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -10685735.000000 Penalty: 5473.257324
	Iteration 18Q: 3 clusters Score -1.068574e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 59087 members 
Entering Unmasked Estep 
Score: -10685765.000000 Penalty: 5473.257324
	Iteration 19Q: 3 clusters Score -1.068576e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 59500 members 
Entering Unmasked Estep 
Score: -10685840.000000 Penalty: 5473.257324
	Iteration 20F: 3 clusters Score -1.068584e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 59795 members 
Entering Unmasked Estep 
Score: -10685823.000000 Penalty: 5473.257324
	Iteration 21Q: 3 clusters Score -1.068582e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 59995 members 
Entering Unmasked Estep 
Score: -10685857.000000 Penalty: 5473.257324
	Iteration 22Q: 3 clusters Score -1.068586e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 60178 members 
Entering Unmasked Estep 
Score: -10685883.000000 Penalty: 5473.257324
	Iteration 23Q: 3 clusters Score -1.068588e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 60307 members 
Entering Unmasked Estep 
Score: -10685900.000000 Penalty: 5473.257324
	Iteration 24Q: 3 clusters Score -1.06859e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 60399 members 
Entering Unmasked Estep 
Score: -10685892.000000 Penalty: 5473.257324
	Iteration 25Q: 3 clusters Score -1.068589e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 60467 members 
Entering Unmasked Estep 
Score: -10685902.000000 Penalty: 5473.257324
	Iteration 26Q: 3 clusters Score -1.06859e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -10685888.000000 Penalty: 5473.257324
	Iteration 27Q: 3 clusters Score -1.068589e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 60558 members 
Entering Unmasked Estep 
Score: -10685904.000000 Penalty: 5473.257324
	Iteration 28Q: 3 clusters Score -1.06859e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -10685894.000000 Penalty: 5473.257324
	Iteration 29Q: 3 clusters Score -1.068589e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -10685873.000000 Penalty: 5473.257324
	Iteration 30Q: 3 clusters Score -1.068587e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 60651 members 
Entering Unmasked Estep 
Score: -10685867.000000 Penalty: 5473.257324
	Iteration 31Q: 3 clusters Score -1.068587e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 60680 members 
Entering Unmasked Estep 
Score: -10685893.000000 Penalty: 5473.257324
	Iteration 32Q: 3 clusters Score -1.068589e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -10685906.000000 Penalty: 5473.257324
	Iteration 33Q: 3 clusters Score -1.068591e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -10685885.000000 Penalty: 5473.257324
	Iteration 34Q: 3 clusters Score -1.068588e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -10685862.000000 Penalty: 5473.257324
	Iteration 35Q: 3 clusters Score -1.068586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 60757 members 
Entering Unmasked Estep 
Score: -10685864.000000 Penalty: 5473.257324
	Iteration 36Q: 3 clusters Score -1.068586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -10685887.000000 Penalty: 5473.257324
	Iteration 37Q: 3 clusters Score -1.068589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 60777 members 
Entering Unmasked Estep 
Score: -10685873.000000 Penalty: 5473.257324
	Iteration 38Q: 3 clusters Score -1.068587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -10685879.000000 Penalty: 5473.257324
	Iteration 39Q: 3 clusters Score -1.068588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
Score: -10685868.000000 Penalty: 5473.257324
	Iteration 40F: 3 clusters Score -1.068587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -10685872.000000 Penalty: 5473.257324
	Iteration 41Q: 3 clusters Score -1.068587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -10685872.000000 Penalty: 5473.257324
	Iteration 42F: 3 clusters Score -1.068587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Entering Unmasked Estep 
Score: -937491.500000 Penalty: 2134.226807
	Iteration 0F: 2 clusters Score -937491.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -932596.062500 Penalty: 4268.453613
	Iteration 0F: 3 clusters Score -932596.1 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -933880.500000 Penalty: 4268.453613
	Iteration 1F: 3 clusters Score -933880.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -934214.375000 Penalty: 4268.453613
	Iteration 2F: 3 clusters Score -934214.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -934479.062500 Penalty: 4268.453613
	Iteration 3F: 3 clusters Score -934479.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -934673.937500 Penalty: 4268.453613
	Iteration 4F: 3 clusters Score -934673.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -934820.875000 Penalty: 4268.453613
	Iteration 5Q: 3 clusters Score -934820.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -934961.562500 Penalty: 4268.453613
	Iteration 6Q: 3 clusters Score -934961.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -935103.375000 Penalty: 4268.453613
	Iteration 7Q: 3 clusters Score -935103.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -935246.125000 Penalty: 4268.453613
	Iteration 8Q: 3 clusters Score -935246.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -935393.000000 Penalty: 4268.453613
	Iteration 9Q: 3 clusters Score -935393 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -935515.062500 Penalty: 4268.453613
	Iteration 10Q: 3 clusters Score -935515.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -935601.875000 Penalty: 4268.453613
	Iteration 11Q: 3 clusters Score -935601.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -935674.000000 Penalty: 4268.453613
	Iteration 12Q: 3 clusters Score -935674 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -935739.625000 Penalty: 4268.453613
	Iteration 13Q: 3 clusters Score -935739.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -935788.125000 Penalty: 4268.453613
	Iteration 14Q: 3 clusters Score -935788.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -935823.062500 Penalty: 4268.453613
	Iteration 15Q: 3 clusters Score -935823.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -935849.937500 Penalty: 4268.453613
	Iteration 16Q: 3 clusters Score -935849.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -935870.875000 Penalty: 4268.453613
	Iteration 17Q: 3 clusters Score -935870.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -935895.750000 Penalty: 4268.453613
	Iteration 18Q: 3 clusters Score -935895.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -935919.187500 Penalty: 4268.453613
	Iteration 19Q: 3 clusters Score -935919.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -935937.500000 Penalty: 4268.453613
	Iteration 20F: 3 clusters Score -935937.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -935950.250000 Penalty: 4268.453613
	Iteration 21Q: 3 clusters Score -935950.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -935960.500000 Penalty: 4268.453613
	Iteration 22Q: 3 clusters Score -935960.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -935971.000000 Penalty: 4268.453613
	Iteration 23Q: 3 clusters Score -935971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -935979.375000 Penalty: 4268.453613
	Iteration 24Q: 3 clusters Score -935979.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -935983.250000 Penalty: 4268.453613
	Iteration 25Q: 3 clusters Score -935983.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -935988.312500 Penalty: 4268.453613
	Iteration 26Q: 3 clusters Score -935988.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -935992.750000 Penalty: 4268.453613
	Iteration 27Q: 3 clusters Score -935992.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -935997.000000 Penalty: 4268.453613
	Iteration 28Q: 3 clusters Score -935997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -936000.125000 Penalty: 4268.453613
	Iteration 29Q: 3 clusters Score -936000.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -936000.250000 Penalty: 4268.453613
	Iteration 30Q: 3 clusters Score -936000.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -936001.125000 Penalty: 4268.453613
	Iteration 31Q: 3 clusters Score -936001.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -936001.625000 Penalty: 4268.453613
	Iteration 32Q: 3 clusters Score -936001.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -936002.625000 Penalty: 4268.453613
	Iteration 33Q: 3 clusters Score -936002.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -936002.625000 Penalty: 4268.453613
	Iteration 34F: 3 clusters Score -936002.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Entering Unmasked Estep 
Score: -1105311.125000 Penalty: 2179.003174
	Iteration 0F: 2 clusters Score -1105311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1099783.375000 Penalty: 4358.006348
	Iteration 0F: 3 clusters Score -1099783 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1101205.375000 Penalty: 4358.006348
	Iteration 1F: 3 clusters Score -1101205 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1101443.125000 Penalty: 4358.006348
	Iteration 2F: 3 clusters Score -1101443 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1101626.625000 Penalty: 4358.006348
	Iteration 3F: 3 clusters Score -1101627 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1101797.250000 Penalty: 4358.006348
	Iteration 4Q: 3 clusters Score -1101797 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1101943.375000 Penalty: 4358.006348
	Iteration 5Q: 3 clusters Score -1101943 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1102089.750000 Penalty: 4358.006348
	Iteration 6Q: 3 clusters Score -1102090 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1102248.250000 Penalty: 4358.006348
	Iteration 7Q: 3 clusters Score -1102248 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1102393.000000 Penalty: 4358.006348
	Iteration 8Q: 3 clusters Score -1102393 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1102549.250000 Penalty: 4358.006348
	Iteration 9Q: 3 clusters Score -1102549 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1102688.625000 Penalty: 4358.006348
	Iteration 10Q: 3 clusters Score -1102689 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1102807.125000 Penalty: 4358.006348
	Iteration 11Q: 3 clusters Score -1102807 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1102915.500000 Penalty: 4358.006348
	Iteration 12Q: 3 clusters Score -1102916 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1103018.875000 Penalty: 4358.006348
	Iteration 13Q: 3 clusters Score -1103019 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1103122.625000 Penalty: 4358.006348
	Iteration 14Q: 3 clusters Score -1103123 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1103199.500000 Penalty: 4358.006348
	Iteration 15Q: 3 clusters Score -1103200 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1103253.125000 Penalty: 4358.006348
	Iteration 16Q: 3 clusters Score -1103253 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1103297.375000 Penalty: 4358.006348
	Iteration 17Q: 3 clusters Score -1103297 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1103340.250000 Penalty: 4358.006348
	Iteration 18Q: 3 clusters Score -1103340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1103372.500000 Penalty: 4358.006348
	Iteration 19Q: 3 clusters Score -1103372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1103400.375000 Penalty: 4358.006348
	Iteration 20F: 3 clusters Score -1103400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1103428.250000 Penalty: 4358.006348
	Iteration 21Q: 3 clusters Score -1103428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1103450.750000 Penalty: 4358.006348
	Iteration 22Q: 3 clusters Score -1103451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1103461.500000 Penalty: 4358.006348
	Iteration 23Q: 3 clusters Score -1103462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1103470.000000 Penalty: 4358.006348
	Iteration 24Q: 3 clusters Score -1103470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1103483.625000 Penalty: 4358.006348
	Iteration 25Q: 3 clusters Score -1103484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1103498.125000 Penalty: 4358.006348
	Iteration 26Q: 3 clusters Score -1103498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1103506.500000 Penalty: 4358.006348
	Iteration 27Q: 3 clusters Score -1103506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1103514.875000 Penalty: 4358.006348
	Iteration 28Q: 3 clusters Score -1103515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1103524.750000 Penalty: 4358.006348
	Iteration 29Q: 3 clusters Score -1103525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1103531.250000 Penalty: 4358.006348
	Iteration 30Q: 3 clusters Score -1103531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1103536.750000 Penalty: 4358.006348
	Iteration 31Q: 3 clusters Score -1103537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1103535.375000 Penalty: 4358.006348
	Iteration 32Q: 3 clusters Score -1103535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1103538.375000 Penalty: 4358.006348
	Iteration 33Q: 3 clusters Score -1103538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1103538.750000 Penalty: 4358.006348
	Iteration 34Q: 3 clusters Score -1103539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1103539.625000 Penalty: 4358.006348
	Iteration 35Q: 3 clusters Score -1103540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1103543.000000 Penalty: 4358.006348
	Iteration 36Q: 3 clusters Score -1103543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1103548.875000 Penalty: 4358.006348
	Iteration 37Q: 3 clusters Score -1103549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1103553.250000 Penalty: 4358.006348
	Iteration 38Q: 3 clusters Score -1103553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1103553.750000 Penalty: 4358.006348
	Iteration 39Q: 3 clusters Score -1103554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1103555.500000 Penalty: 4358.006348
	Iteration 40F: 3 clusters Score -1103556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1103558.000000 Penalty: 4358.006348
	Iteration 41Q: 3 clusters Score -1103558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1103561.250000 Penalty: 4358.006348
	Iteration 42Q: 3 clusters Score -1103561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1103564.000000 Penalty: 4358.006348
	Iteration 43Q: 3 clusters Score -1103564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1103567.875000 Penalty: 4358.006348
	Iteration 44Q: 3 clusters Score -1103568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1103571.000000 Penalty: 4358.006348
	Iteration 45Q: 3 clusters Score -1103571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1103573.625000 Penalty: 4358.006348
	Iteration 46Q: 3 clusters Score -1103574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1103579.250000 Penalty: 4358.006348
	Iteration 47Q: 3 clusters Score -1103579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1103584.875000 Penalty: 4358.006348
	Iteration 48Q: 3 clusters Score -1103585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1103590.125000 Penalty: 4358.006348
	Iteration 49Q: 3 clusters Score -1103590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1103595.500000 Penalty: 4358.006348
	Iteration 50Q: 3 clusters Score -1103596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1103599.250000 Penalty: 4358.006348
	Iteration 51Q: 3 clusters Score -1103599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1103604.000000 Penalty: 4358.006348
	Iteration 52Q: 3 clusters Score -1103604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1103612.500000 Penalty: 4358.006348
	Iteration 53Q: 3 clusters Score -1103612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1103615.875000 Penalty: 4358.006348
	Iteration 54Q: 3 clusters Score -1103616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1103615.625000 Penalty: 4358.006348
	Iteration 55Q: 3 clusters Score -1103616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1103618.500000 Penalty: 4358.006348
	Iteration 56Q: 3 clusters Score -1103618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1103620.125000 Penalty: 4358.006348
	Iteration 57Q: 3 clusters Score -1103620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1103623.875000 Penalty: 4358.006348
	Iteration 58Q: 3 clusters Score -1103624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1103624.500000 Penalty: 4358.006348
	Iteration 59Q: 3 clusters Score -1103624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1103624.500000 Penalty: 4358.006348
	Iteration 60F: 3 clusters Score -1103624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -85916.882812 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -85916.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -84459.742188 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -84459.74 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -84676.781250 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -84676.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -84763.625000 Penalty: 3147.435547
	Iteration 2F: 3 clusters Score -84763.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -84784.734375 Penalty: 3147.435547
	Iteration 3Q: 3 clusters Score -84784.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -84807.921875 Penalty: 3147.435547
	Iteration 4Q: 3 clusters Score -84807.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -84828.132812 Penalty: 3147.435547
	Iteration 5Q: 3 clusters Score -84828.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -84837.101562 Penalty: 3147.435547
	Iteration 6Q: 3 clusters Score -84837.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -84863.257812 Penalty: 3147.435547
	Iteration 7Q: 3 clusters Score -84863.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -84892.765625 Penalty: 3147.435547
	Iteration 8Q: 3 clusters Score -84892.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -84936.421875 Penalty: 3147.435547
	Iteration 9Q: 3 clusters Score -84936.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -84994.796875 Penalty: 3147.435547
	Iteration 10Q: 3 clusters Score -84994.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85072.914062 Penalty: 3147.435547
	Iteration 11Q: 3 clusters Score -85072.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -85164.648438 Penalty: 3147.435547
	Iteration 12Q: 3 clusters Score -85164.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85234.226562 Penalty: 3147.435547
	Iteration 13Q: 3 clusters Score -85234.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -85314.789062 Penalty: 3147.435547
	Iteration 14Q: 3 clusters Score -85314.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -85367.507812 Penalty: 3147.435547
	Iteration 15Q: 3 clusters Score -85367.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -85407.820312 Penalty: 3147.435547
	Iteration 16Q: 3 clusters Score -85407.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -85424.968750 Penalty: 3147.435547
	Iteration 17Q: 3 clusters Score -85424.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -85450.453125 Penalty: 3147.435547
	Iteration 18Q: 3 clusters Score -85450.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -85463.382812 Penalty: 3147.435547
	Iteration 19Q: 3 clusters Score -85463.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85488.929688 Penalty: 3147.435547
	Iteration 20F: 3 clusters Score -85488.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85556.070312 Penalty: 3147.435547
	Iteration 21Q: 3 clusters Score -85556.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85598.546875 Penalty: 3147.435547
	Iteration 22Q: 3 clusters Score -85598.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -85626.828125 Penalty: 3147.435547
	Iteration 23Q: 3 clusters Score -85626.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -85640.984375 Penalty: 3147.435547
	Iteration 24Q: 3 clusters Score -85640.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -85664.015625 Penalty: 3147.435547
	Iteration 25Q: 3 clusters Score -85664.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -85666.664062 Penalty: 3147.435547
	Iteration 26Q: 3 clusters Score -85666.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -85666.664062 Penalty: 3147.435547
	Iteration 27F: 3 clusters Score -85666.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Entering Unmasked Estep 
Score: -1981293.125000 Penalty: 2331.847900
	Iteration 0F: 2 clusters Score -1981293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1972460.750000 Penalty: 4663.695801
	Iteration 0F: 3 clusters Score -1972461 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1975182.625000 Penalty: 4663.695801
	Iteration 1F: 3 clusters Score -1975183 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1975583.000000 Penalty: 4663.695801
	Iteration 2F: 3 clusters Score -1975583 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1975951.500000 Penalty: 4663.695801
	Iteration 3F: 3 clusters Score -1975952 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1976299.875000 Penalty: 4663.695801
	Iteration 4F: 3 clusters Score -1976300 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1976643.125000 Penalty: 4663.695801
	Iteration 5Q: 3 clusters Score -1976643 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1977002.125000 Penalty: 4663.695801
	Iteration 6Q: 3 clusters Score -1977002 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1977332.125000 Penalty: 4663.695801
	Iteration 7Q: 3 clusters Score -1977332 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1977634.125000 Penalty: 4663.695801
	Iteration 8Q: 3 clusters Score -1977634 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1977899.625000 Penalty: 4663.695801
	Iteration 9Q: 3 clusters Score -1977900 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1978148.625000 Penalty: 4663.695801
	Iteration 10Q: 3 clusters Score -1978149 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1978392.625000 Penalty: 4663.695801
	Iteration 11Q: 3 clusters Score -1978393 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1978585.125000 Penalty: 4663.695801
	Iteration 12Q: 3 clusters Score -1978585 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1978742.375000 Penalty: 4663.695801
	Iteration 13Q: 3 clusters Score -1978742 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1978872.250000 Penalty: 4663.695801
	Iteration 14Q: 3 clusters Score -1978872 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1978977.625000 Penalty: 4663.695801
	Iteration 15Q: 3 clusters Score -1978978 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1979055.875000 Penalty: 4663.695801
	Iteration 16Q: 3 clusters Score -1979056 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1979121.000000 Penalty: 4663.695801
	Iteration 17Q: 3 clusters Score -1979121 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1979187.875000 Penalty: 4663.695801
	Iteration 18Q: 3 clusters Score -1979188 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1979232.625000 Penalty: 4663.695801
	Iteration 19Q: 3 clusters Score -1979233 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1979263.125000 Penalty: 4663.695801
	Iteration 20F: 3 clusters Score -1979263 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1979292.500000 Penalty: 4663.695801
	Iteration 21Q: 3 clusters Score -1979292 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1979316.000000 Penalty: 4663.695801
	Iteration 22Q: 3 clusters Score -1979316 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1979338.375000 Penalty: 4663.695801
	Iteration 23Q: 3 clusters Score -1979338 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1979354.000000 Penalty: 4663.695801
	Iteration 24Q: 3 clusters Score -1979354 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1979364.500000 Penalty: 4663.695801
	Iteration 25Q: 3 clusters Score -1979364 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1979389.250000 Penalty: 4663.695801
	Iteration 26Q: 3 clusters Score -1979389 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1979396.375000 Penalty: 4663.695801
	Iteration 27Q: 3 clusters Score -1979396 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1979410.500000 Penalty: 4663.695801
	Iteration 28Q: 3 clusters Score -1979410 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1979425.875000 Penalty: 4663.695801
	Iteration 29Q: 3 clusters Score -1979426 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1979440.500000 Penalty: 4663.695801
	Iteration 30Q: 3 clusters Score -1979440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1979460.875000 Penalty: 4663.695801
	Iteration 31Q: 3 clusters Score -1979461 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1979478.750000 Penalty: 4663.695801
	Iteration 32Q: 3 clusters Score -1979479 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1979496.500000 Penalty: 4663.695801
	Iteration 33Q: 3 clusters Score -1979496 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1979513.750000 Penalty: 4663.695801
	Iteration 34Q: 3 clusters Score -1979514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1979530.625000 Penalty: 4663.695801
	Iteration 35Q: 3 clusters Score -1979531 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1979541.000000 Penalty: 4663.695801
	Iteration 36Q: 3 clusters Score -1979541 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1979537.500000 Penalty: 4663.695801
	Iteration 37Q: 3 clusters Score -1979538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1979553.250000 Penalty: 4663.695801
	Iteration 38Q: 3 clusters Score -1979553 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1979563.250000 Penalty: 4663.695801
	Iteration 39Q: 3 clusters Score -1979563 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1979571.625000 Penalty: 4663.695801
	Iteration 40F: 3 clusters Score -1979572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1979591.000000 Penalty: 4663.695801
	Iteration 41Q: 3 clusters Score -1979591 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1979614.125000 Penalty: 4663.695801
	Iteration 42Q: 3 clusters Score -1979614 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1979638.875000 Penalty: 4663.695801
	Iteration 43Q: 3 clusters Score -1979639 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1979673.125000 Penalty: 4663.695801
	Iteration 44Q: 3 clusters Score -1979673 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1979712.125000 Penalty: 4663.695801
	Iteration 45Q: 3 clusters Score -1979712 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1979761.375000 Penalty: 4663.695801
	Iteration 46Q: 3 clusters Score -1979761 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1979814.500000 Penalty: 4663.695801
	Iteration 47Q: 3 clusters Score -1979814 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1979865.750000 Penalty: 4663.695801
	Iteration 48Q: 3 clusters Score -1979866 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1979908.625000 Penalty: 4663.695801
	Iteration 49Q: 3 clusters Score -1979909 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1979936.125000 Penalty: 4663.695801
	Iteration 50Q: 3 clusters Score -1979936 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1979963.375000 Penalty: 4663.695801
	Iteration 51Q: 3 clusters Score -1979963 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1979984.625000 Penalty: 4663.695801
	Iteration 52Q: 3 clusters Score -1979985 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1980005.250000 Penalty: 4663.695801
	Iteration 53Q: 3 clusters Score -1980005 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1980033.375000 Penalty: 4663.695801
	Iteration 54Q: 3 clusters Score -1980033 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1980051.875000 Penalty: 4663.695801
	Iteration 55Q: 3 clusters Score -1980052 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1980083.625000 Penalty: 4663.695801
	Iteration 56Q: 3 clusters Score -1980084 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1980102.250000 Penalty: 4663.695801
	Iteration 57Q: 3 clusters Score -1980102 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1980124.500000 Penalty: 4663.695801
	Iteration 58Q: 3 clusters Score -1980124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1980134.125000 Penalty: 4663.695801
	Iteration 59Q: 3 clusters Score -1980134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1980140.500000 Penalty: 4663.695801
	Iteration 60F: 3 clusters Score -1980140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1980140.375000 Penalty: 4663.695801
	Iteration 61Q: 3 clusters Score -1980140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1980149.750000 Penalty: 4663.695801
	Iteration 62Q: 3 clusters Score -1980150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1980164.000000 Penalty: 4663.695801
	Iteration 63Q: 3 clusters Score -1980164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1980180.875000 Penalty: 4663.695801
	Iteration 64Q: 3 clusters Score -1980181 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1980189.875000 Penalty: 4663.695801
	Iteration 65Q: 3 clusters Score -1980190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1980196.250000 Penalty: 4663.695801
	Iteration 66Q: 3 clusters Score -1980196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1980208.000000 Penalty: 4663.695801
	Iteration 67Q: 3 clusters Score -1980208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1980216.750000 Penalty: 4663.695801
	Iteration 68Q: 3 clusters Score -1980217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1980222.625000 Penalty: 4663.695801
	Iteration 69Q: 3 clusters Score -1980223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1980226.750000 Penalty: 4663.695801
	Iteration 70Q: 3 clusters Score -1980227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1980224.500000 Penalty: 4663.695801
	Iteration 71Q: 3 clusters Score -1980224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1980222.375000 Penalty: 4663.695801
	Iteration 72Q: 3 clusters Score -1980222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1980233.375000 Penalty: 4663.695801
	Iteration 73Q: 3 clusters Score -1980233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1980231.125000 Penalty: 4663.695801
	Iteration 74Q: 3 clusters Score -1980231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1980239.625000 Penalty: 4663.695801
	Iteration 75Q: 3 clusters Score -1980240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1980251.375000 Penalty: 4663.695801
	Iteration 76Q: 3 clusters Score -1980251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1980253.125000 Penalty: 4663.695801
	Iteration 77Q: 3 clusters Score -1980253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1980252.500000 Penalty: 4663.695801
	Iteration 78Q: 3 clusters Score -1980252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1980259.250000 Penalty: 4663.695801
	Iteration 79Q: 3 clusters Score -1980259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1980260.375000 Penalty: 4663.695801
	Iteration 80F: 3 clusters Score -1980260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1980262.500000 Penalty: 4663.695801
	Iteration 81Q: 3 clusters Score -1980262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1980263.875000 Penalty: 4663.695801
	Iteration 82Q: 3 clusters Score -1980264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1980266.375000 Penalty: 4663.695801
	Iteration 83Q: 3 clusters Score -1980266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1980269.750000 Penalty: 4663.695801
	Iteration 84Q: 3 clusters Score -1980270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1980272.375000 Penalty: 4663.695801
	Iteration 85Q: 3 clusters Score -1980272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1980275.875000 Penalty: 4663.695801
	Iteration 86Q: 3 clusters Score -1980276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1980270.875000 Penalty: 4663.695801
	Iteration 87Q: 3 clusters Score -1980271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1980283.125000 Penalty: 4663.695801
	Iteration 88Q: 3 clusters Score -1980283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1980282.125000 Penalty: 4663.695801
	Iteration 89Q: 3 clusters Score -1980282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1980282.625000 Penalty: 4663.695801
	Iteration 90Q: 3 clusters Score -1980283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1980281.750000 Penalty: 4663.695801
	Iteration 91Q: 3 clusters Score -1980282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1980279.750000 Penalty: 4663.695801
	Iteration 92Q: 3 clusters Score -1980280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1980281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1980282 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
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	Iteration 95F: 3 clusters Score -1980282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51761 members 
Entering Unmasked Estep 
Score: -8510894.000000 Penalty: 2691.889160
	Iteration 0F: 2 clusters Score -8510894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -8476577 nChanged 23903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8489832 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8490625 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8491461 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8492548 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -8493909.000000 Penalty: 5383.778320
	Iteration 5F: 3 clusters Score -8493909 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -8495601.000000 Penalty: 5383.778320
	Iteration 6F: 3 clusters Score -8495601 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -8497498.000000 Penalty: 5383.778320
	Iteration 7F: 3 clusters Score -8497498 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -8499362.000000 Penalty: 5383.778320
	Iteration 8F: 3 clusters Score -8499362 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -8500926.000000 Penalty: 5383.778320
	Iteration 9Q: 3 clusters Score -8500926 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -8502189.000000 Penalty: 5383.778320
	Iteration 10Q: 3 clusters Score -8502189 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -8503071.000000 Penalty: 5383.778320
	Iteration 11Q: 3 clusters Score -8503071 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -8503742.000000 Penalty: 5383.778320
	Iteration 12Q: 3 clusters Score -8503742 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -8504304.000000 Penalty: 5383.778320
	Iteration 13Q: 3 clusters Score -8504304 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -8504828.000000 Penalty: 5383.778320
	Iteration 14Q: 3 clusters Score -8504828 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -8505368.000000 Penalty: 5383.778320
	Iteration 15Q: 3 clusters Score -8505368 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -8505865.000000 Penalty: 5383.778320
	Iteration 16Q: 3 clusters Score -8505865 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -8506413.000000 Penalty: 5383.778320
	Iteration 17Q: 3 clusters Score -8506413 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -8506901.000000 Penalty: 5383.778320
	Iteration 18Q: 3 clusters Score -8506901 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -8507362.000000 Penalty: 5383.778320
	Iteration 19Q: 3 clusters Score -8507362 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -8507796.000000 Penalty: 5383.778320
	Iteration 20F: 3 clusters Score -8507796 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 49435 members 
Entering Unmasked Estep 
Score: -8508083.000000 Penalty: 5383.778320
	Iteration 21Q: 3 clusters Score -8508083 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -8508334.000000 Penalty: 5383.778320
	Iteration 22Q: 3 clusters Score -8508334 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -8508506.000000 Penalty: 5383.778320
	Iteration 23Q: 3 clusters Score -8508506 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -8508615.000000 Penalty: 5383.778320
	Iteration 24Q: 3 clusters Score -8508615 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -8508715.000000 Penalty: 5383.778320
	Iteration 25Q: 3 clusters Score -8508715 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -8508753.000000 Penalty: 5383.778320
	Iteration 26Q: 3 clusters Score -8508753 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -8508791.000000 Penalty: 5383.778320
	Iteration 27Q: 3 clusters Score -8508791 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -8508814.000000 Penalty: 5383.778320
	Iteration 28Q: 3 clusters Score -8508814 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -8508831.000000 Penalty: 5383.778320
	Iteration 29Q: 3 clusters Score -8508831 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -8508862.000000 Penalty: 5383.778320
	Iteration 30Q: 3 clusters Score -8508862 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -8508881.000000 Penalty: 5383.778320
	Iteration 31Q: 3 clusters Score -8508881 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -8508880.000000 Penalty: 5383.778320
	Iteration 32Q: 3 clusters Score -8508880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -8508909.000000 Penalty: 5383.778320
	Iteration 33Q: 3 clusters Score -8508909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -8508915.000000 Penalty: 5383.778320
	Iteration 34Q: 3 clusters Score -8508915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -8508919.000000 Penalty: 5383.778320
	Iteration 35Q: 3 clusters Score -8508919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -8508944.000000 Penalty: 5383.778320
	Iteration 36Q: 3 clusters Score -8508944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 50825 members 
Entering Unmasked Estep 
Score: -8508958.000000 Penalty: 5383.778320
	Iteration 37Q: 3 clusters Score -8508958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -8508978.000000 Penalty: 5383.778320
	Iteration 38Q: 3 clusters Score -8508978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -8508986.000000 Penalty: 5383.778320
	Iteration 39Q: 3 clusters Score -8508986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 50863 members 
Entering Unmasked Estep 
Score: -8509001.000000 Penalty: 5383.778320
	Iteration 40F: 3 clusters Score -8509001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 50872 members 
Entering Unmasked Estep 
Score: -8509023.000000 Penalty: 5383.778320
	Iteration 41Q: 3 clusters Score -8509023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -8509025.000000 Penalty: 5383.778320
	Iteration 42Q: 3 clusters Score -8509025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -8509053.000000 Penalty: 5383.778320
	Iteration 43Q: 3 clusters Score -8509053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -8509059.000000 Penalty: 5383.778320
	Iteration 44Q: 3 clusters Score -8509059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -8509074.000000 Penalty: 5383.778320
	Iteration 45Q: 3 clusters Score -8509074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -8509078.000000 Penalty: 5383.778320
	Iteration 46Q: 3 clusters Score -8509078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -8509085.000000 Penalty: 5383.778320
	Iteration 47Q: 3 clusters Score -8509085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -8509091.000000 Penalty: 5383.778320
	Iteration 48Q: 3 clusters Score -8509091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -8509095.000000 Penalty: 5383.778320
	Iteration 49Q: 3 clusters Score -8509095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -8509096.000000 Penalty: 5383.778320
	Iteration 50Q: 3 clusters Score -8509096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -8509116.000000 Penalty: 5383.778320
	Iteration 51Q: 3 clusters Score -8509116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 50927 members 
Entering Unmasked Estep 
Score: -8509126.000000 Penalty: 5383.778320
	Iteration 52Q: 3 clusters Score -8509126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -8509118.000000 Penalty: 5383.778320
	Iteration 53Q: 3 clusters Score -8509118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -8509122.000000 Penalty: 5383.778320
	Iteration 54Q: 3 clusters Score -8509122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -8509122.000000 Penalty: 5383.778320
	Iteration 55F: 3 clusters Score -8509122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -47040.632812 Penalty: 1444.115356
	Iteration 0F: 2 clusters Score -47040.63 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 178 members 
Entering Unmasked Estep 
Score: -45834.589844 Penalty: 2888.230713
	Iteration 0F: 3 clusters Score -45834.59 nChanged 57
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: -46046.843750 Penalty: 2888.230713
	Iteration 1F: 3 clusters Score -46046.84 nChanged 15
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: -46132.363281 Penalty: 2888.230713
	Iteration 2Q: 3 clusters Score -46132.36 nChanged 10
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: -46174.363281 Penalty: 2888.230713
	Iteration 3Q: 3 clusters Score -46174.36 nChanged 9
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: -46226.746094 Penalty: 2888.230713
	Iteration 4Q: 3 clusters Score -46226.75 nChanged 6
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: -46251.089844 Penalty: 2888.230713
	Iteration 5Q: 3 clusters Score -46251.09 nChanged 3
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: -46263.636719 Penalty: 2888.230713
	Iteration 6Q: 3 clusters Score -46263.64 nChanged 1
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: -46264.464844 Penalty: 2888.230713
	Iteration 7Q: 3 clusters Score -46264.46 nChanged 0
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: -46264.464844 Penalty: 2888.230713
	Iteration 8F: 3 clusters Score -46264.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Entering Unmasked Estep 
Score: -1075951.875000 Penalty: 2173.872314
	Iteration 0F: 2 clusters Score -1075952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1070596.375000 Penalty: 4347.744629
	Iteration 0F: 3 clusters Score -1070596 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1072108.250000 Penalty: 4347.744629
	Iteration 1F: 3 clusters Score -1072108 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1072463.875000 Penalty: 4347.744629
	Iteration 2F: 3 clusters Score -1072464 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1072807.625000 Penalty: 4347.744629
	Iteration 3F: 3 clusters Score -1072808 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1073146.625000 Penalty: 4347.744629
	Iteration 4F: 3 clusters Score -1073147 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1073569.250000 Penalty: 4347.744629
	Iteration 5F: 3 clusters Score -1073569 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1074162.000000 Penalty: 4347.744629
	Iteration 6F: 3 clusters Score -1074162 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1074788.125000 Penalty: 4347.744629
	Iteration 7F: 3 clusters Score -1074788 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1075157.500000 Penalty: 4347.744629
	Iteration 8F: 3 clusters Score -1075158 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1075367.375000 Penalty: 4347.744629
	Iteration 9Q: 3 clusters Score -1075367 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1075466.125000 Penalty: 4347.744629
	Iteration 10Q: 3 clusters Score -1075466 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1075524.625000 Penalty: 4347.744629
	Iteration 11Q: 3 clusters Score -1075525 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1075562.375000 Penalty: 4347.744629
	Iteration 12Q: 3 clusters Score -1075562 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1075586.125000 Penalty: 4347.744629
	Iteration 13Q: 3 clusters Score -1075586 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1075599.875000 Penalty: 4347.744629
	Iteration 14Q: 3 clusters Score -1075600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1075604.875000 Penalty: 4347.744629
	Iteration 15Q: 3 clusters Score -1075605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1075612.625000 Penalty: 4347.744629
	Iteration 16Q: 3 clusters Score -1075613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1075616.750000 Penalty: 4347.744629
	Iteration 17Q: 3 clusters Score -1075617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1075621.875000 Penalty: 4347.744629
	Iteration 18Q: 3 clusters Score -1075622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1075622.125000 Penalty: 4347.744629
	Iteration 19Q: 3 clusters Score -1075622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1075622.125000 Penalty: 4347.744629
	Iteration 20F: 3 clusters Score -1075622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1075624.625000 Penalty: 4347.744629
	Iteration 21Q: 3 clusters Score -1075625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1075623.750000 Penalty: 4347.744629
	Iteration 22Q: 3 clusters Score -1075624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1075624.625000 Penalty: 4347.744629
	Iteration 23Q: 3 clusters Score -1075625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1075624.625000 Penalty: 4347.744629
	Iteration 24F: 3 clusters Score -1075625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Entering Unmasked Estep 
Score: -382640.968750 Penalty: 1934.338745
	Iteration 0F: 2 clusters Score -382641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -379773.718750 Penalty: 3868.677490
	Iteration 0F: 3 clusters Score -379773.7 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -380359.218750 Penalty: 3868.677490
	Iteration 1F: 3 clusters Score -380359.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -380550.843750 Penalty: 3868.677490
	Iteration 2F: 3 clusters Score -380550.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -380648.312500 Penalty: 3868.677490
	Iteration 3Q: 3 clusters Score -380648.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -380731.937500 Penalty: 3868.677490
	Iteration 4Q: 3 clusters Score -380731.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -380803.906250 Penalty: 3868.677490
	Iteration 5Q: 3 clusters Score -380803.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -380859.000000 Penalty: 3868.677490
	Iteration 6Q: 3 clusters Score -380859 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -380904.125000 Penalty: 3868.677490
	Iteration 7Q: 3 clusters Score -380904.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -380961.062500 Penalty: 3868.677490
	Iteration 8Q: 3 clusters Score -380961.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -381021.468750 Penalty: 3868.677490
	Iteration 9Q: 3 clusters Score -381021.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -381079.656250 Penalty: 3868.677490
	Iteration 10Q: 3 clusters Score -381079.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -381142.250000 Penalty: 3868.677490
	Iteration 11Q: 3 clusters Score -381142.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -381199.687500 Penalty: 3868.677490
	Iteration 12Q: 3 clusters Score -381199.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -381277.031250 Penalty: 3868.677490
	Iteration 13Q: 3 clusters Score -381277 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -381369.812500 Penalty: 3868.677490
	Iteration 14Q: 3 clusters Score -381369.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -381461.625000 Penalty: 3868.677490
	Iteration 15Q: 3 clusters Score -381461.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -381565.843750 Penalty: 3868.677490
	Iteration 16Q: 3 clusters Score -381565.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -381634.093750 Penalty: 3868.677490
	Iteration 17Q: 3 clusters Score -381634.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -381690.156250 Penalty: 3868.677490
	Iteration 18Q: 3 clusters Score -381690.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -381726.625000 Penalty: 3868.677490
	Iteration 19Q: 3 clusters Score -381726.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -381760.343750 Penalty: 3868.677490
	Iteration 20F: 3 clusters Score -381760.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -381793.406250 Penalty: 3868.677490
	Iteration 21Q: 3 clusters Score -381793.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -381818.406250 Penalty: 3868.677490
	Iteration 22Q: 3 clusters Score -381818.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -381837.656250 Penalty: 3868.677490
	Iteration 23Q: 3 clusters Score -381837.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -381861.156250 Penalty: 3868.677490
	Iteration 24Q: 3 clusters Score -381861.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -381876.406250 Penalty: 3868.677490
	Iteration 25Q: 3 clusters Score -381876.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -381887.375000 Penalty: 3868.677490
	Iteration 26Q: 3 clusters Score -381887.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -381900.250000 Penalty: 3868.677490
	Iteration 27Q: 3 clusters Score -381900.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -381912.750000 Penalty: 3868.677490
	Iteration 28Q: 3 clusters Score -381912.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -381927.250000 Penalty: 3868.677490
	Iteration 29Q: 3 clusters Score -381927.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -381940.593750 Penalty: 3868.677490
	Iteration 30Q: 3 clusters Score -381940.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -381954.593750 Penalty: 3868.677490
	Iteration 31Q: 3 clusters Score -381954.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -381965.687500 Penalty: 3868.677490
	Iteration 32Q: 3 clusters Score -381965.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -381975.312500 Penalty: 3868.677490
	Iteration 33Q: 3 clusters Score -381975.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -381990.437500 Penalty: 3868.677490
	Iteration 34Q: 3 clusters Score -381990.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -382009.687500 Penalty: 3868.677490
	Iteration 35Q: 3 clusters Score -382009.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -382028.218750 Penalty: 3868.677490
	Iteration 36Q: 3 clusters Score -382028.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -382053.000000 Penalty: 3868.677490
	Iteration 37Q: 3 clusters Score -382053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -382079.781250 Penalty: 3868.677490
	Iteration 38Q: 3 clusters Score -382079.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -382112.687500 Penalty: 3868.677490
	Iteration 39Q: 3 clusters Score -382112.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -382136.500000 Penalty: 3868.677490
	Iteration 40F: 3 clusters Score -382136.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -382159.031250 Penalty: 3868.677490
	Iteration 41Q: 3 clusters Score -382159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -382179.718750 Penalty: 3868.677490
	Iteration 42Q: 3 clusters Score -382179.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -382195.343750 Penalty: 3868.677490
	Iteration 43Q: 3 clusters Score -382195.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -382209.218750 Penalty: 3868.677490
	Iteration 44Q: 3 clusters Score -382209.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -382218.312500 Penalty: 3868.677490
	Iteration 45Q: 3 clusters Score -382218.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -382221.812500 Penalty: 3868.677490
	Iteration 46Q: 3 clusters Score -382221.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -382225.062500 Penalty: 3868.677490
	Iteration 47Q: 3 clusters Score -382225.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -382225.812500 Penalty: 3868.677490
	Iteration 48Q: 3 clusters Score -382225.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -382227.093750 Penalty: 3868.677490
	Iteration 49Q: 3 clusters Score -382227.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -382229.000000 Penalty: 3868.677490
	Iteration 50Q: 3 clusters Score -382229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -382232.531250 Penalty: 3868.677490
	Iteration 51Q: 3 clusters Score -382232.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -382236.187500 Penalty: 3868.677490
	Iteration 52Q: 3 clusters Score -382236.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -382243.312500 Penalty: 3868.677490
	Iteration 53Q: 3 clusters Score -382243.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -382250.156250 Penalty: 3868.677490
	Iteration 54Q: 3 clusters Score -382250.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -382260.500000 Penalty: 3868.677490
	Iteration 55Q: 3 clusters Score -382260.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -382270.843750 Penalty: 3868.677490
	Iteration 56Q: 3 clusters Score -382270.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -382285.562500 Penalty: 3868.677490
	Iteration 57Q: 3 clusters Score -382285.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -382301.437500 Penalty: 3868.677490
	Iteration 58Q: 3 clusters Score -382301.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -382327.187500 Penalty: 3868.677490
	Iteration 59Q: 3 clusters Score -382327.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -382357.156250 Penalty: 3868.677490
	Iteration 60F: 3 clusters Score -382357.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -382380.468750 Penalty: 3868.677490
	Iteration 61Q: 3 clusters Score -382380.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -382395.750000 Penalty: 3868.677490
	Iteration 62Q: 3 clusters Score -382395.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -382411.968750 Penalty: 3868.677490
	Iteration 63Q: 3 clusters Score -382412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -382438.187500 Penalty: 3868.677490
	Iteration 64Q: 3 clusters Score -382438.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -382468.218750 Penalty: 3868.677490
	Iteration 65Q: 3 clusters Score -382468.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -382481.031250 Penalty: 3868.677490
	Iteration 66Q: 3 clusters Score -382481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -382489.218750 Penalty: 3868.677490
	Iteration 67Q: 3 clusters Score -382489.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -382495.000000 Penalty: 3868.677490
	Iteration 68Q: 3 clusters Score -382495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -382498.281250 Penalty: 3868.677490
	Iteration 69Q: 3 clusters Score -382498.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -382498.343750 Penalty: 3868.677490
	Iteration 70Q: 3 clusters Score -382498.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -382498.343750 Penalty: 3868.677490
	Iteration 71F: 3 clusters Score -382498.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Entering Unmasked Estep 
Score: -1092942.875000 Penalty: 2182.016602
	Iteration 0F: 2 clusters Score -1092943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1087377.875000 Penalty: 4364.033203
	Iteration 0F: 3 clusters Score -1087378 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1088888.750000 Penalty: 4364.033203
	Iteration 1F: 3 clusters Score -1088889 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1089226.125000 Penalty: 4364.033203
	Iteration 2F: 3 clusters Score -1089226 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1089493.875000 Penalty: 4364.033203
	Iteration 3F: 3 clusters Score -1089494 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1089695.750000 Penalty: 4364.033203
	Iteration 4Q: 3 clusters Score -1089696 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1089889.375000 Penalty: 4364.033203
	Iteration 5Q: 3 clusters Score -1089889 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1090065.500000 Penalty: 4364.033203
	Iteration 6Q: 3 clusters Score -1090066 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1090224.625000 Penalty: 4364.033203
	Iteration 7Q: 3 clusters Score -1090225 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1090365.125000 Penalty: 4364.033203
	Iteration 8Q: 3 clusters Score -1090365 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1090512.875000 Penalty: 4364.033203
	Iteration 9Q: 3 clusters Score -1090513 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1090686.500000 Penalty: 4364.033203
	Iteration 10Q: 3 clusters Score -1090686 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1090853.125000 Penalty: 4364.033203
	Iteration 11Q: 3 clusters Score -1090853 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1090981.250000 Penalty: 4364.033203
	Iteration 12Q: 3 clusters Score -1090981 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1091136.375000 Penalty: 4364.033203
	Iteration 13Q: 3 clusters Score -1091136 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1091330.125000 Penalty: 4364.033203
	Iteration 14Q: 3 clusters Score -1091330 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1091504.625000 Penalty: 4364.033203
	Iteration 15Q: 3 clusters Score -1091505 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1091637.250000 Penalty: 4364.033203
	Iteration 16Q: 3 clusters Score -1091637 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1091749.875000 Penalty: 4364.033203
	Iteration 17Q: 3 clusters Score -1091750 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1091840.125000 Penalty: 4364.033203
	Iteration 18Q: 3 clusters Score -1091840 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1091911.375000 Penalty: 4364.033203
	Iteration 19Q: 3 clusters Score -1091911 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1091959.000000 Penalty: 4364.033203
	Iteration 20F: 3 clusters Score -1091959 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1091987.625000 Penalty: 4364.033203
	Iteration 21Q: 3 clusters Score -1091988 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1092010.125000 Penalty: 4364.033203
	Iteration 22Q: 3 clusters Score -1092010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1092024.625000 Penalty: 4364.033203
	Iteration 23Q: 3 clusters Score -1092025 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1092039.750000 Penalty: 4364.033203
	Iteration 24Q: 3 clusters Score -1092040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1092050.250000 Penalty: 4364.033203
	Iteration 25Q: 3 clusters Score -1092050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1092061.000000 Penalty: 4364.033203
	Iteration 26Q: 3 clusters Score -1092061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1092066.500000 Penalty: 4364.033203
	Iteration 27Q: 3 clusters Score -1092066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1092073.500000 Penalty: 4364.033203
	Iteration 28Q: 3 clusters Score -1092074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1092078.000000 Penalty: 4364.033203
	Iteration 29Q: 3 clusters Score -1092078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1092080.625000 Penalty: 4364.033203
	Iteration 30Q: 3 clusters Score -1092081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1092087.125000 Penalty: 4364.033203
	Iteration 31Q: 3 clusters Score -1092087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1092090.000000 Penalty: 4364.033203
	Iteration 32Q: 3 clusters Score -1092090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1092095.375000 Penalty: 4364.033203
	Iteration 33Q: 3 clusters Score -1092095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1092102.500000 Penalty: 4364.033203
	Iteration 34Q: 3 clusters Score -1092102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1092116.625000 Penalty: 4364.033203
	Iteration 35Q: 3 clusters Score -1092117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1092120.125000 Penalty: 4364.033203
	Iteration 36Q: 3 clusters Score -1092120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1092126.750000 Penalty: 4364.033203
	Iteration 37Q: 3 clusters Score -1092127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1092133.625000 Penalty: 4364.033203
	Iteration 38Q: 3 clusters Score -1092134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1092141.000000 Penalty: 4364.033203
	Iteration 39Q: 3 clusters Score -1092141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1092153.000000 Penalty: 4364.033203
	Iteration 40F: 3 clusters Score -1092153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1092160.125000 Penalty: 4364.033203
	Iteration 41Q: 3 clusters Score -1092160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1092173.500000 Penalty: 4364.033203
	Iteration 42Q: 3 clusters Score -1092174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1092179.625000 Penalty: 4364.033203
	Iteration 43Q: 3 clusters Score -1092180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1092189.000000 Penalty: 4364.033203
	Iteration 44Q: 3 clusters Score -1092189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1092194.000000 Penalty: 4364.033203
	Iteration 45Q: 3 clusters Score -1092194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1092198.875000 Penalty: 4364.033203
	Iteration 46Q: 3 clusters Score -1092199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1092201.750000 Penalty: 4364.033203
	Iteration 47Q: 3 clusters Score -1092202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1092203.500000 Penalty: 4364.033203
	Iteration 48Q: 3 clusters Score -1092204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1092205.250000 Penalty: 4364.033203
	Iteration 49Q: 3 clusters Score -1092205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1092203.000000 Penalty: 4364.033203
	Iteration 50Q: 3 clusters Score -1092203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1092207.000000 Penalty: 4364.033203
	Iteration 51Q: 3 clusters Score -1092207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1092210.750000 Penalty: 4364.033203
	Iteration 52Q: 3 clusters Score -1092211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1092211.125000 Penalty: 4364.033203
	Iteration 53Q: 3 clusters Score -1092211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1092210.250000 Penalty: 4364.033203
	Iteration 54Q: 3 clusters Score -1092210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1092212.625000 Penalty: 4364.033203
	Iteration 55Q: 3 clusters Score -1092213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1092211.875000 Penalty: 4364.033203
	Iteration 56Q: 3 clusters Score -1092212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1092211.000000 Penalty: 4364.033203
	Iteration 57Q: 3 clusters Score -1092211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1092211.000000 Penalty: 4364.033203
	Iteration 58Q: 3 clusters Score -1092211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1092211.000000 Penalty: 4364.033203
	Iteration 59F: 3 clusters Score -1092211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -337941.718750 Penalty: 1895.821289
	Iteration 0F: 2 clusters Score -337941.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -335268.531250 Penalty: 3791.642578
	Iteration 0F: 3 clusters Score -335268.5 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -335765.218750 Penalty: 3791.642578
	Iteration 1F: 3 clusters Score -335765.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -335966.187500 Penalty: 3791.642578
	Iteration 2F: 3 clusters Score -335966.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -336068.031250 Penalty: 3791.642578
	Iteration 3F: 3 clusters Score -336068 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -336121.812500 Penalty: 3791.642578
	Iteration 4Q: 3 clusters Score -336121.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -336174.281250 Penalty: 3791.642578
	Iteration 5Q: 3 clusters Score -336174.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -336225.625000 Penalty: 3791.642578
	Iteration 6Q: 3 clusters Score -336225.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -336273.250000 Penalty: 3791.642578
	Iteration 7Q: 3 clusters Score -336273.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -336328.093750 Penalty: 3791.642578
	Iteration 8Q: 3 clusters Score -336328.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -336395.531250 Penalty: 3791.642578
	Iteration 9Q: 3 clusters Score -336395.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -336473.125000 Penalty: 3791.642578
	Iteration 10Q: 3 clusters Score -336473.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -336530.000000 Penalty: 3791.642578
	Iteration 11Q: 3 clusters Score -336530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -336578.718750 Penalty: 3791.642578
	Iteration 12Q: 3 clusters Score -336578.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -336652.937500 Penalty: 3791.642578
	Iteration 13Q: 3 clusters Score -336652.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -336700.437500 Penalty: 3791.642578
	Iteration 14Q: 3 clusters Score -336700.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -336746.937500 Penalty: 3791.642578
	Iteration 15Q: 3 clusters Score -336746.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -336799.500000 Penalty: 3791.642578
	Iteration 16Q: 3 clusters Score -336799.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -336849.156250 Penalty: 3791.642578
	Iteration 17Q: 3 clusters Score -336849.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -336891.031250 Penalty: 3791.642578
	Iteration 18Q: 3 clusters Score -336891 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -336939.031250 Penalty: 3791.642578
	Iteration 19Q: 3 clusters Score -336939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -336979.968750 Penalty: 3791.642578
	Iteration 20F: 3 clusters Score -336980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -337012.500000 Penalty: 3791.642578
	Iteration 21Q: 3 clusters Score -337012.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -337040.125000 Penalty: 3791.642578
	Iteration 22Q: 3 clusters Score -337040.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -337056.250000 Penalty: 3791.642578
	Iteration 23Q: 3 clusters Score -337056.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -337071.781250 Penalty: 3791.642578
	Iteration 24Q: 3 clusters Score -337071.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -337087.875000 Penalty: 3791.642578
	Iteration 25Q: 3 clusters Score -337087.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -337101.187500 Penalty: 3791.642578
	Iteration 26Q: 3 clusters Score -337101.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -337106.781250 Penalty: 3791.642578
	Iteration 27Q: 3 clusters Score -337106.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -337110.843750 Penalty: 3791.642578
	Iteration 28Q: 3 clusters Score -337110.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -337113.000000 Penalty: 3791.642578
	Iteration 29Q: 3 clusters Score -337113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -337113.687500 Penalty: 3791.642578
	Iteration 30Q: 3 clusters Score -337113.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -337115.875000 Penalty: 3791.642578
	Iteration 31Q: 3 clusters Score -337115.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -337116.062500 Penalty: 3791.642578
	Iteration 32Q: 3 clusters Score -337116.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -337118.343750 Penalty: 3791.642578
	Iteration 33Q: 3 clusters Score -337118.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -337119.156250 Penalty: 3791.642578
	Iteration 34Q: 3 clusters Score -337119.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -337120.125000 Penalty: 3791.642578
	Iteration 35Q: 3 clusters Score -337120.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -337120.937500 Penalty: 3791.642578
	Iteration 36Q: 3 clusters Score -337120.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -337120.937500 Penalty: 3791.642578
	Iteration 37F: 3 clusters Score -337120.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -143313.203125 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -143313.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -141463.328125 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -141463.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -141763.703125 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -141763.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -141925.687500 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -141925.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -142010.031250 Penalty: 3378.923096
	Iteration 3F: 3 clusters Score -142010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -142076.781250 Penalty: 3378.923096
	Iteration 4Q: 3 clusters Score -142076.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -142131.031250 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -142131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -142176.937500 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -142176.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -142200.750000 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -142200.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -142225.984375 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -142226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -142243.203125 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -142243.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -142258.593750 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -142258.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -142268.421875 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -142268.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -142280.781250 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -142280.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -142288.937500 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -142288.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -142298.093750 Penalty: 3378.923096
	Iteration 14Q: 3 clusters Score -142298.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -142311.578125 Penalty: 3378.923096
	Iteration 15Q: 3 clusters Score -142311.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -142317.218750 Penalty: 3378.923096
	Iteration 16Q: 3 clusters Score -142317.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -142322.734375 Penalty: 3378.923096
	Iteration 17Q: 3 clusters Score -142322.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -142331.843750 Penalty: 3378.923096
	Iteration 18Q: 3 clusters Score -142331.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -142337.734375 Penalty: 3378.923096
	Iteration 19Q: 3 clusters Score -142337.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -142347.500000 Penalty: 3378.923096
	Iteration 20F: 3 clusters Score -142347.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -142354.546875 Penalty: 3378.923096
	Iteration 21Q: 3 clusters Score -142354.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -142367.062500 Penalty: 3378.923096
	Iteration 22Q: 3 clusters Score -142367.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -142378.437500 Penalty: 3378.923096
	Iteration 23Q: 3 clusters Score -142378.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -142388.750000 Penalty: 3378.923096
	Iteration 24Q: 3 clusters Score -142388.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -142399.000000 Penalty: 3378.923096
	Iteration 25Q: 3 clusters Score -142399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -142410.750000 Penalty: 3378.923096
	Iteration 26Q: 3 clusters Score -142410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -142415.125000 Penalty: 3378.923096
	Iteration 27Q: 3 clusters Score -142415.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -142419.734375 Penalty: 3378.923096
	Iteration 28Q: 3 clusters Score -142419.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -142421.000000 Penalty: 3378.923096
	Iteration 29Q: 3 clusters Score -142421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -142421.000000 Penalty: 3378.923096
	Iteration 30F: 3 clusters Score -142421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Entering Unmasked Estep 
Score: -489882.125000 Penalty: 1979.300293
	Iteration 0F: 2 clusters Score -489882.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -486632.375000 Penalty: 3958.600586
	Iteration 0F: 3 clusters Score -486632.4 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -487285.593750 Penalty: 3958.600586
	Iteration 1F: 3 clusters Score -487285.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -487441.093750 Penalty: 3958.600586
	Iteration 2F: 3 clusters Score -487441.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -487539.125000 Penalty: 3958.600586
	Iteration 3Q: 3 clusters Score -487539.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -487607.750000 Penalty: 3958.600586
	Iteration 4Q: 3 clusters Score -487607.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -487662.562500 Penalty: 3958.600586
	Iteration 5Q: 3 clusters Score -487662.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -487708.062500 Penalty: 3958.600586
	Iteration 6Q: 3 clusters Score -487708.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -487744.250000 Penalty: 3958.600586
	Iteration 7Q: 3 clusters Score -487744.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -487778.250000 Penalty: 3958.600586
	Iteration 8Q: 3 clusters Score -487778.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -487812.281250 Penalty: 3958.600586
	Iteration 9Q: 3 clusters Score -487812.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -487844.687500 Penalty: 3958.600586
	Iteration 10Q: 3 clusters Score -487844.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -487875.375000 Penalty: 3958.600586
	Iteration 11Q: 3 clusters Score -487875.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -487925.406250 Penalty: 3958.600586
	Iteration 12Q: 3 clusters Score -487925.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -487968.343750 Penalty: 3958.600586
	Iteration 13Q: 3 clusters Score -487968.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -488020.343750 Penalty: 3958.600586
	Iteration 14Q: 3 clusters Score -488020.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -488073.000000 Penalty: 3958.600586
	Iteration 15Q: 3 clusters Score -488073 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -488117.093750 Penalty: 3958.600586
	Iteration 16Q: 3 clusters Score -488117.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -488165.937500 Penalty: 3958.600586
	Iteration 17Q: 3 clusters Score -488165.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -488238.843750 Penalty: 3958.600586
	Iteration 18Q: 3 clusters Score -488238.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -488312.781250 Penalty: 3958.600586
	Iteration 19Q: 3 clusters Score -488312.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -488398.375000 Penalty: 3958.600586
	Iteration 20F: 3 clusters Score -488398.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -488463.312500 Penalty: 3958.600586
	Iteration 21Q: 3 clusters Score -488463.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -488520.656250 Penalty: 3958.600586
	Iteration 22Q: 3 clusters Score -488520.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -488569.718750 Penalty: 3958.600586
	Iteration 23Q: 3 clusters Score -488569.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -488612.062500 Penalty: 3958.600586
	Iteration 24Q: 3 clusters Score -488612.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -488631.468750 Penalty: 3958.600586
	Iteration 25Q: 3 clusters Score -488631.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -488643.718750 Penalty: 3958.600586
	Iteration 26Q: 3 clusters Score -488643.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -488655.937500 Penalty: 3958.600586
	Iteration 27Q: 3 clusters Score -488655.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -488662.156250 Penalty: 3958.600586
	Iteration 28Q: 3 clusters Score -488662.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -488668.281250 Penalty: 3958.600586
	Iteration 29Q: 3 clusters Score -488668.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -488673.187500 Penalty: 3958.600586
	Iteration 30Q: 3 clusters Score -488673.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -488678.968750 Penalty: 3958.600586
	Iteration 31Q: 3 clusters Score -488679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -488681.031250 Penalty: 3958.600586
	Iteration 32Q: 3 clusters Score -488681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -488681.812500 Penalty: 3958.600586
	Iteration 33Q: 3 clusters Score -488681.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -488682.312500 Penalty: 3958.600586
	Iteration 34Q: 3 clusters Score -488682.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -488682.875000 Penalty: 3958.600586
	Iteration 35Q: 3 clusters Score -488682.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -488682.875000 Penalty: 3958.600586
	Iteration 36F: 3 clusters Score -488682.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (74130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74130 members 
Entering Unmasked Estep 
Score: -12550256.000000 Penalty: 2780.966797
	Iteration 0F: 2 clusters Score -1.255026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -12503603.000000 Penalty: 5561.933594
	Iteration 0F: 3 clusters Score -1.25036e+07 nChanged 34755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -12524012.000000 Penalty: 5561.933594
	Iteration 1F: 3 clusters Score -1.252401e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -12525188.000000 Penalty: 5561.933594
	Iteration 2Q: 3 clusters Score -1.252519e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -12526716.000000 Penalty: 5561.933594
	Iteration 3Q: 3 clusters Score -1.252672e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -12528644.000000 Penalty: 5561.933594
	Iteration 4F: 3 clusters Score -1.252864e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -12531115.000000 Penalty: 5561.933594
	Iteration 5F: 3 clusters Score -1.253112e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 54938 members 
Entering Unmasked Estep 
Score: -12534313.000000 Penalty: 5561.933594
	Iteration 6F: 3 clusters Score -1.253431e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -12537752.000000 Penalty: 5561.933594
	Iteration 7F: 3 clusters Score -1.253775e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -12540634.000000 Penalty: 5561.933594
	Iteration 8F: 3 clusters Score -1.254063e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 65781 members 
Entering Unmasked Estep 
Score: -12542864.000000 Penalty: 5561.933594
	Iteration 9Q: 3 clusters Score -1.254286e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 67826 members 
Entering Unmasked Estep 
Score: -12544396.000000 Penalty: 5561.933594
	Iteration 10Q: 3 clusters Score -1.25444e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 69264 members 
Entering Unmasked Estep 
Score: -12545399.000000 Penalty: 5561.933594
	Iteration 11Q: 3 clusters Score -1.25454e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 70328 members 
Entering Unmasked Estep 
Score: -12545992.000000 Penalty: 5561.933594
	Iteration 12Q: 3 clusters Score -1.254599e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 71113 members 
Entering Unmasked Estep 
Score: -12546439.000000 Penalty: 5561.933594
	Iteration 13Q: 3 clusters Score -1.254644e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -12546738.000000 Penalty: 5561.933594
	Iteration 14Q: 3 clusters Score -1.254674e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -12546998.000000 Penalty: 5561.933594
	Iteration 15Q: 3 clusters Score -1.2547e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 72361 members 
Entering Unmasked Estep 
Score: -12547147.000000 Penalty: 5561.933594
	Iteration 16Q: 3 clusters Score -1.254715e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 72597 members 
Entering Unmasked Estep 
Score: -12547247.000000 Penalty: 5561.933594
	Iteration 17Q: 3 clusters Score -1.254725e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 72765 members 
Entering Unmasked Estep 
Score: -12547374.000000 Penalty: 5561.933594
	Iteration 18Q: 3 clusters Score -1.254737e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 72886 members 
Entering Unmasked Estep 
Score: -12547431.000000 Penalty: 5561.933594
	Iteration 19Q: 3 clusters Score -1.254743e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 72991 members 
Entering Unmasked Estep 
Score: -12547496.000000 Penalty: 5561.933594
	Iteration 20F: 3 clusters Score -1.25475e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 73068 members 
Entering Unmasked Estep 
Score: -12547518.000000 Penalty: 5561.933594
	Iteration 21Q: 3 clusters Score -1.254752e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 73134 members 
Entering Unmasked Estep 
Score: -12547586.000000 Penalty: 5561.933594
	Iteration 22Q: 3 clusters Score -1.254759e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 73186 members 
Entering Unmasked Estep 
Score: -12547644.000000 Penalty: 5561.933594
	Iteration 23Q: 3 clusters Score -1.254764e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 73224 members 
Entering Unmasked Estep 
Score: -12547689.000000 Penalty: 5561.933594
	Iteration 24Q: 3 clusters Score -1.254769e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 73251 members 
Entering Unmasked Estep 
Score: -12547718.000000 Penalty: 5561.933594
	Iteration 25Q: 3 clusters Score -1.254772e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 73271 members 
Entering Unmasked Estep 
Score: -12547681.000000 Penalty: 5561.933594
	Iteration 26Q: 3 clusters Score -1.254768e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 73289 members 
Entering Unmasked Estep 
Score: -12547715.000000 Penalty: 5561.933594
	Iteration 27Q: 3 clusters Score -1.254772e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 73299 members 
Entering Unmasked Estep 
Score: -12547727.000000 Penalty: 5561.933594
	Iteration 28Q: 3 clusters Score -1.254773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 73318 members 
Entering Unmasked Estep 
Score: -12547708.000000 Penalty: 5561.933594
	Iteration 29Q: 3 clusters Score -1.254771e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 73334 members 
Entering Unmasked Estep 
Score: -12547737.000000 Penalty: 5561.933594
	Iteration 30Q: 3 clusters Score -1.254774e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -12547753.000000 Penalty: 5561.933594
	Iteration 31Q: 3 clusters Score -1.254775e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -12547786.000000 Penalty: 5561.933594
	Iteration 32Q: 3 clusters Score -1.254779e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
Score: -12547773.000000 Penalty: 5561.933594
	Iteration 33Q: 3 clusters Score -1.254777e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 73399 members 
Entering Unmasked Estep 
Score: -12547775.000000 Penalty: 5561.933594
	Iteration 34Q: 3 clusters Score -1.254778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 73410 members 
Entering Unmasked Estep 
Score: -12547807.000000 Penalty: 5561.933594
	Iteration 35Q: 3 clusters Score -1.254781e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -12547821.000000 Penalty: 5561.933594
	Iteration 36Q: 3 clusters Score -1.254782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 73422 members 
Entering Unmasked Estep 
Score: -12547793.000000 Penalty: 5561.933594
	Iteration 37Q: 3 clusters Score -1.254779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 73422 members 
Entering Unmasked Estep 
Score: -12547825.000000 Penalty: 5561.933594
	Iteration 38Q: 3 clusters Score -1.254782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 73424 members 
Entering Unmasked Estep 
Score: -12547813.000000 Penalty: 5561.933594
	Iteration 39Q: 3 clusters Score -1.254781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -12547820.000000 Penalty: 5561.933594
	Iteration 40F: 3 clusters Score -1.254782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 73426 members 
Entering Unmasked Estep 
Score: -12547818.000000 Penalty: 5561.933594
	Iteration 41Q: 3 clusters Score -1.254782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 73427 members 
Entering Unmasked Estep 
Score: -12547836.000000 Penalty: 5561.933594
	Iteration 42Q: 3 clusters Score -1.254784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 73427 members 
Entering Unmasked Estep 
Score: -12547836.000000 Penalty: 5561.933594
	Iteration 43F: 3 clusters Score -1.254784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Entering Unmasked Estep 
Score: -4331021.000000 Penalty: 2514.920898
	Iteration 0F: 2 clusters Score -4331021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -4313569.000000 Penalty: 5029.841797
	Iteration 0F: 3 clusters Score -4313569 nChanged 11267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -4319723.000000 Penalty: 5029.841797
	Iteration 1F: 3 clusters Score -4319723 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -4320201.000000 Penalty: 5029.841797
	Iteration 2Q: 3 clusters Score -4320201 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -4320732.500000 Penalty: 5029.841797
	Iteration 3Q: 3 clusters Score -4320732 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -4321291.000000 Penalty: 5029.841797
	Iteration 4Q: 3 clusters Score -4321291 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -4322020.500000 Penalty: 5029.841797
	Iteration 5Q: 3 clusters Score -4322020 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -4322979.500000 Penalty: 5029.841797
	Iteration 6F: 3 clusters Score -4322980 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -4324238.500000 Penalty: 5029.841797
	Iteration 7F: 3 clusters Score -4324238 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -4325770.000000 Penalty: 5029.841797
	Iteration 8F: 3 clusters Score -4325770 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -4327139.500000 Penalty: 5029.841797
	Iteration 9F: 3 clusters Score -4327140 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -4328084.000000 Penalty: 5029.841797
	Iteration 10F: 3 clusters Score -4328084 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -4328630.000000 Penalty: 5029.841797
	Iteration 11Q: 3 clusters Score -4328630 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -4328945.000000 Penalty: 5029.841797
	Iteration 12Q: 3 clusters Score -4328945 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -4329149.000000 Penalty: 5029.841797
	Iteration 13Q: 3 clusters Score -4329149 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -4329269.000000 Penalty: 5029.841797
	Iteration 14Q: 3 clusters Score -4329269 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -4329336.500000 Penalty: 5029.841797
	Iteration 15Q: 3 clusters Score -4329336 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -4329381.000000 Penalty: 5029.841797
	Iteration 16Q: 3 clusters Score -4329381 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -4329395.500000 Penalty: 5029.841797
	Iteration 17Q: 3 clusters Score -4329396 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -4329405.000000 Penalty: 5029.841797
	Iteration 18Q: 3 clusters Score -4329405 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -4329408.000000 Penalty: 5029.841797
	Iteration 19Q: 3 clusters Score -4329408 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -4329413.000000 Penalty: 5029.841797
	Iteration 20F: 3 clusters Score -4329413 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -4329428.500000 Penalty: 5029.841797
	Iteration 21Q: 3 clusters Score -4329428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -4329430.500000 Penalty: 5029.841797
	Iteration 22Q: 3 clusters Score -4329430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -4329435.000000 Penalty: 5029.841797
	Iteration 23Q: 3 clusters Score -4329435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -4329442.000000 Penalty: 5029.841797
	Iteration 24Q: 3 clusters Score -4329442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -4329446.500000 Penalty: 5029.841797
	Iteration 25Q: 3 clusters Score -4329446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -4329453.000000 Penalty: 5029.841797
	Iteration 26Q: 3 clusters Score -4329453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -4329456.500000 Penalty: 5029.841797
	Iteration 27Q: 3 clusters Score -4329456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -4329449.500000 Penalty: 5029.841797
	Iteration 28Q: 3 clusters Score -4329450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -4329456.500000 Penalty: 5029.841797
	Iteration 29Q: 3 clusters Score -4329456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -4329453.000000 Penalty: 5029.841797
	Iteration 30Q: 3 clusters Score -4329453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -4329452.000000 Penalty: 5029.841797
	Iteration 31Q: 3 clusters Score -4329452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -4329456.000000 Penalty: 5029.841797
	Iteration 32Q: 3 clusters Score -4329456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -4329449.000000 Penalty: 5029.841797
	Iteration 33Q: 3 clusters Score -4329449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -4329448.500000 Penalty: 5029.841797
	Iteration 34Q: 3 clusters Score -4329448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -4329452.000000 Penalty: 5029.841797
	Iteration 35Q: 3 clusters Score -4329452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -4329447.500000 Penalty: 5029.841797
	Iteration 36Q: 3 clusters Score -4329448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -4329445.500000 Penalty: 5029.841797
	Iteration 37Q: 3 clusters Score -4329446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -4329452.500000 Penalty: 5029.841797
	Iteration 38Q: 3 clusters Score -4329452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -4329449.000000 Penalty: 5029.841797
	Iteration 39Q: 3 clusters Score -4329449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -4329451.500000 Penalty: 5029.841797
	Iteration 40F: 3 clusters Score -4329452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -4329451.500000 Penalty: 5029.841797
	Iteration 41Q: 3 clusters Score -4329452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -4329448.000000 Penalty: 5029.841797
	Iteration 42Q: 3 clusters Score -4329448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -4329446.500000 Penalty: 5029.841797
	Iteration 43Q: 3 clusters Score -4329446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -4329446.500000 Penalty: 5029.841797
	Iteration 44Q: 3 clusters Score -4329446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -4329446.500000 Penalty: 5029.841797
	Iteration 45F: 3 clusters Score -4329446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (34323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Entering Unmasked Estep 
Score: -5990426.000000 Penalty: 2590.005615
	Iteration 0F: 2 clusters Score -5990426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -5966998.000000 Penalty: 5180.011230
	Iteration 0F: 3 clusters Score -5966998 nChanged 15652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -5975487.500000 Penalty: 5180.011230
	Iteration 1F: 3 clusters Score -5975488 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -5975897.500000 Penalty: 5180.011230
	Iteration 2Q: 3 clusters Score -5975898 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -5976170.000000 Penalty: 5180.011230
	Iteration 3Q: 3 clusters Score -5976170 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -5976395.000000 Penalty: 5180.011230
	Iteration 4Q: 3 clusters Score -5976395 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -5976595.500000 Penalty: 5180.011230
	Iteration 5Q: 3 clusters Score -5976596 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -5976742.500000 Penalty: 5180.011230
	Iteration 6Q: 3 clusters Score -5976742 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -5976907.500000 Penalty: 5180.011230
	Iteration 7Q: 3 clusters Score -5976908 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -5977041.500000 Penalty: 5180.011230
	Iteration 8Q: 3 clusters Score -5977042 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -5977151.500000 Penalty: 5180.011230
	Iteration 9Q: 3 clusters Score -5977152 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -5977314.000000 Penalty: 5180.011230
	Iteration 10Q: 3 clusters Score -5977314 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -5977483.500000 Penalty: 5180.011230
	Iteration 11Q: 3 clusters Score -5977484 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -5977690.500000 Penalty: 5180.011230
	Iteration 12Q: 3 clusters Score -5977690 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -5977958.500000 Penalty: 5180.011230
	Iteration 13Q: 3 clusters Score -5977958 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -5978372.500000 Penalty: 5180.011230
	Iteration 14Q: 3 clusters Score -5978372 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -5979012.500000 Penalty: 5180.011230
	Iteration 15Q: 3 clusters Score -5979012 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -5979994.500000 Penalty: 5180.011230
	Iteration 16F: 3 clusters Score -5979994 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -5981428.500000 Penalty: 5180.011230
	Iteration 17F: 3 clusters Score -5981428 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -5983260.000000 Penalty: 5180.011230
	Iteration 18F: 3 clusters Score -5983260 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -5985013.500000 Penalty: 5180.011230
	Iteration 19F: 3 clusters Score -5985014 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -5986359.500000 Penalty: 5180.011230
	Iteration 20F: 3 clusters Score -5986360 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5987160.000000 Penalty: 5180.011230
	Iteration 21Q: 3 clusters Score -5987160 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5987608.500000 Penalty: 5180.011230
	Iteration 22Q: 3 clusters Score -5987608 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5987849.000000 Penalty: 5180.011230
	Iteration 23Q: 3 clusters Score -5987849 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5987992.000000 Penalty: 5180.011230
	Iteration 24Q: 3 clusters Score -5987992 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5988062.500000 Penalty: 5180.011230
	Iteration 25Q: 3 clusters Score -5988062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5988102.500000 Penalty: 5180.011230
	Iteration 26Q: 3 clusters Score -5988102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5988134.000000 Penalty: 5180.011230
	Iteration 27Q: 3 clusters Score -5988134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5988149.000000 Penalty: 5180.011230
	Iteration 28Q: 3 clusters Score -5988149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5988161.500000 Penalty: 5180.011230
	Iteration 29Q: 3 clusters Score -5988162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5988169.000000 Penalty: 5180.011230
	Iteration 30Q: 3 clusters Score -5988169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5988175.000000 Penalty: 5180.011230
	Iteration 31Q: 3 clusters Score -5988175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5988182.500000 Penalty: 5180.011230
	Iteration 32Q: 3 clusters Score -5988182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5988181.500000 Penalty: 5180.011230
	Iteration 33Q: 3 clusters Score -5988182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5988187.000000 Penalty: 5180.011230
	Iteration 34Q: 3 clusters Score -5988187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5988190.000000 Penalty: 5180.011230
	Iteration 35Q: 3 clusters Score -5988190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5988200.500000 Penalty: 5180.011230
	Iteration 36Q: 3 clusters Score -5988200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5988205.000000 Penalty: 5180.011230
	Iteration 37Q: 3 clusters Score -5988205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5988209.000000 Penalty: 5180.011230
	Iteration 38Q: 3 clusters Score -5988209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5988211.000000 Penalty: 5180.011230
	Iteration 39Q: 3 clusters Score -5988211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5988214.500000 Penalty: 5180.011230
	Iteration 40F: 3 clusters Score -5988214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5988216.500000 Penalty: 5180.011230
	Iteration 41Q: 3 clusters Score -5988216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5988216.500000 Penalty: 5180.011230
	Iteration 42F: 3 clusters Score -5988216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (26080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Entering Unmasked Estep 
Score: -4485895.500000 Penalty: 2521.893311
	Iteration 0F: 2 clusters Score -4485896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -4467810.500000 Penalty: 5043.786621
	Iteration 0F: 3 clusters Score -4467810 nChanged 11705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -4474551.000000 Penalty: 5043.786621
	Iteration 1F: 3 clusters Score -4474551 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -4475307.500000 Penalty: 5043.786621
	Iteration 2F: 3 clusters Score -4475308 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -4476195.500000 Penalty: 5043.786621
	Iteration 3F: 3 clusters Score -4476196 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -4477282.000000 Penalty: 5043.786621
	Iteration 4F: 3 clusters Score -4477282 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -4478554.500000 Penalty: 5043.786621
	Iteration 5F: 3 clusters Score -4478554 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -4480106.500000 Penalty: 5043.786621
	Iteration 6F: 3 clusters Score -4480106 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -4481556.500000 Penalty: 5043.786621
	Iteration 7F: 3 clusters Score -4481556 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -4482746.000000 Penalty: 5043.786621
	Iteration 8Q: 3 clusters Score -4482746 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -4483373.000000 Penalty: 5043.786621
	Iteration 9Q: 3 clusters Score -4483373 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -4483685.500000 Penalty: 5043.786621
	Iteration 10Q: 3 clusters Score -4483686 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -4483845.500000 Penalty: 5043.786621
	Iteration 11Q: 3 clusters Score -4483846 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -4483945.000000 Penalty: 5043.786621
	Iteration 12Q: 3 clusters Score -4483945 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -4484035.000000 Penalty: 5043.786621
	Iteration 13Q: 3 clusters Score -4484035 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -4484111.500000 Penalty: 5043.786621
	Iteration 14Q: 3 clusters Score -4484112 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -4484157.500000 Penalty: 5043.786621
	Iteration 15Q: 3 clusters Score -4484158 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -4484187.000000 Penalty: 5043.786621
	Iteration 16Q: 3 clusters Score -4484187 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -4484207.000000 Penalty: 5043.786621
	Iteration 17Q: 3 clusters Score -4484207 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -4484256.000000 Penalty: 5043.786621
	Iteration 18Q: 3 clusters Score -4484256 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -4484285.000000 Penalty: 5043.786621
	Iteration 19Q: 3 clusters Score -4484285 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -4484314.000000 Penalty: 5043.786621
	Iteration 20F: 3 clusters Score -4484314 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -4484348.500000 Penalty: 5043.786621
	Iteration 21Q: 3 clusters Score -4484348 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -4484363.000000 Penalty: 5043.786621
	Iteration 22Q: 3 clusters Score -4484363 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -4484383.000000 Penalty: 5043.786621
	Iteration 23Q: 3 clusters Score -4484383 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -4484400.500000 Penalty: 5043.786621
	Iteration 24Q: 3 clusters Score -4484400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -4484410.000000 Penalty: 5043.786621
	Iteration 25Q: 3 clusters Score -4484410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4484405.000000 Penalty: 5043.786621
	Iteration 26Q: 3 clusters Score -4484405 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -4484414.000000 Penalty: 5043.786621
	Iteration 27Q: 3 clusters Score -4484414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4484423.500000 Penalty: 5043.786621
	Iteration 28Q: 3 clusters Score -4484424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -4484412.500000 Penalty: 5043.786621
	Iteration 29Q: 3 clusters Score -4484412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -4484417.000000 Penalty: 5043.786621
	Iteration 30Q: 3 clusters Score -4484417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4484421.000000 Penalty: 5043.786621
	Iteration 31Q: 3 clusters Score -4484421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4484430.000000 Penalty: 5043.786621
	Iteration 32Q: 3 clusters Score -4484430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4484438.000000 Penalty: 5043.786621
	Iteration 33Q: 3 clusters Score -4484438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4484438.500000 Penalty: 5043.786621
	Iteration 34Q: 3 clusters Score -4484438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4484442.000000 Penalty: 5043.786621
	Iteration 35Q: 3 clusters Score -4484442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4484450.000000 Penalty: 5043.786621
	Iteration 36Q: 3 clusters Score -4484450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4484452.500000 Penalty: 5043.786621
	Iteration 37Q: 3 clusters Score -4484452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4484456.500000 Penalty: 5043.786621
	Iteration 38Q: 3 clusters Score -4484456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4484456.000000 Penalty: 5043.786621
	Iteration 39Q: 3 clusters Score -4484456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4484458.500000 Penalty: 5043.786621
	Iteration 40F: 3 clusters Score -4484458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4484471.500000 Penalty: 5043.786621
	Iteration 41Q: 3 clusters Score -4484472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -4484468.000000 Penalty: 5043.786621
	Iteration 42Q: 3 clusters Score -4484468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4484471.000000 Penalty: 5043.786621
	Iteration 43Q: 3 clusters Score -4484471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4484472.000000 Penalty: 5043.786621
	Iteration 44Q: 3 clusters Score -4484472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4484476.500000 Penalty: 5043.786621
	Iteration 45Q: 3 clusters Score -4484476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -4484476.000000 Penalty: 5043.786621
	Iteration 46Q: 3 clusters Score -4484476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -4484476.000000 Penalty: 5043.786621
	Iteration 47F: 3 clusters Score -4484476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (32796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Entering Unmasked Estep 
Score: -5555805.500000 Penalty: 2578.719238
	Iteration 0F: 2 clusters Score -5555806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -5533455.000000 Penalty: 5157.438477
	Iteration 0F: 3 clusters Score -5533455 nChanged 14948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -5541439.000000 Penalty: 5157.438477
	Iteration 1F: 3 clusters Score -5541439 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -5541946.500000 Penalty: 5157.438477
	Iteration 2Q: 3 clusters Score -5541946 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -5542557.000000 Penalty: 5157.438477
	Iteration 3Q: 3 clusters Score -5542557 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -5543285.000000 Penalty: 5157.438477
	Iteration 4Q: 3 clusters Score -5543285 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -5544402.500000 Penalty: 5157.438477
	Iteration 5F: 3 clusters Score -5544402 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -5546101.000000 Penalty: 5157.438477
	Iteration 6F: 3 clusters Score -5546101 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -5548164.000000 Penalty: 5157.438477
	Iteration 7F: 3 clusters Score -5548164 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -5550180.000000 Penalty: 5157.438477
	Iteration 8F: 3 clusters Score -5550180 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -5551979.500000 Penalty: 5157.438477
	Iteration 9F: 3 clusters Score -5551980 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -5553418.000000 Penalty: 5157.438477
	Iteration 10Q: 3 clusters Score -5553418 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -5554461.500000 Penalty: 5157.438477
	Iteration 11Q: 3 clusters Score -5554462 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -5554998.500000 Penalty: 5157.438477
	Iteration 12Q: 3 clusters Score -5554998 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -5555245.500000 Penalty: 5157.438477
	Iteration 13Q: 3 clusters Score -5555246 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -5555375.500000 Penalty: 5157.438477
	Iteration 14Q: 3 clusters Score -5555376 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -5555458.500000 Penalty: 5157.438477
	Iteration 15Q: 3 clusters Score -5555458 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -5555528.500000 Penalty: 5157.438477
	Iteration 16Q: 3 clusters Score -5555528 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -5555582.500000 Penalty: 5157.438477
	Iteration 17Q: 3 clusters Score -5555582 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -5555622.500000 Penalty: 5157.438477
	Iteration 18Q: 3 clusters Score -5555622 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -5555660.500000 Penalty: 5157.438477
	Iteration 19Q: 3 clusters Score -5555660 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -5555683.500000 Penalty: 5157.438477
	Iteration 20F: 3 clusters Score -5555684 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -5555717.000000 Penalty: 5157.438477
	Iteration 21Q: 3 clusters Score -5555717 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -5555722.000000 Penalty: 5157.438477
	Iteration 22Q: 3 clusters Score -5555722 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -5555731.500000 Penalty: 5157.438477
	Iteration 23Q: 3 clusters Score -5555732 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -5555744.000000 Penalty: 5157.438477
	Iteration 24Q: 3 clusters Score -5555744 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -5555760.500000 Penalty: 5157.438477
	Iteration 25Q: 3 clusters Score -5555760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -5555764.000000 Penalty: 5157.438477
	Iteration 26Q: 3 clusters Score -5555764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -5555765.500000 Penalty: 5157.438477
	Iteration 27Q: 3 clusters Score -5555766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -5555770.000000 Penalty: 5157.438477
	Iteration 28Q: 3 clusters Score -5555770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -5555764.500000 Penalty: 5157.438477
	Iteration 29Q: 3 clusters Score -5555764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -5555765.500000 Penalty: 5157.438477
	Iteration 30Q: 3 clusters Score -5555766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -5555769.000000 Penalty: 5157.438477
	Iteration 31Q: 3 clusters Score -5555769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -5555772.500000 Penalty: 5157.438477
	Iteration 32Q: 3 clusters Score -5555772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -5555770.000000 Penalty: 5157.438477
	Iteration 33Q: 3 clusters Score -5555770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -5555763.000000 Penalty: 5157.438477
	Iteration 34Q: 3 clusters Score -5555763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -5555775.000000 Penalty: 5157.438477
	Iteration 35Q: 3 clusters Score -5555775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -5555776.000000 Penalty: 5157.438477
	Iteration 36Q: 3 clusters Score -5555776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -5555770.000000 Penalty: 5157.438477
	Iteration 37Q: 3 clusters Score -5555770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -5555763.500000 Penalty: 5157.438477
	Iteration 38Q: 3 clusters Score -5555764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -5555767.000000 Penalty: 5157.438477
	Iteration 39Q: 3 clusters Score -5555767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -5555764.500000 Penalty: 5157.438477
	Iteration 40F: 3 clusters Score -5555764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -5555773.000000 Penalty: 5157.438477
	Iteration 41Q: 3 clusters Score -5555773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -5555767.000000 Penalty: 5157.438477
	Iteration 42Q: 3 clusters Score -5555767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -5555779.500000 Penalty: 5157.438477
	Iteration 43Q: 3 clusters Score -5555780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -5555773.500000 Penalty: 5157.438477
	Iteration 44Q: 3 clusters Score -5555774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -5555778.000000 Penalty: 5157.438477
	Iteration 45Q: 3 clusters Score -5555778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -5555772.000000 Penalty: 5157.438477
	Iteration 46Q: 3 clusters Score -5555772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -5555782.000000 Penalty: 5157.438477
	Iteration 47Q: 3 clusters Score -5555782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -5555780.000000 Penalty: 5157.438477
	Iteration 48Q: 3 clusters Score -5555780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -5555780.000000 Penalty: 5157.438477
	Iteration 49Q: 3 clusters Score -5555780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -5555778.500000 Penalty: 5157.438477
	Iteration 50Q: 3 clusters Score -5555778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -5555777.500000 Penalty: 5157.438477
	Iteration 51Q: 3 clusters Score -5555778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -5555777.500000 Penalty: 5157.438477
	Iteration 52F: 3 clusters Score -5555778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Entering Unmasked Estep 
Score: -747626.437500 Penalty: 2083.864502
	Iteration 0F: 2 clusters Score -747626.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -743411.250000 Penalty: 4167.729004
	Iteration 0F: 3 clusters Score -743411.2 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -744414.125000 Penalty: 4167.729004
	Iteration 1F: 3 clusters Score -744414.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -744651.687500 Penalty: 4167.729004
	Iteration 2F: 3 clusters Score -744651.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -744784.375000 Penalty: 4167.729004
	Iteration 3F: 3 clusters Score -744784.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -744896.500000 Penalty: 4167.729004
	Iteration 4Q: 3 clusters Score -744896.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -744997.500000 Penalty: 4167.729004
	Iteration 5Q: 3 clusters Score -744997.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -745087.125000 Penalty: 4167.729004
	Iteration 6Q: 3 clusters Score -745087.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -745163.125000 Penalty: 4167.729004
	Iteration 7Q: 3 clusters Score -745163.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -745243.812500 Penalty: 4167.729004
	Iteration 8Q: 3 clusters Score -745243.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -745329.062500 Penalty: 4167.729004
	Iteration 9Q: 3 clusters Score -745329.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -745419.687500 Penalty: 4167.729004
	Iteration 10Q: 3 clusters Score -745419.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -745509.562500 Penalty: 4167.729004
	Iteration 11Q: 3 clusters Score -745509.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -745603.875000 Penalty: 4167.729004
	Iteration 12Q: 3 clusters Score -745603.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -745677.125000 Penalty: 4167.729004
	Iteration 13Q: 3 clusters Score -745677.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -745736.187500 Penalty: 4167.729004
	Iteration 14Q: 3 clusters Score -745736.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -745788.937500 Penalty: 4167.729004
	Iteration 15Q: 3 clusters Score -745788.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -745834.375000 Penalty: 4167.729004
	Iteration 16Q: 3 clusters Score -745834.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -745882.187500 Penalty: 4167.729004
	Iteration 17Q: 3 clusters Score -745882.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -745915.562500 Penalty: 4167.729004
	Iteration 18Q: 3 clusters Score -745915.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -745940.875000 Penalty: 4167.729004
	Iteration 19Q: 3 clusters Score -745940.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -745978.250000 Penalty: 4167.729004
	Iteration 20F: 3 clusters Score -745978.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -746019.250000 Penalty: 4167.729004
	Iteration 21Q: 3 clusters Score -746019.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -746081.375000 Penalty: 4167.729004
	Iteration 22Q: 3 clusters Score -746081.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -746135.687500 Penalty: 4167.729004
	Iteration 23Q: 3 clusters Score -746135.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -746194.687500 Penalty: 4167.729004
	Iteration 24Q: 3 clusters Score -746194.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -746243.750000 Penalty: 4167.729004
	Iteration 25Q: 3 clusters Score -746243.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -746283.750000 Penalty: 4167.729004
	Iteration 26Q: 3 clusters Score -746283.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -746318.375000 Penalty: 4167.729004
	Iteration 27Q: 3 clusters Score -746318.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -746353.187500 Penalty: 4167.729004
	Iteration 28Q: 3 clusters Score -746353.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -746371.437500 Penalty: 4167.729004
	Iteration 29Q: 3 clusters Score -746371.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -746387.625000 Penalty: 4167.729004
	Iteration 30Q: 3 clusters Score -746387.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -746401.250000 Penalty: 4167.729004
	Iteration 31Q: 3 clusters Score -746401.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -746405.875000 Penalty: 4167.729004
	Iteration 32Q: 3 clusters Score -746405.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -746414.000000 Penalty: 4167.729004
	Iteration 33Q: 3 clusters Score -746414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -746420.062500 Penalty: 4167.729004
	Iteration 34Q: 3 clusters Score -746420.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -746425.187500 Penalty: 4167.729004
	Iteration 35Q: 3 clusters Score -746425.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -746429.562500 Penalty: 4167.729004
	Iteration 36Q: 3 clusters Score -746429.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -746430.875000 Penalty: 4167.729004
	Iteration 37Q: 3 clusters Score -746430.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -746433.812500 Penalty: 4167.729004
	Iteration 38Q: 3 clusters Score -746433.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -746435.250000 Penalty: 4167.729004
	Iteration 39Q: 3 clusters Score -746435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -746437.250000 Penalty: 4167.729004
	Iteration 40F: 3 clusters Score -746437.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -746438.437500 Penalty: 4167.729004
	Iteration 41Q: 3 clusters Score -746438.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -746439.812500 Penalty: 4167.729004
	Iteration 42Q: 3 clusters Score -746439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -746441.062500 Penalty: 4167.729004
	Iteration 43Q: 3 clusters Score -746441.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -746442.750000 Penalty: 4167.729004
	Iteration 44Q: 3 clusters Score -746442.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -746443.187500 Penalty: 4167.729004
	Iteration 45Q: 3 clusters Score -746443.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -746443.187500 Penalty: 4167.729004
	Iteration 46F: 3 clusters Score -746443.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -379267.562500 Penalty: 1919.576904
	Iteration 0F: 2 clusters Score -379267.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -376446.562500 Penalty: 3839.153809
	Iteration 0F: 3 clusters Score -376446.6 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -377008.250000 Penalty: 3839.153809
	Iteration 1F: 3 clusters Score -377008.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -377209.718750 Penalty: 3839.153809
	Iteration 2F: 3 clusters Score -377209.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -377340.437500 Penalty: 3839.153809
	Iteration 3F: 3 clusters Score -377340.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -377409.593750 Penalty: 3839.153809
	Iteration 4Q: 3 clusters Score -377409.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -377466.281250 Penalty: 3839.153809
	Iteration 5Q: 3 clusters Score -377466.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -377517.500000 Penalty: 3839.153809
	Iteration 6Q: 3 clusters Score -377517.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -377570.187500 Penalty: 3839.153809
	Iteration 7Q: 3 clusters Score -377570.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -377618.906250 Penalty: 3839.153809
	Iteration 8Q: 3 clusters Score -377618.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -377671.031250 Penalty: 3839.153809
	Iteration 9Q: 3 clusters Score -377671 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -377723.093750 Penalty: 3839.153809
	Iteration 10Q: 3 clusters Score -377723.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -377775.968750 Penalty: 3839.153809
	Iteration 11Q: 3 clusters Score -377776 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -377842.750000 Penalty: 3839.153809
	Iteration 12Q: 3 clusters Score -377842.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -377957.750000 Penalty: 3839.153809
	Iteration 13Q: 3 clusters Score -377957.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -378179.031250 Penalty: 3839.153809
	Iteration 14Q: 3 clusters Score -378179 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -378731.343750 Penalty: 3839.153809
	Iteration 15F: 3 clusters Score -378731.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -379636.437500 Penalty: 3839.153809
	Iteration 16F: 3 clusters Score -379636.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -380274.500000 Penalty: 3839.153809
	Iteration 17F: 3 clusters Score -380274.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -380499.687500 Penalty: 3839.153809
	Iteration 18Q: 3 clusters Score -380499.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -380505.187500 Penalty: 3839.153809
	Iteration 19Q: 3 clusters Score -380505.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -380505.531250 Penalty: 3839.153809
	Iteration 20F: 3 clusters Score -380505.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -380508.625000 Penalty: 3839.153809
	Iteration 21Q: 3 clusters Score -380508.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -380511.812500 Penalty: 3839.153809
	Iteration 22Q: 3 clusters Score -380511.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -380513.500000 Penalty: 3839.153809
	Iteration 23Q: 3 clusters Score -380513.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -380514.656250 Penalty: 3839.153809
	Iteration 24Q: 3 clusters Score -380514.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -380514.656250 Penalty: 3839.153809
	Iteration 25F: 3 clusters Score -380514.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12443 members 
Mstep: Class 4 contains 11079 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 11257 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13195 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54786 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 70091 members 
Mstep: Class 17 contains 61994 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6544 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12120 members 
Mstep: Class 22 contains 51761 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74130 members 
Mstep: Class 31 contains 25357 members 
Mstep: Class 32 contains 34323 members 
Mstep: Class 33 contains 26080 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 917 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16797 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43880 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15661 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Mstep: Class 47 contains 1382 members 
Entering Unmasked Estep 
Score: -115039368.000000 Penalty: 156896.109375
Splitting cluster 36 changes total score from -115039512.000000 to -115039368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (4289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Entering Unmasked Estep 
Score: -696182.562500 Penalty: 2074.224609
	Iteration 0F: 2 clusters Score -696182.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -692154.250000 Penalty: 4148.449219
	Iteration 0F: 3 clusters Score -692154.2 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -693089.875000 Penalty: 4148.449219
	Iteration 1F: 3 clusters Score -693089.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -693345.625000 Penalty: 4148.449219
	Iteration 2F: 3 clusters Score -693345.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -693583.125000 Penalty: 4148.449219
	Iteration 3F: 3 clusters Score -693583.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -693777.062500 Penalty: 4148.449219
	Iteration 4F: 3 clusters Score -693777.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -693952.062500 Penalty: 4148.449219
	Iteration 5Q: 3 clusters Score -693952.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -694145.875000 Penalty: 4148.449219
	Iteration 6Q: 3 clusters Score -694145.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -694279.437500 Penalty: 4148.449219
	Iteration 7Q: 3 clusters Score -694279.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -694377.250000 Penalty: 4148.449219
	Iteration 8Q: 3 clusters Score -694377.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -694434.500000 Penalty: 4148.449219
	Iteration 9Q: 3 clusters Score -694434.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -694470.500000 Penalty: 4148.449219
	Iteration 10Q: 3 clusters Score -694470.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -694496.375000 Penalty: 4148.449219
	Iteration 11Q: 3 clusters Score -694496.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -694513.875000 Penalty: 4148.449219
	Iteration 12Q: 3 clusters Score -694513.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -694526.875000 Penalty: 4148.449219
	Iteration 13Q: 3 clusters Score -694526.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -694537.187500 Penalty: 4148.449219
	Iteration 14Q: 3 clusters Score -694537.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -694546.937500 Penalty: 4148.449219
	Iteration 15Q: 3 clusters Score -694546.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -694554.437500 Penalty: 4148.449219
	Iteration 16Q: 3 clusters Score -694554.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -694558.625000 Penalty: 4148.449219
	Iteration 17Q: 3 clusters Score -694558.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -694565.000000 Penalty: 4148.449219
	Iteration 18Q: 3 clusters Score -694565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -694567.187500 Penalty: 4148.449219
	Iteration 19Q: 3 clusters Score -694567.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -694571.062500 Penalty: 4148.449219
	Iteration 20F: 3 clusters Score -694571.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -694575.000000 Penalty: 4148.449219
	Iteration 21Q: 3 clusters Score -694575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -694580.687500 Penalty: 4148.449219
	Iteration 22Q: 3 clusters Score -694580.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -694583.250000 Penalty: 4148.449219
	Iteration 23Q: 3 clusters Score -694583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -694583.500000 Penalty: 4148.449219
	Iteration 24Q: 3 clusters Score -694583.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -694584.937500 Penalty: 4148.449219
	Iteration 25Q: 3 clusters Score -694584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -694586.875000 Penalty: 4148.449219
	Iteration 26Q: 3 clusters Score -694586.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -694586.750000 Penalty: 4148.449219
	Iteration 27Q: 3 clusters Score -694586.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -694586.750000 Penalty: 4148.449219
	Iteration 28F: 3 clusters Score -694586.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -86433.140625 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -86433.14 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 290 members 
Entering Unmasked Estep 
Score: -84902.218750 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -84902.22 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -85092.968750 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -85092.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85149.929688 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -85149.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85170.875000 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -85170.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -85171.359375 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -85171.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85171.843750 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -85171.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85171.843750 Penalty: 3126.099121
	Iteration 6F: 3 clusters Score -85171.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Entering Unmasked Estep 
Score: -1325769.875000 Penalty: 2228.452637
	Iteration 0F: 2 clusters Score -1325770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1319444.125000 Penalty: 4456.905273
	Iteration 0F: 3 clusters Score -1319444 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1321529.125000 Penalty: 4456.905273
	Iteration 1F: 3 clusters Score -1321529 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1322216.250000 Penalty: 4456.905273
	Iteration 2F: 3 clusters Score -1322216 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1322911.125000 Penalty: 4456.905273
	Iteration 3F: 3 clusters Score -1322911 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1323465.375000 Penalty: 4456.905273
	Iteration 4F: 3 clusters Score -1323465 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1323859.000000 Penalty: 4456.905273
	Iteration 5F: 3 clusters Score -1323859 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1324113.875000 Penalty: 4456.905273
	Iteration 6Q: 3 clusters Score -1324114 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1324263.000000 Penalty: 4456.905273
	Iteration 7Q: 3 clusters Score -1324263 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1324324.375000 Penalty: 4456.905273
	Iteration 8Q: 3 clusters Score -1324324 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1324366.875000 Penalty: 4456.905273
	Iteration 9Q: 3 clusters Score -1324367 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1324403.500000 Penalty: 4456.905273
	Iteration 10Q: 3 clusters Score -1324404 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1324444.000000 Penalty: 4456.905273
	Iteration 11Q: 3 clusters Score -1324444 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1324485.375000 Penalty: 4456.905273
	Iteration 12Q: 3 clusters Score -1324485 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1324518.875000 Penalty: 4456.905273
	Iteration 13Q: 3 clusters Score -1324519 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1324549.000000 Penalty: 4456.905273
	Iteration 14Q: 3 clusters Score -1324549 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1324601.625000 Penalty: 4456.905273
	Iteration 15Q: 3 clusters Score -1324602 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1324673.625000 Penalty: 4456.905273
	Iteration 16Q: 3 clusters Score -1324674 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1324777.375000 Penalty: 4456.905273
	Iteration 17Q: 3 clusters Score -1324777 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1324914.625000 Penalty: 4456.905273
	Iteration 18Q: 3 clusters Score -1324915 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1325030.750000 Penalty: 4456.905273
	Iteration 19Q: 3 clusters Score -1325031 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1325126.625000 Penalty: 4456.905273
	Iteration 20F: 3 clusters Score -1325127 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1325233.500000 Penalty: 4456.905273
	Iteration 21Q: 3 clusters Score -1325234 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1325362.375000 Penalty: 4456.905273
	Iteration 22Q: 3 clusters Score -1325362 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1325466.375000 Penalty: 4456.905273
	Iteration 23Q: 3 clusters Score -1325466 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1325543.625000 Penalty: 4456.905273
	Iteration 24Q: 3 clusters Score -1325544 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1325582.625000 Penalty: 4456.905273
	Iteration 25Q: 3 clusters Score -1325583 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1325612.000000 Penalty: 4456.905273
	Iteration 26Q: 3 clusters Score -1325612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1325639.000000 Penalty: 4456.905273
	Iteration 27Q: 3 clusters Score -1325639 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1325655.500000 Penalty: 4456.905273
	Iteration 28Q: 3 clusters Score -1325656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1325681.875000 Penalty: 4456.905273
	Iteration 29Q: 3 clusters Score -1325682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1325697.625000 Penalty: 4456.905273
	Iteration 30Q: 3 clusters Score -1325698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1325710.375000 Penalty: 4456.905273
	Iteration 31Q: 3 clusters Score -1325710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1325719.875000 Penalty: 4456.905273
	Iteration 32Q: 3 clusters Score -1325720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1325723.250000 Penalty: 4456.905273
	Iteration 33Q: 3 clusters Score -1325723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1325722.875000 Penalty: 4456.905273
	Iteration 34Q: 3 clusters Score -1325723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1325732.625000 Penalty: 4456.905273
	Iteration 35Q: 3 clusters Score -1325733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1325736.375000 Penalty: 4456.905273
	Iteration 36Q: 3 clusters Score -1325736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1325740.875000 Penalty: 4456.905273
	Iteration 37Q: 3 clusters Score -1325741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1325744.625000 Penalty: 4456.905273
	Iteration 38Q: 3 clusters Score -1325745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1325748.375000 Penalty: 4456.905273
	Iteration 39Q: 3 clusters Score -1325748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1325748.500000 Penalty: 4456.905273
	Iteration 40F: 3 clusters Score -1325748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1325749.750000 Penalty: 4456.905273
	Iteration 41Q: 3 clusters Score -1325750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1325749.875000 Penalty: 4456.905273
	Iteration 42Q: 3 clusters Score -1325750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1325755.000000 Penalty: 4456.905273
	Iteration 43Q: 3 clusters Score -1325755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1325758.250000 Penalty: 4456.905273
	Iteration 44Q: 3 clusters Score -1325758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1325754.625000 Penalty: 4456.905273
	Iteration 45Q: 3 clusters Score -1325755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1325758.125000 Penalty: 4456.905273
	Iteration 46Q: 3 clusters Score -1325758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1325758.750000 Penalty: 4456.905273
	Iteration 47Q: 3 clusters Score -1325759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1325759.250000 Penalty: 4456.905273
	Iteration 48Q: 3 clusters Score -1325759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1325759.250000 Penalty: 4456.905273
	Iteration 49F: 3 clusters Score -1325759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (16797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Entering Unmasked Estep 
Score: -2836376.500000 Penalty: 2412.781006
	Iteration 0F: 2 clusters Score -2836376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2824364.250000 Penalty: 4825.562012
	Iteration 0F: 3 clusters Score -2824364 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2828313.500000 Penalty: 4825.562012
	Iteration 1F: 3 clusters Score -2828314 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2828768.000000 Penalty: 4825.562012
	Iteration 2F: 3 clusters Score -2828768 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2829224.250000 Penalty: 4825.562012
	Iteration 3F: 3 clusters Score -2829224 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2829649.750000 Penalty: 4825.562012
	Iteration 4F: 3 clusters Score -2829650 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2830127.750000 Penalty: 4825.562012
	Iteration 5F: 3 clusters Score -2830128 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2830635.000000 Penalty: 4825.562012
	Iteration 6F: 3 clusters Score -2830635 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2831194.250000 Penalty: 4825.562012
	Iteration 7F: 3 clusters Score -2831194 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2831791.250000 Penalty: 4825.562012
	Iteration 8F: 3 clusters Score -2831791 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2832397.750000 Penalty: 4825.562012
	Iteration 9Q: 3 clusters Score -2832398 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2832934.000000 Penalty: 4825.562012
	Iteration 10Q: 3 clusters Score -2832934 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2833391.750000 Penalty: 4825.562012
	Iteration 11Q: 3 clusters Score -2833392 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2833751.000000 Penalty: 4825.562012
	Iteration 12Q: 3 clusters Score -2833751 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2834040.000000 Penalty: 4825.562012
	Iteration 13Q: 3 clusters Score -2834040 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2834261.750000 Penalty: 4825.562012
	Iteration 14Q: 3 clusters Score -2834262 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2834434.000000 Penalty: 4825.562012
	Iteration 15Q: 3 clusters Score -2834434 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2834579.250000 Penalty: 4825.562012
	Iteration 16Q: 3 clusters Score -2834579 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2834715.000000 Penalty: 4825.562012
	Iteration 17Q: 3 clusters Score -2834715 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2834897.750000 Penalty: 4825.562012
	Iteration 18Q: 3 clusters Score -2834898 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2835081.750000 Penalty: 4825.562012
	Iteration 19Q: 3 clusters Score -2835082 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2835205.250000 Penalty: 4825.562012
	Iteration 20F: 3 clusters Score -2835205 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2835280.500000 Penalty: 4825.562012
	Iteration 21Q: 3 clusters Score -2835280 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2835336.250000 Penalty: 4825.562012
	Iteration 22Q: 3 clusters Score -2835336 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2835372.750000 Penalty: 4825.562012
	Iteration 23Q: 3 clusters Score -2835373 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2835399.500000 Penalty: 4825.562012
	Iteration 24Q: 3 clusters Score -2835400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2835417.500000 Penalty: 4825.562012
	Iteration 25Q: 3 clusters Score -2835418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2835450.000000 Penalty: 4825.562012
	Iteration 26Q: 3 clusters Score -2835450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2835457.750000 Penalty: 4825.562012
	Iteration 27Q: 3 clusters Score -2835458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2835463.500000 Penalty: 4825.562012
	Iteration 28Q: 3 clusters Score -2835464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2835462.750000 Penalty: 4825.562012
	Iteration 29Q: 3 clusters Score -2835463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2835462.750000 Penalty: 4825.562012
	Iteration 30Q: 3 clusters Score -2835463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2835466.750000 Penalty: 4825.562012
	Iteration 31Q: 3 clusters Score -2835467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2835466.750000 Penalty: 4825.562012
	Iteration 32Q: 3 clusters Score -2835467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2835466.250000 Penalty: 4825.562012
	Iteration 33Q: 3 clusters Score -2835466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2835470.000000 Penalty: 4825.562012
	Iteration 34Q: 3 clusters Score -2835470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2835470.000000 Penalty: 4825.562012
	Iteration 35F: 3 clusters Score -2835470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Entering Unmasked Estep 
Score: -1300012.250000 Penalty: 2214.204102
	Iteration 0F: 2 clusters Score -1300012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1293965.750000 Penalty: 4428.408203
	Iteration 0F: 3 clusters Score -1293966 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1295630.750000 Penalty: 4428.408203
	Iteration 1F: 3 clusters Score -1295631 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1295977.375000 Penalty: 4428.408203
	Iteration 2F: 3 clusters Score -1295977 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1296251.000000 Penalty: 4428.408203
	Iteration 3F: 3 clusters Score -1296251 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1296466.375000 Penalty: 4428.408203
	Iteration 4F: 3 clusters Score -1296466 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1296674.500000 Penalty: 4428.408203
	Iteration 5Q: 3 clusters Score -1296674 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1296884.125000 Penalty: 4428.408203
	Iteration 6Q: 3 clusters Score -1296884 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1297096.375000 Penalty: 4428.408203
	Iteration 7Q: 3 clusters Score -1297096 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1297293.750000 Penalty: 4428.408203
	Iteration 8Q: 3 clusters Score -1297294 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1297432.500000 Penalty: 4428.408203
	Iteration 9Q: 3 clusters Score -1297432 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1297534.000000 Penalty: 4428.408203
	Iteration 10Q: 3 clusters Score -1297534 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1297602.875000 Penalty: 4428.408203
	Iteration 11Q: 3 clusters Score -1297603 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1297648.375000 Penalty: 4428.408203
	Iteration 12Q: 3 clusters Score -1297648 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1297671.250000 Penalty: 4428.408203
	Iteration 13Q: 3 clusters Score -1297671 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1297683.375000 Penalty: 4428.408203
	Iteration 14Q: 3 clusters Score -1297683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1297698.625000 Penalty: 4428.408203
	Iteration 15Q: 3 clusters Score -1297699 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1297706.625000 Penalty: 4428.408203
	Iteration 16Q: 3 clusters Score -1297707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1297720.500000 Penalty: 4428.408203
	Iteration 17Q: 3 clusters Score -1297720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1297732.625000 Penalty: 4428.408203
	Iteration 18Q: 3 clusters Score -1297733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1297741.250000 Penalty: 4428.408203
	Iteration 19Q: 3 clusters Score -1297741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1297750.375000 Penalty: 4428.408203
	Iteration 20F: 3 clusters Score -1297750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1297755.750000 Penalty: 4428.408203
	Iteration 21Q: 3 clusters Score -1297756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1297757.750000 Penalty: 4428.408203
	Iteration 22Q: 3 clusters Score -1297758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1297762.000000 Penalty: 4428.408203
	Iteration 23Q: 3 clusters Score -1297762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1297762.375000 Penalty: 4428.408203
	Iteration 24Q: 3 clusters Score -1297762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1297763.500000 Penalty: 4428.408203
	Iteration 25Q: 3 clusters Score -1297764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1297762.500000 Penalty: 4428.408203
	Iteration 26Q: 3 clusters Score -1297762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1297761.125000 Penalty: 4428.408203
	Iteration 27Q: 3 clusters Score -1297761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1297763.375000 Penalty: 4428.408203
	Iteration 28Q: 3 clusters Score -1297763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1297765.875000 Penalty: 4428.408203
	Iteration 29Q: 3 clusters Score -1297766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1297765.250000 Penalty: 4428.408203
	Iteration 30Q: 3 clusters Score -1297765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1297768.000000 Penalty: 4428.408203
	Iteration 31Q: 3 clusters Score -1297768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1297768.000000 Penalty: 4428.408203
	Iteration 32Q: 3 clusters Score -1297768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1297770.375000 Penalty: 4428.408203
	Iteration 33Q: 3 clusters Score -1297770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1297771.625000 Penalty: 4428.408203
	Iteration 34Q: 3 clusters Score -1297772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1297771.625000 Penalty: 4428.408203
	Iteration 35F: 3 clusters Score -1297772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (43880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Entering Unmasked Estep 
Score: -7106965.500000 Penalty: 2650.925049
	Iteration 0F: 2 clusters Score -7106966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -7077515.500000 Penalty: 5301.850098
	Iteration 0F: 3 clusters Score -7077516 nChanged 20120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -7089688.500000 Penalty: 5301.850098
	Iteration 1F: 3 clusters Score -7089688 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -7091236.500000 Penalty: 5301.850098
	Iteration 2F: 3 clusters Score -7091236 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -7093098.000000 Penalty: 5301.850098
	Iteration 3F: 3 clusters Score -7093098 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -7094962.000000 Penalty: 5301.850098
	Iteration 4F: 3 clusters Score -7094962 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -7096561.000000 Penalty: 5301.850098
	Iteration 5F: 3 clusters Score -7096561 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -7097958.500000 Penalty: 5301.850098
	Iteration 6F: 3 clusters Score -7097958 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -7099098.500000 Penalty: 5301.850098
	Iteration 7Q: 3 clusters Score -7099098 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -7099974.000000 Penalty: 5301.850098
	Iteration 8Q: 3 clusters Score -7099974 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -7100557.500000 Penalty: 5301.850098
	Iteration 9Q: 3 clusters Score -7100558 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -7100943.000000 Penalty: 5301.850098
	Iteration 10Q: 3 clusters Score -7100943 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -7101141.000000 Penalty: 5301.850098
	Iteration 11Q: 3 clusters Score -7101141 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -7101298.000000 Penalty: 5301.850098
	Iteration 12Q: 3 clusters Score -7101298 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -7101379.000000 Penalty: 5301.850098
	Iteration 13Q: 3 clusters Score -7101379 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -7101459.500000 Penalty: 5301.850098
	Iteration 14Q: 3 clusters Score -7101460 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -7101579.000000 Penalty: 5301.850098
	Iteration 15Q: 3 clusters Score -7101579 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -7101673.500000 Penalty: 5301.850098
	Iteration 16Q: 3 clusters Score -7101674 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -7101776.500000 Penalty: 5301.850098
	Iteration 17Q: 3 clusters Score -7101776 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -7101858.000000 Penalty: 5301.850098
	Iteration 18Q: 3 clusters Score -7101858 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -7101963.000000 Penalty: 5301.850098
	Iteration 19Q: 3 clusters Score -7101963 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -7102090.500000 Penalty: 5301.850098
	Iteration 20F: 3 clusters Score -7102090 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -7102218.500000 Penalty: 5301.850098
	Iteration 21Q: 3 clusters Score -7102218 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -7102333.000000 Penalty: 5301.850098
	Iteration 22Q: 3 clusters Score -7102333 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -7102455.500000 Penalty: 5301.850098
	Iteration 23Q: 3 clusters Score -7102456 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -7102583.500000 Penalty: 5301.850098
	Iteration 24Q: 3 clusters Score -7102584 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -7102674.500000 Penalty: 5301.850098
	Iteration 25Q: 3 clusters Score -7102674 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -7102804.500000 Penalty: 5301.850098
	Iteration 26Q: 3 clusters Score -7102804 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -7102883.500000 Penalty: 5301.850098
	Iteration 27Q: 3 clusters Score -7102884 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -7103000.500000 Penalty: 5301.850098
	Iteration 28Q: 3 clusters Score -7103000 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -7103113.000000 Penalty: 5301.850098
	Iteration 29Q: 3 clusters Score -7103113 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -7103199.500000 Penalty: 5301.850098
	Iteration 30Q: 3 clusters Score -7103200 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -7103298.500000 Penalty: 5301.850098
	Iteration 31Q: 3 clusters Score -7103298 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -7103444.500000 Penalty: 5301.850098
	Iteration 32Q: 3 clusters Score -7103444 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -7103583.000000 Penalty: 5301.850098
	Iteration 33Q: 3 clusters Score -7103583 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -7103695.500000 Penalty: 5301.850098
	Iteration 34Q: 3 clusters Score -7103696 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -7103801.000000 Penalty: 5301.850098
	Iteration 35Q: 3 clusters Score -7103801 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -7103876.000000 Penalty: 5301.850098
	Iteration 36Q: 3 clusters Score -7103876 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -7103946.000000 Penalty: 5301.850098
	Iteration 37Q: 3 clusters Score -7103946 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -7104038.000000 Penalty: 5301.850098
	Iteration 38Q: 3 clusters Score -7104038 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -7104116.000000 Penalty: 5301.850098
	Iteration 39Q: 3 clusters Score -7104116 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -7104219.000000 Penalty: 5301.850098
	Iteration 40F: 3 clusters Score -7104219 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -7104304.500000 Penalty: 5301.850098
	Iteration 41Q: 3 clusters Score -7104304 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -7104361.500000 Penalty: 5301.850098
	Iteration 42Q: 3 clusters Score -7104362 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -7104409.000000 Penalty: 5301.850098
	Iteration 43Q: 3 clusters Score -7104409 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -7104481.500000 Penalty: 5301.850098
	Iteration 44Q: 3 clusters Score -7104482 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -7104531.000000 Penalty: 5301.850098
	Iteration 45Q: 3 clusters Score -7104531 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -7104576.500000 Penalty: 5301.850098
	Iteration 46Q: 3 clusters Score -7104576 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -7104669.000000 Penalty: 5301.850098
	Iteration 47Q: 3 clusters Score -7104669 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -7104725.500000 Penalty: 5301.850098
	Iteration 48Q: 3 clusters Score -7104726 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -7104795.500000 Penalty: 5301.850098
	Iteration 49Q: 3 clusters Score -7104796 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -7104864.000000 Penalty: 5301.850098
	Iteration 50Q: 3 clusters Score -7104864 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -7104919.000000 Penalty: 5301.850098
	Iteration 51Q: 3 clusters Score -7104919 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -7104930.000000 Penalty: 5301.850098
	Iteration 52Q: 3 clusters Score -7104930 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -7104978.500000 Penalty: 5301.850098
	Iteration 53Q: 3 clusters Score -7104978 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -7105008.000000 Penalty: 5301.850098
	Iteration 54Q: 3 clusters Score -7105008 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -7105041.000000 Penalty: 5301.850098
	Iteration 55Q: 3 clusters Score -7105041 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -7105038.000000 Penalty: 5301.850098
	Iteration 56Q: 3 clusters Score -7105038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -7105049.500000 Penalty: 5301.850098
	Iteration 57Q: 3 clusters Score -7105050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -7105055.000000 Penalty: 5301.850098
	Iteration 58Q: 3 clusters Score -7105055 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -7105050.500000 Penalty: 5301.850098
	Iteration 59Q: 3 clusters Score -7105050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -7105063.000000 Penalty: 5301.850098
	Iteration 60F: 3 clusters Score -7105063 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -7105076.500000 Penalty: 5301.850098
	Iteration 61Q: 3 clusters Score -7105076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -7105082.000000 Penalty: 5301.850098
	Iteration 62Q: 3 clusters Score -7105082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -7105082.000000 Penalty: 5301.850098
	Iteration 63Q: 3 clusters Score -7105082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -7105094.000000 Penalty: 5301.850098
	Iteration 64Q: 3 clusters Score -7105094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -7105110.500000 Penalty: 5301.850098
	Iteration 65Q: 3 clusters Score -7105110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -7105116.000000 Penalty: 5301.850098
	Iteration 66Q: 3 clusters Score -7105116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -7105132.000000 Penalty: 5301.850098
	Iteration 67Q: 3 clusters Score -7105132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -7105124.500000 Penalty: 5301.850098
	Iteration 68Q: 3 clusters Score -7105124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -7105139.500000 Penalty: 5301.850098
	Iteration 69Q: 3 clusters Score -7105140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -7105153.000000 Penalty: 5301.850098
	Iteration 70Q: 3 clusters Score -7105153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -7105150.000000 Penalty: 5301.850098
	Iteration 71Q: 3 clusters Score -7105150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -7105150.500000 Penalty: 5301.850098
	Iteration 72Q: 3 clusters Score -7105150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -7105165.000000 Penalty: 5301.850098
	Iteration 73Q: 3 clusters Score -7105165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -7105151.000000 Penalty: 5301.850098
	Iteration 74Q: 3 clusters Score -7105151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -7105168.000000 Penalty: 5301.850098
	Iteration 75Q: 3 clusters Score -7105168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -7105169.500000 Penalty: 5301.850098
	Iteration 76Q: 3 clusters Score -7105170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -7105168.000000 Penalty: 5301.850098
	Iteration 77Q: 3 clusters Score -7105168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -7105169.500000 Penalty: 5301.850098
	Iteration 78Q: 3 clusters Score -7105170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -7105174.000000 Penalty: 5301.850098
	Iteration 79Q: 3 clusters Score -7105174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -7105166.000000 Penalty: 5301.850098
	Iteration 80F: 3 clusters Score -7105166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -7105172.000000 Penalty: 5301.850098
	Iteration 81Q: 3 clusters Score -7105172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -7105184.000000 Penalty: 5301.850098
	Iteration 82Q: 3 clusters Score -7105184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -7105175.000000 Penalty: 5301.850098
	Iteration 83Q: 3 clusters Score -7105175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -7105180.000000 Penalty: 5301.850098
	Iteration 84Q: 3 clusters Score -7105180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -7105180.000000 Penalty: 5301.850098
	Iteration 85F: 3 clusters Score -7105180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Entering Unmasked Estep 
Score: -677340.437500 Penalty: 2080.335693
	Iteration 0F: 2 clusters Score -677340.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -673239.187500 Penalty: 4160.671387
	Iteration 0F: 3 clusters Score -673239.2 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -674387.875000 Penalty: 4160.671387
	Iteration 1F: 3 clusters Score -674387.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -674739.312500 Penalty: 4160.671387
	Iteration 2F: 3 clusters Score -674739.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -674991.125000 Penalty: 4160.671387
	Iteration 3F: 3 clusters Score -674991.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -675173.187500 Penalty: 4160.671387
	Iteration 4F: 3 clusters Score -675173.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -675318.062500 Penalty: 4160.671387
	Iteration 5Q: 3 clusters Score -675318.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -675433.812500 Penalty: 4160.671387
	Iteration 6Q: 3 clusters Score -675433.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -675519.687500 Penalty: 4160.671387
	Iteration 7Q: 3 clusters Score -675519.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -675574.875000 Penalty: 4160.671387
	Iteration 8Q: 3 clusters Score -675574.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -675613.125000 Penalty: 4160.671387
	Iteration 9Q: 3 clusters Score -675613.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -675637.000000 Penalty: 4160.671387
	Iteration 10Q: 3 clusters Score -675637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -675652.937500 Penalty: 4160.671387
	Iteration 11Q: 3 clusters Score -675652.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -675662.937500 Penalty: 4160.671387
	Iteration 12Q: 3 clusters Score -675662.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -675671.562500 Penalty: 4160.671387
	Iteration 13Q: 3 clusters Score -675671.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -675677.625000 Penalty: 4160.671387
	Iteration 14Q: 3 clusters Score -675677.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -675681.250000 Penalty: 4160.671387
	Iteration 15Q: 3 clusters Score -675681.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -675683.437500 Penalty: 4160.671387
	Iteration 16Q: 3 clusters Score -675683.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -675687.687500 Penalty: 4160.671387
	Iteration 17Q: 3 clusters Score -675687.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -675691.750000 Penalty: 4160.671387
	Iteration 18Q: 3 clusters Score -675691.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -675695.437500 Penalty: 4160.671387
	Iteration 19Q: 3 clusters Score -675695.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -675701.250000 Penalty: 4160.671387
	Iteration 20F: 3 clusters Score -675701.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -675704.562500 Penalty: 4160.671387
	Iteration 21Q: 3 clusters Score -675704.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -675706.312500 Penalty: 4160.671387
	Iteration 22Q: 3 clusters Score -675706.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -675709.250000 Penalty: 4160.671387
	Iteration 23Q: 3 clusters Score -675709.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -675712.187500 Penalty: 4160.671387
	Iteration 24Q: 3 clusters Score -675712.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -675715.250000 Penalty: 4160.671387
	Iteration 25Q: 3 clusters Score -675715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -675716.250000 Penalty: 4160.671387
	Iteration 26Q: 3 clusters Score -675716.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -675717.187500 Penalty: 4160.671387
	Iteration 27Q: 3 clusters Score -675717.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -675717.250000 Penalty: 4160.671387
	Iteration 28Q: 3 clusters Score -675717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -675718.937500 Penalty: 4160.671387
	Iteration 29Q: 3 clusters Score -675718.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -675719.000000 Penalty: 4160.671387
	Iteration 30Q: 3 clusters Score -675719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -675719.812500 Penalty: 4160.671387
	Iteration 31Q: 3 clusters Score -675719.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -675719.937500 Penalty: 4160.671387
	Iteration 32Q: 3 clusters Score -675719.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -675720.750000 Penalty: 4160.671387
	Iteration 33Q: 3 clusters Score -675720.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -675720.750000 Penalty: 4160.671387
	Iteration 34F: 3 clusters Score -675720.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (15661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Entering Unmasked Estep 
Score: -2576980.750000 Penalty: 2395.414307
	Iteration 0F: 2 clusters Score -2576981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2565685.500000 Penalty: 4790.828613
	Iteration 0F: 3 clusters Score -2565686 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2569238.000000 Penalty: 4790.828613
	Iteration 1F: 3 clusters Score -2569238 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2569623.000000 Penalty: 4790.828613
	Iteration 2F: 3 clusters Score -2569623 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2569945.000000 Penalty: 4790.828613
	Iteration 3F: 3 clusters Score -2569945 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2570227.250000 Penalty: 4790.828613
	Iteration 4Q: 3 clusters Score -2570227 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2570527.000000 Penalty: 4790.828613
	Iteration 5Q: 3 clusters Score -2570527 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2570850.000000 Penalty: 4790.828613
	Iteration 6Q: 3 clusters Score -2570850 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2571178.250000 Penalty: 4790.828613
	Iteration 7Q: 3 clusters Score -2571178 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2571564.000000 Penalty: 4790.828613
	Iteration 8Q: 3 clusters Score -2571564 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2571996.000000 Penalty: 4790.828613
	Iteration 9Q: 3 clusters Score -2571996 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2572439.000000 Penalty: 4790.828613
	Iteration 10Q: 3 clusters Score -2572439 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2572835.500000 Penalty: 4790.828613
	Iteration 11Q: 3 clusters Score -2572836 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2573173.250000 Penalty: 4790.828613
	Iteration 12Q: 3 clusters Score -2573173 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2573437.250000 Penalty: 4790.828613
	Iteration 13Q: 3 clusters Score -2573437 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2573646.500000 Penalty: 4790.828613
	Iteration 14Q: 3 clusters Score -2573646 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2573799.500000 Penalty: 4790.828613
	Iteration 15Q: 3 clusters Score -2573800 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2573939.000000 Penalty: 4790.828613
	Iteration 16Q: 3 clusters Score -2573939 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2574039.500000 Penalty: 4790.828613
	Iteration 17Q: 3 clusters Score -2574040 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2574112.750000 Penalty: 4790.828613
	Iteration 18Q: 3 clusters Score -2574113 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2574168.250000 Penalty: 4790.828613
	Iteration 19Q: 3 clusters Score -2574168 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2574224.500000 Penalty: 4790.828613
	Iteration 20F: 3 clusters Score -2574224 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2574257.000000 Penalty: 4790.828613
	Iteration 21Q: 3 clusters Score -2574257 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2574316.250000 Penalty: 4790.828613
	Iteration 22Q: 3 clusters Score -2574316 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2574340.000000 Penalty: 4790.828613
	Iteration 23Q: 3 clusters Score -2574340 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2574356.750000 Penalty: 4790.828613
	Iteration 24Q: 3 clusters Score -2574357 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2574376.000000 Penalty: 4790.828613
	Iteration 25Q: 3 clusters Score -2574376 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2574400.750000 Penalty: 4790.828613
	Iteration 26Q: 3 clusters Score -2574401 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2574413.250000 Penalty: 4790.828613
	Iteration 27Q: 3 clusters Score -2574413 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2574430.000000 Penalty: 4790.828613
	Iteration 28Q: 3 clusters Score -2574430 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2574451.500000 Penalty: 4790.828613
	Iteration 29Q: 3 clusters Score -2574452 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2574468.500000 Penalty: 4790.828613
	Iteration 30Q: 3 clusters Score -2574468 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2574489.500000 Penalty: 4790.828613
	Iteration 31Q: 3 clusters Score -2574490 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2574508.500000 Penalty: 4790.828613
	Iteration 32Q: 3 clusters Score -2574508 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2574525.000000 Penalty: 4790.828613
	Iteration 33Q: 3 clusters Score -2574525 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2574548.500000 Penalty: 4790.828613
	Iteration 34Q: 3 clusters Score -2574548 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2574569.500000 Penalty: 4790.828613
	Iteration 35Q: 3 clusters Score -2574570 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2574595.750000 Penalty: 4790.828613
	Iteration 36Q: 3 clusters Score -2574596 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2574609.250000 Penalty: 4790.828613
	Iteration 37Q: 3 clusters Score -2574609 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2574630.750000 Penalty: 4790.828613
	Iteration 38Q: 3 clusters Score -2574631 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2574650.500000 Penalty: 4790.828613
	Iteration 39Q: 3 clusters Score -2574650 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2574666.250000 Penalty: 4790.828613
	Iteration 40F: 3 clusters Score -2574666 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2574673.500000 Penalty: 4790.828613
	Iteration 41Q: 3 clusters Score -2574674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2574680.250000 Penalty: 4790.828613
	Iteration 42Q: 3 clusters Score -2574680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2574683.000000 Penalty: 4790.828613
	Iteration 43Q: 3 clusters Score -2574683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2574686.250000 Penalty: 4790.828613
	Iteration 44Q: 3 clusters Score -2574686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2574693.250000 Penalty: 4790.828613
	Iteration 45Q: 3 clusters Score -2574693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2574689.250000 Penalty: 4790.828613
	Iteration 46Q: 3 clusters Score -2574689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2574697.500000 Penalty: 4790.828613
	Iteration 47Q: 3 clusters Score -2574698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2574703.500000 Penalty: 4790.828613
	Iteration 48Q: 3 clusters Score -2574704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2574708.750000 Penalty: 4790.828613
	Iteration 49Q: 3 clusters Score -2574709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2574707.250000 Penalty: 4790.828613
	Iteration 50Q: 3 clusters Score -2574707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2574706.000000 Penalty: 4790.828613
	Iteration 51Q: 3 clusters Score -2574706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2574708.000000 Penalty: 4790.828613
	Iteration 52Q: 3 clusters Score -2574708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2574708.000000 Penalty: 4790.828613
	Iteration 53Q: 3 clusters Score -2574708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2574710.000000 Penalty: 4790.828613
	Iteration 54Q: 3 clusters Score -2574710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2574712.000000 Penalty: 4790.828613
	Iteration 55Q: 3 clusters Score -2574712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2574715.000000 Penalty: 4790.828613
	Iteration 56Q: 3 clusters Score -2574715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2574712.250000 Penalty: 4790.828613
	Iteration 57Q: 3 clusters Score -2574712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2574715.000000 Penalty: 4790.828613
	Iteration 58Q: 3 clusters Score -2574715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2574709.750000 Penalty: 4790.828613
	Iteration 59Q: 3 clusters Score -2574710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2574715.500000 Penalty: 4790.828613
	Iteration 60F: 3 clusters Score -2574716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2574718.750000 Penalty: 4790.828613
	Iteration 61Q: 3 clusters Score -2574719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2574717.250000 Penalty: 4790.828613
	Iteration 62Q: 3 clusters Score -2574717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2574717.250000 Penalty: 4790.828613
	Iteration 63F: 3 clusters Score -2574717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -181806.828125 Penalty: 1747.999878
	Iteration 0F: 2 clusters Score -181806.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -179809.093750 Penalty: 3495.999756
	Iteration 0F: 3 clusters Score -179809.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -180312.921875 Penalty: 3495.999756
	Iteration 1F: 3 clusters Score -180312.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -180747.906250 Penalty: 3495.999756
	Iteration 2F: 3 clusters Score -180747.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -181218.421875 Penalty: 3495.999756
	Iteration 3F: 3 clusters Score -181218.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -181491.140625 Penalty: 3495.999756
	Iteration 4F: 3 clusters Score -181491.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -181619.562500 Penalty: 3495.999756
	Iteration 5Q: 3 clusters Score -181619.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -181733.968750 Penalty: 3495.999756
	Iteration 6Q: 3 clusters Score -181734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -181813.453125 Penalty: 3495.999756
	Iteration 7Q: 3 clusters Score -181813.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -181862.609375 Penalty: 3495.999756
	Iteration 8Q: 3 clusters Score -181862.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -181880.468750 Penalty: 3495.999756
	Iteration 9Q: 3 clusters Score -181880.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -181888.421875 Penalty: 3495.999756
	Iteration 10Q: 3 clusters Score -181888.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -181898.687500 Penalty: 3495.999756
	Iteration 11Q: 3 clusters Score -181898.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -181901.531250 Penalty: 3495.999756
	Iteration 12Q: 3 clusters Score -181901.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -181901.531250 Penalty: 3495.999756
	Iteration 13F: 3 clusters Score -181901.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12443 members 
Mstep: Class 4 contains 11079 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 11257 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13195 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54786 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 70091 members 
Mstep: Class 17 contains 61994 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6544 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12120 members 
Mstep: Class 22 contains 51761 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74130 members 
Mstep: Class 31 contains 25357 members 
Mstep: Class 32 contains 34323 members 
Mstep: Class 33 contains 26080 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16797 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43880 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15661 members 
Mstep: Class 45 contains 356 members 
Mstep: Class 46 contains 11563 members 
Mstep: Class 47 contains 795 members 
Entering Unmasked Estep 
Score: -115037960.000000 Penalty: 156896.109375
Splitting cluster 45 changes total score from -115039512.000000 to -115037960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (11563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Entering Unmasked Estep 
Score: -1929191.125000 Penalty: 2320.180420
	Iteration 0F: 2 clusters Score -1929191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1920552.875000 Penalty: 4640.360840
	Iteration 0F: 3 clusters Score -1920553 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1923496.625000 Penalty: 4640.360840
	Iteration 1F: 3 clusters Score -1923497 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1924263.500000 Penalty: 4640.360840
	Iteration 2F: 3 clusters Score -1924264 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1925085.375000 Penalty: 4640.360840
	Iteration 3F: 3 clusters Score -1925085 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1925866.000000 Penalty: 4640.360840
	Iteration 4F: 3 clusters Score -1925866 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1926491.875000 Penalty: 4640.360840
	Iteration 5F: 3 clusters Score -1926492 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1926993.750000 Penalty: 4640.360840
	Iteration 6F: 3 clusters Score -1926994 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1927378.125000 Penalty: 4640.360840
	Iteration 7Q: 3 clusters Score -1927378 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1927644.750000 Penalty: 4640.360840
	Iteration 8Q: 3 clusters Score -1927645 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1927867.625000 Penalty: 4640.360840
	Iteration 9Q: 3 clusters Score -1927868 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1928005.750000 Penalty: 4640.360840
	Iteration 10Q: 3 clusters Score -1928006 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1928095.000000 Penalty: 4640.360840
	Iteration 11Q: 3 clusters Score -1928095 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1928161.125000 Penalty: 4640.360840
	Iteration 12Q: 3 clusters Score -1928161 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1928206.500000 Penalty: 4640.360840
	Iteration 13Q: 3 clusters Score -1928206 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1928229.000000 Penalty: 4640.360840
	Iteration 14Q: 3 clusters Score -1928229 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1928255.125000 Penalty: 4640.360840
	Iteration 15Q: 3 clusters Score -1928255 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1928266.875000 Penalty: 4640.360840
	Iteration 16Q: 3 clusters Score -1928267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1928279.750000 Penalty: 4640.360840
	Iteration 17Q: 3 clusters Score -1928280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1928283.250000 Penalty: 4640.360840
	Iteration 18Q: 3 clusters Score -1928283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1928287.625000 Penalty: 4640.360840
	Iteration 19Q: 3 clusters Score -1928288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1928285.625000 Penalty: 4640.360840
	Iteration 20F: 3 clusters Score -1928286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1928286.875000 Penalty: 4640.360840
	Iteration 21Q: 3 clusters Score -1928287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1928292.750000 Penalty: 4640.360840
	Iteration 22Q: 3 clusters Score -1928293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1928288.500000 Penalty: 4640.360840
	Iteration 23Q: 3 clusters Score -1928288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1928290.250000 Penalty: 4640.360840
	Iteration 24Q: 3 clusters Score -1928290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1928293.125000 Penalty: 4640.360840
	Iteration 25Q: 3 clusters Score -1928293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1928292.375000 Penalty: 4640.360840
	Iteration 26Q: 3 clusters Score -1928292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1928295.375000 Penalty: 4640.360840
	Iteration 27Q: 3 clusters Score -1928295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1928295.500000 Penalty: 4640.360840
	Iteration 28Q: 3 clusters Score -1928296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1928295.500000 Penalty: 4640.360840
	Iteration 29F: 3 clusters Score -1928296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12443 members 
Mstep: Class 4 contains 11079 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 11257 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13195 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54786 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 70091 members 
Mstep: Class 17 contains 61994 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6544 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12120 members 
Mstep: Class 22 contains 51761 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74130 members 
Mstep: Class 31 contains 25357 members 
Mstep: Class 32 contains 34323 members 
Mstep: Class 33 contains 26080 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16797 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43880 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15661 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039520.000000 Penalty: 153557.890625
Iteration 199Q: 47 clusters Score -1.150395e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12443 members 
Mstep: Class 4 contains 11077 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 11257 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 13195 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6214 members 
Mstep: Class 14 contains 54786 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 70079 members 
Mstep: Class 17 contains 61994 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12120 members 
Mstep: Class 22 contains 51764 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74137 members 
Mstep: Class 31 contains 25358 members 
Mstep: Class 32 contains 34329 members 
Mstep: Class 33 contains 26075 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7986 members 
Mstep: Class 40 contains 16797 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43885 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15661 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039528.000000 Penalty: 153557.890625
Iteration 200F: 47 clusters Score -1.150395e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 11072 members 
Mstep: Class 5 contains 3557 members 
Mstep: Class 6 contains 11258 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 13195 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54786 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 70076 members 
Mstep: Class 17 contains 61991 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12117 members 
Mstep: Class 22 contains 51769 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74138 members 
Mstep: Class 31 contains 25361 members 
Mstep: Class 32 contains 34333 members 
Mstep: Class 33 contains 26071 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7985 members 
Mstep: Class 40 contains 16797 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43890 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15661 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039512.000000 Penalty: 153557.890625
Iteration 201Q: 47 clusters Score -1.150395e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12443 members 
Mstep: Class 4 contains 11069 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11257 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 13195 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54786 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 70075 members 
Mstep: Class 17 contains 61988 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12115 members 
Mstep: Class 22 contains 51771 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74138 members 
Mstep: Class 31 contains 25361 members 
Mstep: Class 32 contains 34337 members 
Mstep: Class 33 contains 26069 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16797 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43896 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15660 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039552.000000 Penalty: 153557.890625
Iteration 202Q: 47 clusters Score -1.150396e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12443 members 
Mstep: Class 4 contains 11063 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11257 members 
Mstep: Class 7 contains 12027 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 13196 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54786 members 
Mstep: Class 15 contains 11131 members 
Mstep: Class 16 contains 70079 members 
Mstep: Class 17 contains 61986 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6539 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12113 members 
Mstep: Class 22 contains 51773 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74136 members 
Mstep: Class 31 contains 25364 members 
Mstep: Class 32 contains 34338 members 
Mstep: Class 33 contains 26069 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16798 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43898 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15660 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039560.000000 Penalty: 153557.890625
Iteration 203Q: 47 clusters Score -1.150396e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12443 members 
Mstep: Class 4 contains 11057 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11260 members 
Mstep: Class 7 contains 12027 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 13196 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6214 members 
Mstep: Class 14 contains 54787 members 
Mstep: Class 15 contains 11131 members 
Mstep: Class 16 contains 70074 members 
Mstep: Class 17 contains 61987 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6538 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12113 members 
Mstep: Class 22 contains 51772 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74135 members 
Mstep: Class 31 contains 25366 members 
Mstep: Class 32 contains 34341 members 
Mstep: Class 33 contains 26069 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16799 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43902 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15660 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039544.000000 Penalty: 153557.890625
Iteration 204Q: 47 clusters Score -1.150395e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12443 members 
Mstep: Class 4 contains 11054 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11262 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 13196 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54788 members 
Mstep: Class 15 contains 11130 members 
Mstep: Class 16 contains 70072 members 
Mstep: Class 17 contains 61987 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6538 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12111 members 
Mstep: Class 22 contains 51773 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74135 members 
Mstep: Class 31 contains 25367 members 
Mstep: Class 32 contains 34343 members 
Mstep: Class 33 contains 26069 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16799 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43904 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 15660 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039616.000000 Penalty: 153557.890625
Iteration 205Q: 47 clusters Score -1.150396e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 11044 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11263 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 13196 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54788 members 
Mstep: Class 15 contains 11128 members 
Mstep: Class 16 contains 70073 members 
Mstep: Class 17 contains 61984 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6539 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12111 members 
Mstep: Class 22 contains 51778 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74136 members 
Mstep: Class 31 contains 25372 members 
Mstep: Class 32 contains 34346 members 
Mstep: Class 33 contains 26068 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16798 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43904 members 
Mstep: Class 43 contains 4397 members 
Mstep: Class 44 contains 15661 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039696.000000 Penalty: 153557.890625
Iteration 206Q: 47 clusters Score -1.150397e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 11041 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11265 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 13196 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6214 members 
Mstep: Class 14 contains 54787 members 
Mstep: Class 15 contains 11126 members 
Mstep: Class 16 contains 70070 members 
Mstep: Class 17 contains 61984 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6539 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12110 members 
Mstep: Class 22 contains 51779 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74138 members 
Mstep: Class 31 contains 25372 members 
Mstep: Class 32 contains 34349 members 
Mstep: Class 33 contains 26066 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4459 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16798 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43906 members 
Mstep: Class 43 contains 4397 members 
Mstep: Class 44 contains 15661 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039712.000000 Penalty: 153557.890625
Iteration 207Q: 47 clusters Score -1.150397e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 11042 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11265 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 13195 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54787 members 
Mstep: Class 15 contains 11125 members 
Mstep: Class 16 contains 70065 members 
Mstep: Class 17 contains 61984 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6539 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12111 members 
Mstep: Class 22 contains 51779 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74145 members 
Mstep: Class 31 contains 25372 members 
Mstep: Class 32 contains 34349 members 
Mstep: Class 33 contains 26066 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4458 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16797 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43905 members 
Mstep: Class 43 contains 4397 members 
Mstep: Class 44 contains 15661 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039640.000000 Penalty: 153557.890625
Iteration 208Q: 47 clusters Score -1.150396e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 11038 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11265 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 13195 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54787 members 
Mstep: Class 15 contains 11126 members 
Mstep: Class 16 contains 70066 members 
Mstep: Class 17 contains 61984 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12111 members 
Mstep: Class 22 contains 51779 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74144 members 
Mstep: Class 31 contains 25374 members 
Mstep: Class 32 contains 34349 members 
Mstep: Class 33 contains 26066 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4458 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7983 members 
Mstep: Class 40 contains 16797 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43906 members 
Mstep: Class 43 contains 4397 members 
Mstep: Class 44 contains 15661 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039720.000000 Penalty: 153557.890625
Iteration 209Q: 47 clusters Score -1.150397e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 11036 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11267 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 13195 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54788 members 
Mstep: Class 15 contains 11124 members 
Mstep: Class 16 contains 70063 members 
Mstep: Class 17 contains 61984 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12111 members 
Mstep: Class 22 contains 51779 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74143 members 
Mstep: Class 31 contains 25373 members 
Mstep: Class 32 contains 34351 members 
Mstep: Class 33 contains 26066 members 
Mstep: Class 34 contains 32797 members 
Mstep: Class 35 contains 4458 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7983 members 
Mstep: Class 40 contains 16796 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43908 members 
Mstep: Class 43 contains 4397 members 
Mstep: Class 44 contains 15661 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039624.000000 Penalty: 153557.890625
Iteration 210Q: 47 clusters Score -1.150396e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 11031 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11267 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 13195 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54790 members 
Mstep: Class 15 contains 11122 members 
Mstep: Class 16 contains 70062 members 
Mstep: Class 17 contains 61984 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6543 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12111 members 
Mstep: Class 22 contains 51778 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74145 members 
Mstep: Class 31 contains 25373 members 
Mstep: Class 32 contains 34353 members 
Mstep: Class 33 contains 26066 members 
Mstep: Class 34 contains 32797 members 
Mstep: Class 35 contains 4458 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16796 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43908 members 
Mstep: Class 43 contains 4397 members 
Mstep: Class 44 contains 15661 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039728.000000 Penalty: 153557.890625
Iteration 211Q: 47 clusters Score -1.150397e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 11034 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11267 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 13194 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54792 members 
Mstep: Class 15 contains 11121 members 
Mstep: Class 16 contains 70055 members 
Mstep: Class 17 contains 61984 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12111 members 
Mstep: Class 22 contains 51778 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74148 members 
Mstep: Class 31 contains 25373 members 
Mstep: Class 32 contains 34356 members 
Mstep: Class 33 contains 26066 members 
Mstep: Class 34 contains 32797 members 
Mstep: Class 35 contains 4458 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16795 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43909 members 
Mstep: Class 43 contains 4397 members 
Mstep: Class 44 contains 15661 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039696.000000 Penalty: 153557.890625
Iteration 212Q: 47 clusters Score -1.150397e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 11033 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11268 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13195 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54792 members 
Mstep: Class 15 contains 11119 members 
Mstep: Class 16 contains 70047 members 
Mstep: Class 17 contains 61984 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12110 members 
Mstep: Class 22 contains 51779 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74155 members 
Mstep: Class 31 contains 25375 members 
Mstep: Class 32 contains 34358 members 
Mstep: Class 33 contains 26066 members 
Mstep: Class 34 contains 32797 members 
Mstep: Class 35 contains 4458 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7985 members 
Mstep: Class 40 contains 16793 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43914 members 
Mstep: Class 43 contains 4397 members 
Mstep: Class 44 contains 15659 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039768.000000 Penalty: 153557.890625
Iteration 213Q: 47 clusters Score -1.150398e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12439 members 
Mstep: Class 4 contains 11030 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11271 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13194 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54793 members 
Mstep: Class 15 contains 11117 members 
Mstep: Class 16 contains 70049 members 
Mstep: Class 17 contains 61984 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12109 members 
Mstep: Class 22 contains 51779 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74156 members 
Mstep: Class 31 contains 25376 members 
Mstep: Class 32 contains 34360 members 
Mstep: Class 33 contains 26066 members 
Mstep: Class 34 contains 32798 members 
Mstep: Class 35 contains 4458 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7985 members 
Mstep: Class 40 contains 16788 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43916 members 
Mstep: Class 43 contains 4397 members 
Mstep: Class 44 contains 15659 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039736.000000 Penalty: 153557.890625
Iteration 214Q: 47 clusters Score -1.150397e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12439 members 
Mstep: Class 4 contains 11028 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13193 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54793 members 
Mstep: Class 15 contains 11116 members 
Mstep: Class 16 contains 70047 members 
Mstep: Class 17 contains 61984 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12110 members 
Mstep: Class 22 contains 51781 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74160 members 
Mstep: Class 31 contains 25379 members 
Mstep: Class 32 contains 34359 members 
Mstep: Class 33 contains 26066 members 
Mstep: Class 34 contains 32797 members 
Mstep: Class 35 contains 4458 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16786 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43919 members 
Mstep: Class 43 contains 4397 members 
Mstep: Class 44 contains 15658 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039736.000000 Penalty: 153557.890625
Iteration 215Q: 47 clusters Score -1.150397e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12439 members 
Mstep: Class 4 contains 11025 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13193 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54793 members 
Mstep: Class 15 contains 11117 members 
Mstep: Class 16 contains 70043 members 
Mstep: Class 17 contains 61984 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12109 members 
Mstep: Class 22 contains 51782 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74161 members 
Mstep: Class 31 contains 25382 members 
Mstep: Class 32 contains 34360 members 
Mstep: Class 33 contains 26066 members 
Mstep: Class 34 contains 32797 members 
Mstep: Class 35 contains 4458 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16785 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43921 members 
Mstep: Class 43 contains 4397 members 
Mstep: Class 44 contains 15658 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039768.000000 Penalty: 153557.890625
Iteration 216Q: 47 clusters Score -1.150398e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12439 members 
Mstep: Class 4 contains 11022 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13194 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54793 members 
Mstep: Class 15 contains 11117 members 
Mstep: Class 16 contains 70040 members 
Mstep: Class 17 contains 61984 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12108 members 
Mstep: Class 22 contains 51782 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74161 members 
Mstep: Class 31 contains 25384 members 
Mstep: Class 32 contains 34360 members 
Mstep: Class 33 contains 26066 members 
Mstep: Class 34 contains 32800 members 
Mstep: Class 35 contains 4458 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16784 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43923 members 
Mstep: Class 43 contains 4397 members 
Mstep: Class 44 contains 15658 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039720.000000 Penalty: 153557.890625
Iteration 217Q: 47 clusters Score -1.150397e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12439 members 
Mstep: Class 4 contains 11016 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11271 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13194 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54790 members 
Mstep: Class 15 contains 11117 members 
Mstep: Class 16 contains 70039 members 
Mstep: Class 17 contains 61982 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6539 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12108 members 
Mstep: Class 22 contains 51783 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74161 members 
Mstep: Class 31 contains 25385 members 
Mstep: Class 32 contains 34361 members 
Mstep: Class 33 contains 26066 members 
Mstep: Class 34 contains 32801 members 
Mstep: Class 35 contains 4458 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16784 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43929 members 
Mstep: Class 43 contains 4397 members 
Mstep: Class 44 contains 15658 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039736.000000 Penalty: 153557.890625
Iteration 218Q: 47 clusters Score -1.150397e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12439 members 
Mstep: Class 4 contains 11010 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11272 members 
Mstep: Class 7 contains 12029 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13194 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54792 members 
Mstep: Class 15 contains 11117 members 
Mstep: Class 16 contains 70036 members 
Mstep: Class 17 contains 61982 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6538 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12108 members 
Mstep: Class 22 contains 51783 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74163 members 
Mstep: Class 31 contains 25385 members 
Mstep: Class 32 contains 34364 members 
Mstep: Class 33 contains 26066 members 
Mstep: Class 34 contains 32801 members 
Mstep: Class 35 contains 4458 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 16783 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43932 members 
Mstep: Class 43 contains 4397 members 
Mstep: Class 44 contains 15657 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039816.000000 Penalty: 153557.890625
Iteration 219Q: 47 clusters Score -1.150398e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12439 members 
Mstep: Class 4 contains 11001 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11275 members 
Mstep: Class 7 contains 12030 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13196 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54793 members 
Mstep: Class 15 contains 11116 members 
Mstep: Class 16 contains 70029 members 
Mstep: Class 17 contains 61982 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6537 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12111 members 
Mstep: Class 22 contains 51784 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74165 members 
Mstep: Class 31 contains 25385 members 
Mstep: Class 32 contains 34367 members 
Mstep: Class 33 contains 26066 members 
Mstep: Class 34 contains 32802 members 
Mstep: Class 35 contains 4458 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7983 members 
Mstep: Class 40 contains 16782 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43935 members 
Mstep: Class 43 contains 4397 members 
Mstep: Class 44 contains 15657 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039832.000000 Penalty: 153557.890625
Iteration 220F: 47 clusters Score -1.150398e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12439 members 
Mstep: Class 4 contains 10985 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 11275 members 
Mstep: Class 7 contains 12030 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13199 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 54794 members 
Mstep: Class 15 contains 11115 members 
Mstep: Class 16 contains 70033 members 
Mstep: Class 17 contains 61982 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6536 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12110 members 
Mstep: Class 22 contains 51783 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2442 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74168 members 
Mstep: Class 31 contains 25386 members 
Mstep: Class 32 contains 34366 members 
Mstep: Class 33 contains 26066 members 
Mstep: Class 34 contains 32801 members 
Mstep: Class 35 contains 4458 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7985 members 
Mstep: Class 40 contains 16782 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43941 members 
Mstep: Class 43 contains 4397 members 
Mstep: Class 44 contains 15657 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039728.000000 Penalty: 153557.890625
Iteration 221Q: 47 clusters Score -1.150397e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 10967 members 
Mstep: Class 5 contains 3558 members 
Mstep: Class 6 contains 11278 members 
Mstep: Class 7 contains 12030 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13200 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 54795 members 
Mstep: Class 15 contains 11113 members 
Mstep: Class 16 contains 70034 members 
Mstep: Class 17 contains 61982 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6535 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12110 members 
Mstep: Class 22 contains 51783 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74169 members 
Mstep: Class 31 contains 25391 members 
Mstep: Class 32 contains 34368 members 
Mstep: Class 33 contains 26066 members 
Mstep: Class 34 contains 32799 members 
Mstep: Class 35 contains 4458 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7986 members 
Mstep: Class 40 contains 16781 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43952 members 
Mstep: Class 43 contains 4397 members 
Mstep: Class 44 contains 15656 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039808.000000 Penalty: 153557.890625
Iteration 222Q: 47 clusters Score -1.150398e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12441 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3557 members 
Mstep: Class 6 contains 11281 members 
Mstep: Class 7 contains 12032 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13201 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54795 members 
Mstep: Class 15 contains 11113 members 
Mstep: Class 16 contains 70035 members 
Mstep: Class 17 contains 61983 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6535 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12113 members 
Mstep: Class 22 contains 51783 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74171 members 
Mstep: Class 31 contains 25395 members 
Mstep: Class 32 contains 34368 members 
Mstep: Class 33 contains 26066 members 
Mstep: Class 34 contains 32799 members 
Mstep: Class 35 contains 4458 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7986 members 
Mstep: Class 40 contains 16776 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43957 members 
Mstep: Class 43 contains 4398 members 
Mstep: Class 44 contains 15656 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039760.000000 Penalty: 153557.890625
Iteration 223Q: 47 clusters Score -1.150398e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 10935 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 11284 members 
Mstep: Class 7 contains 12032 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13200 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 54795 members 
Mstep: Class 15 contains 11113 members 
Mstep: Class 16 contains 70035 members 
Mstep: Class 17 contains 61984 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6535 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12114 members 
Mstep: Class 22 contains 51783 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74175 members 
Mstep: Class 31 contains 25397 members 
Mstep: Class 32 contains 34369 members 
Mstep: Class 33 contains 26066 members 
Mstep: Class 34 contains 32800 members 
Mstep: Class 35 contains 4458 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7986 members 
Mstep: Class 40 contains 16779 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43956 members 
Mstep: Class 43 contains 4399 members 
Mstep: Class 44 contains 15656 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039632.000000 Penalty: 153557.890625
Iteration 224Q: 47 clusters Score -1.150396e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 10914 members 
Mstep: Class 5 contains 3557 members 
Mstep: Class 6 contains 11285 members 
Mstep: Class 7 contains 12031 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13199 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 54794 members 
Mstep: Class 15 contains 11113 members 
Mstep: Class 16 contains 70033 members 
Mstep: Class 17 contains 61985 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6535 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12116 members 
Mstep: Class 22 contains 51784 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 6626 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74179 members 
Mstep: Class 31 contains 25400 members 
Mstep: Class 32 contains 34369 members 
Mstep: Class 33 contains 26065 members 
Mstep: Class 34 contains 32801 members 
Mstep: Class 35 contains 4458 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7986 members 
Mstep: Class 40 contains 16778 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43971 members 
Mstep: Class 43 contains 4399 members 
Mstep: Class 44 contains 15656 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039688.000000 Penalty: 153557.890625
Iteration 225Q: 47 clusters Score -1.150397e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12439 members 
Mstep: Class 4 contains 10900 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 11283 members 
Mstep: Class 7 contains 12030 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13201 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54793 members 
Mstep: Class 15 contains 11113 members 
Mstep: Class 16 contains 70026 members 
Mstep: Class 17 contains 61985 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6535 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12116 members 
Mstep: Class 22 contains 51788 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74181 members 
Mstep: Class 31 contains 25401 members 
Mstep: Class 32 contains 34371 members 
Mstep: Class 33 contains 26063 members 
Mstep: Class 34 contains 32798 members 
Mstep: Class 35 contains 4458 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16777 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43992 members 
Mstep: Class 43 contains 4399 members 
Mstep: Class 44 contains 15656 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039784.000000 Penalty: 153557.890625
Iteration 226Q: 47 clusters Score -1.150398e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12439 members 
Mstep: Class 4 contains 10876 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11289 members 
Mstep: Class 7 contains 12031 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13201 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6214 members 
Mstep: Class 14 contains 54797 members 
Mstep: Class 15 contains 11113 members 
Mstep: Class 16 contains 70025 members 
Mstep: Class 17 contains 61986 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12118 members 
Mstep: Class 22 contains 51794 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 6629 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74186 members 
Mstep: Class 31 contains 25404 members 
Mstep: Class 32 contains 34371 members 
Mstep: Class 33 contains 26059 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4458 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16777 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 43996 members 
Mstep: Class 43 contains 4399 members 
Mstep: Class 44 contains 15658 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039704.000000 Penalty: 153557.890625
Iteration 227Q: 47 clusters Score -1.150397e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 3554 members 
Mstep: Class 6 contains 11292 members 
Mstep: Class 7 contains 12031 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13201 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54799 members 
Mstep: Class 15 contains 11114 members 
Mstep: Class 16 contains 70027 members 
Mstep: Class 17 contains 61986 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12118 members 
Mstep: Class 22 contains 51797 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 6629 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74191 members 
Mstep: Class 31 contains 25404 members 
Mstep: Class 32 contains 34373 members 
Mstep: Class 33 contains 26056 members 
Mstep: Class 34 contains 32794 members 
Mstep: Class 35 contains 4457 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16779 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 44007 members 
Mstep: Class 43 contains 4399 members 
Mstep: Class 44 contains 15658 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039888.000000 Penalty: 153557.890625
Iteration 228Q: 47 clusters Score -1.150399e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 10839 members 
Mstep: Class 5 contains 3553 members 
Mstep: Class 6 contains 11291 members 
Mstep: Class 7 contains 12031 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13202 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54801 members 
Mstep: Class 15 contains 11114 members 
Mstep: Class 16 contains 70018 members 
Mstep: Class 17 contains 61986 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12118 members 
Mstep: Class 22 contains 51802 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 6629 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74196 members 
Mstep: Class 31 contains 25410 members 
Mstep: Class 32 contains 34376 members 
Mstep: Class 33 contains 26054 members 
Mstep: Class 34 contains 32793 members 
Mstep: Class 35 contains 4457 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16779 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 44014 members 
Mstep: Class 43 contains 4399 members 
Mstep: Class 44 contains 15656 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039816.000000 Penalty: 153557.890625
Iteration 229Q: 47 clusters Score -1.150398e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12439 members 
Mstep: Class 4 contains 10825 members 
Mstep: Class 5 contains 3554 members 
Mstep: Class 6 contains 11290 members 
Mstep: Class 7 contains 12032 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13202 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54803 members 
Mstep: Class 15 contains 11115 members 
Mstep: Class 16 contains 70014 members 
Mstep: Class 17 contains 61989 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12119 members 
Mstep: Class 22 contains 51802 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 6629 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74198 members 
Mstep: Class 31 contains 25414 members 
Mstep: Class 32 contains 34379 members 
Mstep: Class 33 contains 26051 members 
Mstep: Class 34 contains 32793 members 
Mstep: Class 35 contains 4457 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16778 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 44021 members 
Mstep: Class 43 contains 4399 members 
Mstep: Class 44 contains 15655 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039840.000000 Penalty: 153557.890625
Iteration 230Q: 47 clusters Score -1.150398e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12439 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 11289 members 
Mstep: Class 7 contains 12032 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13202 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54803 members 
Mstep: Class 15 contains 11115 members 
Mstep: Class 16 contains 70014 members 
Mstep: Class 17 contains 61989 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6532 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12119 members 
Mstep: Class 22 contains 51804 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6629 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74198 members 
Mstep: Class 31 contains 25417 members 
Mstep: Class 32 contains 34379 members 
Mstep: Class 33 contains 26048 members 
Mstep: Class 34 contains 32794 members 
Mstep: Class 35 contains 4457 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16778 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 44029 members 
Mstep: Class 43 contains 4399 members 
Mstep: Class 44 contains 15655 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039776.000000 Penalty: 153557.890625
Iteration 231Q: 47 clusters Score -1.150398e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12439 members 
Mstep: Class 4 contains 10805 members 
Mstep: Class 5 contains 3558 members 
Mstep: Class 6 contains 11290 members 
Mstep: Class 7 contains 12032 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13203 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54803 members 
Mstep: Class 15 contains 11114 members 
Mstep: Class 16 contains 70011 members 
Mstep: Class 17 contains 61986 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6531 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12119 members 
Mstep: Class 22 contains 51808 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6629 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74199 members 
Mstep: Class 31 contains 25418 members 
Mstep: Class 32 contains 34379 members 
Mstep: Class 33 contains 26046 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4457 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16777 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 44036 members 
Mstep: Class 43 contains 4399 members 
Mstep: Class 44 contains 15655 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039776.000000 Penalty: 153557.890625
Iteration 232Q: 47 clusters Score -1.150398e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12438 members 
Mstep: Class 4 contains 10799 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 11291 members 
Mstep: Class 7 contains 12032 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13203 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54803 members 
Mstep: Class 15 contains 11114 members 
Mstep: Class 16 contains 70009 members 
Mstep: Class 17 contains 61979 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6529 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12119 members 
Mstep: Class 22 contains 51822 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 6630 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74201 members 
Mstep: Class 31 contains 25420 members 
Mstep: Class 32 contains 34380 members 
Mstep: Class 33 contains 26041 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4457 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16777 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 44040 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15654 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039720.000000 Penalty: 153557.890625
Iteration 233Q: 47 clusters Score -1.150397e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12437 members 
Mstep: Class 4 contains 10787 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11293 members 
Mstep: Class 7 contains 12032 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13203 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54804 members 
Mstep: Class 15 contains 11114 members 
Mstep: Class 16 contains 70011 members 
Mstep: Class 17 contains 61978 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6529 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12119 members 
Mstep: Class 22 contains 51825 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2442 members 
Mstep: Class 26 contains 6629 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74202 members 
Mstep: Class 31 contains 25425 members 
Mstep: Class 32 contains 34380 members 
Mstep: Class 33 contains 26039 members 
Mstep: Class 34 contains 32795 members 
Mstep: Class 35 contains 4457 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16776 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 44046 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15653 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039800.000000 Penalty: 153557.890625
Iteration 234Q: 47 clusters Score -1.150398e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12436 members 
Mstep: Class 4 contains 10780 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11292 members 
Mstep: Class 7 contains 12033 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13203 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54804 members 
Mstep: Class 15 contains 11113 members 
Mstep: Class 16 contains 70010 members 
Mstep: Class 17 contains 61979 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6529 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12119 members 
Mstep: Class 22 contains 51827 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 6629 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74205 members 
Mstep: Class 31 contains 25428 members 
Mstep: Class 32 contains 34378 members 
Mstep: Class 33 contains 26036 members 
Mstep: Class 34 contains 32795 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16776 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 44051 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15652 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039808.000000 Penalty: 153557.890625
Iteration 235Q: 47 clusters Score -1.150398e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12435 members 
Mstep: Class 4 contains 10776 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11294 members 
Mstep: Class 7 contains 12033 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13203 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54807 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 70010 members 
Mstep: Class 17 contains 61977 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12120 members 
Mstep: Class 22 contains 51830 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 6629 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74203 members 
Mstep: Class 31 contains 25429 members 
Mstep: Class 32 contains 34379 members 
Mstep: Class 33 contains 26033 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16775 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 44055 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15652 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039720.000000 Penalty: 153557.890625
Iteration 236Q: 47 clusters Score -1.150397e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 10772 members 
Mstep: Class 5 contains 3554 members 
Mstep: Class 6 contains 11296 members 
Mstep: Class 7 contains 12034 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13203 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 54809 members 
Mstep: Class 15 contains 11108 members 
Mstep: Class 16 contains 70007 members 
Mstep: Class 17 contains 61973 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 51839 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 6629 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74205 members 
Mstep: Class 31 contains 25429 members 
Mstep: Class 32 contains 34380 members 
Mstep: Class 33 contains 26029 members 
Mstep: Class 34 contains 32800 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16774 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 44053 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15652 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039864.000000 Penalty: 153557.890625
Iteration 237Q: 47 clusters Score -1.150399e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12433 members 
Mstep: Class 4 contains 10768 members 
Mstep: Class 5 contains 3554 members 
Mstep: Class 6 contains 11297 members 
Mstep: Class 7 contains 12034 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13203 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54809 members 
Mstep: Class 15 contains 11106 members 
Mstep: Class 16 contains 70004 members 
Mstep: Class 17 contains 61974 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 51843 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74205 members 
Mstep: Class 31 contains 25428 members 
Mstep: Class 32 contains 34383 members 
Mstep: Class 33 contains 26026 members 
Mstep: Class 34 contains 32802 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16774 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 44054 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15653 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039640.000000 Penalty: 153557.890625
Iteration 238Q: 47 clusters Score -1.150396e+08 nChanged 17
Entering ConstructFrom: 
Score: -115039640.000000 Penalty: 153557.890625
Entering ConstructFrom: 
Trying to split cluster 1 (2374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Entering Unmasked Estep 
Score: -393449.375000 Penalty: 1927.538208
	Iteration 0F: 2 clusters Score -393449.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -390620.312500 Penalty: 3855.076416
	Iteration 0F: 3 clusters Score -390620.3 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -391175.656250 Penalty: 3855.076416
	Iteration 1F: 3 clusters Score -391175.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -391360.906250 Penalty: 3855.076416
	Iteration 2F: 3 clusters Score -391360.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -391476.625000 Penalty: 3855.076416
	Iteration 3F: 3 clusters Score -391476.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -391559.593750 Penalty: 3855.076416
	Iteration 4Q: 3 clusters Score -391559.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -391629.906250 Penalty: 3855.076416
	Iteration 5Q: 3 clusters Score -391629.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -391703.781250 Penalty: 3855.076416
	Iteration 6Q: 3 clusters Score -391703.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -391755.625000 Penalty: 3855.076416
	Iteration 7Q: 3 clusters Score -391755.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -391809.656250 Penalty: 3855.076416
	Iteration 8Q: 3 clusters Score -391809.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -391855.937500 Penalty: 3855.076416
	Iteration 9Q: 3 clusters Score -391855.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -391894.968750 Penalty: 3855.076416
	Iteration 10Q: 3 clusters Score -391895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -391929.812500 Penalty: 3855.076416
	Iteration 11Q: 3 clusters Score -391929.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -391964.781250 Penalty: 3855.076416
	Iteration 12Q: 3 clusters Score -391964.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -391996.500000 Penalty: 3855.076416
	Iteration 13Q: 3 clusters Score -391996.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -392025.531250 Penalty: 3855.076416
	Iteration 14Q: 3 clusters Score -392025.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -392049.156250 Penalty: 3855.076416
	Iteration 15Q: 3 clusters Score -392049.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -392083.437500 Penalty: 3855.076416
	Iteration 16Q: 3 clusters Score -392083.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -392131.750000 Penalty: 3855.076416
	Iteration 17Q: 3 clusters Score -392131.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -392174.218750 Penalty: 3855.076416
	Iteration 18Q: 3 clusters Score -392174.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -392218.250000 Penalty: 3855.076416
	Iteration 19Q: 3 clusters Score -392218.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -392281.375000 Penalty: 3855.076416
	Iteration 20F: 3 clusters Score -392281.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -392368.187500 Penalty: 3855.076416
	Iteration 21Q: 3 clusters Score -392368.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -392505.843750 Penalty: 3855.076416
	Iteration 22Q: 3 clusters Score -392505.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -392726.125000 Penalty: 3855.076416
	Iteration 23Q: 3 clusters Score -392726.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -392864.343750 Penalty: 3855.076416
	Iteration 24Q: 3 clusters Score -392864.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -392926.250000 Penalty: 3855.076416
	Iteration 25Q: 3 clusters Score -392926.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -392970.718750 Penalty: 3855.076416
	Iteration 26Q: 3 clusters Score -392970.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -393012.906250 Penalty: 3855.076416
	Iteration 27Q: 3 clusters Score -393012.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -393044.687500 Penalty: 3855.076416
	Iteration 28Q: 3 clusters Score -393044.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -393064.656250 Penalty: 3855.076416
	Iteration 29Q: 3 clusters Score -393064.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -393075.718750 Penalty: 3855.076416
	Iteration 30Q: 3 clusters Score -393075.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -393076.781250 Penalty: 3855.076416
	Iteration 31Q: 3 clusters Score -393076.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -393076.781250 Penalty: 3855.076416
	Iteration 32F: 3 clusters Score -393076.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -64425.507812 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -64425.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -63360.632812 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -63360.63 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -63850.394531 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -63850.39 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64045.710938 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -64045.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64145.496094 Penalty: 3051.755371
	Iteration 3F: 3 clusters Score -64145.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64186.355469 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -64186.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64245.695312 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -64245.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64395.019531 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -64395.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64434.226562 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -64434.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -64436.832031 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -64436.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -64436.832031 Penalty: 3051.755371
	Iteration 9F: 3 clusters Score -64436.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 158 members 
Mstep: Class 3 contains 12433 members 
Mstep: Class 4 contains 10761 members 
Mstep: Class 5 contains 3554 members 
Mstep: Class 6 contains 11297 members 
Mstep: Class 7 contains 12034 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13204 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54809 members 
Mstep: Class 15 contains 11106 members 
Mstep: Class 16 contains 70003 members 
Mstep: Class 17 contains 61974 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 51847 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74205 members 
Mstep: Class 31 contains 25429 members 
Mstep: Class 32 contains 34383 members 
Mstep: Class 33 contains 26022 members 
Mstep: Class 34 contains 32802 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16773 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 44061 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15653 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11566 members 
Mstep: Class 47 contains 312 members 
Entering Unmasked Estep 
Score: -115037904.000000 Penalty: 156896.109375
Splitting cluster 2 changes total score from -115039640.000000 to -115037904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (12433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Entering Unmasked Estep 
Score: -1989797.625000 Penalty: 2338.171143
	Iteration 0F: 2 clusters Score -1989798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1980563.875000 Penalty: 4676.342285
	Iteration 0F: 3 clusters Score -1980564 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1983523.000000 Penalty: 4676.342285
	Iteration 1F: 3 clusters Score -1983523 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1984163.750000 Penalty: 4676.342285
	Iteration 2F: 3 clusters Score -1984164 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1984917.250000 Penalty: 4676.342285
	Iteration 3F: 3 clusters Score -1984917 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1985775.500000 Penalty: 4676.342285
	Iteration 4F: 3 clusters Score -1985776 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1986567.750000 Penalty: 4676.342285
	Iteration 5F: 3 clusters Score -1986568 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1987190.750000 Penalty: 4676.342285
	Iteration 6F: 3 clusters Score -1987191 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1987607.625000 Penalty: 4676.342285
	Iteration 7F: 3 clusters Score -1987608 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1987850.875000 Penalty: 4676.342285
	Iteration 8Q: 3 clusters Score -1987851 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1988000.375000 Penalty: 4676.342285
	Iteration 9Q: 3 clusters Score -1988000 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1988091.000000 Penalty: 4676.342285
	Iteration 10Q: 3 clusters Score -1988091 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1988152.000000 Penalty: 4676.342285
	Iteration 11Q: 3 clusters Score -1988152 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1988210.125000 Penalty: 4676.342285
	Iteration 12Q: 3 clusters Score -1988210 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1988248.500000 Penalty: 4676.342285
	Iteration 13Q: 3 clusters Score -1988248 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1988286.125000 Penalty: 4676.342285
	Iteration 14Q: 3 clusters Score -1988286 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1988315.250000 Penalty: 4676.342285
	Iteration 15Q: 3 clusters Score -1988315 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1988344.375000 Penalty: 4676.342285
	Iteration 16Q: 3 clusters Score -1988344 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1988363.875000 Penalty: 4676.342285
	Iteration 17Q: 3 clusters Score -1988364 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1988396.375000 Penalty: 4676.342285
	Iteration 18Q: 3 clusters Score -1988396 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1988412.500000 Penalty: 4676.342285
	Iteration 19Q: 3 clusters Score -1988412 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1988432.125000 Penalty: 4676.342285
	Iteration 20F: 3 clusters Score -1988432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1988453.375000 Penalty: 4676.342285
	Iteration 21Q: 3 clusters Score -1988453 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1988469.750000 Penalty: 4676.342285
	Iteration 22Q: 3 clusters Score -1988470 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1988487.750000 Penalty: 4676.342285
	Iteration 23Q: 3 clusters Score -1988488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1988496.750000 Penalty: 4676.342285
	Iteration 24Q: 3 clusters Score -1988497 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1988507.500000 Penalty: 4676.342285
	Iteration 25Q: 3 clusters Score -1988508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1988518.125000 Penalty: 4676.342285
	Iteration 26Q: 3 clusters Score -1988518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1988526.500000 Penalty: 4676.342285
	Iteration 27Q: 3 clusters Score -1988526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1988544.625000 Penalty: 4676.342285
	Iteration 28Q: 3 clusters Score -1988545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1988548.750000 Penalty: 4676.342285
	Iteration 29Q: 3 clusters Score -1988549 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1988554.125000 Penalty: 4676.342285
	Iteration 30Q: 3 clusters Score -1988554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1988562.375000 Penalty: 4676.342285
	Iteration 31Q: 3 clusters Score -1988562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1988571.250000 Penalty: 4676.342285
	Iteration 32Q: 3 clusters Score -1988571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1988576.250000 Penalty: 4676.342285
	Iteration 33Q: 3 clusters Score -1988576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1988574.500000 Penalty: 4676.342285
	Iteration 34Q: 3 clusters Score -1988574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1988580.250000 Penalty: 4676.342285
	Iteration 35Q: 3 clusters Score -1988580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1988586.500000 Penalty: 4676.342285
	Iteration 36Q: 3 clusters Score -1988586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1988590.125000 Penalty: 4676.342285
	Iteration 37Q: 3 clusters Score -1988590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1988595.750000 Penalty: 4676.342285
	Iteration 38Q: 3 clusters Score -1988596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1988594.750000 Penalty: 4676.342285
	Iteration 39Q: 3 clusters Score -1988595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1988596.750000 Penalty: 4676.342285
	Iteration 40F: 3 clusters Score -1988597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1988604.750000 Penalty: 4676.342285
	Iteration 41Q: 3 clusters Score -1988605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1988604.875000 Penalty: 4676.342285
	Iteration 42Q: 3 clusters Score -1988605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1988609.125000 Penalty: 4676.342285
	Iteration 43Q: 3 clusters Score -1988609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1988608.000000 Penalty: 4676.342285
	Iteration 44Q: 3 clusters Score -1988608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1988607.875000 Penalty: 4676.342285
	Iteration 45Q: 3 clusters Score -1988608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1988609.250000 Penalty: 4676.342285
	Iteration 46Q: 3 clusters Score -1988609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1988609.875000 Penalty: 4676.342285
	Iteration 47Q: 3 clusters Score -1988610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1988609.000000 Penalty: 4676.342285
	Iteration 48Q: 3 clusters Score -1988609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1988610.500000 Penalty: 4676.342285
	Iteration 49Q: 3 clusters Score -1988610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1988612.625000 Penalty: 4676.342285
	Iteration 50Q: 3 clusters Score -1988613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1988611.500000 Penalty: 4676.342285
	Iteration 51Q: 3 clusters Score -1988612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1988611.250000 Penalty: 4676.342285
	Iteration 52Q: 3 clusters Score -1988611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1988611.250000 Penalty: 4676.342285
	Iteration 53F: 3 clusters Score -1988611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Entering Unmasked Estep 
Score: -1729892.750000 Penalty: 2302.353516
	Iteration 0F: 2 clusters Score -1729893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1721791.625000 Penalty: 4604.707031
	Iteration 0F: 3 clusters Score -1721792 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1724345.000000 Penalty: 4604.707031
	Iteration 1F: 3 clusters Score -1724345 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1724867.250000 Penalty: 4604.707031
	Iteration 2F: 3 clusters Score -1724867 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1725362.125000 Penalty: 4604.707031
	Iteration 3F: 3 clusters Score -1725362 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1725833.625000 Penalty: 4604.707031
	Iteration 4F: 3 clusters Score -1725834 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1726213.625000 Penalty: 4604.707031
	Iteration 5F: 3 clusters Score -1726214 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1726530.250000 Penalty: 4604.707031
	Iteration 6Q: 3 clusters Score -1726530 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1726805.625000 Penalty: 4604.707031
	Iteration 7Q: 3 clusters Score -1726806 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1727031.875000 Penalty: 4604.707031
	Iteration 8Q: 3 clusters Score -1727032 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1727188.875000 Penalty: 4604.707031
	Iteration 9Q: 3 clusters Score -1727189 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1727329.250000 Penalty: 4604.707031
	Iteration 10Q: 3 clusters Score -1727329 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1727429.625000 Penalty: 4604.707031
	Iteration 11Q: 3 clusters Score -1727430 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1727508.375000 Penalty: 4604.707031
	Iteration 12Q: 3 clusters Score -1727508 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1727560.250000 Penalty: 4604.707031
	Iteration 13Q: 3 clusters Score -1727560 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1727607.500000 Penalty: 4604.707031
	Iteration 14Q: 3 clusters Score -1727608 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1727667.375000 Penalty: 4604.707031
	Iteration 15Q: 3 clusters Score -1727667 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1727707.750000 Penalty: 4604.707031
	Iteration 16Q: 3 clusters Score -1727708 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1727759.875000 Penalty: 4604.707031
	Iteration 17Q: 3 clusters Score -1727760 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1727804.750000 Penalty: 4604.707031
	Iteration 18Q: 3 clusters Score -1727805 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1727827.000000 Penalty: 4604.707031
	Iteration 19Q: 3 clusters Score -1727827 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1727852.875000 Penalty: 4604.707031
	Iteration 20F: 3 clusters Score -1727853 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1727869.250000 Penalty: 4604.707031
	Iteration 21Q: 3 clusters Score -1727869 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1727879.375000 Penalty: 4604.707031
	Iteration 22Q: 3 clusters Score -1727879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1727880.875000 Penalty: 4604.707031
	Iteration 23Q: 3 clusters Score -1727881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1727888.500000 Penalty: 4604.707031
	Iteration 24Q: 3 clusters Score -1727888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1727900.250000 Penalty: 4604.707031
	Iteration 25Q: 3 clusters Score -1727900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1727900.375000 Penalty: 4604.707031
	Iteration 26Q: 3 clusters Score -1727900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1727907.125000 Penalty: 4604.707031
	Iteration 27Q: 3 clusters Score -1727907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1727914.250000 Penalty: 4604.707031
	Iteration 28Q: 3 clusters Score -1727914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1727914.625000 Penalty: 4604.707031
	Iteration 29Q: 3 clusters Score -1727915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1727919.250000 Penalty: 4604.707031
	Iteration 30Q: 3 clusters Score -1727919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1727924.375000 Penalty: 4604.707031
	Iteration 31Q: 3 clusters Score -1727924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1727929.250000 Penalty: 4604.707031
	Iteration 32Q: 3 clusters Score -1727929 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1727933.750000 Penalty: 4604.707031
	Iteration 33Q: 3 clusters Score -1727934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1727938.000000 Penalty: 4604.707031
	Iteration 34Q: 3 clusters Score -1727938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1727944.250000 Penalty: 4604.707031
	Iteration 35Q: 3 clusters Score -1727944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1727945.750000 Penalty: 4604.707031
	Iteration 36Q: 3 clusters Score -1727946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1727952.750000 Penalty: 4604.707031
	Iteration 37Q: 3 clusters Score -1727953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1727959.875000 Penalty: 4604.707031
	Iteration 38Q: 3 clusters Score -1727960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1727958.750000 Penalty: 4604.707031
	Iteration 39Q: 3 clusters Score -1727959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1727962.000000 Penalty: 4604.707031
	Iteration 40F: 3 clusters Score -1727962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1727961.875000 Penalty: 4604.707031
	Iteration 41Q: 3 clusters Score -1727962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1727970.000000 Penalty: 4604.707031
	Iteration 42Q: 3 clusters Score -1727970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1727970.375000 Penalty: 4604.707031
	Iteration 43Q: 3 clusters Score -1727970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1727970.750000 Penalty: 4604.707031
	Iteration 44Q: 3 clusters Score -1727971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1727975.125000 Penalty: 4604.707031
	Iteration 45Q: 3 clusters Score -1727975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1727977.500000 Penalty: 4604.707031
	Iteration 46Q: 3 clusters Score -1727978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1727977.875000 Penalty: 4604.707031
	Iteration 47Q: 3 clusters Score -1727978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1727979.375000 Penalty: 4604.707031
	Iteration 48Q: 3 clusters Score -1727979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1727984.375000 Penalty: 4604.707031
	Iteration 49Q: 3 clusters Score -1727984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1727987.000000 Penalty: 4604.707031
	Iteration 50Q: 3 clusters Score -1727987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1727987.875000 Penalty: 4604.707031
	Iteration 51Q: 3 clusters Score -1727988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1727992.625000 Penalty: 4604.707031
	Iteration 52Q: 3 clusters Score -1727993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1727994.750000 Penalty: 4604.707031
	Iteration 53Q: 3 clusters Score -1727995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1727997.375000 Penalty: 4604.707031
	Iteration 54Q: 3 clusters Score -1727997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1727998.250000 Penalty: 4604.707031
	Iteration 55Q: 3 clusters Score -1727998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1728000.125000 Penalty: 4604.707031
	Iteration 56Q: 3 clusters Score -1728000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1728000.125000 Penalty: 4604.707031
	Iteration 57Q: 3 clusters Score -1728000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1728000.250000 Penalty: 4604.707031
	Iteration 58Q: 3 clusters Score -1728000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1727996.625000 Penalty: 4604.707031
	Iteration 59Q: 3 clusters Score -1727997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1727997.500000 Penalty: 4604.707031
	Iteration 60F: 3 clusters Score -1727998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1728000.250000 Penalty: 4604.707031
	Iteration 61Q: 3 clusters Score -1728000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1728000.250000 Penalty: 4604.707031
	Iteration 62F: 3 clusters Score -1728000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Entering Unmasked Estep 
Score: -583334.500000 Penalty: 2027.605591
	Iteration 0F: 2 clusters Score -583334.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -579782.687500 Penalty: 4055.211182
	Iteration 0F: 3 clusters Score -579782.7 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -580541.687500 Penalty: 4055.211182
	Iteration 1F: 3 clusters Score -580541.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -580714.500000 Penalty: 4055.211182
	Iteration 2F: 3 clusters Score -580714.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -580828.125000 Penalty: 4055.211182
	Iteration 3F: 3 clusters Score -580828.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -580890.000000 Penalty: 4055.211182
	Iteration 4Q: 3 clusters Score -580890 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -580922.812500 Penalty: 4055.211182
	Iteration 5Q: 3 clusters Score -580922.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -580953.375000 Penalty: 4055.211182
	Iteration 6Q: 3 clusters Score -580953.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -580983.125000 Penalty: 4055.211182
	Iteration 7Q: 3 clusters Score -580983.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -581005.687500 Penalty: 4055.211182
	Iteration 8Q: 3 clusters Score -581005.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -581020.812500 Penalty: 4055.211182
	Iteration 9Q: 3 clusters Score -581020.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -581038.062500 Penalty: 4055.211182
	Iteration 10Q: 3 clusters Score -581038.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -581059.000000 Penalty: 4055.211182
	Iteration 11Q: 3 clusters Score -581059 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -581077.000000 Penalty: 4055.211182
	Iteration 12Q: 3 clusters Score -581077 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -581094.562500 Penalty: 4055.211182
	Iteration 13Q: 3 clusters Score -581094.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -581109.500000 Penalty: 4055.211182
	Iteration 14Q: 3 clusters Score -581109.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -581126.312500 Penalty: 4055.211182
	Iteration 15Q: 3 clusters Score -581126.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -581140.000000 Penalty: 4055.211182
	Iteration 16Q: 3 clusters Score -581140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -581147.937500 Penalty: 4055.211182
	Iteration 17Q: 3 clusters Score -581147.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -581155.875000 Penalty: 4055.211182
	Iteration 18Q: 3 clusters Score -581155.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -581166.625000 Penalty: 4055.211182
	Iteration 19Q: 3 clusters Score -581166.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -581180.875000 Penalty: 4055.211182
	Iteration 20F: 3 clusters Score -581180.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -581197.687500 Penalty: 4055.211182
	Iteration 21Q: 3 clusters Score -581197.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -581212.125000 Penalty: 4055.211182
	Iteration 22Q: 3 clusters Score -581212.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -581224.062500 Penalty: 4055.211182
	Iteration 23Q: 3 clusters Score -581224.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -581241.687500 Penalty: 4055.211182
	Iteration 24Q: 3 clusters Score -581241.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -581260.875000 Penalty: 4055.211182
	Iteration 25Q: 3 clusters Score -581260.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -581277.062500 Penalty: 4055.211182
	Iteration 26Q: 3 clusters Score -581277.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -581293.625000 Penalty: 4055.211182
	Iteration 27Q: 3 clusters Score -581293.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -581311.937500 Penalty: 4055.211182
	Iteration 28Q: 3 clusters Score -581311.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -581326.562500 Penalty: 4055.211182
	Iteration 29Q: 3 clusters Score -581326.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -581345.875000 Penalty: 4055.211182
	Iteration 30Q: 3 clusters Score -581345.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -581361.375000 Penalty: 4055.211182
	Iteration 31Q: 3 clusters Score -581361.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -581378.062500 Penalty: 4055.211182
	Iteration 32Q: 3 clusters Score -581378.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -581397.312500 Penalty: 4055.211182
	Iteration 33Q: 3 clusters Score -581397.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -581416.437500 Penalty: 4055.211182
	Iteration 34Q: 3 clusters Score -581416.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -581431.812500 Penalty: 4055.211182
	Iteration 35Q: 3 clusters Score -581431.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -581445.625000 Penalty: 4055.211182
	Iteration 36Q: 3 clusters Score -581445.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -581457.437500 Penalty: 4055.211182
	Iteration 37Q: 3 clusters Score -581457.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -581468.312500 Penalty: 4055.211182
	Iteration 38Q: 3 clusters Score -581468.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -581482.250000 Penalty: 4055.211182
	Iteration 39Q: 3 clusters Score -581482.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -581494.750000 Penalty: 4055.211182
	Iteration 40F: 3 clusters Score -581494.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -581504.000000 Penalty: 4055.211182
	Iteration 41Q: 3 clusters Score -581504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -581512.062500 Penalty: 4055.211182
	Iteration 42Q: 3 clusters Score -581512.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -581519.375000 Penalty: 4055.211182
	Iteration 43Q: 3 clusters Score -581519.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -581524.875000 Penalty: 4055.211182
	Iteration 44Q: 3 clusters Score -581524.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -581529.375000 Penalty: 4055.211182
	Iteration 45Q: 3 clusters Score -581529.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -581535.500000 Penalty: 4055.211182
	Iteration 46Q: 3 clusters Score -581535.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -581544.750000 Penalty: 4055.211182
	Iteration 47Q: 3 clusters Score -581544.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -581553.250000 Penalty: 4055.211182
	Iteration 48Q: 3 clusters Score -581553.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -581564.000000 Penalty: 4055.211182
	Iteration 49Q: 3 clusters Score -581564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -581569.875000 Penalty: 4055.211182
	Iteration 50Q: 3 clusters Score -581569.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -581577.312500 Penalty: 4055.211182
	Iteration 51Q: 3 clusters Score -581577.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -581583.187500 Penalty: 4055.211182
	Iteration 52Q: 3 clusters Score -581583.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -581589.500000 Penalty: 4055.211182
	Iteration 53Q: 3 clusters Score -581589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -581590.187500 Penalty: 4055.211182
	Iteration 54Q: 3 clusters Score -581590.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -581592.812500 Penalty: 4055.211182
	Iteration 55Q: 3 clusters Score -581592.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -581596.000000 Penalty: 4055.211182
	Iteration 56Q: 3 clusters Score -581596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -581600.875000 Penalty: 4055.211182
	Iteration 57Q: 3 clusters Score -581600.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -581602.000000 Penalty: 4055.211182
	Iteration 58Q: 3 clusters Score -581602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -581604.375000 Penalty: 4055.211182
	Iteration 59Q: 3 clusters Score -581604.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -581604.875000 Penalty: 4055.211182
	Iteration 60F: 3 clusters Score -581604.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -581606.187500 Penalty: 4055.211182
	Iteration 61Q: 3 clusters Score -581606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -581606.562500 Penalty: 4055.211182
	Iteration 62Q: 3 clusters Score -581606.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -581606.562500 Penalty: 4055.211182
	Iteration 63F: 3 clusters Score -581606.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Entering Unmasked Estep 
Score: -1723282.250000 Penalty: 2314.408447
	Iteration 0F: 2 clusters Score -1723282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1714869.625000 Penalty: 4628.816895
	Iteration 0F: 3 clusters Score -1714870 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1717760.375000 Penalty: 4628.816895
	Iteration 1F: 3 clusters Score -1717760 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1718549.375000 Penalty: 4628.816895
	Iteration 2F: 3 clusters Score -1718549 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1719337.125000 Penalty: 4628.816895
	Iteration 3F: 3 clusters Score -1719337 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1719953.750000 Penalty: 4628.816895
	Iteration 4F: 3 clusters Score -1719954 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1720466.125000 Penalty: 4628.816895
	Iteration 5F: 3 clusters Score -1720466 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1720899.000000 Penalty: 4628.816895
	Iteration 6F: 3 clusters Score -1720899 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1721221.750000 Penalty: 4628.816895
	Iteration 7Q: 3 clusters Score -1721222 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1721529.625000 Penalty: 4628.816895
	Iteration 8Q: 3 clusters Score -1721530 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1721787.000000 Penalty: 4628.816895
	Iteration 9Q: 3 clusters Score -1721787 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1721967.250000 Penalty: 4628.816895
	Iteration 10Q: 3 clusters Score -1721967 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1722127.000000 Penalty: 4628.816895
	Iteration 11Q: 3 clusters Score -1722127 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1722256.500000 Penalty: 4628.816895
	Iteration 12Q: 3 clusters Score -1722256 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1722384.375000 Penalty: 4628.816895
	Iteration 13Q: 3 clusters Score -1722384 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1722496.375000 Penalty: 4628.816895
	Iteration 14Q: 3 clusters Score -1722496 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1722569.250000 Penalty: 4628.816895
	Iteration 15Q: 3 clusters Score -1722569 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1722627.625000 Penalty: 4628.816895
	Iteration 16Q: 3 clusters Score -1722628 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1722681.500000 Penalty: 4628.816895
	Iteration 17Q: 3 clusters Score -1722682 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1722710.875000 Penalty: 4628.816895
	Iteration 18Q: 3 clusters Score -1722711 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1722732.750000 Penalty: 4628.816895
	Iteration 19Q: 3 clusters Score -1722733 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1722763.375000 Penalty: 4628.816895
	Iteration 20F: 3 clusters Score -1722763 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1722783.750000 Penalty: 4628.816895
	Iteration 21Q: 3 clusters Score -1722784 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1722803.250000 Penalty: 4628.816895
	Iteration 22Q: 3 clusters Score -1722803 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1722825.500000 Penalty: 4628.816895
	Iteration 23Q: 3 clusters Score -1722826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1722831.750000 Penalty: 4628.816895
	Iteration 24Q: 3 clusters Score -1722832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1722837.000000 Penalty: 4628.816895
	Iteration 25Q: 3 clusters Score -1722837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1722844.125000 Penalty: 4628.816895
	Iteration 26Q: 3 clusters Score -1722844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1722846.375000 Penalty: 4628.816895
	Iteration 27Q: 3 clusters Score -1722846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1722855.500000 Penalty: 4628.816895
	Iteration 28Q: 3 clusters Score -1722856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1722857.375000 Penalty: 4628.816895
	Iteration 29Q: 3 clusters Score -1722857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1722858.250000 Penalty: 4628.816895
	Iteration 30Q: 3 clusters Score -1722858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1722863.500000 Penalty: 4628.816895
	Iteration 31Q: 3 clusters Score -1722864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1722868.000000 Penalty: 4628.816895
	Iteration 32Q: 3 clusters Score -1722868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1722872.625000 Penalty: 4628.816895
	Iteration 33Q: 3 clusters Score -1722873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1722876.000000 Penalty: 4628.816895
	Iteration 34Q: 3 clusters Score -1722876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1722878.375000 Penalty: 4628.816895
	Iteration 35Q: 3 clusters Score -1722878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1722880.125000 Penalty: 4628.816895
	Iteration 36Q: 3 clusters Score -1722880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1722889.125000 Penalty: 4628.816895
	Iteration 37Q: 3 clusters Score -1722889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1722902.125000 Penalty: 4628.816895
	Iteration 38Q: 3 clusters Score -1722902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1722905.875000 Penalty: 4628.816895
	Iteration 39Q: 3 clusters Score -1722906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1722906.500000 Penalty: 4628.816895
	Iteration 40F: 3 clusters Score -1722906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1722911.000000 Penalty: 4628.816895
	Iteration 41Q: 3 clusters Score -1722911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1722923.625000 Penalty: 4628.816895
	Iteration 42Q: 3 clusters Score -1722924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1722944.500000 Penalty: 4628.816895
	Iteration 43Q: 3 clusters Score -1722944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1722959.375000 Penalty: 4628.816895
	Iteration 44Q: 3 clusters Score -1722959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1722970.375000 Penalty: 4628.816895
	Iteration 45Q: 3 clusters Score -1722970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1722972.750000 Penalty: 4628.816895
	Iteration 46Q: 3 clusters Score -1722973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1722975.375000 Penalty: 4628.816895
	Iteration 47Q: 3 clusters Score -1722975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1722984.250000 Penalty: 4628.816895
	Iteration 48Q: 3 clusters Score -1722984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1722990.125000 Penalty: 4628.816895
	Iteration 49Q: 3 clusters Score -1722990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1722995.750000 Penalty: 4628.816895
	Iteration 50Q: 3 clusters Score -1722996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1723001.875000 Penalty: 4628.816895
	Iteration 51Q: 3 clusters Score -1723002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1723005.500000 Penalty: 4628.816895
	Iteration 52Q: 3 clusters Score -1723006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1723006.875000 Penalty: 4628.816895
	Iteration 53Q: 3 clusters Score -1723007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1723008.375000 Penalty: 4628.816895
	Iteration 54Q: 3 clusters Score -1723008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1723011.125000 Penalty: 4628.816895
	Iteration 55Q: 3 clusters Score -1723011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1723016.500000 Penalty: 4628.816895
	Iteration 56Q: 3 clusters Score -1723016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1723021.375000 Penalty: 4628.816895
	Iteration 57Q: 3 clusters Score -1723021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1723020.250000 Penalty: 4628.816895
	Iteration 58Q: 3 clusters Score -1723020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1723022.500000 Penalty: 4628.816895
	Iteration 59Q: 3 clusters Score -1723022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1723023.625000 Penalty: 4628.816895
	Iteration 60F: 3 clusters Score -1723024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1723024.125000 Penalty: 4628.816895
	Iteration 61Q: 3 clusters Score -1723024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1723022.500000 Penalty: 4628.816895
	Iteration 62Q: 3 clusters Score -1723022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1723022.875000 Penalty: 4628.816895
	Iteration 63Q: 3 clusters Score -1723023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1723022.500000 Penalty: 4628.816895
	Iteration 64Q: 3 clusters Score -1723022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1723023.875000 Penalty: 4628.816895
	Iteration 65Q: 3 clusters Score -1723024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1723028.125000 Penalty: 4628.816895
	Iteration 66Q: 3 clusters Score -1723028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1723025.000000 Penalty: 4628.816895
	Iteration 67Q: 3 clusters Score -1723025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1723026.125000 Penalty: 4628.816895
	Iteration 68Q: 3 clusters Score -1723026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1723027.875000 Penalty: 4628.816895
	Iteration 69Q: 3 clusters Score -1723028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1723030.375000 Penalty: 4628.816895
	Iteration 70Q: 3 clusters Score -1723030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1723027.000000 Penalty: 4628.816895
	Iteration 71Q: 3 clusters Score -1723027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1723032.250000 Penalty: 4628.816895
	Iteration 72Q: 3 clusters Score -1723032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1723033.625000 Penalty: 4628.816895
	Iteration 73Q: 3 clusters Score -1723034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1723033.625000 Penalty: 4628.816895
	Iteration 74F: 3 clusters Score -1723034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Entering Unmasked Estep 
Score: -1915869.000000 Penalty: 2330.082031
	Iteration 0F: 2 clusters Score -1915869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1906915.500000 Penalty: 4660.164062
	Iteration 0F: 3 clusters Score -1906916 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1910052.875000 Penalty: 4660.164062
	Iteration 1F: 3 clusters Score -1910053 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1910987.625000 Penalty: 4660.164062
	Iteration 2F: 3 clusters Score -1910988 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1911880.875000 Penalty: 4660.164062
	Iteration 3F: 3 clusters Score -1911881 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1912540.125000 Penalty: 4660.164062
	Iteration 4F: 3 clusters Score -1912540 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1912968.750000 Penalty: 4660.164062
	Iteration 5F: 3 clusters Score -1912969 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1913251.000000 Penalty: 4660.164062
	Iteration 6Q: 3 clusters Score -1913251 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1913439.125000 Penalty: 4660.164062
	Iteration 7Q: 3 clusters Score -1913439 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1913547.250000 Penalty: 4660.164062
	Iteration 8Q: 3 clusters Score -1913547 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1913623.250000 Penalty: 4660.164062
	Iteration 9Q: 3 clusters Score -1913623 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1913680.000000 Penalty: 4660.164062
	Iteration 10Q: 3 clusters Score -1913680 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1913721.250000 Penalty: 4660.164062
	Iteration 11Q: 3 clusters Score -1913721 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1913749.875000 Penalty: 4660.164062
	Iteration 12Q: 3 clusters Score -1913750 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1913780.500000 Penalty: 4660.164062
	Iteration 13Q: 3 clusters Score -1913780 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1913800.750000 Penalty: 4660.164062
	Iteration 14Q: 3 clusters Score -1913801 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1913826.875000 Penalty: 4660.164062
	Iteration 15Q: 3 clusters Score -1913827 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1913841.000000 Penalty: 4660.164062
	Iteration 16Q: 3 clusters Score -1913841 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1913855.750000 Penalty: 4660.164062
	Iteration 17Q: 3 clusters Score -1913856 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1913876.875000 Penalty: 4660.164062
	Iteration 18Q: 3 clusters Score -1913877 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1913903.375000 Penalty: 4660.164062
	Iteration 19Q: 3 clusters Score -1913903 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1913940.250000 Penalty: 4660.164062
	Iteration 20F: 3 clusters Score -1913940 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1913981.875000 Penalty: 4660.164062
	Iteration 21Q: 3 clusters Score -1913982 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1914018.000000 Penalty: 4660.164062
	Iteration 22Q: 3 clusters Score -1914018 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1914061.250000 Penalty: 4660.164062
	Iteration 23Q: 3 clusters Score -1914061 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1914095.625000 Penalty: 4660.164062
	Iteration 24Q: 3 clusters Score -1914096 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1914119.625000 Penalty: 4660.164062
	Iteration 25Q: 3 clusters Score -1914120 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1914152.250000 Penalty: 4660.164062
	Iteration 26Q: 3 clusters Score -1914152 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1914192.375000 Penalty: 4660.164062
	Iteration 27Q: 3 clusters Score -1914192 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1914231.625000 Penalty: 4660.164062
	Iteration 28Q: 3 clusters Score -1914232 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1914265.625000 Penalty: 4660.164062
	Iteration 29Q: 3 clusters Score -1914266 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1914318.000000 Penalty: 4660.164062
	Iteration 30Q: 3 clusters Score -1914318 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1914363.500000 Penalty: 4660.164062
	Iteration 31Q: 3 clusters Score -1914364 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1914405.875000 Penalty: 4660.164062
	Iteration 32Q: 3 clusters Score -1914406 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1914458.125000 Penalty: 4660.164062
	Iteration 33Q: 3 clusters Score -1914458 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1914521.375000 Penalty: 4660.164062
	Iteration 34Q: 3 clusters Score -1914521 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1914577.375000 Penalty: 4660.164062
	Iteration 35Q: 3 clusters Score -1914577 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1914639.125000 Penalty: 4660.164062
	Iteration 36Q: 3 clusters Score -1914639 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1914707.750000 Penalty: 4660.164062
	Iteration 37Q: 3 clusters Score -1914708 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1914763.250000 Penalty: 4660.164062
	Iteration 38Q: 3 clusters Score -1914763 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1914829.875000 Penalty: 4660.164062
	Iteration 39Q: 3 clusters Score -1914830 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1914880.250000 Penalty: 4660.164062
	Iteration 40F: 3 clusters Score -1914880 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1914933.125000 Penalty: 4660.164062
	Iteration 41Q: 3 clusters Score -1914933 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1914974.875000 Penalty: 4660.164062
	Iteration 42Q: 3 clusters Score -1914975 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1915028.000000 Penalty: 4660.164062
	Iteration 43Q: 3 clusters Score -1915028 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1915068.250000 Penalty: 4660.164062
	Iteration 44Q: 3 clusters Score -1915068 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1915101.250000 Penalty: 4660.164062
	Iteration 45Q: 3 clusters Score -1915101 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1915129.500000 Penalty: 4660.164062
	Iteration 46Q: 3 clusters Score -1915130 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1915157.625000 Penalty: 4660.164062
	Iteration 47Q: 3 clusters Score -1915158 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1915186.500000 Penalty: 4660.164062
	Iteration 48Q: 3 clusters Score -1915186 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1915200.750000 Penalty: 4660.164062
	Iteration 49Q: 3 clusters Score -1915201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1915222.750000 Penalty: 4660.164062
	Iteration 50Q: 3 clusters Score -1915223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1915231.000000 Penalty: 4660.164062
	Iteration 51Q: 3 clusters Score -1915231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1915236.750000 Penalty: 4660.164062
	Iteration 52Q: 3 clusters Score -1915237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1915250.375000 Penalty: 4660.164062
	Iteration 53Q: 3 clusters Score -1915250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1915259.000000 Penalty: 4660.164062
	Iteration 54Q: 3 clusters Score -1915259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1915266.125000 Penalty: 4660.164062
	Iteration 55Q: 3 clusters Score -1915266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1915269.625000 Penalty: 4660.164062
	Iteration 56Q: 3 clusters Score -1915270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1915274.000000 Penalty: 4660.164062
	Iteration 57Q: 3 clusters Score -1915274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1915277.250000 Penalty: 4660.164062
	Iteration 58Q: 3 clusters Score -1915277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1915285.250000 Penalty: 4660.164062
	Iteration 59Q: 3 clusters Score -1915285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1915284.375000 Penalty: 4660.164062
	Iteration 60F: 3 clusters Score -1915284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1915288.000000 Penalty: 4660.164062
	Iteration 61Q: 3 clusters Score -1915288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1915290.500000 Penalty: 4660.164062
	Iteration 62Q: 3 clusters Score -1915290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1915291.875000 Penalty: 4660.164062
	Iteration 63Q: 3 clusters Score -1915292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1915291.875000 Penalty: 4660.164062
	Iteration 64F: 3 clusters Score -1915292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Entering Unmasked Estep 
Score: -617577.750000 Penalty: 2035.164917
	Iteration 0F: 2 clusters Score -617577.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -613936.812500 Penalty: 4070.329834
	Iteration 0F: 3 clusters Score -613936.8 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -614703.125000 Penalty: 4070.329834
	Iteration 1F: 3 clusters Score -614703.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -614896.750000 Penalty: 4070.329834
	Iteration 2F: 3 clusters Score -614896.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -615010.125000 Penalty: 4070.329834
	Iteration 3F: 3 clusters Score -615010.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -615085.625000 Penalty: 4070.329834
	Iteration 4Q: 3 clusters Score -615085.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -615130.625000 Penalty: 4070.329834
	Iteration 5Q: 3 clusters Score -615130.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -615156.500000 Penalty: 4070.329834
	Iteration 6Q: 3 clusters Score -615156.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -615173.437500 Penalty: 4070.329834
	Iteration 7Q: 3 clusters Score -615173.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -615185.875000 Penalty: 4070.329834
	Iteration 8Q: 3 clusters Score -615185.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -615201.125000 Penalty: 4070.329834
	Iteration 9Q: 3 clusters Score -615201.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -615212.875000 Penalty: 4070.329834
	Iteration 10Q: 3 clusters Score -615212.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -615226.875000 Penalty: 4070.329834
	Iteration 11Q: 3 clusters Score -615226.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -615243.687500 Penalty: 4070.329834
	Iteration 12Q: 3 clusters Score -615243.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -615267.312500 Penalty: 4070.329834
	Iteration 13Q: 3 clusters Score -615267.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -615297.000000 Penalty: 4070.329834
	Iteration 14Q: 3 clusters Score -615297 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -615322.812500 Penalty: 4070.329834
	Iteration 15Q: 3 clusters Score -615322.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -615371.625000 Penalty: 4070.329834
	Iteration 16Q: 3 clusters Score -615371.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -615432.312500 Penalty: 4070.329834
	Iteration 17Q: 3 clusters Score -615432.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -615512.875000 Penalty: 4070.329834
	Iteration 18Q: 3 clusters Score -615512.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -615619.125000 Penalty: 4070.329834
	Iteration 19Q: 3 clusters Score -615619.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -615758.625000 Penalty: 4070.329834
	Iteration 20F: 3 clusters Score -615758.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -615889.750000 Penalty: 4070.329834
	Iteration 21Q: 3 clusters Score -615889.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -616054.500000 Penalty: 4070.329834
	Iteration 22Q: 3 clusters Score -616054.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -616190.375000 Penalty: 4070.329834
	Iteration 23Q: 3 clusters Score -616190.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -616294.187500 Penalty: 4070.329834
	Iteration 24Q: 3 clusters Score -616294.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -616371.375000 Penalty: 4070.329834
	Iteration 25Q: 3 clusters Score -616371.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -616441.062500 Penalty: 4070.329834
	Iteration 26Q: 3 clusters Score -616441.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -616484.750000 Penalty: 4070.329834
	Iteration 27Q: 3 clusters Score -616484.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -616513.125000 Penalty: 4070.329834
	Iteration 28Q: 3 clusters Score -616513.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -616542.062500 Penalty: 4070.329834
	Iteration 29Q: 3 clusters Score -616542.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -616568.062500 Penalty: 4070.329834
	Iteration 30Q: 3 clusters Score -616568.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -616593.125000 Penalty: 4070.329834
	Iteration 31Q: 3 clusters Score -616593.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -616613.625000 Penalty: 4070.329834
	Iteration 32Q: 3 clusters Score -616613.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -616626.375000 Penalty: 4070.329834
	Iteration 33Q: 3 clusters Score -616626.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -616632.125000 Penalty: 4070.329834
	Iteration 34Q: 3 clusters Score -616632.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -616639.937500 Penalty: 4070.329834
	Iteration 35Q: 3 clusters Score -616639.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -616643.000000 Penalty: 4070.329834
	Iteration 36Q: 3 clusters Score -616643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -616643.437500 Penalty: 4070.329834
	Iteration 37Q: 3 clusters Score -616643.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -616644.500000 Penalty: 4070.329834
	Iteration 38Q: 3 clusters Score -616644.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -616644.500000 Penalty: 4070.329834
	Iteration 39F: 3 clusters Score -616644.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Entering Unmasked Estep 
Score: -2119729.250000 Penalty: 2353.092285
	Iteration 0F: 2 clusters Score -2119729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2109949.750000 Penalty: 4706.184570
	Iteration 0F: 3 clusters Score -2109950 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2113176.500000 Penalty: 4706.184570
	Iteration 1F: 3 clusters Score -2113176 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2113656.250000 Penalty: 4706.184570
	Iteration 2F: 3 clusters Score -2113656 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2114088.750000 Penalty: 4706.184570
	Iteration 3F: 3 clusters Score -2114089 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2114550.250000 Penalty: 4706.184570
	Iteration 4F: 3 clusters Score -2114550 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2115052.000000 Penalty: 4706.184570
	Iteration 5F: 3 clusters Score -2115052 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2115518.750000 Penalty: 4706.184570
	Iteration 6F: 3 clusters Score -2115519 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2115919.750000 Penalty: 4706.184570
	Iteration 7Q: 3 clusters Score -2115920 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2116233.750000 Penalty: 4706.184570
	Iteration 8Q: 3 clusters Score -2116234 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2116483.500000 Penalty: 4706.184570
	Iteration 9Q: 3 clusters Score -2116484 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2116690.000000 Penalty: 4706.184570
	Iteration 10Q: 3 clusters Score -2116690 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2116878.250000 Penalty: 4706.184570
	Iteration 11Q: 3 clusters Score -2116878 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2117011.750000 Penalty: 4706.184570
	Iteration 12Q: 3 clusters Score -2117012 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2117109.000000 Penalty: 4706.184570
	Iteration 13Q: 3 clusters Score -2117109 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2117160.750000 Penalty: 4706.184570
	Iteration 14Q: 3 clusters Score -2117161 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2117200.500000 Penalty: 4706.184570
	Iteration 15Q: 3 clusters Score -2117200 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2117231.250000 Penalty: 4706.184570
	Iteration 16Q: 3 clusters Score -2117231 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2117248.000000 Penalty: 4706.184570
	Iteration 17Q: 3 clusters Score -2117248 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2117264.500000 Penalty: 4706.184570
	Iteration 18Q: 3 clusters Score -2117264 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2117277.250000 Penalty: 4706.184570
	Iteration 19Q: 3 clusters Score -2117277 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2117291.000000 Penalty: 4706.184570
	Iteration 20F: 3 clusters Score -2117291 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2117305.500000 Penalty: 4706.184570
	Iteration 21Q: 3 clusters Score -2117306 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2117314.500000 Penalty: 4706.184570
	Iteration 22Q: 3 clusters Score -2117314 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2117326.500000 Penalty: 4706.184570
	Iteration 23Q: 3 clusters Score -2117326 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2117339.250000 Penalty: 4706.184570
	Iteration 24Q: 3 clusters Score -2117339 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2117343.250000 Penalty: 4706.184570
	Iteration 25Q: 3 clusters Score -2117343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2117345.500000 Penalty: 4706.184570
	Iteration 26Q: 3 clusters Score -2117346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2117349.500000 Penalty: 4706.184570
	Iteration 27Q: 3 clusters Score -2117350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2117359.250000 Penalty: 4706.184570
	Iteration 28Q: 3 clusters Score -2117359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2117364.750000 Penalty: 4706.184570
	Iteration 29Q: 3 clusters Score -2117365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2117376.750000 Penalty: 4706.184570
	Iteration 30Q: 3 clusters Score -2117377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2117375.000000 Penalty: 4706.184570
	Iteration 31Q: 3 clusters Score -2117375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2117380.750000 Penalty: 4706.184570
	Iteration 32Q: 3 clusters Score -2117381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2117384.500000 Penalty: 4706.184570
	Iteration 33Q: 3 clusters Score -2117384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2117385.750000 Penalty: 4706.184570
	Iteration 34Q: 3 clusters Score -2117386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2117391.500000 Penalty: 4706.184570
	Iteration 35Q: 3 clusters Score -2117392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2117396.750000 Penalty: 4706.184570
	Iteration 36Q: 3 clusters Score -2117397 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2117403.250000 Penalty: 4706.184570
	Iteration 37Q: 3 clusters Score -2117403 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2117408.750000 Penalty: 4706.184570
	Iteration 38Q: 3 clusters Score -2117409 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2117415.500000 Penalty: 4706.184570
	Iteration 39Q: 3 clusters Score -2117416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2117415.500000 Penalty: 4706.184570
	Iteration 40F: 3 clusters Score -2117416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2117419.000000 Penalty: 4706.184570
	Iteration 41Q: 3 clusters Score -2117419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2117429.250000 Penalty: 4706.184570
	Iteration 42Q: 3 clusters Score -2117429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2117423.750000 Penalty: 4706.184570
	Iteration 43Q: 3 clusters Score -2117424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2117434.250000 Penalty: 4706.184570
	Iteration 44Q: 3 clusters Score -2117434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2117432.250000 Penalty: 4706.184570
	Iteration 45Q: 3 clusters Score -2117432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2117433.250000 Penalty: 4706.184570
	Iteration 46Q: 3 clusters Score -2117433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2117436.500000 Penalty: 4706.184570
	Iteration 47Q: 3 clusters Score -2117436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2117444.000000 Penalty: 4706.184570
	Iteration 48Q: 3 clusters Score -2117444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2117444.000000 Penalty: 4706.184570
	Iteration 49Q: 3 clusters Score -2117444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2117444.250000 Penalty: 4706.184570
	Iteration 50Q: 3 clusters Score -2117444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2117447.250000 Penalty: 4706.184570
	Iteration 51Q: 3 clusters Score -2117447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2117446.750000 Penalty: 4706.184570
	Iteration 52Q: 3 clusters Score -2117447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2117449.000000 Penalty: 4706.184570
	Iteration 53Q: 3 clusters Score -2117449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2117452.000000 Penalty: 4706.184570
	Iteration 54Q: 3 clusters Score -2117452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2117451.500000 Penalty: 4706.184570
	Iteration 55Q: 3 clusters Score -2117452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2117456.750000 Penalty: 4706.184570
	Iteration 56Q: 3 clusters Score -2117457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2117459.000000 Penalty: 4706.184570
	Iteration 57Q: 3 clusters Score -2117459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2117458.750000 Penalty: 4706.184570
	Iteration 58Q: 3 clusters Score -2117459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2117458.250000 Penalty: 4706.184570
	Iteration 59Q: 3 clusters Score -2117458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2117455.750000 Penalty: 4706.184570
	Iteration 60F: 3 clusters Score -2117456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2117464.750000 Penalty: 4706.184570
	Iteration 61Q: 3 clusters Score -2117465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2117467.750000 Penalty: 4706.184570
	Iteration 62Q: 3 clusters Score -2117468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2117465.750000 Penalty: 4706.184570
	Iteration 63Q: 3 clusters Score -2117466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2117474.250000 Penalty: 4706.184570
	Iteration 64Q: 3 clusters Score -2117474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2117474.000000 Penalty: 4706.184570
	Iteration 65Q: 3 clusters Score -2117474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2117471.250000 Penalty: 4706.184570
	Iteration 66Q: 3 clusters Score -2117471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2117476.000000 Penalty: 4706.184570
	Iteration 67Q: 3 clusters Score -2117476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2117480.250000 Penalty: 4706.184570
	Iteration 68Q: 3 clusters Score -2117480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2117487.000000 Penalty: 4706.184570
	Iteration 69Q: 3 clusters Score -2117487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2117491.500000 Penalty: 4706.184570
	Iteration 70Q: 3 clusters Score -2117492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2117491.000000 Penalty: 4706.184570
	Iteration 71Q: 3 clusters Score -2117491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2117493.500000 Penalty: 4706.184570
	Iteration 72Q: 3 clusters Score -2117494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2117500.000000 Penalty: 4706.184570
	Iteration 73Q: 3 clusters Score -2117500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2117498.750000 Penalty: 4706.184570
	Iteration 74Q: 3 clusters Score -2117499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2117496.750000 Penalty: 4706.184570
	Iteration 75Q: 3 clusters Score -2117497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2117498.000000 Penalty: 4706.184570
	Iteration 76Q: 3 clusters Score -2117498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2117500.750000 Penalty: 4706.184570
	Iteration 77Q: 3 clusters Score -2117501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2117504.250000 Penalty: 4706.184570
	Iteration 78Q: 3 clusters Score -2117504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2117505.500000 Penalty: 4706.184570
	Iteration 79Q: 3 clusters Score -2117506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2117505.250000 Penalty: 4706.184570
	Iteration 80F: 3 clusters Score -2117505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2117503.500000 Penalty: 4706.184570
	Iteration 81Q: 3 clusters Score -2117504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2117506.750000 Penalty: 4706.184570
	Iteration 82Q: 3 clusters Score -2117507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2117508.000000 Penalty: 4706.184570
	Iteration 83Q: 3 clusters Score -2117508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2117509.000000 Penalty: 4706.184570
	Iteration 84Q: 3 clusters Score -2117509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2117513.250000 Penalty: 4706.184570
	Iteration 85Q: 3 clusters Score -2117513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2117511.750000 Penalty: 4706.184570
	Iteration 86Q: 3 clusters Score -2117512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2117511.750000 Penalty: 4706.184570
	Iteration 87Q: 3 clusters Score -2117512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2117511.500000 Penalty: 4706.184570
	Iteration 88Q: 3 clusters Score -2117512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2117513.750000 Penalty: 4706.184570
	Iteration 89Q: 3 clusters Score -2117514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2117514.750000 Penalty: 4706.184570
	Iteration 90Q: 3 clusters Score -2117515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2117518.000000 Penalty: 4706.184570
	Iteration 91Q: 3 clusters Score -2117518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2117518.000000 Penalty: 4706.184570
	Iteration 92Q: 3 clusters Score -2117518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2117518.000000 Penalty: 4706.184570
	Iteration 93F: 3 clusters Score -2117518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Entering Unmasked Estep 
Score: -2335890.500000 Penalty: 2364.400146
	Iteration 0F: 2 clusters Score -2335890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2325764.000000 Penalty: 4728.800293
	Iteration 0F: 3 clusters Score -2325764 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2329032.000000 Penalty: 4728.800293
	Iteration 1F: 3 clusters Score -2329032 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2329475.000000 Penalty: 4728.800293
	Iteration 2F: 3 clusters Score -2329475 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2329902.250000 Penalty: 4728.800293
	Iteration 3F: 3 clusters Score -2329902 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2330363.750000 Penalty: 4728.800293
	Iteration 4F: 3 clusters Score -2330364 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2330804.750000 Penalty: 4728.800293
	Iteration 5F: 3 clusters Score -2330805 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2331288.250000 Penalty: 4728.800293
	Iteration 6F: 3 clusters Score -2331288 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2331812.750000 Penalty: 4728.800293
	Iteration 7F: 3 clusters Score -2331813 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2332362.750000 Penalty: 4728.800293
	Iteration 8F: 3 clusters Score -2332363 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2332792.500000 Penalty: 4728.800293
	Iteration 9Q: 3 clusters Score -2332792 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2333120.250000 Penalty: 4728.800293
	Iteration 10Q: 3 clusters Score -2333120 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2333335.500000 Penalty: 4728.800293
	Iteration 11Q: 3 clusters Score -2333336 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2333467.000000 Penalty: 4728.800293
	Iteration 12Q: 3 clusters Score -2333467 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2333572.750000 Penalty: 4728.800293
	Iteration 13Q: 3 clusters Score -2333573 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2333655.250000 Penalty: 4728.800293
	Iteration 14Q: 3 clusters Score -2333655 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2333714.750000 Penalty: 4728.800293
	Iteration 15Q: 3 clusters Score -2333715 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2333744.000000 Penalty: 4728.800293
	Iteration 16Q: 3 clusters Score -2333744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2333779.750000 Penalty: 4728.800293
	Iteration 17Q: 3 clusters Score -2333780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2333800.500000 Penalty: 4728.800293
	Iteration 18Q: 3 clusters Score -2333800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2333823.250000 Penalty: 4728.800293
	Iteration 19Q: 3 clusters Score -2333823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2333827.000000 Penalty: 4728.800293
	Iteration 20F: 3 clusters Score -2333827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2333830.500000 Penalty: 4728.800293
	Iteration 21Q: 3 clusters Score -2333830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2333836.750000 Penalty: 4728.800293
	Iteration 22Q: 3 clusters Score -2333837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2333844.750000 Penalty: 4728.800293
	Iteration 23Q: 3 clusters Score -2333845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2333847.000000 Penalty: 4728.800293
	Iteration 24Q: 3 clusters Score -2333847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2333850.000000 Penalty: 4728.800293
	Iteration 25Q: 3 clusters Score -2333850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2333849.000000 Penalty: 4728.800293
	Iteration 26Q: 3 clusters Score -2333849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2333854.750000 Penalty: 4728.800293
	Iteration 27Q: 3 clusters Score -2333855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2333855.500000 Penalty: 4728.800293
	Iteration 28Q: 3 clusters Score -2333856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2333855.500000 Penalty: 4728.800293
	Iteration 29Q: 3 clusters Score -2333856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2333866.500000 Penalty: 4728.800293
	Iteration 30Q: 3 clusters Score -2333866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2333869.500000 Penalty: 4728.800293
	Iteration 31Q: 3 clusters Score -2333870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2333871.500000 Penalty: 4728.800293
	Iteration 32Q: 3 clusters Score -2333872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2333873.750000 Penalty: 4728.800293
	Iteration 33Q: 3 clusters Score -2333874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2333880.000000 Penalty: 4728.800293
	Iteration 34Q: 3 clusters Score -2333880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2333883.500000 Penalty: 4728.800293
	Iteration 35Q: 3 clusters Score -2333884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2333888.000000 Penalty: 4728.800293
	Iteration 36Q: 3 clusters Score -2333888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2333892.250000 Penalty: 4728.800293
	Iteration 37Q: 3 clusters Score -2333892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2333893.500000 Penalty: 4728.800293
	Iteration 38Q: 3 clusters Score -2333894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2333896.500000 Penalty: 4728.800293
	Iteration 39Q: 3 clusters Score -2333896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2333896.000000 Penalty: 4728.800293
	Iteration 40F: 3 clusters Score -2333896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2333898.250000 Penalty: 4728.800293
	Iteration 41Q: 3 clusters Score -2333898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2333908.000000 Penalty: 4728.800293
	Iteration 42Q: 3 clusters Score -2333908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2333907.000000 Penalty: 4728.800293
	Iteration 43Q: 3 clusters Score -2333907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2333910.750000 Penalty: 4728.800293
	Iteration 44Q: 3 clusters Score -2333911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2333920.750000 Penalty: 4728.800293
	Iteration 45Q: 3 clusters Score -2333921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2333920.500000 Penalty: 4728.800293
	Iteration 46Q: 3 clusters Score -2333920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2333922.750000 Penalty: 4728.800293
	Iteration 47Q: 3 clusters Score -2333923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2333922.750000 Penalty: 4728.800293
	Iteration 48F: 3 clusters Score -2333923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -46702.746094 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -46702.75 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 163 members 
Entering Unmasked Estep 
Score: -45422.230469 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -45422.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45542.445312 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -45542.45 nChanged 8
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: -45579.316406 Penalty: 2861.087158
	Iteration 2Q: 3 clusters Score -45579.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -45603.507812 Penalty: 2861.087158
	Iteration 3Q: 3 clusters Score -45603.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45636.070312 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -45636.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -45644.351562 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -45644.35 nChanged 1
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: -45646.078125 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -45646.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45650.386719 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -45650.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -45667.609375 Penalty: 2861.087158
	Iteration 8Q: 3 clusters Score -45667.61 nChanged 3
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: -45681.558594 Penalty: 2861.087158
	Iteration 9Q: 3 clusters Score -45681.56 nChanged 1
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: -45682.152344 Penalty: 2861.087158
	Iteration 10Q: 3 clusters Score -45682.15 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: -45682.152344 Penalty: 2861.087158
	Iteration 11F: 3 clusters Score -45682.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -198379.062500 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -198379.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -196289.234375 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -196289.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -196616.750000 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -196616.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -196699.968750 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -196700 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -196739.609375 Penalty: 3514.606934
	Iteration 3Q: 3 clusters Score -196739.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -196789.859375 Penalty: 3514.606934
	Iteration 4Q: 3 clusters Score -196789.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -196813.515625 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -196813.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -196833.171875 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -196833.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -196848.078125 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -196848.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -196863.515625 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -196863.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -196877.906250 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -196877.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -196891.562500 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -196891.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -196898.156250 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -196898.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -196900.125000 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -196900.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -196900.125000 Penalty: 3514.606934
	Iteration 13F: 3 clusters Score -196900.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Entering Unmasked Estep 
Score: -1036880.750000 Penalty: 2166.210938
	Iteration 0F: 2 clusters Score -1036881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1031560.312500 Penalty: 4332.421875
	Iteration 0F: 3 clusters Score -1031560 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1033024.187500 Penalty: 4332.421875
	Iteration 1F: 3 clusters Score -1033024 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1033585.500000 Penalty: 4332.421875
	Iteration 2F: 3 clusters Score -1033586 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1034307.937500 Penalty: 4332.421875
	Iteration 3F: 3 clusters Score -1034308 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1035067.437500 Penalty: 4332.421875
	Iteration 4F: 3 clusters Score -1035067 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1035582.812500 Penalty: 4332.421875
	Iteration 5F: 3 clusters Score -1035583 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1035868.187500 Penalty: 4332.421875
	Iteration 6F: 3 clusters Score -1035868 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1035984.937500 Penalty: 4332.421875
	Iteration 7Q: 3 clusters Score -1035985 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1036045.687500 Penalty: 4332.421875
	Iteration 8Q: 3 clusters Score -1036046 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1036083.000000 Penalty: 4332.421875
	Iteration 9Q: 3 clusters Score -1036083 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1036110.812500 Penalty: 4332.421875
	Iteration 10Q: 3 clusters Score -1036111 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1036121.312500 Penalty: 4332.421875
	Iteration 11Q: 3 clusters Score -1036121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1036130.937500 Penalty: 4332.421875
	Iteration 12Q: 3 clusters Score -1036131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1036135.875000 Penalty: 4332.421875
	Iteration 13Q: 3 clusters Score -1036136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1036138.250000 Penalty: 4332.421875
	Iteration 14Q: 3 clusters Score -1036138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1036140.875000 Penalty: 4332.421875
	Iteration 15Q: 3 clusters Score -1036141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1036143.750000 Penalty: 4332.421875
	Iteration 16Q: 3 clusters Score -1036144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1036145.000000 Penalty: 4332.421875
	Iteration 17Q: 3 clusters Score -1036145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1036148.375000 Penalty: 4332.421875
	Iteration 18Q: 3 clusters Score -1036148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1036149.312500 Penalty: 4332.421875
	Iteration 19Q: 3 clusters Score -1036149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1036150.812500 Penalty: 4332.421875
	Iteration 20F: 3 clusters Score -1036151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1036150.875000 Penalty: 4332.421875
	Iteration 21Q: 3 clusters Score -1036151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1036151.375000 Penalty: 4332.421875
	Iteration 22Q: 3 clusters Score -1036151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1036152.375000 Penalty: 4332.421875
	Iteration 23Q: 3 clusters Score -1036152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1036153.687500 Penalty: 4332.421875
	Iteration 24Q: 3 clusters Score -1036154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1036155.812500 Penalty: 4332.421875
	Iteration 25Q: 3 clusters Score -1036156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1036156.937500 Penalty: 4332.421875
	Iteration 26Q: 3 clusters Score -1036157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1036158.937500 Penalty: 4332.421875
	Iteration 27Q: 3 clusters Score -1036159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1036159.750000 Penalty: 4332.421875
	Iteration 28Q: 3 clusters Score -1036160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1036157.625000 Penalty: 4332.421875
	Iteration 29Q: 3 clusters Score -1036158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1036157.625000 Penalty: 4332.421875
	Iteration 30F: 3 clusters Score -1036158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Entering Unmasked Estep 
Score: -9316254.000000 Penalty: 2706.079102
	Iteration 0F: 2 clusters Score -9316254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -9280232.000000 Penalty: 5412.158203
	Iteration 0F: 3 clusters Score -9280232 nChanged 25244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -9294271.000000 Penalty: 5412.158203
	Iteration 1F: 3 clusters Score -9294271 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -9294991.000000 Penalty: 5412.158203
	Iteration 2Q: 3 clusters Score -9294991 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -9295822.000000 Penalty: 5412.158203
	Iteration 3Q: 3 clusters Score -9295822 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -9296931.000000 Penalty: 5412.158203
	Iteration 4Q: 3 clusters Score -9296931 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -9298713.000000 Penalty: 5412.158203
	Iteration 5F: 3 clusters Score -9298713 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -9301210.000000 Penalty: 5412.158203
	Iteration 6F: 3 clusters Score -9301210 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -9303883.000000 Penalty: 5412.158203
	Iteration 7F: 3 clusters Score -9303883 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -9306191.000000 Penalty: 5412.158203
	Iteration 8F: 3 clusters Score -9306191 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -9308072.000000 Penalty: 5412.158203
	Iteration 9F: 3 clusters Score -9308072 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -9309731.000000 Penalty: 5412.158203
	Iteration 10Q: 3 clusters Score -9309731 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -9310979.000000 Penalty: 5412.158203
	Iteration 11Q: 3 clusters Score -9310979 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -9311932.000000 Penalty: 5412.158203
	Iteration 12Q: 3 clusters Score -9311932 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 52330 members 
Entering Unmasked Estep 
Score: -9312583.000000 Penalty: 5412.158203
	Iteration 13Q: 3 clusters Score -9312583 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -9313019.000000 Penalty: 5412.158203
	Iteration 14Q: 3 clusters Score -9313019 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -9313361.000000 Penalty: 5412.158203
	Iteration 15Q: 3 clusters Score -9313361 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
Score: -9313576.000000 Penalty: 5412.158203
	Iteration 16Q: 3 clusters Score -9313576 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -9313746.000000 Penalty: 5412.158203
	Iteration 17Q: 3 clusters Score -9313746 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -9313841.000000 Penalty: 5412.158203
	Iteration 18Q: 3 clusters Score -9313841 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -9313896.000000 Penalty: 5412.158203
	Iteration 19Q: 3 clusters Score -9313896 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -9313951.000000 Penalty: 5412.158203
	Iteration 20F: 3 clusters Score -9313951 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -9313991.000000 Penalty: 5412.158203
	Iteration 21Q: 3 clusters Score -9313991 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 54108 members 
Entering Unmasked Estep 
Score: -9314001.000000 Penalty: 5412.158203
	Iteration 22Q: 3 clusters Score -9314001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -9314026.000000 Penalty: 5412.158203
	Iteration 23Q: 3 clusters Score -9314026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 54147 members 
Entering Unmasked Estep 
Score: -9314046.000000 Penalty: 5412.158203
	Iteration 24Q: 3 clusters Score -9314046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 54155 members 
Entering Unmasked Estep 
Score: -9314047.000000 Penalty: 5412.158203
	Iteration 25Q: 3 clusters Score -9314047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 54160 members 
Entering Unmasked Estep 
Score: -9314056.000000 Penalty: 5412.158203
	Iteration 26Q: 3 clusters Score -9314056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -9314064.000000 Penalty: 5412.158203
	Iteration 27Q: 3 clusters Score -9314064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 54160 members 
Entering Unmasked Estep 
Score: -9314067.000000 Penalty: 5412.158203
	Iteration 28Q: 3 clusters Score -9314067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 54163 members 
Entering Unmasked Estep 
Score: -9314067.000000 Penalty: 5412.158203
	Iteration 29Q: 3 clusters Score -9314067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -9314070.000000 Penalty: 5412.158203
	Iteration 30Q: 3 clusters Score -9314070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -9314068.000000 Penalty: 5412.158203
	Iteration 31Q: 3 clusters Score -9314068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -9314071.000000 Penalty: 5412.158203
	Iteration 32Q: 3 clusters Score -9314071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -9314063.000000 Penalty: 5412.158203
	Iteration 33Q: 3 clusters Score -9314063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -9314063.000000 Penalty: 5412.158203
	Iteration 34Q: 3 clusters Score -9314063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -9314058.000000 Penalty: 5412.158203
	Iteration 35Q: 3 clusters Score -9314058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -9314053.000000 Penalty: 5412.158203
	Iteration 36Q: 3 clusters Score -9314053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -9314063.000000 Penalty: 5412.158203
	Iteration 37Q: 3 clusters Score -9314063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -9314075.000000 Penalty: 5412.158203
	Iteration 38Q: 3 clusters Score -9314075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -9314076.000000 Penalty: 5412.158203
	Iteration 39Q: 3 clusters Score -9314076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -9314088.000000 Penalty: 5412.158203
	Iteration 40F: 3 clusters Score -9314088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -9314100.000000 Penalty: 5412.158203
	Iteration 41Q: 3 clusters Score -9314100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -9314103.000000 Penalty: 5412.158203
	Iteration 42Q: 3 clusters Score -9314103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -9314109.000000 Penalty: 5412.158203
	Iteration 43Q: 3 clusters Score -9314109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -9314109.000000 Penalty: 5412.158203
	Iteration 44Q: 3 clusters Score -9314109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 54210 members 
Entering Unmasked Estep 
Score: -9314112.000000 Penalty: 5412.158203
	Iteration 45Q: 3 clusters Score -9314112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -9314104.000000 Penalty: 5412.158203
	Iteration 46Q: 3 clusters Score -9314104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -9314112.000000 Penalty: 5412.158203
	Iteration 47Q: 3 clusters Score -9314112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -9314121.000000 Penalty: 5412.158203
	Iteration 48Q: 3 clusters Score -9314121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 54225 members 
Entering Unmasked Estep 
Score: -9314129.000000 Penalty: 5412.158203
	Iteration 49Q: 3 clusters Score -9314129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -9314121.000000 Penalty: 5412.158203
	Iteration 50Q: 3 clusters Score -9314121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -9314140.000000 Penalty: 5412.158203
	Iteration 51Q: 3 clusters Score -9314140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
Score: -9314137.000000 Penalty: 5412.158203
	Iteration 52Q: 3 clusters Score -9314137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
Score: -9314137.000000 Penalty: 5412.158203
	Iteration 53F: 3 clusters Score -9314137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Entering Unmasked Estep 
Score: -1893888.625000 Penalty: 2310.179688
	Iteration 0F: 2 clusters Score -1893889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1885486.875000 Penalty: 4620.359375
	Iteration 0F: 3 clusters Score -1885487 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1888002.375000 Penalty: 4620.359375
	Iteration 1F: 3 clusters Score -1888002 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1888331.625000 Penalty: 4620.359375
	Iteration 2F: 3 clusters Score -1888332 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1888586.875000 Penalty: 4620.359375
	Iteration 3F: 3 clusters Score -1888587 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1888788.625000 Penalty: 4620.359375
	Iteration 4Q: 3 clusters Score -1888789 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1888967.625000 Penalty: 4620.359375
	Iteration 5Q: 3 clusters Score -1888968 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1889119.750000 Penalty: 4620.359375
	Iteration 6Q: 3 clusters Score -1889120 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1889267.500000 Penalty: 4620.359375
	Iteration 7Q: 3 clusters Score -1889268 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1889408.500000 Penalty: 4620.359375
	Iteration 8Q: 3 clusters Score -1889408 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1889560.000000 Penalty: 4620.359375
	Iteration 9Q: 3 clusters Score -1889560 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1889700.375000 Penalty: 4620.359375
	Iteration 10Q: 3 clusters Score -1889700 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1889849.750000 Penalty: 4620.359375
	Iteration 11Q: 3 clusters Score -1889850 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1889961.125000 Penalty: 4620.359375
	Iteration 12Q: 3 clusters Score -1889961 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1890066.625000 Penalty: 4620.359375
	Iteration 13Q: 3 clusters Score -1890067 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1890159.625000 Penalty: 4620.359375
	Iteration 14Q: 3 clusters Score -1890160 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1890235.750000 Penalty: 4620.359375
	Iteration 15Q: 3 clusters Score -1890236 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1890292.250000 Penalty: 4620.359375
	Iteration 16Q: 3 clusters Score -1890292 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1890348.625000 Penalty: 4620.359375
	Iteration 17Q: 3 clusters Score -1890349 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1890385.750000 Penalty: 4620.359375
	Iteration 18Q: 3 clusters Score -1890386 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1890424.375000 Penalty: 4620.359375
	Iteration 19Q: 3 clusters Score -1890424 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1890463.750000 Penalty: 4620.359375
	Iteration 20F: 3 clusters Score -1890464 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1890502.250000 Penalty: 4620.359375
	Iteration 21Q: 3 clusters Score -1890502 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1890524.000000 Penalty: 4620.359375
	Iteration 22Q: 3 clusters Score -1890524 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1890547.625000 Penalty: 4620.359375
	Iteration 23Q: 3 clusters Score -1890548 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1890582.500000 Penalty: 4620.359375
	Iteration 24Q: 3 clusters Score -1890582 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1890605.625000 Penalty: 4620.359375
	Iteration 25Q: 3 clusters Score -1890606 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1890634.375000 Penalty: 4620.359375
	Iteration 26Q: 3 clusters Score -1890634 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1890665.875000 Penalty: 4620.359375
	Iteration 27Q: 3 clusters Score -1890666 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1890705.125000 Penalty: 4620.359375
	Iteration 28Q: 3 clusters Score -1890705 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1890734.875000 Penalty: 4620.359375
	Iteration 29Q: 3 clusters Score -1890735 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1890778.250000 Penalty: 4620.359375
	Iteration 30Q: 3 clusters Score -1890778 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1890820.500000 Penalty: 4620.359375
	Iteration 31Q: 3 clusters Score -1890820 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1890858.875000 Penalty: 4620.359375
	Iteration 32Q: 3 clusters Score -1890859 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1890903.750000 Penalty: 4620.359375
	Iteration 33Q: 3 clusters Score -1890904 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1890945.625000 Penalty: 4620.359375
	Iteration 34Q: 3 clusters Score -1890946 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1890977.125000 Penalty: 4620.359375
	Iteration 35Q: 3 clusters Score -1890977 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1891006.375000 Penalty: 4620.359375
	Iteration 36Q: 3 clusters Score -1891006 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1891019.125000 Penalty: 4620.359375
	Iteration 37Q: 3 clusters Score -1891019 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1891030.750000 Penalty: 4620.359375
	Iteration 38Q: 3 clusters Score -1891031 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1891043.875000 Penalty: 4620.359375
	Iteration 39Q: 3 clusters Score -1891044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1891055.875000 Penalty: 4620.359375
	Iteration 40F: 3 clusters Score -1891056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1891064.875000 Penalty: 4620.359375
	Iteration 41Q: 3 clusters Score -1891065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1891075.875000 Penalty: 4620.359375
	Iteration 42Q: 3 clusters Score -1891076 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1891092.750000 Penalty: 4620.359375
	Iteration 43Q: 3 clusters Score -1891093 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1891112.750000 Penalty: 4620.359375
	Iteration 44Q: 3 clusters Score -1891113 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1891121.500000 Penalty: 4620.359375
	Iteration 45Q: 3 clusters Score -1891122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1891141.375000 Penalty: 4620.359375
	Iteration 46Q: 3 clusters Score -1891141 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1891158.250000 Penalty: 4620.359375
	Iteration 47Q: 3 clusters Score -1891158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1891165.625000 Penalty: 4620.359375
	Iteration 48Q: 3 clusters Score -1891166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1891172.875000 Penalty: 4620.359375
	Iteration 49Q: 3 clusters Score -1891173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1891182.000000 Penalty: 4620.359375
	Iteration 50Q: 3 clusters Score -1891182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1891188.750000 Penalty: 4620.359375
	Iteration 51Q: 3 clusters Score -1891189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1891198.375000 Penalty: 4620.359375
	Iteration 52Q: 3 clusters Score -1891198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1891204.125000 Penalty: 4620.359375
	Iteration 53Q: 3 clusters Score -1891204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1891215.000000 Penalty: 4620.359375
	Iteration 54Q: 3 clusters Score -1891215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1891217.000000 Penalty: 4620.359375
	Iteration 55Q: 3 clusters Score -1891217 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1891227.875000 Penalty: 4620.359375
	Iteration 56Q: 3 clusters Score -1891228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1891235.250000 Penalty: 4620.359375
	Iteration 57Q: 3 clusters Score -1891235 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1891244.000000 Penalty: 4620.359375
	Iteration 58Q: 3 clusters Score -1891244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1891253.125000 Penalty: 4620.359375
	Iteration 59Q: 3 clusters Score -1891253 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1891265.500000 Penalty: 4620.359375
	Iteration 60F: 3 clusters Score -1891266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1891274.250000 Penalty: 4620.359375
	Iteration 61Q: 3 clusters Score -1891274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1891280.125000 Penalty: 4620.359375
	Iteration 62Q: 3 clusters Score -1891280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1891287.750000 Penalty: 4620.359375
	Iteration 63Q: 3 clusters Score -1891288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1891294.375000 Penalty: 4620.359375
	Iteration 64Q: 3 clusters Score -1891294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1891302.625000 Penalty: 4620.359375
	Iteration 65Q: 3 clusters Score -1891303 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1891313.000000 Penalty: 4620.359375
	Iteration 66Q: 3 clusters Score -1891313 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1891332.625000 Penalty: 4620.359375
	Iteration 67Q: 3 clusters Score -1891333 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1891345.250000 Penalty: 4620.359375
	Iteration 68Q: 3 clusters Score -1891345 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1891368.875000 Penalty: 4620.359375
	Iteration 69Q: 3 clusters Score -1891369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1891386.875000 Penalty: 4620.359375
	Iteration 70Q: 3 clusters Score -1891387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1891390.375000 Penalty: 4620.359375
	Iteration 71Q: 3 clusters Score -1891390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1891399.750000 Penalty: 4620.359375
	Iteration 72Q: 3 clusters Score -1891400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1891405.250000 Penalty: 4620.359375
	Iteration 73Q: 3 clusters Score -1891405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1891417.250000 Penalty: 4620.359375
	Iteration 74Q: 3 clusters Score -1891417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1891422.125000 Penalty: 4620.359375
	Iteration 75Q: 3 clusters Score -1891422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1891431.250000 Penalty: 4620.359375
	Iteration 76Q: 3 clusters Score -1891431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1891427.625000 Penalty: 4620.359375
	Iteration 77Q: 3 clusters Score -1891428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1891437.375000 Penalty: 4620.359375
	Iteration 78Q: 3 clusters Score -1891437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1891446.125000 Penalty: 4620.359375
	Iteration 79Q: 3 clusters Score -1891446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1891453.875000 Penalty: 4620.359375
	Iteration 80F: 3 clusters Score -1891454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1891457.625000 Penalty: 4620.359375
	Iteration 81Q: 3 clusters Score -1891458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1891460.250000 Penalty: 4620.359375
	Iteration 82Q: 3 clusters Score -1891460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1891461.500000 Penalty: 4620.359375
	Iteration 83Q: 3 clusters Score -1891462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1891464.500000 Penalty: 4620.359375
	Iteration 84Q: 3 clusters Score -1891464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1891468.500000 Penalty: 4620.359375
	Iteration 85Q: 3 clusters Score -1891468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1891473.750000 Penalty: 4620.359375
	Iteration 86Q: 3 clusters Score -1891474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1891477.875000 Penalty: 4620.359375
	Iteration 87Q: 3 clusters Score -1891478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1891480.750000 Penalty: 4620.359375
	Iteration 88Q: 3 clusters Score -1891481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1891481.375000 Penalty: 4620.359375
	Iteration 89Q: 3 clusters Score -1891481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1891484.000000 Penalty: 4620.359375
	Iteration 90Q: 3 clusters Score -1891484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1891488.875000 Penalty: 4620.359375
	Iteration 91Q: 3 clusters Score -1891489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1891490.000000 Penalty: 4620.359375
	Iteration 92Q: 3 clusters Score -1891490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1891486.750000 Penalty: 4620.359375
	Iteration 93Q: 3 clusters Score -1891487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1891489.750000 Penalty: 4620.359375
	Iteration 94Q: 3 clusters Score -1891490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1891496.250000 Penalty: 4620.359375
	Iteration 95Q: 3 clusters Score -1891496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1891497.250000 Penalty: 4620.359375
	Iteration 96Q: 3 clusters Score -1891497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1891501.625000 Penalty: 4620.359375
	Iteration 97Q: 3 clusters Score -1891502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1891501.250000 Penalty: 4620.359375
	Iteration 98Q: 3 clusters Score -1891501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1891507.125000 Penalty: 4620.359375
	Iteration 99Q: 3 clusters Score -1891507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1891514.875000 Penalty: 4620.359375
	Iteration 100F: 3 clusters Score -1891515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1891520.375000 Penalty: 4620.359375
	Iteration 101Q: 3 clusters Score -1891520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1891521.625000 Penalty: 4620.359375
	Iteration 102Q: 3 clusters Score -1891522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1891529.375000 Penalty: 4620.359375
	Iteration 103Q: 3 clusters Score -1891529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1891530.625000 Penalty: 4620.359375
	Iteration 104Q: 3 clusters Score -1891531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1891537.250000 Penalty: 4620.359375
	Iteration 105Q: 3 clusters Score -1891537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1891541.625000 Penalty: 4620.359375
	Iteration 106Q: 3 clusters Score -1891542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1891543.375000 Penalty: 4620.359375
	Iteration 107Q: 3 clusters Score -1891543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1891549.375000 Penalty: 4620.359375
	Iteration 108Q: 3 clusters Score -1891549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1891551.375000 Penalty: 4620.359375
	Iteration 109Q: 3 clusters Score -1891551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1891557.625000 Penalty: 4620.359375
	Iteration 110Q: 3 clusters Score -1891558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1891558.125000 Penalty: 4620.359375
	Iteration 111Q: 3 clusters Score -1891558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1891562.375000 Penalty: 4620.359375
	Iteration 112Q: 3 clusters Score -1891562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1891566.375000 Penalty: 4620.359375
	Iteration 113Q: 3 clusters Score -1891566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1891581.500000 Penalty: 4620.359375
	Iteration 114Q: 3 clusters Score -1891582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1891585.125000 Penalty: 4620.359375
	Iteration 115Q: 3 clusters Score -1891585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1891599.500000 Penalty: 4620.359375
	Iteration 116Q: 3 clusters Score -1891600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1891612.875000 Penalty: 4620.359375
	Iteration 117Q: 3 clusters Score -1891613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1891623.875000 Penalty: 4620.359375
	Iteration 118Q: 3 clusters Score -1891624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1891632.250000 Penalty: 4620.359375
	Iteration 119Q: 3 clusters Score -1891632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1891636.375000 Penalty: 4620.359375
	Iteration 120F: 3 clusters Score -1891636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1891650.750000 Penalty: 4620.359375
	Iteration 121Q: 3 clusters Score -1891651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1891669.250000 Penalty: 4620.359375
	Iteration 122Q: 3 clusters Score -1891669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1891679.500000 Penalty: 4620.359375
	Iteration 123Q: 3 clusters Score -1891680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1891686.125000 Penalty: 4620.359375
	Iteration 124Q: 3 clusters Score -1891686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1891694.625000 Penalty: 4620.359375
	Iteration 125Q: 3 clusters Score -1891695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1891702.125000 Penalty: 4620.359375
	Iteration 126Q: 3 clusters Score -1891702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1891715.375000 Penalty: 4620.359375
	Iteration 127Q: 3 clusters Score -1891715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1891721.000000 Penalty: 4620.359375
	Iteration 128Q: 3 clusters Score -1891721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1891725.250000 Penalty: 4620.359375
	Iteration 129Q: 3 clusters Score -1891725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1891731.125000 Penalty: 4620.359375
	Iteration 130Q: 3 clusters Score -1891731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1891740.250000 Penalty: 4620.359375
	Iteration 131Q: 3 clusters Score -1891740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1891737.875000 Penalty: 4620.359375
	Iteration 132Q: 3 clusters Score -1891738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1891741.750000 Penalty: 4620.359375
	Iteration 133Q: 3 clusters Score -1891742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1891743.000000 Penalty: 4620.359375
	Iteration 134Q: 3 clusters Score -1891743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1891745.625000 Penalty: 4620.359375
	Iteration 135Q: 3 clusters Score -1891746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1891746.625000 Penalty: 4620.359375
	Iteration 136Q: 3 clusters Score -1891747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1891754.625000 Penalty: 4620.359375
	Iteration 137Q: 3 clusters Score -1891755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1891758.000000 Penalty: 4620.359375
	Iteration 138Q: 3 clusters Score -1891758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1891763.375000 Penalty: 4620.359375
	Iteration 139Q: 3 clusters Score -1891763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1891770.500000 Penalty: 4620.359375
	Iteration 140F: 3 clusters Score -1891770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1891772.375000 Penalty: 4620.359375
	Iteration 141Q: 3 clusters Score -1891772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1891775.375000 Penalty: 4620.359375
	Iteration 142Q: 3 clusters Score -1891775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1891782.625000 Penalty: 4620.359375
	Iteration 143Q: 3 clusters Score -1891783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1891782.625000 Penalty: 4620.359375
	Iteration 144Q: 3 clusters Score -1891783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1891786.250000 Penalty: 4620.359375
	Iteration 145Q: 3 clusters Score -1891786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1891784.500000 Penalty: 4620.359375
	Iteration 146Q: 3 clusters Score -1891784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1891788.875000 Penalty: 4620.359375
	Iteration 147Q: 3 clusters Score -1891789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1891787.625000 Penalty: 4620.359375
	Iteration 148Q: 3 clusters Score -1891788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1891787.375000 Penalty: 4620.359375
	Iteration 149Q: 3 clusters Score -1891787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1891789.875000 Penalty: 4620.359375
	Iteration 150Q: 3 clusters Score -1891790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1891793.625000 Penalty: 4620.359375
	Iteration 151Q: 3 clusters Score -1891794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1891796.625000 Penalty: 4620.359375
	Iteration 152Q: 3 clusters Score -1891797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1891799.375000 Penalty: 4620.359375
	Iteration 153Q: 3 clusters Score -1891799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1891804.250000 Penalty: 4620.359375
	Iteration 154Q: 3 clusters Score -1891804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1891803.875000 Penalty: 4620.359375
	Iteration 155Q: 3 clusters Score -1891804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1891806.375000 Penalty: 4620.359375
	Iteration 156Q: 3 clusters Score -1891806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1891810.000000 Penalty: 4620.359375
	Iteration 157Q: 3 clusters Score -1891810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1891808.750000 Penalty: 4620.359375
	Iteration 158Q: 3 clusters Score -1891809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1891808.750000 Penalty: 4620.359375
	Iteration 159F: 3 clusters Score -1891809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70003 members 
Entering Unmasked Estep 
Score: -11669536.000000 Penalty: 2766.760742
	Iteration 0F: 2 clusters Score -1.166954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -11623635.000000 Penalty: 5533.521484
	Iteration 0F: 3 clusters Score -1.162364e+07 nChanged 32731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -11642106.000000 Penalty: 5533.521484
	Iteration 1F: 3 clusters Score -1.164211e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -11642917.000000 Penalty: 5533.521484
	Iteration 2Q: 3 clusters Score -1.164292e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -11643764.000000 Penalty: 5533.521484
	Iteration 3Q: 3 clusters Score -1.164376e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -11644892.000000 Penalty: 5533.521484
	Iteration 4Q: 3 clusters Score -1.164489e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -11646554.000000 Penalty: 5533.521484
	Iteration 5Q: 3 clusters Score -1.164655e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -11648771.000000 Penalty: 5533.521484
	Iteration 6F: 3 clusters Score -1.164877e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -11651597.000000 Penalty: 5533.521484
	Iteration 7F: 3 clusters Score -1.16516e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -11654773.000000 Penalty: 5533.521484
	Iteration 8F: 3 clusters Score -1.165477e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -11657701.000000 Penalty: 5533.521484
	Iteration 9F: 3 clusters Score -1.16577e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -11659742.000000 Penalty: 5533.521484
	Iteration 10F: 3 clusters Score -1.165974e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -11660839.000000 Penalty: 5533.521484
	Iteration 11Q: 3 clusters Score -1.166084e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -11661565.000000 Penalty: 5533.521484
	Iteration 12Q: 3 clusters Score -1.166156e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -11662039.000000 Penalty: 5533.521484
	Iteration 13Q: 3 clusters Score -1.166204e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -11662327.000000 Penalty: 5533.521484
	Iteration 14Q: 3 clusters Score -1.166233e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -11662703.000000 Penalty: 5533.521484
	Iteration 15Q: 3 clusters Score -1.16627e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -11663070.000000 Penalty: 5533.521484
	Iteration 16Q: 3 clusters Score -1.166307e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -11663314.000000 Penalty: 5533.521484
	Iteration 17Q: 3 clusters Score -1.166331e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -11663613.000000 Penalty: 5533.521484
	Iteration 18Q: 3 clusters Score -1.166361e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -11663950.000000 Penalty: 5533.521484
	Iteration 19Q: 3 clusters Score -1.166395e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -11664244.000000 Penalty: 5533.521484
	Iteration 20F: 3 clusters Score -1.166424e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -11664458.000000 Penalty: 5533.521484
	Iteration 21Q: 3 clusters Score -1.166446e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -11664741.000000 Penalty: 5533.521484
	Iteration 22Q: 3 clusters Score -1.166474e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -11665051.000000 Penalty: 5533.521484
	Iteration 23Q: 3 clusters Score -1.166505e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -11665317.000000 Penalty: 5533.521484
	Iteration 24Q: 3 clusters Score -1.166532e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -11665638.000000 Penalty: 5533.521484
	Iteration 25Q: 3 clusters Score -1.166564e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -11665934.000000 Penalty: 5533.521484
	Iteration 26Q: 3 clusters Score -1.166593e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -11666317.000000 Penalty: 5533.521484
	Iteration 27Q: 3 clusters Score -1.166632e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -11666570.000000 Penalty: 5533.521484
	Iteration 28Q: 3 clusters Score -1.166657e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -11666826.000000 Penalty: 5533.521484
	Iteration 29Q: 3 clusters Score -1.166683e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -11666981.000000 Penalty: 5533.521484
	Iteration 30Q: 3 clusters Score -1.166698e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -11667273.000000 Penalty: 5533.521484
	Iteration 31Q: 3 clusters Score -1.166727e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -11667463.000000 Penalty: 5533.521484
	Iteration 32Q: 3 clusters Score -1.166746e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -11667602.000000 Penalty: 5533.521484
	Iteration 33Q: 3 clusters Score -1.16676e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -11667706.000000 Penalty: 5533.521484
	Iteration 34Q: 3 clusters Score -1.166771e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -11667848.000000 Penalty: 5533.521484
	Iteration 35Q: 3 clusters Score -1.166785e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -11667910.000000 Penalty: 5533.521484
	Iteration 36Q: 3 clusters Score -1.166791e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -11668047.000000 Penalty: 5533.521484
	Iteration 37Q: 3 clusters Score -1.166805e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -11668137.000000 Penalty: 5533.521484
	Iteration 38Q: 3 clusters Score -1.166814e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -11668239.000000 Penalty: 5533.521484
	Iteration 39Q: 3 clusters Score -1.166824e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -11668344.000000 Penalty: 5533.521484
	Iteration 40F: 3 clusters Score -1.166834e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -11668360.000000 Penalty: 5533.521484
	Iteration 41Q: 3 clusters Score -1.166836e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -11668378.000000 Penalty: 5533.521484
	Iteration 42Q: 3 clusters Score -1.166838e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -11668413.000000 Penalty: 5533.521484
	Iteration 43Q: 3 clusters Score -1.166841e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -11668457.000000 Penalty: 5533.521484
	Iteration 44Q: 3 clusters Score -1.166846e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -11668497.000000 Penalty: 5533.521484
	Iteration 45Q: 3 clusters Score -1.16685e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -11668535.000000 Penalty: 5533.521484
	Iteration 46Q: 3 clusters Score -1.166854e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -11668554.000000 Penalty: 5533.521484
	Iteration 47Q: 3 clusters Score -1.166855e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -11668594.000000 Penalty: 5533.521484
	Iteration 48Q: 3 clusters Score -1.166859e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -11668616.000000 Penalty: 5533.521484
	Iteration 49Q: 3 clusters Score -1.166862e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -11668604.000000 Penalty: 5533.521484
	Iteration 50Q: 3 clusters Score -1.16686e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -11668626.000000 Penalty: 5533.521484
	Iteration 51Q: 3 clusters Score -1.166863e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -11668616.000000 Penalty: 5533.521484
	Iteration 52Q: 3 clusters Score -1.166862e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -11668614.000000 Penalty: 5533.521484
	Iteration 53Q: 3 clusters Score -1.166861e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
Score: -11668611.000000 Penalty: 5533.521484
	Iteration 54Q: 3 clusters Score -1.166861e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -11668630.000000 Penalty: 5533.521484
	Iteration 55Q: 3 clusters Score -1.166863e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -11668639.000000 Penalty: 5533.521484
	Iteration 56Q: 3 clusters Score -1.166864e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 51176 members 
Entering Unmasked Estep 
Score: -11668618.000000 Penalty: 5533.521484
	Iteration 57Q: 3 clusters Score -1.166862e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -11668646.000000 Penalty: 5533.521484
	Iteration 58Q: 3 clusters Score -1.166865e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -11668626.000000 Penalty: 5533.521484
	Iteration 59Q: 3 clusters Score -1.166863e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -11668636.000000 Penalty: 5533.521484
	Iteration 60F: 3 clusters Score -1.166864e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 51418 members 
Entering Unmasked Estep 
Score: -11668643.000000 Penalty: 5533.521484
	Iteration 61Q: 3 clusters Score -1.166864e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -11668627.000000 Penalty: 5533.521484
	Iteration 62Q: 3 clusters Score -1.166863e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -11668648.000000 Penalty: 5533.521484
	Iteration 63Q: 3 clusters Score -1.166865e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -11668626.000000 Penalty: 5533.521484
	Iteration 64Q: 3 clusters Score -1.166863e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 51642 members 
Entering Unmasked Estep 
Score: -11668639.000000 Penalty: 5533.521484
	Iteration 65Q: 3 clusters Score -1.166864e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -11668629.000000 Penalty: 5533.521484
	Iteration 66Q: 3 clusters Score -1.166863e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -11668644.000000 Penalty: 5533.521484
	Iteration 67Q: 3 clusters Score -1.166864e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -11668649.000000 Penalty: 5533.521484
	Iteration 68Q: 3 clusters Score -1.166865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -11668642.000000 Penalty: 5533.521484
	Iteration 69Q: 3 clusters Score -1.166864e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -11668644.000000 Penalty: 5533.521484
	Iteration 70Q: 3 clusters Score -1.166864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -11668643.000000 Penalty: 5533.521484
	Iteration 71Q: 3 clusters Score -1.166864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -11668643.000000 Penalty: 5533.521484
	Iteration 72Q: 3 clusters Score -1.166864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -11668653.000000 Penalty: 5533.521484
	Iteration 73Q: 3 clusters Score -1.166865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -11668645.000000 Penalty: 5533.521484
	Iteration 74Q: 3 clusters Score -1.166864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
Score: -11668642.000000 Penalty: 5533.521484
	Iteration 75Q: 3 clusters Score -1.166864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -11668649.000000 Penalty: 5533.521484
	Iteration 76Q: 3 clusters Score -1.166865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -11668639.000000 Penalty: 5533.521484
	Iteration 77Q: 3 clusters Score -1.166864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 51791 members 
Entering Unmasked Estep 
Score: -11668651.000000 Penalty: 5533.521484
	Iteration 78Q: 3 clusters Score -1.166865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -11668655.000000 Penalty: 5533.521484
	Iteration 79Q: 3 clusters Score -1.166866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 51799 members 
Entering Unmasked Estep 
Score: -11668648.000000 Penalty: 5533.521484
	Iteration 80F: 3 clusters Score -1.166865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -11668656.000000 Penalty: 5533.521484
	Iteration 81Q: 3 clusters Score -1.166866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -11668650.000000 Penalty: 5533.521484
	Iteration 82Q: 3 clusters Score -1.166865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -11668643.000000 Penalty: 5533.521484
	Iteration 83Q: 3 clusters Score -1.166864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -11668638.000000 Penalty: 5533.521484
	Iteration 84Q: 3 clusters Score -1.166864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -11668643.000000 Penalty: 5533.521484
	Iteration 85Q: 3 clusters Score -1.166864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -11668651.000000 Penalty: 5533.521484
	Iteration 86Q: 3 clusters Score -1.166865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -11668639.000000 Penalty: 5533.521484
	Iteration 87Q: 3 clusters Score -1.166864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -11668655.000000 Penalty: 5533.521484
	Iteration 88Q: 3 clusters Score -1.166866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -11668653.000000 Penalty: 5533.521484
	Iteration 89Q: 3 clusters Score -1.166865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -11668648.000000 Penalty: 5533.521484
	Iteration 90Q: 3 clusters Score -1.166865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -11668661.000000 Penalty: 5533.521484
	Iteration 91Q: 3 clusters Score -1.166866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -11668657.000000 Penalty: 5533.521484
	Iteration 92Q: 3 clusters Score -1.166866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -11668658.000000 Penalty: 5533.521484
	Iteration 93Q: 3 clusters Score -1.166866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -11668662.000000 Penalty: 5533.521484
	Iteration 94Q: 3 clusters Score -1.166866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -11668659.000000 Penalty: 5533.521484
	Iteration 95Q: 3 clusters Score -1.166866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -11668661.000000 Penalty: 5533.521484
	Iteration 96Q: 3 clusters Score -1.166866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -11668663.000000 Penalty: 5533.521484
	Iteration 97Q: 3 clusters Score -1.166866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -11668668.000000 Penalty: 5533.521484
	Iteration 98Q: 3 clusters Score -1.166867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 51875 members 
Entering Unmasked Estep 
Score: -11668665.000000 Penalty: 5533.521484
	Iteration 99Q: 3 clusters Score -1.166866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -11668646.000000 Penalty: 5533.521484
	Iteration 100F: 3 clusters Score -1.166865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -11668668.000000 Penalty: 5533.521484
	Iteration 101Q: 3 clusters Score -1.166867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -11668659.000000 Penalty: 5533.521484
	Iteration 102Q: 3 clusters Score -1.166866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -11668665.000000 Penalty: 5533.521484
	Iteration 103Q: 3 clusters Score -1.166866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -11668654.000000 Penalty: 5533.521484
	Iteration 104Q: 3 clusters Score -1.166865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 51892 members 
Entering Unmasked Estep 
Score: -11668671.000000 Penalty: 5533.521484
	Iteration 105Q: 3 clusters Score -1.166867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -11668682.000000 Penalty: 5533.521484
	Iteration 106Q: 3 clusters Score -1.166868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -11668665.000000 Penalty: 5533.521484
	Iteration 107Q: 3 clusters Score -1.166866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -11668665.000000 Penalty: 5533.521484
	Iteration 108F: 3 clusters Score -1.166866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (61974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61974 members 
Entering Unmasked Estep 
Score: -10683888.000000 Penalty: 2736.548584
	Iteration 0F: 2 clusters Score -1.068389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -10645973.000000 Penalty: 5473.097168
	Iteration 0F: 3 clusters Score -1.064597e+07 nChanged 28941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -10662037.000000 Penalty: 5473.097168
	Iteration 1F: 3 clusters Score -1.066204e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -10662713.000000 Penalty: 5473.097168
	Iteration 2Q: 3 clusters Score -1.066271e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -10663476.000000 Penalty: 5473.097168
	Iteration 3Q: 3 clusters Score -1.066348e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -10664396.000000 Penalty: 5473.097168
	Iteration 4Q: 3 clusters Score -1.06644e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -10665821.000000 Penalty: 5473.097168
	Iteration 5Q: 3 clusters Score -1.066582e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -10667474.000000 Penalty: 5473.097168
	Iteration 6Q: 3 clusters Score -1.066747e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -10669541.000000 Penalty: 5473.097168
	Iteration 7F: 3 clusters Score -1.066954e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -10671813.000000 Penalty: 5473.097168
	Iteration 8F: 3 clusters Score -1.067181e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -10674052.000000 Penalty: 5473.097168
	Iteration 9F: 3 clusters Score -1.067405e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -10676424.000000 Penalty: 5473.097168
	Iteration 10F: 3 clusters Score -1.067642e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -10678658.000000 Penalty: 5473.097168
	Iteration 11F: 3 clusters Score -1.067866e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -10680267.000000 Penalty: 5473.097168
	Iteration 12Q: 3 clusters Score -1.068027e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57202 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -10681206.000000 Penalty: 5473.097168
	Iteration 13Q: 3 clusters Score -1.068121e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58395 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -10681566.000000 Penalty: 5473.097168
	Iteration 14Q: 3 clusters Score -1.068157e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -10681896.000000 Penalty: 5473.097168
	Iteration 15Q: 3 clusters Score -1.06819e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59630 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -10682031.000000 Penalty: 5473.097168
	Iteration 16Q: 3 clusters Score -1.068203e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -10682042.000000 Penalty: 5473.097168
	Iteration 17Q: 3 clusters Score -1.068204e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -10682139.000000 Penalty: 5473.097168
	Iteration 18Q: 3 clusters Score -1.068214e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -10682158.000000 Penalty: 5473.097168
	Iteration 19Q: 3 clusters Score -1.068216e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -10682177.000000 Penalty: 5473.097168
	Iteration 20F: 3 clusters Score -1.068218e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60509 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -10682198.000000 Penalty: 5473.097168
	Iteration 21Q: 3 clusters Score -1.06822e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60571 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -10682181.000000 Penalty: 5473.097168
	Iteration 22Q: 3 clusters Score -1.068218e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60623 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -10682207.000000 Penalty: 5473.097168
	Iteration 23Q: 3 clusters Score -1.068221e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -10682205.000000 Penalty: 5473.097168
	Iteration 24Q: 3 clusters Score -1.06822e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -10682237.000000 Penalty: 5473.097168
	Iteration 25Q: 3 clusters Score -1.068224e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -10682230.000000 Penalty: 5473.097168
	Iteration 26Q: 3 clusters Score -1.068223e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -10682245.000000 Penalty: 5473.097168
	Iteration 27Q: 3 clusters Score -1.068224e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60757 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -10682271.000000 Penalty: 5473.097168
	Iteration 28Q: 3 clusters Score -1.068227e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -10682263.000000 Penalty: 5473.097168
	Iteration 29Q: 3 clusters Score -1.068226e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -10682263.000000 Penalty: 5473.097168
	Iteration 30Q: 3 clusters Score -1.068226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60795 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -10682282.000000 Penalty: 5473.097168
	Iteration 31Q: 3 clusters Score -1.068228e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -10682293.000000 Penalty: 5473.097168
	Iteration 32Q: 3 clusters Score -1.068229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -10682292.000000 Penalty: 5473.097168
	Iteration 33Q: 3 clusters Score -1.068229e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -10682280.000000 Penalty: 5473.097168
	Iteration 34Q: 3 clusters Score -1.068228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -10682289.000000 Penalty: 5473.097168
	Iteration 35Q: 3 clusters Score -1.068229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -10682285.000000 Penalty: 5473.097168
	Iteration 36Q: 3 clusters Score -1.068228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -10682301.000000 Penalty: 5473.097168
	Iteration 37Q: 3 clusters Score -1.06823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -10682296.000000 Penalty: 5473.097168
	Iteration 38Q: 3 clusters Score -1.06823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -10682310.000000 Penalty: 5473.097168
	Iteration 39Q: 3 clusters Score -1.068231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -10682310.000000 Penalty: 5473.097168
	Iteration 40F: 3 clusters Score -1.068231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60863 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -10682320.000000 Penalty: 5473.097168
	Iteration 41Q: 3 clusters Score -1.068232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60868 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -10682315.000000 Penalty: 5473.097168
	Iteration 42Q: 3 clusters Score -1.068232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60872 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -10682314.000000 Penalty: 5473.097168
	Iteration 43Q: 3 clusters Score -1.068231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60873 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -10682324.000000 Penalty: 5473.097168
	Iteration 44Q: 3 clusters Score -1.068232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60876 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -10682333.000000 Penalty: 5473.097168
	Iteration 45Q: 3 clusters Score -1.068233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60876 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -10682334.000000 Penalty: 5473.097168
	Iteration 46Q: 3 clusters Score -1.068233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60877 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -10682332.000000 Penalty: 5473.097168
	Iteration 47Q: 3 clusters Score -1.068233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60880 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -10682335.000000 Penalty: 5473.097168
	Iteration 48Q: 3 clusters Score -1.068234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -10682335.000000 Penalty: 5473.097168
	Iteration 49Q: 3 clusters Score -1.068234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -10682326.000000 Penalty: 5473.097168
	Iteration 50Q: 3 clusters Score -1.068233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -10682326.000000 Penalty: 5473.097168
	Iteration 51F: 3 clusters Score -1.068233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Entering Unmasked Estep 
Score: -937491.500000 Penalty: 2134.226807
	Iteration 0F: 2 clusters Score -937491.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -932703.000000 Penalty: 4268.453613
	Iteration 0F: 3 clusters Score -932703 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -933941.625000 Penalty: 4268.453613
	Iteration 1F: 3 clusters Score -933941.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -934323.437500 Penalty: 4268.453613
	Iteration 2F: 3 clusters Score -934323.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -934638.000000 Penalty: 4268.453613
	Iteration 3F: 3 clusters Score -934638 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -934873.687500 Penalty: 4268.453613
	Iteration 4F: 3 clusters Score -934873.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -935067.187500 Penalty: 4268.453613
	Iteration 5Q: 3 clusters Score -935067.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -935245.000000 Penalty: 4268.453613
	Iteration 6Q: 3 clusters Score -935245 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -935376.937500 Penalty: 4268.453613
	Iteration 7Q: 3 clusters Score -935376.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -935489.562500 Penalty: 4268.453613
	Iteration 8Q: 3 clusters Score -935489.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -935577.062500 Penalty: 4268.453613
	Iteration 9Q: 3 clusters Score -935577.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -935649.437500 Penalty: 4268.453613
	Iteration 10Q: 3 clusters Score -935649.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -935706.625000 Penalty: 4268.453613
	Iteration 11Q: 3 clusters Score -935706.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -935746.125000 Penalty: 4268.453613
	Iteration 12Q: 3 clusters Score -935746.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -935773.437500 Penalty: 4268.453613
	Iteration 13Q: 3 clusters Score -935773.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -935796.000000 Penalty: 4268.453613
	Iteration 14Q: 3 clusters Score -935796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -935814.125000 Penalty: 4268.453613
	Iteration 15Q: 3 clusters Score -935814.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -935839.562500 Penalty: 4268.453613
	Iteration 16Q: 3 clusters Score -935839.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -935864.812500 Penalty: 4268.453613
	Iteration 17Q: 3 clusters Score -935864.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -935885.062500 Penalty: 4268.453613
	Iteration 18Q: 3 clusters Score -935885.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -935901.812500 Penalty: 4268.453613
	Iteration 19Q: 3 clusters Score -935901.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -935911.062500 Penalty: 4268.453613
	Iteration 20F: 3 clusters Score -935911.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -935914.875000 Penalty: 4268.453613
	Iteration 21Q: 3 clusters Score -935914.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -935915.500000 Penalty: 4268.453613
	Iteration 22Q: 3 clusters Score -935915.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -935915.000000 Penalty: 4268.453613
	Iteration 23Q: 3 clusters Score -935915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -935916.750000 Penalty: 4268.453613
	Iteration 24Q: 3 clusters Score -935916.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -935916.375000 Penalty: 4268.453613
	Iteration 25Q: 3 clusters Score -935916.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -935917.437500 Penalty: 4268.453613
	Iteration 26Q: 3 clusters Score -935917.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -935919.000000 Penalty: 4268.453613
	Iteration 27Q: 3 clusters Score -935919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -935919.437500 Penalty: 4268.453613
	Iteration 28Q: 3 clusters Score -935919.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -935921.000000 Penalty: 4268.453613
	Iteration 29Q: 3 clusters Score -935921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -935921.250000 Penalty: 4268.453613
	Iteration 30Q: 3 clusters Score -935921.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -935921.250000 Penalty: 4268.453613
	Iteration 31F: 3 clusters Score -935921.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Entering Unmasked Estep 
Score: -1102670.250000 Penalty: 2178.396240
	Iteration 0F: 2 clusters Score -1102670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1097162.750000 Penalty: 4356.792480
	Iteration 0F: 3 clusters Score -1097163 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1098641.000000 Penalty: 4356.792480
	Iteration 1F: 3 clusters Score -1098641 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1098885.000000 Penalty: 4356.792480
	Iteration 2F: 3 clusters Score -1098885 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1099034.250000 Penalty: 4356.792480
	Iteration 3Q: 3 clusters Score -1099034 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1099151.625000 Penalty: 4356.792480
	Iteration 4Q: 3 clusters Score -1099152 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1099248.000000 Penalty: 4356.792480
	Iteration 5Q: 3 clusters Score -1099248 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1099333.125000 Penalty: 4356.792480
	Iteration 6Q: 3 clusters Score -1099333 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1099401.375000 Penalty: 4356.792480
	Iteration 7Q: 3 clusters Score -1099401 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1099461.625000 Penalty: 4356.792480
	Iteration 8Q: 3 clusters Score -1099462 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1099515.125000 Penalty: 4356.792480
	Iteration 9Q: 3 clusters Score -1099515 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1099554.500000 Penalty: 4356.792480
	Iteration 10Q: 3 clusters Score -1099554 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1099593.125000 Penalty: 4356.792480
	Iteration 11Q: 3 clusters Score -1099593 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1099626.500000 Penalty: 4356.792480
	Iteration 12Q: 3 clusters Score -1099626 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1099646.500000 Penalty: 4356.792480
	Iteration 13Q: 3 clusters Score -1099646 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1099668.000000 Penalty: 4356.792480
	Iteration 14Q: 3 clusters Score -1099668 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1099694.625000 Penalty: 4356.792480
	Iteration 15Q: 3 clusters Score -1099695 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1099726.250000 Penalty: 4356.792480
	Iteration 16Q: 3 clusters Score -1099726 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1099762.750000 Penalty: 4356.792480
	Iteration 17Q: 3 clusters Score -1099763 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1099802.375000 Penalty: 4356.792480
	Iteration 18Q: 3 clusters Score -1099802 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1099857.125000 Penalty: 4356.792480
	Iteration 19Q: 3 clusters Score -1099857 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1099925.000000 Penalty: 4356.792480
	Iteration 20F: 3 clusters Score -1099925 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1100003.375000 Penalty: 4356.792480
	Iteration 21Q: 3 clusters Score -1100003 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1100094.000000 Penalty: 4356.792480
	Iteration 22Q: 3 clusters Score -1100094 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1100187.750000 Penalty: 4356.792480
	Iteration 23Q: 3 clusters Score -1100188 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1100272.625000 Penalty: 4356.792480
	Iteration 24Q: 3 clusters Score -1100273 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1100365.875000 Penalty: 4356.792480
	Iteration 25Q: 3 clusters Score -1100366 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1100450.250000 Penalty: 4356.792480
	Iteration 26Q: 3 clusters Score -1100450 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1100531.750000 Penalty: 4356.792480
	Iteration 27Q: 3 clusters Score -1100532 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1100609.250000 Penalty: 4356.792480
	Iteration 28Q: 3 clusters Score -1100609 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1100671.125000 Penalty: 4356.792480
	Iteration 29Q: 3 clusters Score -1100671 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1100730.625000 Penalty: 4356.792480
	Iteration 30Q: 3 clusters Score -1100731 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1100778.750000 Penalty: 4356.792480
	Iteration 31Q: 3 clusters Score -1100779 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1100832.250000 Penalty: 4356.792480
	Iteration 32Q: 3 clusters Score -1100832 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1100870.000000 Penalty: 4356.792480
	Iteration 33Q: 3 clusters Score -1100870 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1100906.750000 Penalty: 4356.792480
	Iteration 34Q: 3 clusters Score -1100907 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1100941.500000 Penalty: 4356.792480
	Iteration 35Q: 3 clusters Score -1100942 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1100969.625000 Penalty: 4356.792480
	Iteration 36Q: 3 clusters Score -1100970 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1101000.375000 Penalty: 4356.792480
	Iteration 37Q: 3 clusters Score -1101000 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1101017.875000 Penalty: 4356.792480
	Iteration 38Q: 3 clusters Score -1101018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1101032.500000 Penalty: 4356.792480
	Iteration 39Q: 3 clusters Score -1101032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1101049.875000 Penalty: 4356.792480
	Iteration 40F: 3 clusters Score -1101050 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1101065.875000 Penalty: 4356.792480
	Iteration 41Q: 3 clusters Score -1101066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1101079.125000 Penalty: 4356.792480
	Iteration 42Q: 3 clusters Score -1101079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1101088.875000 Penalty: 4356.792480
	Iteration 43Q: 3 clusters Score -1101089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1101097.375000 Penalty: 4356.792480
	Iteration 44Q: 3 clusters Score -1101097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1101101.125000 Penalty: 4356.792480
	Iteration 45Q: 3 clusters Score -1101101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1101108.875000 Penalty: 4356.792480
	Iteration 46Q: 3 clusters Score -1101109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1101111.500000 Penalty: 4356.792480
	Iteration 47Q: 3 clusters Score -1101112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1101117.500000 Penalty: 4356.792480
	Iteration 48Q: 3 clusters Score -1101118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1101125.750000 Penalty: 4356.792480
	Iteration 49Q: 3 clusters Score -1101126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1101133.125000 Penalty: 4356.792480
	Iteration 50Q: 3 clusters Score -1101133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1101134.750000 Penalty: 4356.792480
	Iteration 51Q: 3 clusters Score -1101135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1101140.500000 Penalty: 4356.792480
	Iteration 52Q: 3 clusters Score -1101140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1101144.750000 Penalty: 4356.792480
	Iteration 53Q: 3 clusters Score -1101145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1101153.625000 Penalty: 4356.792480
	Iteration 54Q: 3 clusters Score -1101154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1101160.000000 Penalty: 4356.792480
	Iteration 55Q: 3 clusters Score -1101160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1101165.750000 Penalty: 4356.792480
	Iteration 56Q: 3 clusters Score -1101166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1101168.250000 Penalty: 4356.792480
	Iteration 57Q: 3 clusters Score -1101168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1101170.500000 Penalty: 4356.792480
	Iteration 58Q: 3 clusters Score -1101170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1101173.500000 Penalty: 4356.792480
	Iteration 59Q: 3 clusters Score -1101174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1101178.500000 Penalty: 4356.792480
	Iteration 60F: 3 clusters Score -1101178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1101180.500000 Penalty: 4356.792480
	Iteration 61Q: 3 clusters Score -1101180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1101184.625000 Penalty: 4356.792480
	Iteration 62Q: 3 clusters Score -1101185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1101189.125000 Penalty: 4356.792480
	Iteration 63Q: 3 clusters Score -1101189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1101199.000000 Penalty: 4356.792480
	Iteration 64Q: 3 clusters Score -1101199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1101209.625000 Penalty: 4356.792480
	Iteration 65Q: 3 clusters Score -1101210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1101222.625000 Penalty: 4356.792480
	Iteration 66Q: 3 clusters Score -1101223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1101235.375000 Penalty: 4356.792480
	Iteration 67Q: 3 clusters Score -1101235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1101243.625000 Penalty: 4356.792480
	Iteration 68Q: 3 clusters Score -1101244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1101256.125000 Penalty: 4356.792480
	Iteration 69Q: 3 clusters Score -1101256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1101266.250000 Penalty: 4356.792480
	Iteration 70Q: 3 clusters Score -1101266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1101274.625000 Penalty: 4356.792480
	Iteration 71Q: 3 clusters Score -1101275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1101286.750000 Penalty: 4356.792480
	Iteration 72Q: 3 clusters Score -1101287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1101302.500000 Penalty: 4356.792480
	Iteration 73Q: 3 clusters Score -1101302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1101314.750000 Penalty: 4356.792480
	Iteration 74Q: 3 clusters Score -1101315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1101333.250000 Penalty: 4356.792480
	Iteration 75Q: 3 clusters Score -1101333 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1101357.125000 Penalty: 4356.792480
	Iteration 76Q: 3 clusters Score -1101357 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1101375.750000 Penalty: 4356.792480
	Iteration 77Q: 3 clusters Score -1101376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1101386.875000 Penalty: 4356.792480
	Iteration 78Q: 3 clusters Score -1101387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1101398.875000 Penalty: 4356.792480
	Iteration 79Q: 3 clusters Score -1101399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1101404.625000 Penalty: 4356.792480
	Iteration 80F: 3 clusters Score -1101405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1101410.125000 Penalty: 4356.792480
	Iteration 81Q: 3 clusters Score -1101410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1101416.250000 Penalty: 4356.792480
	Iteration 82Q: 3 clusters Score -1101416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1101420.000000 Penalty: 4356.792480
	Iteration 83Q: 3 clusters Score -1101420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1101421.625000 Penalty: 4356.792480
	Iteration 84Q: 3 clusters Score -1101422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1101424.375000 Penalty: 4356.792480
	Iteration 85Q: 3 clusters Score -1101424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1101426.500000 Penalty: 4356.792480
	Iteration 86Q: 3 clusters Score -1101426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1101425.500000 Penalty: 4356.792480
	Iteration 87Q: 3 clusters Score -1101426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1101426.375000 Penalty: 4356.792480
	Iteration 88Q: 3 clusters Score -1101426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1101427.125000 Penalty: 4356.792480
	Iteration 89Q: 3 clusters Score -1101427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1101427.125000 Penalty: 4356.792480
	Iteration 90F: 3 clusters Score -1101427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -85916.882812 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -85916.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -84481.148438 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -84481.15 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -84834.468750 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -84834.47 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -85066.960938 Penalty: 3147.435547
	Iteration 2F: 3 clusters Score -85066.96 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -85279.164062 Penalty: 3147.435547
	Iteration 3F: 3 clusters Score -85279.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -85460.648438 Penalty: 3147.435547
	Iteration 4F: 3 clusters Score -85460.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -85525.726562 Penalty: 3147.435547
	Iteration 5Q: 3 clusters Score -85525.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -85596.273438 Penalty: 3147.435547
	Iteration 6Q: 3 clusters Score -85596.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -85635.171875 Penalty: 3147.435547
	Iteration 7Q: 3 clusters Score -85635.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -85635.171875 Penalty: 3147.435547
	Iteration 8F: 3 clusters Score -85635.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Entering Unmasked Estep 
Score: -1981631.000000 Penalty: 2331.888916
	Iteration 0F: 2 clusters Score -1981631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1972580.625000 Penalty: 4663.777832
	Iteration 0F: 3 clusters Score -1972581 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1975445.750000 Penalty: 4663.777832
	Iteration 1F: 3 clusters Score -1975446 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1975942.375000 Penalty: 4663.777832
	Iteration 2F: 3 clusters Score -1975942 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1976443.625000 Penalty: 4663.777832
	Iteration 3F: 3 clusters Score -1976444 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1976948.250000 Penalty: 4663.777832
	Iteration 4F: 3 clusters Score -1976948 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1977478.625000 Penalty: 4663.777832
	Iteration 5F: 3 clusters Score -1977479 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1977982.250000 Penalty: 4663.777832
	Iteration 6F: 3 clusters Score -1977982 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1978494.625000 Penalty: 4663.777832
	Iteration 7F: 3 clusters Score -1978495 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1978887.250000 Penalty: 4663.777832
	Iteration 8Q: 3 clusters Score -1978887 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1979160.000000 Penalty: 4663.777832
	Iteration 9Q: 3 clusters Score -1979160 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1979376.375000 Penalty: 4663.777832
	Iteration 10Q: 3 clusters Score -1979376 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1979543.000000 Penalty: 4663.777832
	Iteration 11Q: 3 clusters Score -1979543 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1979687.625000 Penalty: 4663.777832
	Iteration 12Q: 3 clusters Score -1979688 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1979774.625000 Penalty: 4663.777832
	Iteration 13Q: 3 clusters Score -1979775 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1979842.625000 Penalty: 4663.777832
	Iteration 14Q: 3 clusters Score -1979843 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1979897.500000 Penalty: 4663.777832
	Iteration 15Q: 3 clusters Score -1979898 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1979949.625000 Penalty: 4663.777832
	Iteration 16Q: 3 clusters Score -1979950 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1979997.875000 Penalty: 4663.777832
	Iteration 17Q: 3 clusters Score -1979998 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1980063.000000 Penalty: 4663.777832
	Iteration 18Q: 3 clusters Score -1980063 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1980124.000000 Penalty: 4663.777832
	Iteration 19Q: 3 clusters Score -1980124 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1980177.125000 Penalty: 4663.777832
	Iteration 20F: 3 clusters Score -1980177 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1980218.250000 Penalty: 4663.777832
	Iteration 21Q: 3 clusters Score -1980218 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1980251.875000 Penalty: 4663.777832
	Iteration 22Q: 3 clusters Score -1980252 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1980283.500000 Penalty: 4663.777832
	Iteration 23Q: 3 clusters Score -1980284 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1980317.875000 Penalty: 4663.777832
	Iteration 24Q: 3 clusters Score -1980318 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1980341.625000 Penalty: 4663.777832
	Iteration 25Q: 3 clusters Score -1980342 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1980373.250000 Penalty: 4663.777832
	Iteration 26Q: 3 clusters Score -1980373 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1980401.250000 Penalty: 4663.777832
	Iteration 27Q: 3 clusters Score -1980401 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1980429.875000 Penalty: 4663.777832
	Iteration 28Q: 3 clusters Score -1980430 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1980453.875000 Penalty: 4663.777832
	Iteration 29Q: 3 clusters Score -1980454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1980476.750000 Penalty: 4663.777832
	Iteration 30Q: 3 clusters Score -1980477 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1980486.625000 Penalty: 4663.777832
	Iteration 31Q: 3 clusters Score -1980487 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1980499.125000 Penalty: 4663.777832
	Iteration 32Q: 3 clusters Score -1980499 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1980517.875000 Penalty: 4663.777832
	Iteration 33Q: 3 clusters Score -1980518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1980523.000000 Penalty: 4663.777832
	Iteration 34Q: 3 clusters Score -1980523 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1980524.000000 Penalty: 4663.777832
	Iteration 35Q: 3 clusters Score -1980524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1980527.625000 Penalty: 4663.777832
	Iteration 36Q: 3 clusters Score -1980528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1980533.875000 Penalty: 4663.777832
	Iteration 37Q: 3 clusters Score -1980534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1980548.500000 Penalty: 4663.777832
	Iteration 38Q: 3 clusters Score -1980548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1980551.250000 Penalty: 4663.777832
	Iteration 39Q: 3 clusters Score -1980551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1980554.000000 Penalty: 4663.777832
	Iteration 40F: 3 clusters Score -1980554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1980561.375000 Penalty: 4663.777832
	Iteration 41Q: 3 clusters Score -1980561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1980563.875000 Penalty: 4663.777832
	Iteration 42Q: 3 clusters Score -1980564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1980574.125000 Penalty: 4663.777832
	Iteration 43Q: 3 clusters Score -1980574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1980575.875000 Penalty: 4663.777832
	Iteration 44Q: 3 clusters Score -1980576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1980579.000000 Penalty: 4663.777832
	Iteration 45Q: 3 clusters Score -1980579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1980582.375000 Penalty: 4663.777832
	Iteration 46Q: 3 clusters Score -1980582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1980586.625000 Penalty: 4663.777832
	Iteration 47Q: 3 clusters Score -1980587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1980590.750000 Penalty: 4663.777832
	Iteration 48Q: 3 clusters Score -1980591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1980600.875000 Penalty: 4663.777832
	Iteration 49Q: 3 clusters Score -1980601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1980601.625000 Penalty: 4663.777832
	Iteration 50Q: 3 clusters Score -1980602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1980605.000000 Penalty: 4663.777832
	Iteration 51Q: 3 clusters Score -1980605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1980607.875000 Penalty: 4663.777832
	Iteration 52Q: 3 clusters Score -1980608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1980607.500000 Penalty: 4663.777832
	Iteration 53Q: 3 clusters Score -1980608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1980609.875000 Penalty: 4663.777832
	Iteration 54Q: 3 clusters Score -1980610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1980610.625000 Penalty: 4663.777832
	Iteration 55Q: 3 clusters Score -1980611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1980614.625000 Penalty: 4663.777832
	Iteration 56Q: 3 clusters Score -1980615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1980619.125000 Penalty: 4663.777832
	Iteration 57Q: 3 clusters Score -1980619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1980619.000000 Penalty: 4663.777832
	Iteration 58Q: 3 clusters Score -1980619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1980617.625000 Penalty: 4663.777832
	Iteration 59Q: 3 clusters Score -1980618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1980618.125000 Penalty: 4663.777832
	Iteration 60F: 3 clusters Score -1980618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1980624.250000 Penalty: 4663.777832
	Iteration 61Q: 3 clusters Score -1980624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1980621.875000 Penalty: 4663.777832
	Iteration 62Q: 3 clusters Score -1980622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1980622.125000 Penalty: 4663.777832
	Iteration 63Q: 3 clusters Score -1980622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1980619.625000 Penalty: 4663.777832
	Iteration 64Q: 3 clusters Score -1980620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1980621.000000 Penalty: 4663.777832
	Iteration 65Q: 3 clusters Score -1980621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1980623.625000 Penalty: 4663.777832
	Iteration 66Q: 3 clusters Score -1980624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1980623.000000 Penalty: 4663.777832
	Iteration 67Q: 3 clusters Score -1980623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1980625.250000 Penalty: 4663.777832
	Iteration 68Q: 3 clusters Score -1980625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1980626.625000 Penalty: 4663.777832
	Iteration 69Q: 3 clusters Score -1980627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1980625.625000 Penalty: 4663.777832
	Iteration 70Q: 3 clusters Score -1980626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1980625.625000 Penalty: 4663.777832
	Iteration 71Q: 3 clusters Score -1980626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1980627.875000 Penalty: 4663.777832
	Iteration 72Q: 3 clusters Score -1980628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1980627.875000 Penalty: 4663.777832
	Iteration 73F: 3 clusters Score -1980628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Entering Unmasked Estep 
Score: -8525210.000000 Penalty: 2692.301025
	Iteration 0F: 2 clusters Score -8525210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -8490847.000000 Penalty: 5384.602051
	Iteration 0F: 3 clusters Score -8490847 nChanged 23966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -8504151.000000 Penalty: 5384.602051
	Iteration 1F: 3 clusters Score -8504151 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -8504910.000000 Penalty: 5384.602051
	Iteration 2Q: 3 clusters Score -8504910 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -8505739.000000 Penalty: 5384.602051
	Iteration 3Q: 3 clusters Score -8505739 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -8506754.000000 Penalty: 5384.602051
	Iteration 4Q: 3 clusters Score -8506754 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -8508149.000000 Penalty: 5384.602051
	Iteration 5F: 3 clusters Score -8508149 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -8509843.000000 Penalty: 5384.602051
	Iteration 6F: 3 clusters Score -8509843 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -8511919.000000 Penalty: 5384.602051
	Iteration 7F: 3 clusters Score -8511919 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -8513968.000000 Penalty: 5384.602051
	Iteration 8F: 3 clusters Score -8513968 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -8515863.000000 Penalty: 5384.602051
	Iteration 9F: 3 clusters Score -8515863 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -8517266.000000 Penalty: 5384.602051
	Iteration 10Q: 3 clusters Score -8517266 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -8518431.000000 Penalty: 5384.602051
	Iteration 11Q: 3 clusters Score -8518431 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -8519253.000000 Penalty: 5384.602051
	Iteration 12Q: 3 clusters Score -8519253 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -8519922.000000 Penalty: 5384.602051
	Iteration 13Q: 3 clusters Score -8519922 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -8520424.000000 Penalty: 5384.602051
	Iteration 14Q: 3 clusters Score -8520424 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -8520928.000000 Penalty: 5384.602051
	Iteration 15Q: 3 clusters Score -8520928 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -8521304.000000 Penalty: 5384.602051
	Iteration 16Q: 3 clusters Score -8521304 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -8521558.000000 Penalty: 5384.602051
	Iteration 17Q: 3 clusters Score -8521558 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -8521789.000000 Penalty: 5384.602051
	Iteration 18Q: 3 clusters Score -8521789 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -8521960.000000 Penalty: 5384.602051
	Iteration 19Q: 3 clusters Score -8521960 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -8522079.000000 Penalty: 5384.602051
	Iteration 20F: 3 clusters Score -8522079 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -8522185.000000 Penalty: 5384.602051
	Iteration 21Q: 3 clusters Score -8522185 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -8522362.000000 Penalty: 5384.602051
	Iteration 22Q: 3 clusters Score -8522362 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -8522434.000000 Penalty: 5384.602051
	Iteration 23Q: 3 clusters Score -8522434 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -8522511.000000 Penalty: 5384.602051
	Iteration 24Q: 3 clusters Score -8522511 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -8522624.000000 Penalty: 5384.602051
	Iteration 25Q: 3 clusters Score -8522624 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -8522716.000000 Penalty: 5384.602051
	Iteration 26Q: 3 clusters Score -8522716 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -8522813.000000 Penalty: 5384.602051
	Iteration 27Q: 3 clusters Score -8522813 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -8522850.000000 Penalty: 5384.602051
	Iteration 28Q: 3 clusters Score -8522850 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -8522908.000000 Penalty: 5384.602051
	Iteration 29Q: 3 clusters Score -8522908 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -8522943.000000 Penalty: 5384.602051
	Iteration 30Q: 3 clusters Score -8522943 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -8522960.000000 Penalty: 5384.602051
	Iteration 31Q: 3 clusters Score -8522960 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -8523034.000000 Penalty: 5384.602051
	Iteration 32Q: 3 clusters Score -8523034 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -8523085.000000 Penalty: 5384.602051
	Iteration 33Q: 3 clusters Score -8523085 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -8523107.000000 Penalty: 5384.602051
	Iteration 34Q: 3 clusters Score -8523107 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -8523144.000000 Penalty: 5384.602051
	Iteration 35Q: 3 clusters Score -8523144 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -8523172.000000 Penalty: 5384.602051
	Iteration 36Q: 3 clusters Score -8523172 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -8523192.000000 Penalty: 5384.602051
	Iteration 37Q: 3 clusters Score -8523192 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -8523249.000000 Penalty: 5384.602051
	Iteration 38Q: 3 clusters Score -8523249 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -8523282.000000 Penalty: 5384.602051
	Iteration 39Q: 3 clusters Score -8523282 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -8523304.000000 Penalty: 5384.602051
	Iteration 40F: 3 clusters Score -8523304 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -8523337.000000 Penalty: 5384.602051
	Iteration 41Q: 3 clusters Score -8523337 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -8523347.000000 Penalty: 5384.602051
	Iteration 42Q: 3 clusters Score -8523347 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -8523350.000000 Penalty: 5384.602051
	Iteration 43Q: 3 clusters Score -8523350 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -8523363.000000 Penalty: 5384.602051
	Iteration 44Q: 3 clusters Score -8523363 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -8523366.000000 Penalty: 5384.602051
	Iteration 45Q: 3 clusters Score -8523366 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -8523381.000000 Penalty: 5384.602051
	Iteration 46Q: 3 clusters Score -8523381 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -8523390.000000 Penalty: 5384.602051
	Iteration 47Q: 3 clusters Score -8523390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -8523398.000000 Penalty: 5384.602051
	Iteration 48Q: 3 clusters Score -8523398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -8523424.000000 Penalty: 5384.602051
	Iteration 49Q: 3 clusters Score -8523424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -8523411.000000 Penalty: 5384.602051
	Iteration 50Q: 3 clusters Score -8523411 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -8523423.000000 Penalty: 5384.602051
	Iteration 51Q: 3 clusters Score -8523423 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -8523431.000000 Penalty: 5384.602051
	Iteration 52Q: 3 clusters Score -8523431 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -8523464.000000 Penalty: 5384.602051
	Iteration 53Q: 3 clusters Score -8523464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -8523478.000000 Penalty: 5384.602051
	Iteration 54Q: 3 clusters Score -8523478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -8523476.000000 Penalty: 5384.602051
	Iteration 55Q: 3 clusters Score -8523476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -8523495.000000 Penalty: 5384.602051
	Iteration 56Q: 3 clusters Score -8523495 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 49259 members 
Entering Unmasked Estep 
Score: -8523510.000000 Penalty: 5384.602051
	Iteration 57Q: 3 clusters Score -8523510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -8523519.000000 Penalty: 5384.602051
	Iteration 58Q: 3 clusters Score -8523519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -8523529.000000 Penalty: 5384.602051
	Iteration 59Q: 3 clusters Score -8523529 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -8523539.000000 Penalty: 5384.602051
	Iteration 60F: 3 clusters Score -8523539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -8523559.000000 Penalty: 5384.602051
	Iteration 61Q: 3 clusters Score -8523559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -8523562.000000 Penalty: 5384.602051
	Iteration 62Q: 3 clusters Score -8523562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -8523547.000000 Penalty: 5384.602051
	Iteration 63Q: 3 clusters Score -8523547 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -8523555.000000 Penalty: 5384.602051
	Iteration 64Q: 3 clusters Score -8523555 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 49473 members 
Entering Unmasked Estep 
Score: -8523571.000000 Penalty: 5384.602051
	Iteration 65Q: 3 clusters Score -8523571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -8523560.000000 Penalty: 5384.602051
	Iteration 66Q: 3 clusters Score -8523560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -8523577.000000 Penalty: 5384.602051
	Iteration 67Q: 3 clusters Score -8523577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -8523584.000000 Penalty: 5384.602051
	Iteration 68Q: 3 clusters Score -8523584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -8523584.000000 Penalty: 5384.602051
	Iteration 69Q: 3 clusters Score -8523584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -8523583.000000 Penalty: 5384.602051
	Iteration 70Q: 3 clusters Score -8523583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -8523599.000000 Penalty: 5384.602051
	Iteration 71Q: 3 clusters Score -8523599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -8523586.000000 Penalty: 5384.602051
	Iteration 72Q: 3 clusters Score -8523586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -8523585.000000 Penalty: 5384.602051
	Iteration 73Q: 3 clusters Score -8523585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -8523592.000000 Penalty: 5384.602051
	Iteration 74Q: 3 clusters Score -8523592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -8523598.000000 Penalty: 5384.602051
	Iteration 75Q: 3 clusters Score -8523598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -8523598.000000 Penalty: 5384.602051
	Iteration 76Q: 3 clusters Score -8523598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 49581 members 
Entering Unmasked Estep 
Score: -8523587.000000 Penalty: 5384.602051
	Iteration 77Q: 3 clusters Score -8523587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -8523587.000000 Penalty: 5384.602051
	Iteration 78Q: 3 clusters Score -8523587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -8523597.000000 Penalty: 5384.602051
	Iteration 79Q: 3 clusters Score -8523597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 49592 members 
Entering Unmasked Estep 
Score: -8523596.000000 Penalty: 5384.602051
	Iteration 80F: 3 clusters Score -8523596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -8523594.000000 Penalty: 5384.602051
	Iteration 81Q: 3 clusters Score -8523594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -8523598.000000 Penalty: 5384.602051
	Iteration 82Q: 3 clusters Score -8523598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -8523601.000000 Penalty: 5384.602051
	Iteration 83Q: 3 clusters Score -8523601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -8523599.000000 Penalty: 5384.602051
	Iteration 84Q: 3 clusters Score -8523599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -8523597.000000 Penalty: 5384.602051
	Iteration 85Q: 3 clusters Score -8523597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -8523597.000000 Penalty: 5384.602051
	Iteration 86F: 3 clusters Score -8523597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -47040.632812 Penalty: 1444.115356
	Iteration 0F: 2 clusters Score -47040.63 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 183 members 
Entering Unmasked Estep 
Score: -45769.945312 Penalty: 2888.230713
	Iteration 0F: 3 clusters Score -45769.95 nChanged 53
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: -45917.371094 Penalty: 2888.230713
	Iteration 1F: 3 clusters Score -45917.37 nChanged 17
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: -45967.953125 Penalty: 2888.230713
	Iteration 2F: 3 clusters Score -45967.95 nChanged 8
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: -46025.187500 Penalty: 2888.230713
	Iteration 3Q: 3 clusters Score -46025.19 nChanged 6
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: -46071.386719 Penalty: 2888.230713
	Iteration 4Q: 3 clusters Score -46071.39 nChanged 7
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: -46102.019531 Penalty: 2888.230713
	Iteration 5Q: 3 clusters Score -46102.02 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: -46116.886719 Penalty: 2888.230713
	Iteration 6Q: 3 clusters Score -46116.89 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: -46139.410156 Penalty: 2888.230713
	Iteration 7Q: 3 clusters Score -46139.41 nChanged 2
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: -46142.652344 Penalty: 2888.230713
	Iteration 8Q: 3 clusters Score -46142.65 nChanged 2
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: -46150.625000 Penalty: 2888.230713
	Iteration 9Q: 3 clusters Score -46150.62 nChanged 0
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: -46150.625000 Penalty: 2888.230713
	Iteration 10F: 3 clusters Score -46150.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Entering Unmasked Estep 
Score: -1076115.000000 Penalty: 2173.911133
	Iteration 0F: 2 clusters Score -1076115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1070779.125000 Penalty: 4347.822266
	Iteration 0F: 3 clusters Score -1070779 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1072310.250000 Penalty: 4347.822266
	Iteration 1F: 3 clusters Score -1072310 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1072736.250000 Penalty: 4347.822266
	Iteration 2F: 3 clusters Score -1072736 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1073106.625000 Penalty: 4347.822266
	Iteration 3F: 3 clusters Score -1073107 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1073421.625000 Penalty: 4347.822266
	Iteration 4F: 3 clusters Score -1073422 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1073711.625000 Penalty: 4347.822266
	Iteration 5F: 3 clusters Score -1073712 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1073960.375000 Penalty: 4347.822266
	Iteration 6Q: 3 clusters Score -1073960 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1074210.125000 Penalty: 4347.822266
	Iteration 7Q: 3 clusters Score -1074210 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1074472.500000 Penalty: 4347.822266
	Iteration 8Q: 3 clusters Score -1074472 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1074743.375000 Penalty: 4347.822266
	Iteration 9Q: 3 clusters Score -1074743 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1075039.375000 Penalty: 4347.822266
	Iteration 10Q: 3 clusters Score -1075039 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1075310.125000 Penalty: 4347.822266
	Iteration 11Q: 3 clusters Score -1075310 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1075502.375000 Penalty: 4347.822266
	Iteration 12Q: 3 clusters Score -1075502 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1075633.750000 Penalty: 4347.822266
	Iteration 13Q: 3 clusters Score -1075634 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1075736.375000 Penalty: 4347.822266
	Iteration 14Q: 3 clusters Score -1075736 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1075825.875000 Penalty: 4347.822266
	Iteration 15Q: 3 clusters Score -1075826 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1075869.000000 Penalty: 4347.822266
	Iteration 16Q: 3 clusters Score -1075869 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1075903.250000 Penalty: 4347.822266
	Iteration 17Q: 3 clusters Score -1075903 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1075925.500000 Penalty: 4347.822266
	Iteration 18Q: 3 clusters Score -1075926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1075941.625000 Penalty: 4347.822266
	Iteration 19Q: 3 clusters Score -1075942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1075951.500000 Penalty: 4347.822266
	Iteration 20F: 3 clusters Score -1075952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1075958.000000 Penalty: 4347.822266
	Iteration 21Q: 3 clusters Score -1075958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1075961.500000 Penalty: 4347.822266
	Iteration 22Q: 3 clusters Score -1075962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1075964.625000 Penalty: 4347.822266
	Iteration 23Q: 3 clusters Score -1075965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1075965.875000 Penalty: 4347.822266
	Iteration 24Q: 3 clusters Score -1075966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1075963.875000 Penalty: 4347.822266
	Iteration 25Q: 3 clusters Score -1075964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1075969.000000 Penalty: 4347.822266
	Iteration 26Q: 3 clusters Score -1075969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1075968.875000 Penalty: 4347.822266
	Iteration 27Q: 3 clusters Score -1075969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1075968.000000 Penalty: 4347.822266
	Iteration 28Q: 3 clusters Score -1075968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1075968.000000 Penalty: 4347.822266
	Iteration 29F: 3 clusters Score -1075968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Entering Unmasked Estep 
Score: -383258.562500 Penalty: 1934.744995
	Iteration 0F: 2 clusters Score -383258.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -380396.718750 Penalty: 3869.489990
	Iteration 0F: 3 clusters Score -380396.7 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -381104.562500 Penalty: 3869.489990
	Iteration 1F: 3 clusters Score -381104.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -381427.687500 Penalty: 3869.489990
	Iteration 2F: 3 clusters Score -381427.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -381831.312500 Penalty: 3869.489990
	Iteration 3F: 3 clusters Score -381831.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -382281.843750 Penalty: 3869.489990
	Iteration 4F: 3 clusters Score -382281.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -382621.375000 Penalty: 3869.489990
	Iteration 5F: 3 clusters Score -382621.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -382781.906250 Penalty: 3869.489990
	Iteration 6Q: 3 clusters Score -382781.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -382874.468750 Penalty: 3869.489990
	Iteration 7Q: 3 clusters Score -382874.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -382927.125000 Penalty: 3869.489990
	Iteration 8Q: 3 clusters Score -382927.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -382955.468750 Penalty: 3869.489990
	Iteration 9Q: 3 clusters Score -382955.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -382974.281250 Penalty: 3869.489990
	Iteration 10Q: 3 clusters Score -382974.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -382987.968750 Penalty: 3869.489990
	Iteration 11Q: 3 clusters Score -382988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -382995.218750 Penalty: 3869.489990
	Iteration 12Q: 3 clusters Score -382995.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -382998.000000 Penalty: 3869.489990
	Iteration 13Q: 3 clusters Score -382998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -382999.781250 Penalty: 3869.489990
	Iteration 14Q: 3 clusters Score -382999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -383004.687500 Penalty: 3869.489990
	Iteration 15Q: 3 clusters Score -383004.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -383008.281250 Penalty: 3869.489990
	Iteration 16Q: 3 clusters Score -383008.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -383009.468750 Penalty: 3869.489990
	Iteration 17Q: 3 clusters Score -383009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -383011.593750 Penalty: 3869.489990
	Iteration 18Q: 3 clusters Score -383011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -383012.718750 Penalty: 3869.489990
	Iteration 19Q: 3 clusters Score -383012.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -383013.000000 Penalty: 3869.489990
	Iteration 20F: 3 clusters Score -383013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -383013.437500 Penalty: 3869.489990
	Iteration 21Q: 3 clusters Score -383013.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -383014.281250 Penalty: 3869.489990
	Iteration 22Q: 3 clusters Score -383014.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -383014.250000 Penalty: 3869.489990
	Iteration 23Q: 3 clusters Score -383014.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -383014.250000 Penalty: 3869.489990
	Iteration 24F: 3 clusters Score -383014.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Entering Unmasked Estep 
Score: -1093596.250000 Penalty: 2182.166260
	Iteration 0F: 2 clusters Score -1093596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1088125.750000 Penalty: 4364.332520
	Iteration 0F: 3 clusters Score -1088126 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1089841.000000 Penalty: 4364.332520
	Iteration 1F: 3 clusters Score -1089841 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1090245.875000 Penalty: 4364.332520
	Iteration 2F: 3 clusters Score -1090246 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1090555.125000 Penalty: 4364.332520
	Iteration 3F: 3 clusters Score -1090555 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1090766.750000 Penalty: 4364.332520
	Iteration 4F: 3 clusters Score -1090767 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1090880.500000 Penalty: 4364.332520
	Iteration 5Q: 3 clusters Score -1090880 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1090978.750000 Penalty: 4364.332520
	Iteration 6Q: 3 clusters Score -1090979 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1091058.250000 Penalty: 4364.332520
	Iteration 7Q: 3 clusters Score -1091058 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1091114.500000 Penalty: 4364.332520
	Iteration 8Q: 3 clusters Score -1091114 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1091158.750000 Penalty: 4364.332520
	Iteration 9Q: 3 clusters Score -1091159 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1091200.500000 Penalty: 4364.332520
	Iteration 10Q: 3 clusters Score -1091200 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1091233.125000 Penalty: 4364.332520
	Iteration 11Q: 3 clusters Score -1091233 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1091256.750000 Penalty: 4364.332520
	Iteration 12Q: 3 clusters Score -1091257 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1091279.250000 Penalty: 4364.332520
	Iteration 13Q: 3 clusters Score -1091279 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1091295.625000 Penalty: 4364.332520
	Iteration 14Q: 3 clusters Score -1091296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1091307.625000 Penalty: 4364.332520
	Iteration 15Q: 3 clusters Score -1091308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1091314.500000 Penalty: 4364.332520
	Iteration 16Q: 3 clusters Score -1091314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1091319.375000 Penalty: 4364.332520
	Iteration 17Q: 3 clusters Score -1091319 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1091325.375000 Penalty: 4364.332520
	Iteration 18Q: 3 clusters Score -1091325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1091331.750000 Penalty: 4364.332520
	Iteration 19Q: 3 clusters Score -1091332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1091337.375000 Penalty: 4364.332520
	Iteration 20F: 3 clusters Score -1091337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1091343.250000 Penalty: 4364.332520
	Iteration 21Q: 3 clusters Score -1091343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1091343.375000 Penalty: 4364.332520
	Iteration 22Q: 3 clusters Score -1091343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1091348.000000 Penalty: 4364.332520
	Iteration 23Q: 3 clusters Score -1091348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1091353.750000 Penalty: 4364.332520
	Iteration 24Q: 3 clusters Score -1091354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1091357.625000 Penalty: 4364.332520
	Iteration 25Q: 3 clusters Score -1091358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1091363.000000 Penalty: 4364.332520
	Iteration 26Q: 3 clusters Score -1091363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1091365.625000 Penalty: 4364.332520
	Iteration 27Q: 3 clusters Score -1091366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1091370.625000 Penalty: 4364.332520
	Iteration 28Q: 3 clusters Score -1091371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1091376.250000 Penalty: 4364.332520
	Iteration 29Q: 3 clusters Score -1091376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1091383.750000 Penalty: 4364.332520
	Iteration 30Q: 3 clusters Score -1091384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1091387.625000 Penalty: 4364.332520
	Iteration 31Q: 3 clusters Score -1091388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1091392.625000 Penalty: 4364.332520
	Iteration 32Q: 3 clusters Score -1091393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1091398.750000 Penalty: 4364.332520
	Iteration 33Q: 3 clusters Score -1091399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1091402.625000 Penalty: 4364.332520
	Iteration 34Q: 3 clusters Score -1091403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1091410.625000 Penalty: 4364.332520
	Iteration 35Q: 3 clusters Score -1091411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1091419.750000 Penalty: 4364.332520
	Iteration 36Q: 3 clusters Score -1091420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1091425.625000 Penalty: 4364.332520
	Iteration 37Q: 3 clusters Score -1091426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1091435.000000 Penalty: 4364.332520
	Iteration 38Q: 3 clusters Score -1091435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1091444.375000 Penalty: 4364.332520
	Iteration 39Q: 3 clusters Score -1091444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1091451.500000 Penalty: 4364.332520
	Iteration 40F: 3 clusters Score -1091452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1091460.750000 Penalty: 4364.332520
	Iteration 41Q: 3 clusters Score -1091461 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1091471.125000 Penalty: 4364.332520
	Iteration 42Q: 3 clusters Score -1091471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1091483.750000 Penalty: 4364.332520
	Iteration 43Q: 3 clusters Score -1091484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1091494.250000 Penalty: 4364.332520
	Iteration 44Q: 3 clusters Score -1091494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1091508.375000 Penalty: 4364.332520
	Iteration 45Q: 3 clusters Score -1091508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1091521.250000 Penalty: 4364.332520
	Iteration 46Q: 3 clusters Score -1091521 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1091537.375000 Penalty: 4364.332520
	Iteration 47Q: 3 clusters Score -1091537 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1091556.250000 Penalty: 4364.332520
	Iteration 48Q: 3 clusters Score -1091556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1091581.000000 Penalty: 4364.332520
	Iteration 49Q: 3 clusters Score -1091581 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1091612.625000 Penalty: 4364.332520
	Iteration 50Q: 3 clusters Score -1091613 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1091651.375000 Penalty: 4364.332520
	Iteration 51Q: 3 clusters Score -1091651 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1091691.125000 Penalty: 4364.332520
	Iteration 52Q: 3 clusters Score -1091691 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1091738.875000 Penalty: 4364.332520
	Iteration 53Q: 3 clusters Score -1091739 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1091772.125000 Penalty: 4364.332520
	Iteration 54Q: 3 clusters Score -1091772 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1091799.750000 Penalty: 4364.332520
	Iteration 55Q: 3 clusters Score -1091800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1091818.750000 Penalty: 4364.332520
	Iteration 56Q: 3 clusters Score -1091819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1091833.250000 Penalty: 4364.332520
	Iteration 57Q: 3 clusters Score -1091833 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1091845.500000 Penalty: 4364.332520
	Iteration 58Q: 3 clusters Score -1091846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1091864.250000 Penalty: 4364.332520
	Iteration 59Q: 3 clusters Score -1091864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1091870.625000 Penalty: 4364.332520
	Iteration 60F: 3 clusters Score -1091871 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1091889.625000 Penalty: 4364.332520
	Iteration 61Q: 3 clusters Score -1091890 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1091905.125000 Penalty: 4364.332520
	Iteration 62Q: 3 clusters Score -1091905 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1091924.750000 Penalty: 4364.332520
	Iteration 63Q: 3 clusters Score -1091925 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1091952.375000 Penalty: 4364.332520
	Iteration 64Q: 3 clusters Score -1091952 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1091974.000000 Penalty: 4364.332520
	Iteration 65Q: 3 clusters Score -1091974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1091992.125000 Penalty: 4364.332520
	Iteration 66Q: 3 clusters Score -1091992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1092010.125000 Penalty: 4364.332520
	Iteration 67Q: 3 clusters Score -1092010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1092025.375000 Penalty: 4364.332520
	Iteration 68Q: 3 clusters Score -1092025 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1092040.250000 Penalty: 4364.332520
	Iteration 69Q: 3 clusters Score -1092040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1092048.625000 Penalty: 4364.332520
	Iteration 70Q: 3 clusters Score -1092049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1092054.625000 Penalty: 4364.332520
	Iteration 71Q: 3 clusters Score -1092055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1092063.000000 Penalty: 4364.332520
	Iteration 72Q: 3 clusters Score -1092063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1092069.375000 Penalty: 4364.332520
	Iteration 73Q: 3 clusters Score -1092069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1092082.125000 Penalty: 4364.332520
	Iteration 74Q: 3 clusters Score -1092082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1092096.125000 Penalty: 4364.332520
	Iteration 75Q: 3 clusters Score -1092096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1092111.250000 Penalty: 4364.332520
	Iteration 76Q: 3 clusters Score -1092111 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1092124.625000 Penalty: 4364.332520
	Iteration 77Q: 3 clusters Score -1092125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1092133.875000 Penalty: 4364.332520
	Iteration 78Q: 3 clusters Score -1092134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1092144.375000 Penalty: 4364.332520
	Iteration 79Q: 3 clusters Score -1092144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1092177.250000 Penalty: 4364.332520
	Iteration 80F: 3 clusters Score -1092177 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1092239.250000 Penalty: 4364.332520
	Iteration 81Q: 3 clusters Score -1092239 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1092336.250000 Penalty: 4364.332520
	Iteration 82Q: 3 clusters Score -1092336 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1092449.500000 Penalty: 4364.332520
	Iteration 83Q: 3 clusters Score -1092450 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1092544.250000 Penalty: 4364.332520
	Iteration 84Q: 3 clusters Score -1092544 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1092622.250000 Penalty: 4364.332520
	Iteration 85Q: 3 clusters Score -1092622 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1092669.500000 Penalty: 4364.332520
	Iteration 86Q: 3 clusters Score -1092670 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1092706.000000 Penalty: 4364.332520
	Iteration 87Q: 3 clusters Score -1092706 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1092731.375000 Penalty: 4364.332520
	Iteration 88Q: 3 clusters Score -1092731 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1092746.750000 Penalty: 4364.332520
	Iteration 89Q: 3 clusters Score -1092747 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1092760.375000 Penalty: 4364.332520
	Iteration 90Q: 3 clusters Score -1092760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1092775.375000 Penalty: 4364.332520
	Iteration 91Q: 3 clusters Score -1092775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1092790.500000 Penalty: 4364.332520
	Iteration 92Q: 3 clusters Score -1092790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1092803.500000 Penalty: 4364.332520
	Iteration 93Q: 3 clusters Score -1092804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1092815.125000 Penalty: 4364.332520
	Iteration 94Q: 3 clusters Score -1092815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1092821.500000 Penalty: 4364.332520
	Iteration 95Q: 3 clusters Score -1092822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1092831.375000 Penalty: 4364.332520
	Iteration 96Q: 3 clusters Score -1092831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1092836.250000 Penalty: 4364.332520
	Iteration 97Q: 3 clusters Score -1092836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1092841.625000 Penalty: 4364.332520
	Iteration 98Q: 3 clusters Score -1092842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1092844.875000 Penalty: 4364.332520
	Iteration 99Q: 3 clusters Score -1092845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1092851.500000 Penalty: 4364.332520
	Iteration 100F: 3 clusters Score -1092852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1092853.625000 Penalty: 4364.332520
	Iteration 101Q: 3 clusters Score -1092854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1092854.125000 Penalty: 4364.332520
	Iteration 102Q: 3 clusters Score -1092854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1092856.250000 Penalty: 4364.332520
	Iteration 103Q: 3 clusters Score -1092856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1092857.750000 Penalty: 4364.332520
	Iteration 104Q: 3 clusters Score -1092858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1092861.250000 Penalty: 4364.332520
	Iteration 105Q: 3 clusters Score -1092861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1092862.375000 Penalty: 4364.332520
	Iteration 106Q: 3 clusters Score -1092862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1092861.625000 Penalty: 4364.332520
	Iteration 107Q: 3 clusters Score -1092862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1092863.750000 Penalty: 4364.332520
	Iteration 108Q: 3 clusters Score -1092864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1092863.875000 Penalty: 4364.332520
	Iteration 109Q: 3 clusters Score -1092864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1092864.625000 Penalty: 4364.332520
	Iteration 110Q: 3 clusters Score -1092865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1092865.875000 Penalty: 4364.332520
	Iteration 111Q: 3 clusters Score -1092866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1092866.125000 Penalty: 4364.332520
	Iteration 112Q: 3 clusters Score -1092866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1092866.750000 Penalty: 4364.332520
	Iteration 113Q: 3 clusters Score -1092867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1092868.750000 Penalty: 4364.332520
	Iteration 114Q: 3 clusters Score -1092869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1092868.750000 Penalty: 4364.332520
	Iteration 115F: 3 clusters Score -1092869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -337941.718750 Penalty: 1895.821289
	Iteration 0F: 2 clusters Score -337941.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -335299.906250 Penalty: 3791.642578
	Iteration 0F: 3 clusters Score -335299.9 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -335738.343750 Penalty: 3791.642578
	Iteration 1F: 3 clusters Score -335738.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -335855.468750 Penalty: 3791.642578
	Iteration 2F: 3 clusters Score -335855.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -335949.562500 Penalty: 3791.642578
	Iteration 3Q: 3 clusters Score -335949.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -336028.562500 Penalty: 3791.642578
	Iteration 4Q: 3 clusters Score -336028.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -336102.343750 Penalty: 3791.642578
	Iteration 5Q: 3 clusters Score -336102.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -336174.906250 Penalty: 3791.642578
	Iteration 6Q: 3 clusters Score -336174.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -336228.875000 Penalty: 3791.642578
	Iteration 7Q: 3 clusters Score -336228.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -336297.281250 Penalty: 3791.642578
	Iteration 8Q: 3 clusters Score -336297.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -336368.406250 Penalty: 3791.642578
	Iteration 9Q: 3 clusters Score -336368.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -336436.031250 Penalty: 3791.642578
	Iteration 10Q: 3 clusters Score -336436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -336500.656250 Penalty: 3791.642578
	Iteration 11Q: 3 clusters Score -336500.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -336559.468750 Penalty: 3791.642578
	Iteration 12Q: 3 clusters Score -336559.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -336597.968750 Penalty: 3791.642578
	Iteration 13Q: 3 clusters Score -336598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -336628.500000 Penalty: 3791.642578
	Iteration 14Q: 3 clusters Score -336628.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -336660.156250 Penalty: 3791.642578
	Iteration 15Q: 3 clusters Score -336660.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -336691.125000 Penalty: 3791.642578
	Iteration 16Q: 3 clusters Score -336691.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -336724.687500 Penalty: 3791.642578
	Iteration 17Q: 3 clusters Score -336724.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -336762.531250 Penalty: 3791.642578
	Iteration 18Q: 3 clusters Score -336762.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -336795.250000 Penalty: 3791.642578
	Iteration 19Q: 3 clusters Score -336795.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -336832.218750 Penalty: 3791.642578
	Iteration 20F: 3 clusters Score -336832.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -336874.593750 Penalty: 3791.642578
	Iteration 21Q: 3 clusters Score -336874.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -336911.750000 Penalty: 3791.642578
	Iteration 22Q: 3 clusters Score -336911.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -336939.031250 Penalty: 3791.642578
	Iteration 23Q: 3 clusters Score -336939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -336961.218750 Penalty: 3791.642578
	Iteration 24Q: 3 clusters Score -336961.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -336989.281250 Penalty: 3791.642578
	Iteration 25Q: 3 clusters Score -336989.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -337019.062500 Penalty: 3791.642578
	Iteration 26Q: 3 clusters Score -337019.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -337041.531250 Penalty: 3791.642578
	Iteration 27Q: 3 clusters Score -337041.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -337055.000000 Penalty: 3791.642578
	Iteration 28Q: 3 clusters Score -337055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -337064.250000 Penalty: 3791.642578
	Iteration 29Q: 3 clusters Score -337064.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -337069.687500 Penalty: 3791.642578
	Iteration 30Q: 3 clusters Score -337069.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -337083.906250 Penalty: 3791.642578
	Iteration 31Q: 3 clusters Score -337083.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -337100.250000 Penalty: 3791.642578
	Iteration 32Q: 3 clusters Score -337100.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -337107.375000 Penalty: 3791.642578
	Iteration 33Q: 3 clusters Score -337107.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -337108.125000 Penalty: 3791.642578
	Iteration 34Q: 3 clusters Score -337108.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -337108.125000 Penalty: 3791.642578
	Iteration 35F: 3 clusters Score -337108.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -143313.203125 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -143313.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -141448.906250 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -141448.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -141808.625000 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -141808.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -141947.218750 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -141947.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -142027.296875 Penalty: 3378.923096
	Iteration 3Q: 3 clusters Score -142027.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -142052.328125 Penalty: 3378.923096
	Iteration 4Q: 3 clusters Score -142052.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -142066.968750 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -142067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -142080.843750 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -142080.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -142088.265625 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -142088.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -142093.921875 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -142093.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -142099.343750 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -142099.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -142111.078125 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -142111.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -142131.921875 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -142131.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -142149.625000 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -142149.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -142169.375000 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -142169.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -142173.937500 Penalty: 3378.923096
	Iteration 14Q: 3 clusters Score -142173.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -142173.937500 Penalty: 3378.923096
	Iteration 15F: 3 clusters Score -142173.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Entering Unmasked Estep 
Score: -489882.125000 Penalty: 1979.300293
	Iteration 0F: 2 clusters Score -489882.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -486673.843750 Penalty: 3958.600586
	Iteration 0F: 3 clusters Score -486673.8 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -487294.843750 Penalty: 3958.600586
	Iteration 1F: 3 clusters Score -487294.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -487456.375000 Penalty: 3958.600586
	Iteration 2F: 3 clusters Score -487456.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -487544.031250 Penalty: 3958.600586
	Iteration 3Q: 3 clusters Score -487544 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -487597.812500 Penalty: 3958.600586
	Iteration 4Q: 3 clusters Score -487597.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -487644.187500 Penalty: 3958.600586
	Iteration 5Q: 3 clusters Score -487644.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -487681.687500 Penalty: 3958.600586
	Iteration 6Q: 3 clusters Score -487681.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -487719.406250 Penalty: 3958.600586
	Iteration 7Q: 3 clusters Score -487719.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -487751.968750 Penalty: 3958.600586
	Iteration 8Q: 3 clusters Score -487752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -487772.812500 Penalty: 3958.600586
	Iteration 9Q: 3 clusters Score -487772.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -487798.875000 Penalty: 3958.600586
	Iteration 10Q: 3 clusters Score -487798.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -487826.812500 Penalty: 3958.600586
	Iteration 11Q: 3 clusters Score -487826.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -487854.937500 Penalty: 3958.600586
	Iteration 12Q: 3 clusters Score -487854.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -487888.125000 Penalty: 3958.600586
	Iteration 13Q: 3 clusters Score -487888.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -487928.875000 Penalty: 3958.600586
	Iteration 14Q: 3 clusters Score -487928.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -487963.156250 Penalty: 3958.600586
	Iteration 15Q: 3 clusters Score -487963.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -487999.375000 Penalty: 3958.600586
	Iteration 16Q: 3 clusters Score -487999.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -488048.593750 Penalty: 3958.600586
	Iteration 17Q: 3 clusters Score -488048.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -488112.875000 Penalty: 3958.600586
	Iteration 18Q: 3 clusters Score -488112.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -488176.812500 Penalty: 3958.600586
	Iteration 19Q: 3 clusters Score -488176.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -488239.343750 Penalty: 3958.600586
	Iteration 20F: 3 clusters Score -488239.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -488304.062500 Penalty: 3958.600586
	Iteration 21Q: 3 clusters Score -488304.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -488368.531250 Penalty: 3958.600586
	Iteration 22Q: 3 clusters Score -488368.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -488424.656250 Penalty: 3958.600586
	Iteration 23Q: 3 clusters Score -488424.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -488458.656250 Penalty: 3958.600586
	Iteration 24Q: 3 clusters Score -488458.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -488492.531250 Penalty: 3958.600586
	Iteration 25Q: 3 clusters Score -488492.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -488521.843750 Penalty: 3958.600586
	Iteration 26Q: 3 clusters Score -488521.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -488542.531250 Penalty: 3958.600586
	Iteration 27Q: 3 clusters Score -488542.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -488553.531250 Penalty: 3958.600586
	Iteration 28Q: 3 clusters Score -488553.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -488568.125000 Penalty: 3958.600586
	Iteration 29Q: 3 clusters Score -488568.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -488578.531250 Penalty: 3958.600586
	Iteration 30Q: 3 clusters Score -488578.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -488588.187500 Penalty: 3958.600586
	Iteration 31Q: 3 clusters Score -488588.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -488596.625000 Penalty: 3958.600586
	Iteration 32Q: 3 clusters Score -488596.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -488602.250000 Penalty: 3958.600586
	Iteration 33Q: 3 clusters Score -488602.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -488606.250000 Penalty: 3958.600586
	Iteration 34Q: 3 clusters Score -488606.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -488610.093750 Penalty: 3958.600586
	Iteration 35Q: 3 clusters Score -488610.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -488611.687500 Penalty: 3958.600586
	Iteration 36Q: 3 clusters Score -488611.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -488615.437500 Penalty: 3958.600586
	Iteration 37Q: 3 clusters Score -488615.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -488615.437500 Penalty: 3958.600586
	Iteration 38F: 3 clusters Score -488615.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (74205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74205 members 
Entering Unmasked Estep 
Score: -12562652.000000 Penalty: 2781.217529
	Iteration 0F: 2 clusters Score -1.256265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -12516003.000000 Penalty: 5562.435059
	Iteration 0F: 3 clusters Score -1.2516e+07 nChanged 34762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -12535529.000000 Penalty: 5562.435059
	Iteration 1F: 3 clusters Score -1.253553e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -12536147.000000 Penalty: 5562.435059
	Iteration 2Q: 3 clusters Score -1.253615e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -12536983.000000 Penalty: 5562.435059
	Iteration 3Q: 3 clusters Score -1.253698e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -12538079.000000 Penalty: 5562.435059
	Iteration 4Q: 3 clusters Score -1.253808e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -12539314.000000 Penalty: 5562.435059
	Iteration 5Q: 3 clusters Score -1.253931e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -12540826.000000 Penalty: 5562.435059
	Iteration 6Q: 3 clusters Score -1.254083e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -12542404.000000 Penalty: 5562.435059
	Iteration 7F: 3 clusters Score -1.25424e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -12543854.000000 Penalty: 5562.435059
	Iteration 8Q: 3 clusters Score -1.254385e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -12545141.000000 Penalty: 5562.435059
	Iteration 9Q: 3 clusters Score -1.254514e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -12546132.000000 Penalty: 5562.435059
	Iteration 10Q: 3 clusters Score -1.254613e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -12546913.000000 Penalty: 5562.435059
	Iteration 11Q: 3 clusters Score -1.254691e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -12547432.000000 Penalty: 5562.435059
	Iteration 12Q: 3 clusters Score -1.254743e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -12547797.000000 Penalty: 5562.435059
	Iteration 13Q: 3 clusters Score -1.25478e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -12548122.000000 Penalty: 5562.435059
	Iteration 14Q: 3 clusters Score -1.254812e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -12548317.000000 Penalty: 5562.435059
	Iteration 15Q: 3 clusters Score -1.254832e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -12548544.000000 Penalty: 5562.435059
	Iteration 16Q: 3 clusters Score -1.254854e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -12548695.000000 Penalty: 5562.435059
	Iteration 17Q: 3 clusters Score -1.25487e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -12548819.000000 Penalty: 5562.435059
	Iteration 18Q: 3 clusters Score -1.254882e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -12548908.000000 Penalty: 5562.435059
	Iteration 19Q: 3 clusters Score -1.254891e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -12549007.000000 Penalty: 5562.435059
	Iteration 20F: 3 clusters Score -1.254901e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -12549076.000000 Penalty: 5562.435059
	Iteration 21Q: 3 clusters Score -1.254908e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -12549108.000000 Penalty: 5562.435059
	Iteration 22Q: 3 clusters Score -1.254911e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -12549227.000000 Penalty: 5562.435059
	Iteration 23Q: 3 clusters Score -1.254923e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -12549394.000000 Penalty: 5562.435059
	Iteration 24Q: 3 clusters Score -1.254939e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -12549576.000000 Penalty: 5562.435059
	Iteration 25Q: 3 clusters Score -1.254958e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -12549848.000000 Penalty: 5562.435059
	Iteration 26Q: 3 clusters Score -1.254985e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -12549997.000000 Penalty: 5562.435059
	Iteration 27Q: 3 clusters Score -1.255e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -12550273.000000 Penalty: 5562.435059
	Iteration 28Q: 3 clusters Score -1.255027e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -12550713.000000 Penalty: 5562.435059
	Iteration 29Q: 3 clusters Score -1.255071e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -12551312.000000 Penalty: 5562.435059
	Iteration 30Q: 3 clusters Score -1.255131e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -12552008.000000 Penalty: 5562.435059
	Iteration 31Q: 3 clusters Score -1.255201e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -12552949.000000 Penalty: 5562.435059
	Iteration 32Q: 3 clusters Score -1.255295e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -12553973.000000 Penalty: 5562.435059
	Iteration 33Q: 3 clusters Score -1.255397e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -12555309.000000 Penalty: 5562.435059
	Iteration 34Q: 3 clusters Score -1.255531e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57367 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -12556468.000000 Penalty: 5562.435059
	Iteration 35Q: 3 clusters Score -1.255647e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -12557703.000000 Penalty: 5562.435059
	Iteration 36Q: 3 clusters Score -1.25577e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62409 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -12558834.000000 Penalty: 5562.435059
	Iteration 37Q: 3 clusters Score -1.255883e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -12559693.000000 Penalty: 5562.435059
	Iteration 38Q: 3 clusters Score -1.255969e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -12560390.000000 Penalty: 5562.435059
	Iteration 39Q: 3 clusters Score -1.256039e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67374 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -12560892.000000 Penalty: 5562.435059
	Iteration 40F: 3 clusters Score -1.256089e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -12561246.000000 Penalty: 5562.435059
	Iteration 41Q: 3 clusters Score -1.256125e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69023 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -12561474.000000 Penalty: 5562.435059
	Iteration 42Q: 3 clusters Score -1.256147e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69517 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -12561686.000000 Penalty: 5562.435059
	Iteration 43Q: 3 clusters Score -1.256169e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -12561865.000000 Penalty: 5562.435059
	Iteration 44Q: 3 clusters Score -1.256186e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70141 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -12561946.000000 Penalty: 5562.435059
	Iteration 45Q: 3 clusters Score -1.256195e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70355 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -12561977.000000 Penalty: 5562.435059
	Iteration 46Q: 3 clusters Score -1.256198e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70507 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -12562012.000000 Penalty: 5562.435059
	Iteration 47Q: 3 clusters Score -1.256201e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -12562052.000000 Penalty: 5562.435059
	Iteration 48Q: 3 clusters Score -1.256205e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70712 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -12562047.000000 Penalty: 5562.435059
	Iteration 49Q: 3 clusters Score -1.256205e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70798 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -12562052.000000 Penalty: 5562.435059
	Iteration 50Q: 3 clusters Score -1.256205e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70864 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -12562076.000000 Penalty: 5562.435059
	Iteration 51Q: 3 clusters Score -1.256208e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70910 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -12562053.000000 Penalty: 5562.435059
	Iteration 52Q: 3 clusters Score -1.256205e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70947 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -12562052.000000 Penalty: 5562.435059
	Iteration 53Q: 3 clusters Score -1.256205e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70988 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -12562020.000000 Penalty: 5562.435059
	Iteration 54Q: 3 clusters Score -1.256202e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71016 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -12562042.000000 Penalty: 5562.435059
	Iteration 55Q: 3 clusters Score -1.256204e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71042 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -12562050.000000 Penalty: 5562.435059
	Iteration 56Q: 3 clusters Score -1.256205e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71061 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -12562051.000000 Penalty: 5562.435059
	Iteration 57Q: 3 clusters Score -1.256205e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -12562040.000000 Penalty: 5562.435059
	Iteration 58Q: 3 clusters Score -1.256204e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -12562056.000000 Penalty: 5562.435059
	Iteration 59Q: 3 clusters Score -1.256206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71106 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -12562064.000000 Penalty: 5562.435059
	Iteration 60F: 3 clusters Score -1.256206e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71120 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -12562063.000000 Penalty: 5562.435059
	Iteration 61Q: 3 clusters Score -1.256206e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71133 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -12562068.000000 Penalty: 5562.435059
	Iteration 62Q: 3 clusters Score -1.256207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71144 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -12562063.000000 Penalty: 5562.435059
	Iteration 63Q: 3 clusters Score -1.256206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -12562069.000000 Penalty: 5562.435059
	Iteration 64Q: 3 clusters Score -1.256207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71153 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -12562068.000000 Penalty: 5562.435059
	Iteration 65Q: 3 clusters Score -1.256207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71154 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -12562069.000000 Penalty: 5562.435059
	Iteration 66Q: 3 clusters Score -1.256207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71155 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -12562086.000000 Penalty: 5562.435059
	Iteration 67Q: 3 clusters Score -1.256209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -12562078.000000 Penalty: 5562.435059
	Iteration 68Q: 3 clusters Score -1.256208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -12562078.000000 Penalty: 5562.435059
	Iteration 69F: 3 clusters Score -1.256208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Entering Unmasked Estep 
Score: -4342853.000000 Penalty: 2515.624023
	Iteration 0F: 2 clusters Score -4342853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -4325320.500000 Penalty: 5031.248047
	Iteration 0F: 3 clusters Score -4325320 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -4331389.000000 Penalty: 5031.248047
	Iteration 1F: 3 clusters Score -4331389 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -4332100.500000 Penalty: 5031.248047
	Iteration 2F: 3 clusters Score -4332100 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -4332910.500000 Penalty: 5031.248047
	Iteration 3F: 3 clusters Score -4332910 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -4333818.500000 Penalty: 5031.248047
	Iteration 4F: 3 clusters Score -4333818 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -4334780.000000 Penalty: 5031.248047
	Iteration 5F: 3 clusters Score -4334780 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -4335904.000000 Penalty: 5031.248047
	Iteration 6F: 3 clusters Score -4335904 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -4337018.000000 Penalty: 5031.248047
	Iteration 7F: 3 clusters Score -4337018 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -4338026.000000 Penalty: 5031.248047
	Iteration 8F: 3 clusters Score -4338026 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -4338885.500000 Penalty: 5031.248047
	Iteration 9F: 3 clusters Score -4338886 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -4339430.500000 Penalty: 5031.248047
	Iteration 10Q: 3 clusters Score -4339430 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -4339823.000000 Penalty: 5031.248047
	Iteration 11Q: 3 clusters Score -4339823 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -4340112.000000 Penalty: 5031.248047
	Iteration 12Q: 3 clusters Score -4340112 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -4340310.000000 Penalty: 5031.248047
	Iteration 13Q: 3 clusters Score -4340310 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -4340494.500000 Penalty: 5031.248047
	Iteration 14Q: 3 clusters Score -4340494 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -4340651.000000 Penalty: 5031.248047
	Iteration 15Q: 3 clusters Score -4340651 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -4340800.500000 Penalty: 5031.248047
	Iteration 16Q: 3 clusters Score -4340800 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -4340898.500000 Penalty: 5031.248047
	Iteration 17Q: 3 clusters Score -4340898 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -4340982.000000 Penalty: 5031.248047
	Iteration 18Q: 3 clusters Score -4340982 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -4341058.500000 Penalty: 5031.248047
	Iteration 19Q: 3 clusters Score -4341058 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -4341100.000000 Penalty: 5031.248047
	Iteration 20F: 3 clusters Score -4341100 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -4341146.000000 Penalty: 5031.248047
	Iteration 21Q: 3 clusters Score -4341146 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -4341171.000000 Penalty: 5031.248047
	Iteration 22Q: 3 clusters Score -4341171 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -4341177.000000 Penalty: 5031.248047
	Iteration 23Q: 3 clusters Score -4341177 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -4341190.000000 Penalty: 5031.248047
	Iteration 24Q: 3 clusters Score -4341190 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -4341206.000000 Penalty: 5031.248047
	Iteration 25Q: 3 clusters Score -4341206 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -4341210.000000 Penalty: 5031.248047
	Iteration 26Q: 3 clusters Score -4341210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -4341217.000000 Penalty: 5031.248047
	Iteration 27Q: 3 clusters Score -4341217 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -4341203.500000 Penalty: 5031.248047
	Iteration 28Q: 3 clusters Score -4341204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -4341221.000000 Penalty: 5031.248047
	Iteration 29Q: 3 clusters Score -4341221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -4341224.500000 Penalty: 5031.248047
	Iteration 30Q: 3 clusters Score -4341224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -4341221.000000 Penalty: 5031.248047
	Iteration 31Q: 3 clusters Score -4341221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -4341218.000000 Penalty: 5031.248047
	Iteration 32Q: 3 clusters Score -4341218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -4341220.500000 Penalty: 5031.248047
	Iteration 33Q: 3 clusters Score -4341220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -4341225.000000 Penalty: 5031.248047
	Iteration 34Q: 3 clusters Score -4341225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -4341236.000000 Penalty: 5031.248047
	Iteration 35Q: 3 clusters Score -4341236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -4341237.000000 Penalty: 5031.248047
	Iteration 36Q: 3 clusters Score -4341237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -4341243.500000 Penalty: 5031.248047
	Iteration 37Q: 3 clusters Score -4341244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -4341237.500000 Penalty: 5031.248047
	Iteration 38Q: 3 clusters Score -4341238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -4341239.000000 Penalty: 5031.248047
	Iteration 39Q: 3 clusters Score -4341239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -4341242.500000 Penalty: 5031.248047
	Iteration 40F: 3 clusters Score -4341242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -4341231.000000 Penalty: 5031.248047
	Iteration 41Q: 3 clusters Score -4341231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -4341226.000000 Penalty: 5031.248047
	Iteration 42Q: 3 clusters Score -4341226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -4341231.500000 Penalty: 5031.248047
	Iteration 43Q: 3 clusters Score -4341232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -4341228.500000 Penalty: 5031.248047
	Iteration 44Q: 3 clusters Score -4341228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -4341236.500000 Penalty: 5031.248047
	Iteration 45Q: 3 clusters Score -4341236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -4341235.000000 Penalty: 5031.248047
	Iteration 46Q: 3 clusters Score -4341235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -4341230.000000 Penalty: 5031.248047
	Iteration 47Q: 3 clusters Score -4341230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -4341232.500000 Penalty: 5031.248047
	Iteration 48Q: 3 clusters Score -4341232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -4341233.000000 Penalty: 5031.248047
	Iteration 49Q: 3 clusters Score -4341233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -4341237.000000 Penalty: 5031.248047
	Iteration 50Q: 3 clusters Score -4341237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -4341238.500000 Penalty: 5031.248047
	Iteration 51Q: 3 clusters Score -4341238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -4341240.500000 Penalty: 5031.248047
	Iteration 52Q: 3 clusters Score -4341240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -4341238.000000 Penalty: 5031.248047
	Iteration 53Q: 3 clusters Score -4341238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -4341239.500000 Penalty: 5031.248047
	Iteration 54Q: 3 clusters Score -4341240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -4341237.500000 Penalty: 5031.248047
	Iteration 55Q: 3 clusters Score -4341238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -4341238.500000 Penalty: 5031.248047
	Iteration 56Q: 3 clusters Score -4341238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -4341238.500000 Penalty: 5031.248047
	Iteration 57F: 3 clusters Score -4341238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (34383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Entering Unmasked Estep 
Score: -6000662.000000 Penalty: 2590.438721
	Iteration 0F: 2 clusters Score -6000662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -5977226.000000 Penalty: 5180.877441
	Iteration 0F: 3 clusters Score -5977226 nChanged 15676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -5985800.000000 Penalty: 5180.877441
	Iteration 1F: 3 clusters Score -5985800 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -5986165.000000 Penalty: 5180.877441
	Iteration 2Q: 3 clusters Score -5986165 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -5986457.000000 Penalty: 5180.877441
	Iteration 3Q: 3 clusters Score -5986457 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -5986743.500000 Penalty: 5180.877441
	Iteration 4Q: 3 clusters Score -5986744 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -5986993.500000 Penalty: 5180.877441
	Iteration 5Q: 3 clusters Score -5986994 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -5987172.000000 Penalty: 5180.877441
	Iteration 6Q: 3 clusters Score -5987172 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -5987332.500000 Penalty: 5180.877441
	Iteration 7Q: 3 clusters Score -5987332 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -5987525.000000 Penalty: 5180.877441
	Iteration 8Q: 3 clusters Score -5987525 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -5987683.000000 Penalty: 5180.877441
	Iteration 9Q: 3 clusters Score -5987683 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -5987914.000000 Penalty: 5180.877441
	Iteration 10Q: 3 clusters Score -5987914 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -5988108.000000 Penalty: 5180.877441
	Iteration 11Q: 3 clusters Score -5988108 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -5988373.500000 Penalty: 5180.877441
	Iteration 12Q: 3 clusters Score -5988374 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -5988694.500000 Penalty: 5180.877441
	Iteration 13Q: 3 clusters Score -5988694 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -5989222.500000 Penalty: 5180.877441
	Iteration 14Q: 3 clusters Score -5989222 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -5989963.500000 Penalty: 5180.877441
	Iteration 15Q: 3 clusters Score -5989964 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -5990882.000000 Penalty: 5180.877441
	Iteration 16Q: 3 clusters Score -5990882 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -5991820.000000 Penalty: 5180.877441
	Iteration 17Q: 3 clusters Score -5991820 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -5992509.500000 Penalty: 5180.877441
	Iteration 18Q: 3 clusters Score -5992510 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -5992972.500000 Penalty: 5180.877441
	Iteration 19Q: 3 clusters Score -5992972 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -5993251.000000 Penalty: 5180.877441
	Iteration 20F: 3 clusters Score -5993251 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -5993443.500000 Penalty: 5180.877441
	Iteration 21Q: 3 clusters Score -5993444 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -5993639.000000 Penalty: 5180.877441
	Iteration 22Q: 3 clusters Score -5993639 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -5993780.000000 Penalty: 5180.877441
	Iteration 23Q: 3 clusters Score -5993780 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -5993979.500000 Penalty: 5180.877441
	Iteration 24Q: 3 clusters Score -5993980 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -5994203.500000 Penalty: 5180.877441
	Iteration 25Q: 3 clusters Score -5994204 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -5994437.500000 Penalty: 5180.877441
	Iteration 26Q: 3 clusters Score -5994438 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -5994707.000000 Penalty: 5180.877441
	Iteration 27Q: 3 clusters Score -5994707 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -5994989.500000 Penalty: 5180.877441
	Iteration 28Q: 3 clusters Score -5994990 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -5995298.500000 Penalty: 5180.877441
	Iteration 29Q: 3 clusters Score -5995298 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -5995597.000000 Penalty: 5180.877441
	Iteration 30Q: 3 clusters Score -5995597 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -5995881.500000 Penalty: 5180.877441
	Iteration 31Q: 3 clusters Score -5995882 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -5996181.000000 Penalty: 5180.877441
	Iteration 32Q: 3 clusters Score -5996181 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -5996454.500000 Penalty: 5180.877441
	Iteration 33Q: 3 clusters Score -5996454 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -5996760.500000 Penalty: 5180.877441
	Iteration 34Q: 3 clusters Score -5996760 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -5997022.000000 Penalty: 5180.877441
	Iteration 35Q: 3 clusters Score -5997022 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -5997230.000000 Penalty: 5180.877441
	Iteration 36Q: 3 clusters Score -5997230 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -5997423.500000 Penalty: 5180.877441
	Iteration 37Q: 3 clusters Score -5997424 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -5997580.500000 Penalty: 5180.877441
	Iteration 38Q: 3 clusters Score -5997580 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -5997754.500000 Penalty: 5180.877441
	Iteration 39Q: 3 clusters Score -5997754 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -5997907.000000 Penalty: 5180.877441
	Iteration 40F: 3 clusters Score -5997907 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -5998037.000000 Penalty: 5180.877441
	Iteration 41Q: 3 clusters Score -5998037 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -5998123.000000 Penalty: 5180.877441
	Iteration 42Q: 3 clusters Score -5998123 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -5998191.000000 Penalty: 5180.877441
	Iteration 43Q: 3 clusters Score -5998191 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -5998220.500000 Penalty: 5180.877441
	Iteration 44Q: 3 clusters Score -5998220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -5998266.500000 Penalty: 5180.877441
	Iteration 45Q: 3 clusters Score -5998266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -5998300.000000 Penalty: 5180.877441
	Iteration 46Q: 3 clusters Score -5998300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -5998321.500000 Penalty: 5180.877441
	Iteration 47Q: 3 clusters Score -5998322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -5998336.000000 Penalty: 5180.877441
	Iteration 48Q: 3 clusters Score -5998336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -5998334.000000 Penalty: 5180.877441
	Iteration 49Q: 3 clusters Score -5998334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -5998338.500000 Penalty: 5180.877441
	Iteration 50Q: 3 clusters Score -5998338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -5998350.000000 Penalty: 5180.877441
	Iteration 51Q: 3 clusters Score -5998350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -5998348.500000 Penalty: 5180.877441
	Iteration 52Q: 3 clusters Score -5998348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -5998359.500000 Penalty: 5180.877441
	Iteration 53Q: 3 clusters Score -5998360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -5998356.500000 Penalty: 5180.877441
	Iteration 54Q: 3 clusters Score -5998356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -5998367.500000 Penalty: 5180.877441
	Iteration 55Q: 3 clusters Score -5998368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -5998367.000000 Penalty: 5180.877441
	Iteration 56Q: 3 clusters Score -5998367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -5998368.500000 Penalty: 5180.877441
	Iteration 57Q: 3 clusters Score -5998368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -5998367.000000 Penalty: 5180.877441
	Iteration 58Q: 3 clusters Score -5998367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -5998374.500000 Penalty: 5180.877441
	Iteration 59Q: 3 clusters Score -5998374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -5998371.000000 Penalty: 5180.877441
	Iteration 60F: 3 clusters Score -5998371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -5998372.000000 Penalty: 5180.877441
	Iteration 61Q: 3 clusters Score -5998372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -5998372.000000 Penalty: 5180.877441
	Iteration 62Q: 3 clusters Score -5998372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -5998375.500000 Penalty: 5180.877441
	Iteration 63Q: 3 clusters Score -5998376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -5998374.000000 Penalty: 5180.877441
	Iteration 64Q: 3 clusters Score -5998374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -5998377.500000 Penalty: 5180.877441
	Iteration 65Q: 3 clusters Score -5998378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -5998388.000000 Penalty: 5180.877441
	Iteration 66Q: 3 clusters Score -5998388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -5998392.000000 Penalty: 5180.877441
	Iteration 67Q: 3 clusters Score -5998392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -5998390.500000 Penalty: 5180.877441
	Iteration 68Q: 3 clusters Score -5998390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -5998396.500000 Penalty: 5180.877441
	Iteration 69Q: 3 clusters Score -5998396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -5998401.000000 Penalty: 5180.877441
	Iteration 70Q: 3 clusters Score -5998401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -5998398.000000 Penalty: 5180.877441
	Iteration 71Q: 3 clusters Score -5998398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -5998412.000000 Penalty: 5180.877441
	Iteration 72Q: 3 clusters Score -5998412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -5998404.000000 Penalty: 5180.877441
	Iteration 73Q: 3 clusters Score -5998404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -5998408.000000 Penalty: 5180.877441
	Iteration 74Q: 3 clusters Score -5998408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -5998408.000000 Penalty: 5180.877441
	Iteration 75F: 3 clusters Score -5998408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (26022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Entering Unmasked Estep 
Score: -4476091.500000 Penalty: 2521.341064
	Iteration 0F: 2 clusters Score -4476092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -4458017.000000 Penalty: 5042.682129
	Iteration 0F: 3 clusters Score -4458017 nChanged 11712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -4464760.000000 Penalty: 5042.682129
	Iteration 1F: 3 clusters Score -4464760 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -4465780.000000 Penalty: 5042.682129
	Iteration 2F: 3 clusters Score -4465780 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -4467108.000000 Penalty: 5042.682129
	Iteration 3F: 3 clusters Score -4467108 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -4468601.500000 Penalty: 5042.682129
	Iteration 4F: 3 clusters Score -4468602 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -4470094.500000 Penalty: 5042.682129
	Iteration 5F: 3 clusters Score -4470094 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -4471416.000000 Penalty: 5042.682129
	Iteration 6F: 3 clusters Score -4471416 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -4472502.500000 Penalty: 5042.682129
	Iteration 7Q: 3 clusters Score -4472502 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -4473388.000000 Penalty: 5042.682129
	Iteration 8Q: 3 clusters Score -4473388 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -4473792.500000 Penalty: 5042.682129
	Iteration 9Q: 3 clusters Score -4473792 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -4473973.000000 Penalty: 5042.682129
	Iteration 10Q: 3 clusters Score -4473973 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -4474090.500000 Penalty: 5042.682129
	Iteration 11Q: 3 clusters Score -4474090 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -4474148.000000 Penalty: 5042.682129
	Iteration 12Q: 3 clusters Score -4474148 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -4474192.000000 Penalty: 5042.682129
	Iteration 13Q: 3 clusters Score -4474192 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -4474231.500000 Penalty: 5042.682129
	Iteration 14Q: 3 clusters Score -4474232 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -4474260.500000 Penalty: 5042.682129
	Iteration 15Q: 3 clusters Score -4474260 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -4474281.000000 Penalty: 5042.682129
	Iteration 16Q: 3 clusters Score -4474281 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -4474313.500000 Penalty: 5042.682129
	Iteration 17Q: 3 clusters Score -4474314 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -4474334.000000 Penalty: 5042.682129
	Iteration 18Q: 3 clusters Score -4474334 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -4474364.500000 Penalty: 5042.682129
	Iteration 19Q: 3 clusters Score -4474364 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -4474413.500000 Penalty: 5042.682129
	Iteration 20F: 3 clusters Score -4474414 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -4474425.500000 Penalty: 5042.682129
	Iteration 21Q: 3 clusters Score -4474426 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -4474446.000000 Penalty: 5042.682129
	Iteration 22Q: 3 clusters Score -4474446 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -4474455.000000 Penalty: 5042.682129
	Iteration 23Q: 3 clusters Score -4474455 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -4474485.000000 Penalty: 5042.682129
	Iteration 24Q: 3 clusters Score -4474485 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -4474504.000000 Penalty: 5042.682129
	Iteration 25Q: 3 clusters Score -4474504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -4474514.500000 Penalty: 5042.682129
	Iteration 26Q: 3 clusters Score -4474514 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -4474525.500000 Penalty: 5042.682129
	Iteration 27Q: 3 clusters Score -4474526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -4474541.000000 Penalty: 5042.682129
	Iteration 28Q: 3 clusters Score -4474541 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -4474547.500000 Penalty: 5042.682129
	Iteration 29Q: 3 clusters Score -4474548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -4474553.000000 Penalty: 5042.682129
	Iteration 30Q: 3 clusters Score -4474553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -4474565.500000 Penalty: 5042.682129
	Iteration 31Q: 3 clusters Score -4474566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -4474560.500000 Penalty: 5042.682129
	Iteration 32Q: 3 clusters Score -4474560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -4474577.500000 Penalty: 5042.682129
	Iteration 33Q: 3 clusters Score -4474578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -4474585.500000 Penalty: 5042.682129
	Iteration 34Q: 3 clusters Score -4474586 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -4474594.500000 Penalty: 5042.682129
	Iteration 35Q: 3 clusters Score -4474594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -4474611.000000 Penalty: 5042.682129
	Iteration 36Q: 3 clusters Score -4474611 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -4474600.500000 Penalty: 5042.682129
	Iteration 37Q: 3 clusters Score -4474600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -4474608.000000 Penalty: 5042.682129
	Iteration 38Q: 3 clusters Score -4474608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -4474614.500000 Penalty: 5042.682129
	Iteration 39Q: 3 clusters Score -4474614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -4474616.500000 Penalty: 5042.682129
	Iteration 40F: 3 clusters Score -4474616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -4474627.500000 Penalty: 5042.682129
	Iteration 41Q: 3 clusters Score -4474628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -4474624.500000 Penalty: 5042.682129
	Iteration 42Q: 3 clusters Score -4474624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -4474627.000000 Penalty: 5042.682129
	Iteration 43Q: 3 clusters Score -4474627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -4474631.500000 Penalty: 5042.682129
	Iteration 44Q: 3 clusters Score -4474632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -4474629.000000 Penalty: 5042.682129
	Iteration 45Q: 3 clusters Score -4474629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -4474637.500000 Penalty: 5042.682129
	Iteration 46Q: 3 clusters Score -4474638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -4474635.500000 Penalty: 5042.682129
	Iteration 47Q: 3 clusters Score -4474636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -4474632.000000 Penalty: 5042.682129
	Iteration 48Q: 3 clusters Score -4474632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -4474632.500000 Penalty: 5042.682129
	Iteration 49Q: 3 clusters Score -4474632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -4474631.000000 Penalty: 5042.682129
	Iteration 50Q: 3 clusters Score -4474631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -4474631.000000 Penalty: 5042.682129
	Iteration 51Q: 3 clusters Score -4474631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -4474633.500000 Penalty: 5042.682129
	Iteration 52Q: 3 clusters Score -4474634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -4474635.500000 Penalty: 5042.682129
	Iteration 53Q: 3 clusters Score -4474636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -4474640.000000 Penalty: 5042.682129
	Iteration 54Q: 3 clusters Score -4474640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -4474636.000000 Penalty: 5042.682129
	Iteration 55Q: 3 clusters Score -4474636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -4474646.000000 Penalty: 5042.682129
	Iteration 56Q: 3 clusters Score -4474646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -4474646.500000 Penalty: 5042.682129
	Iteration 57Q: 3 clusters Score -4474646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -4474645.000000 Penalty: 5042.682129
	Iteration 58Q: 3 clusters Score -4474645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -4474645.000000 Penalty: 5042.682129
	Iteration 59Q: 3 clusters Score -4474645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -4474657.000000 Penalty: 5042.682129
	Iteration 60F: 3 clusters Score -4474657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -4474659.500000 Penalty: 5042.682129
	Iteration 61Q: 3 clusters Score -4474660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -4474655.500000 Penalty: 5042.682129
	Iteration 62Q: 3 clusters Score -4474656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -4474658.500000 Penalty: 5042.682129
	Iteration 63Q: 3 clusters Score -4474658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -4474655.500000 Penalty: 5042.682129
	Iteration 64Q: 3 clusters Score -4474656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -4474650.500000 Penalty: 5042.682129
	Iteration 65Q: 3 clusters Score -4474650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -4474651.500000 Penalty: 5042.682129
	Iteration 66Q: 3 clusters Score -4474652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -4474655.500000 Penalty: 5042.682129
	Iteration 67Q: 3 clusters Score -4474656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -4474649.500000 Penalty: 5042.682129
	Iteration 68Q: 3 clusters Score -4474650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -4474649.500000 Penalty: 5042.682129
	Iteration 69F: 3 clusters Score -4474650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (32802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Entering Unmasked Estep 
Score: -5556803.000000 Penalty: 2578.764648
	Iteration 0F: 2 clusters Score -5556803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -5534240.000000 Penalty: 5157.529297
	Iteration 0F: 3 clusters Score -5534240 nChanged 14992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -5542516.000000 Penalty: 5157.529297
	Iteration 1F: 3 clusters Score -5542516 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -5543275.000000 Penalty: 5157.529297
	Iteration 2F: 3 clusters Score -5543275 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -5544260.500000 Penalty: 5157.529297
	Iteration 3F: 3 clusters Score -5544260 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -5545431.500000 Penalty: 5157.529297
	Iteration 4F: 3 clusters Score -5545432 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -5546639.500000 Penalty: 5157.529297
	Iteration 5F: 3 clusters Score -5546640 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -5547751.000000 Penalty: 5157.529297
	Iteration 6F: 3 clusters Score -5547751 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -5548684.000000 Penalty: 5157.529297
	Iteration 7F: 3 clusters Score -5548684 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -5549500.500000 Penalty: 5157.529297
	Iteration 8Q: 3 clusters Score -5549500 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -5550319.500000 Penalty: 5157.529297
	Iteration 9Q: 3 clusters Score -5550320 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -5551141.000000 Penalty: 5157.529297
	Iteration 10Q: 3 clusters Score -5551141 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -5551953.500000 Penalty: 5157.529297
	Iteration 11Q: 3 clusters Score -5551954 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -5552638.500000 Penalty: 5157.529297
	Iteration 12Q: 3 clusters Score -5552638 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -5553120.000000 Penalty: 5157.529297
	Iteration 13Q: 3 clusters Score -5553120 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -5553435.500000 Penalty: 5157.529297
	Iteration 14Q: 3 clusters Score -5553436 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -5553731.500000 Penalty: 5157.529297
	Iteration 15Q: 3 clusters Score -5553732 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -5553952.000000 Penalty: 5157.529297
	Iteration 16Q: 3 clusters Score -5553952 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -5554186.000000 Penalty: 5157.529297
	Iteration 17Q: 3 clusters Score -5554186 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -5554446.000000 Penalty: 5157.529297
	Iteration 18Q: 3 clusters Score -5554446 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -5554735.000000 Penalty: 5157.529297
	Iteration 19Q: 3 clusters Score -5554735 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -5555046.000000 Penalty: 5157.529297
	Iteration 20F: 3 clusters Score -5555046 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -5555328.000000 Penalty: 5157.529297
	Iteration 21Q: 3 clusters Score -5555328 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -5555655.500000 Penalty: 5157.529297
	Iteration 22Q: 3 clusters Score -5555656 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -5555970.000000 Penalty: 5157.529297
	Iteration 23Q: 3 clusters Score -5555970 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -5556205.500000 Penalty: 5157.529297
	Iteration 24Q: 3 clusters Score -5556206 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -5556357.000000 Penalty: 5157.529297
	Iteration 25Q: 3 clusters Score -5556357 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -5556480.000000 Penalty: 5157.529297
	Iteration 26Q: 3 clusters Score -5556480 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -5556554.500000 Penalty: 5157.529297
	Iteration 27Q: 3 clusters Score -5556554 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -5556626.000000 Penalty: 5157.529297
	Iteration 28Q: 3 clusters Score -5556626 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -5556673.000000 Penalty: 5157.529297
	Iteration 29Q: 3 clusters Score -5556673 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -5556703.000000 Penalty: 5157.529297
	Iteration 30Q: 3 clusters Score -5556703 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -5556735.500000 Penalty: 5157.529297
	Iteration 31Q: 3 clusters Score -5556736 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -5556748.000000 Penalty: 5157.529297
	Iteration 32Q: 3 clusters Score -5556748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -5556746.000000 Penalty: 5157.529297
	Iteration 33Q: 3 clusters Score -5556746 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -5556742.000000 Penalty: 5157.529297
	Iteration 34Q: 3 clusters Score -5556742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -5556755.500000 Penalty: 5157.529297
	Iteration 35Q: 3 clusters Score -5556756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -5556761.000000 Penalty: 5157.529297
	Iteration 36Q: 3 clusters Score -5556761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -5556766.000000 Penalty: 5157.529297
	Iteration 37Q: 3 clusters Score -5556766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -5556771.500000 Penalty: 5157.529297
	Iteration 38Q: 3 clusters Score -5556772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -5556764.500000 Penalty: 5157.529297
	Iteration 39Q: 3 clusters Score -5556764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -5556768.500000 Penalty: 5157.529297
	Iteration 40F: 3 clusters Score -5556768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -5556768.000000 Penalty: 5157.529297
	Iteration 41Q: 3 clusters Score -5556768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -5556769.500000 Penalty: 5157.529297
	Iteration 42Q: 3 clusters Score -5556770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -5556771.500000 Penalty: 5157.529297
	Iteration 43Q: 3 clusters Score -5556772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -5556761.000000 Penalty: 5157.529297
	Iteration 44Q: 3 clusters Score -5556761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -5556766.500000 Penalty: 5157.529297
	Iteration 45Q: 3 clusters Score -5556766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -5556767.500000 Penalty: 5157.529297
	Iteration 46Q: 3 clusters Score -5556768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -5556764.000000 Penalty: 5157.529297
	Iteration 47Q: 3 clusters Score -5556764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -5556768.000000 Penalty: 5157.529297
	Iteration 48Q: 3 clusters Score -5556768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -5556765.500000 Penalty: 5157.529297
	Iteration 49Q: 3 clusters Score -5556766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -5556776.000000 Penalty: 5157.529297
	Iteration 50Q: 3 clusters Score -5556776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -5556782.000000 Penalty: 5157.529297
	Iteration 51Q: 3 clusters Score -5556782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -5556779.000000 Penalty: 5157.529297
	Iteration 52Q: 3 clusters Score -5556779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -5556784.500000 Penalty: 5157.529297
	Iteration 53Q: 3 clusters Score -5556784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -5556793.500000 Penalty: 5157.529297
	Iteration 54Q: 3 clusters Score -5556794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -5556792.000000 Penalty: 5157.529297
	Iteration 55Q: 3 clusters Score -5556792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -5556787.500000 Penalty: 5157.529297
	Iteration 56Q: 3 clusters Score -5556788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -5556787.000000 Penalty: 5157.529297
	Iteration 57Q: 3 clusters Score -5556787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -5556791.500000 Penalty: 5157.529297
	Iteration 58Q: 3 clusters Score -5556792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -5556791.000000 Penalty: 5157.529297
	Iteration 59Q: 3 clusters Score -5556791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -5556791.000000 Penalty: 5157.529297
	Iteration 60F: 3 clusters Score -5556791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Entering Unmasked Estep 
Score: -747128.437500 Penalty: 2083.697754
	Iteration 0F: 2 clusters Score -747128.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -742871.687500 Penalty: 4167.395508
	Iteration 0F: 3 clusters Score -742871.7 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -743842.687500 Penalty: 4167.395508
	Iteration 1F: 3 clusters Score -743842.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -744074.500000 Penalty: 4167.395508
	Iteration 2F: 3 clusters Score -744074.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -744230.312500 Penalty: 4167.395508
	Iteration 3F: 3 clusters Score -744230.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -744340.812500 Penalty: 4167.395508
	Iteration 4Q: 3 clusters Score -744340.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -744434.125000 Penalty: 4167.395508
	Iteration 5Q: 3 clusters Score -744434.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -744506.000000 Penalty: 4167.395508
	Iteration 6Q: 3 clusters Score -744506 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -744557.250000 Penalty: 4167.395508
	Iteration 7Q: 3 clusters Score -744557.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -744603.562500 Penalty: 4167.395508
	Iteration 8Q: 3 clusters Score -744603.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -744638.812500 Penalty: 4167.395508
	Iteration 9Q: 3 clusters Score -744638.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -744670.062500 Penalty: 4167.395508
	Iteration 10Q: 3 clusters Score -744670.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -744708.562500 Penalty: 4167.395508
	Iteration 11Q: 3 clusters Score -744708.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -744739.750000 Penalty: 4167.395508
	Iteration 12Q: 3 clusters Score -744739.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -744768.875000 Penalty: 4167.395508
	Iteration 13Q: 3 clusters Score -744768.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -744794.687500 Penalty: 4167.395508
	Iteration 14Q: 3 clusters Score -744794.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -744824.250000 Penalty: 4167.395508
	Iteration 15Q: 3 clusters Score -744824.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -744862.375000 Penalty: 4167.395508
	Iteration 16Q: 3 clusters Score -744862.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -744900.875000 Penalty: 4167.395508
	Iteration 17Q: 3 clusters Score -744900.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -744930.687500 Penalty: 4167.395508
	Iteration 18Q: 3 clusters Score -744930.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -744960.750000 Penalty: 4167.395508
	Iteration 19Q: 3 clusters Score -744960.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -744994.125000 Penalty: 4167.395508
	Iteration 20F: 3 clusters Score -744994.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -745037.312500 Penalty: 4167.395508
	Iteration 21Q: 3 clusters Score -745037.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -745091.375000 Penalty: 4167.395508
	Iteration 22Q: 3 clusters Score -745091.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -745151.125000 Penalty: 4167.395508
	Iteration 23Q: 3 clusters Score -745151.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -745243.375000 Penalty: 4167.395508
	Iteration 24Q: 3 clusters Score -745243.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -745351.250000 Penalty: 4167.395508
	Iteration 25Q: 3 clusters Score -745351.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -745458.062500 Penalty: 4167.395508
	Iteration 26Q: 3 clusters Score -745458.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -745551.375000 Penalty: 4167.395508
	Iteration 27Q: 3 clusters Score -745551.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -745665.312500 Penalty: 4167.395508
	Iteration 28Q: 3 clusters Score -745665.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -745771.625000 Penalty: 4167.395508
	Iteration 29Q: 3 clusters Score -745771.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -745836.187500 Penalty: 4167.395508
	Iteration 30Q: 3 clusters Score -745836.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -745886.687500 Penalty: 4167.395508
	Iteration 31Q: 3 clusters Score -745886.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -745923.562500 Penalty: 4167.395508
	Iteration 32Q: 3 clusters Score -745923.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -745939.000000 Penalty: 4167.395508
	Iteration 33Q: 3 clusters Score -745939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -745953.562500 Penalty: 4167.395508
	Iteration 34Q: 3 clusters Score -745953.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -745963.312500 Penalty: 4167.395508
	Iteration 35Q: 3 clusters Score -745963.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -745969.812500 Penalty: 4167.395508
	Iteration 36Q: 3 clusters Score -745969.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -745977.562500 Penalty: 4167.395508
	Iteration 37Q: 3 clusters Score -745977.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -745981.687500 Penalty: 4167.395508
	Iteration 38Q: 3 clusters Score -745981.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -745992.125000 Penalty: 4167.395508
	Iteration 39Q: 3 clusters Score -745992.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -746007.062500 Penalty: 4167.395508
	Iteration 40F: 3 clusters Score -746007.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -746016.375000 Penalty: 4167.395508
	Iteration 41Q: 3 clusters Score -746016.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -746023.250000 Penalty: 4167.395508
	Iteration 42Q: 3 clusters Score -746023.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -746027.875000 Penalty: 4167.395508
	Iteration 43Q: 3 clusters Score -746027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -746030.625000 Penalty: 4167.395508
	Iteration 44Q: 3 clusters Score -746030.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -746032.250000 Penalty: 4167.395508
	Iteration 45Q: 3 clusters Score -746032.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -746036.125000 Penalty: 4167.395508
	Iteration 46Q: 3 clusters Score -746036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -746037.312500 Penalty: 4167.395508
	Iteration 47Q: 3 clusters Score -746037.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -746039.375000 Penalty: 4167.395508
	Iteration 48Q: 3 clusters Score -746039.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -746040.875000 Penalty: 4167.395508
	Iteration 49Q: 3 clusters Score -746040.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -746042.187500 Penalty: 4167.395508
	Iteration 50Q: 3 clusters Score -746042.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -746043.125000 Penalty: 4167.395508
	Iteration 51Q: 3 clusters Score -746043.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -746043.250000 Penalty: 4167.395508
	Iteration 52Q: 3 clusters Score -746043.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -746043.250000 Penalty: 4167.395508
	Iteration 53F: 3 clusters Score -746043.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Entering Unmasked Estep 
Score: -379102.218750 Penalty: 1919.468994
	Iteration 0F: 2 clusters Score -379102.2 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 1148 members 
Entering Unmasked Estep 
Score: -376324.062500 Penalty: 3838.937988
	Iteration 0F: 3 clusters Score -376324.1 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -376922.156250 Penalty: 3838.937988
	Iteration 1F: 3 clusters Score -376922.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -377127.718750 Penalty: 3838.937988
	Iteration 2F: 3 clusters Score -377127.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -377279.937500 Penalty: 3838.937988
	Iteration 3F: 3 clusters Score -377279.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -377418.875000 Penalty: 3838.937988
	Iteration 4F: 3 clusters Score -377418.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -377543.531250 Penalty: 3838.937988
	Iteration 5F: 3 clusters Score -377543.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -377696.468750 Penalty: 3838.937988
	Iteration 6F: 3 clusters Score -377696.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -377841.437500 Penalty: 3838.937988
	Iteration 7Q: 3 clusters Score -377841.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -377962.031250 Penalty: 3838.937988
	Iteration 8Q: 3 clusters Score -377962 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -378067.281250 Penalty: 3838.937988
	Iteration 9Q: 3 clusters Score -378067.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -378111.093750 Penalty: 3838.937988
	Iteration 10Q: 3 clusters Score -378111.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -378146.500000 Penalty: 3838.937988
	Iteration 11Q: 3 clusters Score -378146.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -378176.937500 Penalty: 3838.937988
	Iteration 12Q: 3 clusters Score -378176.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -378202.625000 Penalty: 3838.937988
	Iteration 13Q: 3 clusters Score -378202.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -378223.156250 Penalty: 3838.937988
	Iteration 14Q: 3 clusters Score -378223.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -378236.750000 Penalty: 3838.937988
	Iteration 15Q: 3 clusters Score -378236.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -378245.187500 Penalty: 3838.937988
	Iteration 16Q: 3 clusters Score -378245.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -378251.375000 Penalty: 3838.937988
	Iteration 17Q: 3 clusters Score -378251.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -378259.593750 Penalty: 3838.937988
	Iteration 18Q: 3 clusters Score -378259.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -378269.781250 Penalty: 3838.937988
	Iteration 19Q: 3 clusters Score -378269.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -378280.562500 Penalty: 3838.937988
	Iteration 20F: 3 clusters Score -378280.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -378288.968750 Penalty: 3838.937988
	Iteration 21Q: 3 clusters Score -378289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -378307.750000 Penalty: 3838.937988
	Iteration 22Q: 3 clusters Score -378307.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -378321.562500 Penalty: 3838.937988
	Iteration 23Q: 3 clusters Score -378321.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -378336.718750 Penalty: 3838.937988
	Iteration 24Q: 3 clusters Score -378336.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -378347.093750 Penalty: 3838.937988
	Iteration 25Q: 3 clusters Score -378347.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -378356.281250 Penalty: 3838.937988
	Iteration 26Q: 3 clusters Score -378356.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -378358.343750 Penalty: 3838.937988
	Iteration 27Q: 3 clusters Score -378358.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -378361.250000 Penalty: 3838.937988
	Iteration 28Q: 3 clusters Score -378361.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -378362.937500 Penalty: 3838.937988
	Iteration 29Q: 3 clusters Score -378362.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -378365.343750 Penalty: 3838.937988
	Iteration 30Q: 3 clusters Score -378365.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -378366.531250 Penalty: 3838.937988
	Iteration 31Q: 3 clusters Score -378366.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -378369.375000 Penalty: 3838.937988
	Iteration 32Q: 3 clusters Score -378369.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -378371.875000 Penalty: 3838.937988
	Iteration 33Q: 3 clusters Score -378371.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -378371.875000 Penalty: 3838.937988
	Iteration 34F: 3 clusters Score -378371.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Entering Unmasked Estep 
Score: -696021.500000 Penalty: 2074.166748
	Iteration 0F: 2 clusters Score -696021.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -691995.687500 Penalty: 4148.333496
	Iteration 0F: 3 clusters Score -691995.7 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -693019.062500 Penalty: 4148.333496
	Iteration 1F: 3 clusters Score -693019.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -693297.062500 Penalty: 4148.333496
	Iteration 2F: 3 clusters Score -693297.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -693470.187500 Penalty: 4148.333496
	Iteration 3F: 3 clusters Score -693470.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -693598.875000 Penalty: 4148.333496
	Iteration 4Q: 3 clusters Score -693598.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -693687.625000 Penalty: 4148.333496
	Iteration 5Q: 3 clusters Score -693687.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -693784.562500 Penalty: 4148.333496
	Iteration 6Q: 3 clusters Score -693784.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -693890.125000 Penalty: 4148.333496
	Iteration 7Q: 3 clusters Score -693890.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -694000.500000 Penalty: 4148.333496
	Iteration 8Q: 3 clusters Score -694000.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -694094.000000 Penalty: 4148.333496
	Iteration 9Q: 3 clusters Score -694094 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -694167.437500 Penalty: 4148.333496
	Iteration 10Q: 3 clusters Score -694167.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -694231.437500 Penalty: 4148.333496
	Iteration 11Q: 3 clusters Score -694231.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -694285.812500 Penalty: 4148.333496
	Iteration 12Q: 3 clusters Score -694285.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -694326.875000 Penalty: 4148.333496
	Iteration 13Q: 3 clusters Score -694326.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -694358.375000 Penalty: 4148.333496
	Iteration 14Q: 3 clusters Score -694358.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -694384.187500 Penalty: 4148.333496
	Iteration 15Q: 3 clusters Score -694384.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -694404.000000 Penalty: 4148.333496
	Iteration 16Q: 3 clusters Score -694404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -694425.750000 Penalty: 4148.333496
	Iteration 17Q: 3 clusters Score -694425.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -694442.687500 Penalty: 4148.333496
	Iteration 18Q: 3 clusters Score -694442.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -694453.437500 Penalty: 4148.333496
	Iteration 19Q: 3 clusters Score -694453.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -694461.250000 Penalty: 4148.333496
	Iteration 20F: 3 clusters Score -694461.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -694466.875000 Penalty: 4148.333496
	Iteration 21Q: 3 clusters Score -694466.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -694474.875000 Penalty: 4148.333496
	Iteration 22Q: 3 clusters Score -694474.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -694478.000000 Penalty: 4148.333496
	Iteration 23Q: 3 clusters Score -694478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -694481.625000 Penalty: 4148.333496
	Iteration 24Q: 3 clusters Score -694481.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -694483.625000 Penalty: 4148.333496
	Iteration 25Q: 3 clusters Score -694483.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -694487.562500 Penalty: 4148.333496
	Iteration 26Q: 3 clusters Score -694487.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -694490.437500 Penalty: 4148.333496
	Iteration 27Q: 3 clusters Score -694490.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -694492.250000 Penalty: 4148.333496
	Iteration 28Q: 3 clusters Score -694492.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -694493.312500 Penalty: 4148.333496
	Iteration 29Q: 3 clusters Score -694493.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -694498.812500 Penalty: 4148.333496
	Iteration 30Q: 3 clusters Score -694498.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -694499.750000 Penalty: 4148.333496
	Iteration 31Q: 3 clusters Score -694499.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -694502.250000 Penalty: 4148.333496
	Iteration 32Q: 3 clusters Score -694502.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -694505.812500 Penalty: 4148.333496
	Iteration 33Q: 3 clusters Score -694505.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -694507.062500 Penalty: 4148.333496
	Iteration 34Q: 3 clusters Score -694507.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -694508.375000 Penalty: 4148.333496
	Iteration 35Q: 3 clusters Score -694508.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -694510.250000 Penalty: 4148.333496
	Iteration 36Q: 3 clusters Score -694510.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -694513.812500 Penalty: 4148.333496
	Iteration 37Q: 3 clusters Score -694513.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -694515.562500 Penalty: 4148.333496
	Iteration 38Q: 3 clusters Score -694515.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -694518.625000 Penalty: 4148.333496
	Iteration 39Q: 3 clusters Score -694518.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -694521.250000 Penalty: 4148.333496
	Iteration 40F: 3 clusters Score -694521.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -694521.187500 Penalty: 4148.333496
	Iteration 41Q: 3 clusters Score -694521.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -694521.250000 Penalty: 4148.333496
	Iteration 42Q: 3 clusters Score -694521.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -694521.250000 Penalty: 4148.333496
	Iteration 43F: 3 clusters Score -694521.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -86433.140625 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -86433.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -84895.476562 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -84895.48 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -85121.250000 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -85121.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -85188.265625 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -85188.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -85265.320312 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -85265.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -85300.414062 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -85300.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -85323.179688 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -85323.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -85339.937500 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -85339.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -85360.109375 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -85360.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -85363.562500 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -85363.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -85370.835938 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -85370.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -85377.781250 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -85377.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -85385.390625 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -85385.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -85385.390625 Penalty: 3126.099121
	Iteration 12F: 3 clusters Score -85385.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Entering Unmasked Estep 
Score: -1325620.875000 Penalty: 2228.421631
	Iteration 0F: 2 clusters Score -1325621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1319306.125000 Penalty: 4456.843262
	Iteration 0F: 3 clusters Score -1319306 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1321306.250000 Penalty: 4456.843262
	Iteration 1F: 3 clusters Score -1321306 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1321941.375000 Penalty: 4456.843262
	Iteration 2F: 3 clusters Score -1321941 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1322625.875000 Penalty: 4456.843262
	Iteration 3F: 3 clusters Score -1322626 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1323209.875000 Penalty: 4456.843262
	Iteration 4F: 3 clusters Score -1323210 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1323703.750000 Penalty: 4456.843262
	Iteration 5F: 3 clusters Score -1323704 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1324106.000000 Penalty: 4456.843262
	Iteration 6F: 3 clusters Score -1324106 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1324428.375000 Penalty: 4456.843262
	Iteration 7Q: 3 clusters Score -1324428 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1324638.750000 Penalty: 4456.843262
	Iteration 8Q: 3 clusters Score -1324639 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1324742.875000 Penalty: 4456.843262
	Iteration 9Q: 3 clusters Score -1324743 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1324788.125000 Penalty: 4456.843262
	Iteration 10Q: 3 clusters Score -1324788 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1324812.250000 Penalty: 4456.843262
	Iteration 11Q: 3 clusters Score -1324812 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1324823.875000 Penalty: 4456.843262
	Iteration 12Q: 3 clusters Score -1324824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1324833.500000 Penalty: 4456.843262
	Iteration 13Q: 3 clusters Score -1324834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1324840.250000 Penalty: 4456.843262
	Iteration 14Q: 3 clusters Score -1324840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1324844.500000 Penalty: 4456.843262
	Iteration 15Q: 3 clusters Score -1324844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1324850.000000 Penalty: 4456.843262
	Iteration 16Q: 3 clusters Score -1324850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1324853.125000 Penalty: 4456.843262
	Iteration 17Q: 3 clusters Score -1324853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1324856.875000 Penalty: 4456.843262
	Iteration 18Q: 3 clusters Score -1324857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1324857.000000 Penalty: 4456.843262
	Iteration 19Q: 3 clusters Score -1324857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1324859.125000 Penalty: 4456.843262
	Iteration 20F: 3 clusters Score -1324859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1324860.750000 Penalty: 4456.843262
	Iteration 21Q: 3 clusters Score -1324861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1324859.750000 Penalty: 4456.843262
	Iteration 22Q: 3 clusters Score -1324860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1324860.250000 Penalty: 4456.843262
	Iteration 23Q: 3 clusters Score -1324860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1324862.250000 Penalty: 4456.843262
	Iteration 24Q: 3 clusters Score -1324862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1324860.250000 Penalty: 4456.843262
	Iteration 25Q: 3 clusters Score -1324860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1324863.500000 Penalty: 4456.843262
	Iteration 26Q: 3 clusters Score -1324864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1324862.625000 Penalty: 4456.843262
	Iteration 27Q: 3 clusters Score -1324863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1324862.500000 Penalty: 4456.843262
	Iteration 28Q: 3 clusters Score -1324862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1324863.125000 Penalty: 4456.843262
	Iteration 29Q: 3 clusters Score -1324863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1324865.500000 Penalty: 4456.843262
	Iteration 30Q: 3 clusters Score -1324866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1324864.875000 Penalty: 4456.843262
	Iteration 31Q: 3 clusters Score -1324865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1324864.875000 Penalty: 4456.843262
	Iteration 32F: 3 clusters Score -1324865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (16773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Entering Unmasked Estep 
Score: -2832390.750000 Penalty: 2412.426270
	Iteration 0F: 2 clusters Score -2832391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2820357.250000 Penalty: 4824.852539
	Iteration 0F: 3 clusters Score -2820357 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2824285.500000 Penalty: 4824.852539
	Iteration 1F: 3 clusters Score -2824286 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2824641.500000 Penalty: 4824.852539
	Iteration 2F: 3 clusters Score -2824642 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2824899.500000 Penalty: 4824.852539
	Iteration 3Q: 3 clusters Score -2824900 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2825110.500000 Penalty: 4824.852539
	Iteration 4Q: 3 clusters Score -2825110 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2825296.750000 Penalty: 4824.852539
	Iteration 5Q: 3 clusters Score -2825297 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2825459.000000 Penalty: 4824.852539
	Iteration 6Q: 3 clusters Score -2825459 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2825653.500000 Penalty: 4824.852539
	Iteration 7Q: 3 clusters Score -2825654 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2825793.500000 Penalty: 4824.852539
	Iteration 8Q: 3 clusters Score -2825794 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2825939.250000 Penalty: 4824.852539
	Iteration 9Q: 3 clusters Score -2825939 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2826083.000000 Penalty: 4824.852539
	Iteration 10Q: 3 clusters Score -2826083 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2826231.250000 Penalty: 4824.852539
	Iteration 11Q: 3 clusters Score -2826231 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2826405.750000 Penalty: 4824.852539
	Iteration 12Q: 3 clusters Score -2826406 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2826595.500000 Penalty: 4824.852539
	Iteration 13Q: 3 clusters Score -2826596 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2826806.500000 Penalty: 4824.852539
	Iteration 14Q: 3 clusters Score -2826806 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2827032.250000 Penalty: 4824.852539
	Iteration 15Q: 3 clusters Score -2827032 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2827276.250000 Penalty: 4824.852539
	Iteration 16Q: 3 clusters Score -2827276 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2827484.000000 Penalty: 4824.852539
	Iteration 17Q: 3 clusters Score -2827484 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2827669.000000 Penalty: 4824.852539
	Iteration 18Q: 3 clusters Score -2827669 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2827833.000000 Penalty: 4824.852539
	Iteration 19Q: 3 clusters Score -2827833 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2828029.750000 Penalty: 4824.852539
	Iteration 20F: 3 clusters Score -2828030 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2828227.000000 Penalty: 4824.852539
	Iteration 21Q: 3 clusters Score -2828227 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2828450.000000 Penalty: 4824.852539
	Iteration 22Q: 3 clusters Score -2828450 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2828626.750000 Penalty: 4824.852539
	Iteration 23Q: 3 clusters Score -2828627 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2828753.750000 Penalty: 4824.852539
	Iteration 24Q: 3 clusters Score -2828754 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2828882.000000 Penalty: 4824.852539
	Iteration 25Q: 3 clusters Score -2828882 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2828980.750000 Penalty: 4824.852539
	Iteration 26Q: 3 clusters Score -2828981 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2829059.500000 Penalty: 4824.852539
	Iteration 27Q: 3 clusters Score -2829060 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2829137.750000 Penalty: 4824.852539
	Iteration 28Q: 3 clusters Score -2829138 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2829211.000000 Penalty: 4824.852539
	Iteration 29Q: 3 clusters Score -2829211 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2829296.500000 Penalty: 4824.852539
	Iteration 30Q: 3 clusters Score -2829296 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2829372.750000 Penalty: 4824.852539
	Iteration 31Q: 3 clusters Score -2829373 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2829470.500000 Penalty: 4824.852539
	Iteration 32Q: 3 clusters Score -2829470 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2829599.500000 Penalty: 4824.852539
	Iteration 33Q: 3 clusters Score -2829600 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2829748.000000 Penalty: 4824.852539
	Iteration 34Q: 3 clusters Score -2829748 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2829899.750000 Penalty: 4824.852539
	Iteration 35Q: 3 clusters Score -2829900 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2830040.250000 Penalty: 4824.852539
	Iteration 36Q: 3 clusters Score -2830040 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2830217.500000 Penalty: 4824.852539
	Iteration 37Q: 3 clusters Score -2830218 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2830351.250000 Penalty: 4824.852539
	Iteration 38Q: 3 clusters Score -2830351 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2830463.000000 Penalty: 4824.852539
	Iteration 39Q: 3 clusters Score -2830463 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2830541.750000 Penalty: 4824.852539
	Iteration 40F: 3 clusters Score -2830542 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2830610.000000 Penalty: 4824.852539
	Iteration 41Q: 3 clusters Score -2830610 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2830683.250000 Penalty: 4824.852539
	Iteration 42Q: 3 clusters Score -2830683 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2830742.500000 Penalty: 4824.852539
	Iteration 43Q: 3 clusters Score -2830742 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2830782.250000 Penalty: 4824.852539
	Iteration 44Q: 3 clusters Score -2830782 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2830806.500000 Penalty: 4824.852539
	Iteration 45Q: 3 clusters Score -2830806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2830829.000000 Penalty: 4824.852539
	Iteration 46Q: 3 clusters Score -2830829 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2830847.750000 Penalty: 4824.852539
	Iteration 47Q: 3 clusters Score -2830848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2830868.750000 Penalty: 4824.852539
	Iteration 48Q: 3 clusters Score -2830869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2830884.500000 Penalty: 4824.852539
	Iteration 49Q: 3 clusters Score -2830884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2830901.750000 Penalty: 4824.852539
	Iteration 50Q: 3 clusters Score -2830902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2830909.500000 Penalty: 4824.852539
	Iteration 51Q: 3 clusters Score -2830910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2830913.500000 Penalty: 4824.852539
	Iteration 52Q: 3 clusters Score -2830914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2830916.000000 Penalty: 4824.852539
	Iteration 53Q: 3 clusters Score -2830916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2830917.000000 Penalty: 4824.852539
	Iteration 54Q: 3 clusters Score -2830917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2830916.000000 Penalty: 4824.852539
	Iteration 55Q: 3 clusters Score -2830916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2830918.750000 Penalty: 4824.852539
	Iteration 56Q: 3 clusters Score -2830919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2830922.250000 Penalty: 4824.852539
	Iteration 57Q: 3 clusters Score -2830922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2830920.500000 Penalty: 4824.852539
	Iteration 58Q: 3 clusters Score -2830920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2830929.750000 Penalty: 4824.852539
	Iteration 59Q: 3 clusters Score -2830930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2830933.250000 Penalty: 4824.852539
	Iteration 60F: 3 clusters Score -2830933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2830933.000000 Penalty: 4824.852539
	Iteration 61Q: 3 clusters Score -2830933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2830940.000000 Penalty: 4824.852539
	Iteration 62Q: 3 clusters Score -2830940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2830938.500000 Penalty: 4824.852539
	Iteration 63Q: 3 clusters Score -2830938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2830935.750000 Penalty: 4824.852539
	Iteration 64Q: 3 clusters Score -2830936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2830939.250000 Penalty: 4824.852539
	Iteration 65Q: 3 clusters Score -2830939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2830938.250000 Penalty: 4824.852539
	Iteration 66Q: 3 clusters Score -2830938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2830938.250000 Penalty: 4824.852539
	Iteration 67F: 3 clusters Score -2830938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Entering Unmasked Estep 
Score: -1300012.250000 Penalty: 2214.204102
	Iteration 0F: 2 clusters Score -1300012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1293936.250000 Penalty: 4428.408203
	Iteration 0F: 3 clusters Score -1293936 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1295602.500000 Penalty: 4428.408203
	Iteration 1F: 3 clusters Score -1295602 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1295828.625000 Penalty: 4428.408203
	Iteration 2F: 3 clusters Score -1295829 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1296009.875000 Penalty: 4428.408203
	Iteration 3F: 3 clusters Score -1296010 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1296182.875000 Penalty: 4428.408203
	Iteration 4Q: 3 clusters Score -1296183 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1296372.500000 Penalty: 4428.408203
	Iteration 5Q: 3 clusters Score -1296372 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1296592.125000 Penalty: 4428.408203
	Iteration 6Q: 3 clusters Score -1296592 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1296802.875000 Penalty: 4428.408203
	Iteration 7Q: 3 clusters Score -1296803 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1296985.000000 Penalty: 4428.408203
	Iteration 8Q: 3 clusters Score -1296985 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1297146.750000 Penalty: 4428.408203
	Iteration 9Q: 3 clusters Score -1297147 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1297276.125000 Penalty: 4428.408203
	Iteration 10Q: 3 clusters Score -1297276 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1297381.000000 Penalty: 4428.408203
	Iteration 11Q: 3 clusters Score -1297381 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1297463.375000 Penalty: 4428.408203
	Iteration 12Q: 3 clusters Score -1297463 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1297543.625000 Penalty: 4428.408203
	Iteration 13Q: 3 clusters Score -1297544 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1297600.250000 Penalty: 4428.408203
	Iteration 14Q: 3 clusters Score -1297600 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1297640.875000 Penalty: 4428.408203
	Iteration 15Q: 3 clusters Score -1297641 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1297667.000000 Penalty: 4428.408203
	Iteration 16Q: 3 clusters Score -1297667 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1297690.625000 Penalty: 4428.408203
	Iteration 17Q: 3 clusters Score -1297691 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1297713.250000 Penalty: 4428.408203
	Iteration 18Q: 3 clusters Score -1297713 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1297728.500000 Penalty: 4428.408203
	Iteration 19Q: 3 clusters Score -1297728 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1297743.750000 Penalty: 4428.408203
	Iteration 20F: 3 clusters Score -1297744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1297750.375000 Penalty: 4428.408203
	Iteration 21Q: 3 clusters Score -1297750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1297754.375000 Penalty: 4428.408203
	Iteration 22Q: 3 clusters Score -1297754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1297760.500000 Penalty: 4428.408203
	Iteration 23Q: 3 clusters Score -1297760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1297766.875000 Penalty: 4428.408203
	Iteration 24Q: 3 clusters Score -1297767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1297768.250000 Penalty: 4428.408203
	Iteration 25Q: 3 clusters Score -1297768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1297773.125000 Penalty: 4428.408203
	Iteration 26Q: 3 clusters Score -1297773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1297775.625000 Penalty: 4428.408203
	Iteration 27Q: 3 clusters Score -1297776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1297774.875000 Penalty: 4428.408203
	Iteration 28Q: 3 clusters Score -1297775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1297778.625000 Penalty: 4428.408203
	Iteration 29Q: 3 clusters Score -1297779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1297775.875000 Penalty: 4428.408203
	Iteration 30Q: 3 clusters Score -1297776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1297779.125000 Penalty: 4428.408203
	Iteration 31Q: 3 clusters Score -1297779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1297776.875000 Penalty: 4428.408203
	Iteration 32Q: 3 clusters Score -1297777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1297778.750000 Penalty: 4428.408203
	Iteration 33Q: 3 clusters Score -1297779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1297779.500000 Penalty: 4428.408203
	Iteration 34Q: 3 clusters Score -1297780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1297779.500000 Penalty: 4428.408203
	Iteration 35F: 3 clusters Score -1297780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (44061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Entering Unmasked Estep 
Score: -7136057.000000 Penalty: 2651.946045
	Iteration 0F: 2 clusters Score -7136057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -7106405.500000 Penalty: 5303.892090
	Iteration 0F: 3 clusters Score -7106406 nChanged 20300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -7118126.000000 Penalty: 5303.892090
	Iteration 1F: 3 clusters Score -7118126 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -7119183.000000 Penalty: 5303.892090
	Iteration 2F: 3 clusters Score -7119183 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -7120490.500000 Penalty: 5303.892090
	Iteration 3F: 3 clusters Score -7120490 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -7121884.500000 Penalty: 5303.892090
	Iteration 4F: 3 clusters Score -7121884 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -7123433.500000 Penalty: 5303.892090
	Iteration 5F: 3 clusters Score -7123434 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -7124845.000000 Penalty: 5303.892090
	Iteration 6F: 3 clusters Score -7124845 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -7126147.500000 Penalty: 5303.892090
	Iteration 7F: 3 clusters Score -7126148 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -7127236.500000 Penalty: 5303.892090
	Iteration 8Q: 3 clusters Score -7127236 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -7128122.000000 Penalty: 5303.892090
	Iteration 9Q: 3 clusters Score -7128122 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -7128678.500000 Penalty: 5303.892090
	Iteration 10Q: 3 clusters Score -7128678 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -7129069.500000 Penalty: 5303.892090
	Iteration 11Q: 3 clusters Score -7129070 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -7129276.500000 Penalty: 5303.892090
	Iteration 12Q: 3 clusters Score -7129276 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -7129434.500000 Penalty: 5303.892090
	Iteration 13Q: 3 clusters Score -7129434 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -7129597.500000 Penalty: 5303.892090
	Iteration 14Q: 3 clusters Score -7129598 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -7129680.500000 Penalty: 5303.892090
	Iteration 15Q: 3 clusters Score -7129680 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -7129788.500000 Penalty: 5303.892090
	Iteration 16Q: 3 clusters Score -7129788 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -7129869.000000 Penalty: 5303.892090
	Iteration 17Q: 3 clusters Score -7129869 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -7129906.000000 Penalty: 5303.892090
	Iteration 18Q: 3 clusters Score -7129906 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -7129980.500000 Penalty: 5303.892090
	Iteration 19Q: 3 clusters Score -7129980 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -7130089.500000 Penalty: 5303.892090
	Iteration 20F: 3 clusters Score -7130090 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -7130189.000000 Penalty: 5303.892090
	Iteration 21Q: 3 clusters Score -7130189 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -7130266.000000 Penalty: 5303.892090
	Iteration 22Q: 3 clusters Score -7130266 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -7130376.000000 Penalty: 5303.892090
	Iteration 23Q: 3 clusters Score -7130376 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -7130477.500000 Penalty: 5303.892090
	Iteration 24Q: 3 clusters Score -7130478 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -7130549.500000 Penalty: 5303.892090
	Iteration 25Q: 3 clusters Score -7130550 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -7130635.500000 Penalty: 5303.892090
	Iteration 26Q: 3 clusters Score -7130636 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -7130742.500000 Penalty: 5303.892090
	Iteration 27Q: 3 clusters Score -7130742 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -7130818.500000 Penalty: 5303.892090
	Iteration 28Q: 3 clusters Score -7130818 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -7130925.500000 Penalty: 5303.892090
	Iteration 29Q: 3 clusters Score -7130926 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -7131011.500000 Penalty: 5303.892090
	Iteration 30Q: 3 clusters Score -7131012 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -7131151.000000 Penalty: 5303.892090
	Iteration 31Q: 3 clusters Score -7131151 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -7131320.000000 Penalty: 5303.892090
	Iteration 32Q: 3 clusters Score -7131320 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -7131439.000000 Penalty: 5303.892090
	Iteration 33Q: 3 clusters Score -7131439 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -7131584.500000 Penalty: 5303.892090
	Iteration 34Q: 3 clusters Score -7131584 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -7131735.500000 Penalty: 5303.892090
	Iteration 35Q: 3 clusters Score -7131736 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -7131884.000000 Penalty: 5303.892090
	Iteration 36Q: 3 clusters Score -7131884 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -7132032.000000 Penalty: 5303.892090
	Iteration 37Q: 3 clusters Score -7132032 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -7132177.500000 Penalty: 5303.892090
	Iteration 38Q: 3 clusters Score -7132178 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -7132292.000000 Penalty: 5303.892090
	Iteration 39Q: 3 clusters Score -7132292 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -7132435.000000 Penalty: 5303.892090
	Iteration 40F: 3 clusters Score -7132435 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -7132556.500000 Penalty: 5303.892090
	Iteration 41Q: 3 clusters Score -7132556 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -7132655.500000 Penalty: 5303.892090
	Iteration 42Q: 3 clusters Score -7132656 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -7132761.500000 Penalty: 5303.892090
	Iteration 43Q: 3 clusters Score -7132762 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -7132865.500000 Penalty: 5303.892090
	Iteration 44Q: 3 clusters Score -7132866 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -7133021.000000 Penalty: 5303.892090
	Iteration 45Q: 3 clusters Score -7133021 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -7133127.000000 Penalty: 5303.892090
	Iteration 46Q: 3 clusters Score -7133127 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -7133293.500000 Penalty: 5303.892090
	Iteration 47Q: 3 clusters Score -7133294 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -7133378.500000 Penalty: 5303.892090
	Iteration 48Q: 3 clusters Score -7133378 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -7133447.500000 Penalty: 5303.892090
	Iteration 49Q: 3 clusters Score -7133448 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -7133532.500000 Penalty: 5303.892090
	Iteration 50Q: 3 clusters Score -7133532 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -7133593.500000 Penalty: 5303.892090
	Iteration 51Q: 3 clusters Score -7133594 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -7133643.500000 Penalty: 5303.892090
	Iteration 52Q: 3 clusters Score -7133644 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -7133700.000000 Penalty: 5303.892090
	Iteration 53Q: 3 clusters Score -7133700 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -7133780.000000 Penalty: 5303.892090
	Iteration 54Q: 3 clusters Score -7133780 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -7133850.500000 Penalty: 5303.892090
	Iteration 55Q: 3 clusters Score -7133850 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -7133931.000000 Penalty: 5303.892090
	Iteration 56Q: 3 clusters Score -7133931 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -7133987.000000 Penalty: 5303.892090
	Iteration 57Q: 3 clusters Score -7133987 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -7134049.000000 Penalty: 5303.892090
	Iteration 58Q: 3 clusters Score -7134049 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -7134129.000000 Penalty: 5303.892090
	Iteration 59Q: 3 clusters Score -7134129 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -7134183.000000 Penalty: 5303.892090
	Iteration 60F: 3 clusters Score -7134183 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -7134220.000000 Penalty: 5303.892090
	Iteration 61Q: 3 clusters Score -7134220 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7134238.000000 Penalty: 5303.892090
	Iteration 62Q: 3 clusters Score -7134238 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -7134255.000000 Penalty: 5303.892090
	Iteration 63Q: 3 clusters Score -7134255 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -7134272.000000 Penalty: 5303.892090
	Iteration 64Q: 3 clusters Score -7134272 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -7134288.000000 Penalty: 5303.892090
	Iteration 65Q: 3 clusters Score -7134288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -7134294.500000 Penalty: 5303.892090
	Iteration 66Q: 3 clusters Score -7134294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -7134305.000000 Penalty: 5303.892090
	Iteration 67Q: 3 clusters Score -7134305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -7134304.500000 Penalty: 5303.892090
	Iteration 68Q: 3 clusters Score -7134304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -7134320.500000 Penalty: 5303.892090
	Iteration 69Q: 3 clusters Score -7134320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7134326.500000 Penalty: 5303.892090
	Iteration 70Q: 3 clusters Score -7134326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7134343.000000 Penalty: 5303.892090
	Iteration 71Q: 3 clusters Score -7134343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7134351.500000 Penalty: 5303.892090
	Iteration 72Q: 3 clusters Score -7134352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7134339.000000 Penalty: 5303.892090
	Iteration 73Q: 3 clusters Score -7134339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -7134344.500000 Penalty: 5303.892090
	Iteration 74Q: 3 clusters Score -7134344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7134342.000000 Penalty: 5303.892090
	Iteration 75Q: 3 clusters Score -7134342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7134338.500000 Penalty: 5303.892090
	Iteration 76Q: 3 clusters Score -7134338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -7134346.000000 Penalty: 5303.892090
	Iteration 77Q: 3 clusters Score -7134346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -7134346.000000 Penalty: 5303.892090
	Iteration 78Q: 3 clusters Score -7134346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7134348.500000 Penalty: 5303.892090
	Iteration 79Q: 3 clusters Score -7134348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -7134357.500000 Penalty: 5303.892090
	Iteration 80F: 3 clusters Score -7134358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -7134356.500000 Penalty: 5303.892090
	Iteration 81Q: 3 clusters Score -7134356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -7134353.000000 Penalty: 5303.892090
	Iteration 82Q: 3 clusters Score -7134353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -7134355.000000 Penalty: 5303.892090
	Iteration 83Q: 3 clusters Score -7134355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -7134363.500000 Penalty: 5303.892090
	Iteration 84Q: 3 clusters Score -7134364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -7134367.000000 Penalty: 5303.892090
	Iteration 85Q: 3 clusters Score -7134367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7134368.000000 Penalty: 5303.892090
	Iteration 86Q: 3 clusters Score -7134368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7134357.000000 Penalty: 5303.892090
	Iteration 87Q: 3 clusters Score -7134357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -7134363.000000 Penalty: 5303.892090
	Iteration 88Q: 3 clusters Score -7134363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7134371.000000 Penalty: 5303.892090
	Iteration 89Q: 3 clusters Score -7134371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7134371.000000 Penalty: 5303.892090
	Iteration 90F: 3 clusters Score -7134371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Entering Unmasked Estep 
Score: -677969.750000 Penalty: 2080.561035
	Iteration 0F: 2 clusters Score -677969.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -673932.000000 Penalty: 4161.122070
	Iteration 0F: 3 clusters Score -673932 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -674933.500000 Penalty: 4161.122070
	Iteration 1F: 3 clusters Score -674933.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -675233.437500 Penalty: 4161.122070
	Iteration 2F: 3 clusters Score -675233.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -675477.625000 Penalty: 4161.122070
	Iteration 3F: 3 clusters Score -675477.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -675676.812500 Penalty: 4161.122070
	Iteration 4F: 3 clusters Score -675676.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -675821.500000 Penalty: 4161.122070
	Iteration 5Q: 3 clusters Score -675821.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -675927.687500 Penalty: 4161.122070
	Iteration 6Q: 3 clusters Score -675927.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -676007.125000 Penalty: 4161.122070
	Iteration 7Q: 3 clusters Score -676007.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -676075.562500 Penalty: 4161.122070
	Iteration 8Q: 3 clusters Score -676075.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -676132.500000 Penalty: 4161.122070
	Iteration 9Q: 3 clusters Score -676132.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -676175.937500 Penalty: 4161.122070
	Iteration 10Q: 3 clusters Score -676175.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -676213.312500 Penalty: 4161.122070
	Iteration 11Q: 3 clusters Score -676213.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -676249.812500 Penalty: 4161.122070
	Iteration 12Q: 3 clusters Score -676249.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -676278.625000 Penalty: 4161.122070
	Iteration 13Q: 3 clusters Score -676278.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -676304.750000 Penalty: 4161.122070
	Iteration 14Q: 3 clusters Score -676304.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -676324.625000 Penalty: 4161.122070
	Iteration 15Q: 3 clusters Score -676324.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -676352.187500 Penalty: 4161.122070
	Iteration 16Q: 3 clusters Score -676352.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -676377.937500 Penalty: 4161.122070
	Iteration 17Q: 3 clusters Score -676377.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -676390.312500 Penalty: 4161.122070
	Iteration 18Q: 3 clusters Score -676390.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -676403.750000 Penalty: 4161.122070
	Iteration 19Q: 3 clusters Score -676403.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -676411.500000 Penalty: 4161.122070
	Iteration 20F: 3 clusters Score -676411.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -676424.625000 Penalty: 4161.122070
	Iteration 21Q: 3 clusters Score -676424.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -676432.000000 Penalty: 4161.122070
	Iteration 22Q: 3 clusters Score -676432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -676440.937500 Penalty: 4161.122070
	Iteration 23Q: 3 clusters Score -676440.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -676449.500000 Penalty: 4161.122070
	Iteration 24Q: 3 clusters Score -676449.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -676455.812500 Penalty: 4161.122070
	Iteration 25Q: 3 clusters Score -676455.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -676461.250000 Penalty: 4161.122070
	Iteration 26Q: 3 clusters Score -676461.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -676463.750000 Penalty: 4161.122070
	Iteration 27Q: 3 clusters Score -676463.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -676469.375000 Penalty: 4161.122070
	Iteration 28Q: 3 clusters Score -676469.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -676477.187500 Penalty: 4161.122070
	Iteration 29Q: 3 clusters Score -676477.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -676486.500000 Penalty: 4161.122070
	Iteration 30Q: 3 clusters Score -676486.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -676499.625000 Penalty: 4161.122070
	Iteration 31Q: 3 clusters Score -676499.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -676508.125000 Penalty: 4161.122070
	Iteration 32Q: 3 clusters Score -676508.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -676514.375000 Penalty: 4161.122070
	Iteration 33Q: 3 clusters Score -676514.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -676523.875000 Penalty: 4161.122070
	Iteration 34Q: 3 clusters Score -676523.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -676528.000000 Penalty: 4161.122070
	Iteration 35Q: 3 clusters Score -676528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -676533.625000 Penalty: 4161.122070
	Iteration 36Q: 3 clusters Score -676533.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -676537.750000 Penalty: 4161.122070
	Iteration 37Q: 3 clusters Score -676537.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -676539.437500 Penalty: 4161.122070
	Iteration 38Q: 3 clusters Score -676539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -676539.812500 Penalty: 4161.122070
	Iteration 39Q: 3 clusters Score -676539.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -676539.812500 Penalty: 4161.122070
	Iteration 40F: 3 clusters Score -676539.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (15653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Entering Unmasked Estep 
Score: -2575651.750000 Penalty: 2395.287598
	Iteration 0F: 2 clusters Score -2575652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2564336.750000 Penalty: 4790.575195
	Iteration 0F: 3 clusters Score -2564337 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2567999.750000 Penalty: 4790.575195
	Iteration 1F: 3 clusters Score -2568000 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2568359.000000 Penalty: 4790.575195
	Iteration 2F: 3 clusters Score -2568359 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2568656.000000 Penalty: 4790.575195
	Iteration 3Q: 3 clusters Score -2568656 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2568952.500000 Penalty: 4790.575195
	Iteration 4Q: 3 clusters Score -2568952 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2569234.250000 Penalty: 4790.575195
	Iteration 5Q: 3 clusters Score -2569234 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2569562.500000 Penalty: 4790.575195
	Iteration 6Q: 3 clusters Score -2569562 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2569988.000000 Penalty: 4790.575195
	Iteration 7Q: 3 clusters Score -2569988 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2570458.750000 Penalty: 4790.575195
	Iteration 8Q: 3 clusters Score -2570459 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2570985.000000 Penalty: 4790.575195
	Iteration 9Q: 3 clusters Score -2570985 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2571546.250000 Penalty: 4790.575195
	Iteration 10Q: 3 clusters Score -2571546 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2572071.750000 Penalty: 4790.575195
	Iteration 11Q: 3 clusters Score -2572072 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2572534.000000 Penalty: 4790.575195
	Iteration 12Q: 3 clusters Score -2572534 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2572930.000000 Penalty: 4790.575195
	Iteration 13Q: 3 clusters Score -2572930 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2573196.250000 Penalty: 4790.575195
	Iteration 14Q: 3 clusters Score -2573196 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2573359.500000 Penalty: 4790.575195
	Iteration 15Q: 3 clusters Score -2573360 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2573456.000000 Penalty: 4790.575195
	Iteration 16Q: 3 clusters Score -2573456 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2573537.000000 Penalty: 4790.575195
	Iteration 17Q: 3 clusters Score -2573537 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2573596.250000 Penalty: 4790.575195
	Iteration 18Q: 3 clusters Score -2573596 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2573685.500000 Penalty: 4790.575195
	Iteration 19Q: 3 clusters Score -2573686 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2573767.500000 Penalty: 4790.575195
	Iteration 20F: 3 clusters Score -2573768 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2573832.500000 Penalty: 4790.575195
	Iteration 21Q: 3 clusters Score -2573832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2573863.500000 Penalty: 4790.575195
	Iteration 22Q: 3 clusters Score -2573864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2573891.750000 Penalty: 4790.575195
	Iteration 23Q: 3 clusters Score -2573892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2573905.750000 Penalty: 4790.575195
	Iteration 24Q: 3 clusters Score -2573906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2573921.500000 Penalty: 4790.575195
	Iteration 25Q: 3 clusters Score -2573922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2573926.250000 Penalty: 4790.575195
	Iteration 26Q: 3 clusters Score -2573926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2573930.750000 Penalty: 4790.575195
	Iteration 27Q: 3 clusters Score -2573931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2573935.500000 Penalty: 4790.575195
	Iteration 28Q: 3 clusters Score -2573936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2573937.250000 Penalty: 4790.575195
	Iteration 29Q: 3 clusters Score -2573937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2573941.750000 Penalty: 4790.575195
	Iteration 30Q: 3 clusters Score -2573942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2573946.250000 Penalty: 4790.575195
	Iteration 31Q: 3 clusters Score -2573946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2573943.750000 Penalty: 4790.575195
	Iteration 32Q: 3 clusters Score -2573944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2573944.250000 Penalty: 4790.575195
	Iteration 33Q: 3 clusters Score -2573944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2573947.250000 Penalty: 4790.575195
	Iteration 34Q: 3 clusters Score -2573947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2573949.750000 Penalty: 4790.575195
	Iteration 35Q: 3 clusters Score -2573950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2573953.250000 Penalty: 4790.575195
	Iteration 36Q: 3 clusters Score -2573953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2573953.750000 Penalty: 4790.575195
	Iteration 37Q: 3 clusters Score -2573954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2573955.250000 Penalty: 4790.575195
	Iteration 38Q: 3 clusters Score -2573955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2573955.250000 Penalty: 4790.575195
	Iteration 39F: 3 clusters Score -2573955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -181806.828125 Penalty: 1747.999878
	Iteration 0F: 2 clusters Score -181806.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -179787.296875 Penalty: 3495.999756
	Iteration 0F: 3 clusters Score -179787.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -180262.078125 Penalty: 3495.999756
	Iteration 1F: 3 clusters Score -180262.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -180499.828125 Penalty: 3495.999756
	Iteration 2F: 3 clusters Score -180499.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -180728.531250 Penalty: 3495.999756
	Iteration 3F: 3 clusters Score -180728.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -180890.718750 Penalty: 3495.999756
	Iteration 4F: 3 clusters Score -180890.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -180996.015625 Penalty: 3495.999756
	Iteration 5Q: 3 clusters Score -180996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -181070.562500 Penalty: 3495.999756
	Iteration 6Q: 3 clusters Score -181070.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -181144.562500 Penalty: 3495.999756
	Iteration 7Q: 3 clusters Score -181144.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -181168.234375 Penalty: 3495.999756
	Iteration 8Q: 3 clusters Score -181168.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -181199.906250 Penalty: 3495.999756
	Iteration 9Q: 3 clusters Score -181199.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -181243.937500 Penalty: 3495.999756
	Iteration 10Q: 3 clusters Score -181243.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -181255.437500 Penalty: 3495.999756
	Iteration 11Q: 3 clusters Score -181255.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -181261.671875 Penalty: 3495.999756
	Iteration 12Q: 3 clusters Score -181261.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -181264.156250 Penalty: 3495.999756
	Iteration 13Q: 3 clusters Score -181264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -181264.890625 Penalty: 3495.999756
	Iteration 14Q: 3 clusters Score -181264.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -181266.453125 Penalty: 3495.999756
	Iteration 15Q: 3 clusters Score -181266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -181266.765625 Penalty: 3495.999756
	Iteration 16Q: 3 clusters Score -181266.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -181267.328125 Penalty: 3495.999756
	Iteration 17Q: 3 clusters Score -181267.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -181269.062500 Penalty: 3495.999756
	Iteration 18Q: 3 clusters Score -181269.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -181270.593750 Penalty: 3495.999756
	Iteration 19Q: 3 clusters Score -181270.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -181273.765625 Penalty: 3495.999756
	Iteration 20F: 3 clusters Score -181273.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -181274.656250 Penalty: 3495.999756
	Iteration 21Q: 3 clusters Score -181274.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -181275.000000 Penalty: 3495.999756
	Iteration 22Q: 3 clusters Score -181275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -181276.687500 Penalty: 3495.999756
	Iteration 23Q: 3 clusters Score -181276.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -181278.546875 Penalty: 3495.999756
	Iteration 24Q: 3 clusters Score -181278.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -181280.375000 Penalty: 3495.999756
	Iteration 25Q: 3 clusters Score -181280.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -181281.625000 Penalty: 3495.999756
	Iteration 26Q: 3 clusters Score -181281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -181281.625000 Penalty: 3495.999756
	Iteration 27F: 3 clusters Score -181281.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (11566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Entering Unmasked Estep 
Score: -1929688.750000 Penalty: 2320.244629
	Iteration 0F: 2 clusters Score -1929689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1920967.625000 Penalty: 4640.489258
	Iteration 0F: 3 clusters Score -1920968 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1923598.000000 Penalty: 4640.489258
	Iteration 1F: 3 clusters Score -1923598 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1924139.375000 Penalty: 4640.489258
	Iteration 2F: 3 clusters Score -1924139 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1924748.250000 Penalty: 4640.489258
	Iteration 3F: 3 clusters Score -1924748 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1925419.875000 Penalty: 4640.489258
	Iteration 4F: 3 clusters Score -1925420 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1926066.000000 Penalty: 4640.489258
	Iteration 5F: 3 clusters Score -1926066 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1926615.000000 Penalty: 4640.489258
	Iteration 6F: 3 clusters Score -1926615 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1927001.875000 Penalty: 4640.489258
	Iteration 7Q: 3 clusters Score -1927002 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1927294.875000 Penalty: 4640.489258
	Iteration 8Q: 3 clusters Score -1927295 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1927536.875000 Penalty: 4640.489258
	Iteration 9Q: 3 clusters Score -1927537 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1927731.000000 Penalty: 4640.489258
	Iteration 10Q: 3 clusters Score -1927731 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1927921.000000 Penalty: 4640.489258
	Iteration 11Q: 3 clusters Score -1927921 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1928144.500000 Penalty: 4640.489258
	Iteration 12Q: 3 clusters Score -1928144 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1928344.500000 Penalty: 4640.489258
	Iteration 13Q: 3 clusters Score -1928344 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1928496.125000 Penalty: 4640.489258
	Iteration 14Q: 3 clusters Score -1928496 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1928609.625000 Penalty: 4640.489258
	Iteration 15Q: 3 clusters Score -1928610 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1928701.125000 Penalty: 4640.489258
	Iteration 16Q: 3 clusters Score -1928701 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1928748.875000 Penalty: 4640.489258
	Iteration 17Q: 3 clusters Score -1928749 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1928774.875000 Penalty: 4640.489258
	Iteration 18Q: 3 clusters Score -1928775 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1928796.125000 Penalty: 4640.489258
	Iteration 19Q: 3 clusters Score -1928796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1928806.500000 Penalty: 4640.489258
	Iteration 20F: 3 clusters Score -1928806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1928816.625000 Penalty: 4640.489258
	Iteration 21Q: 3 clusters Score -1928817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1928821.375000 Penalty: 4640.489258
	Iteration 22Q: 3 clusters Score -1928821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1928822.500000 Penalty: 4640.489258
	Iteration 23Q: 3 clusters Score -1928822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1928821.875000 Penalty: 4640.489258
	Iteration 24Q: 3 clusters Score -1928822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1928826.625000 Penalty: 4640.489258
	Iteration 25Q: 3 clusters Score -1928827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1928825.750000 Penalty: 4640.489258
	Iteration 26Q: 3 clusters Score -1928826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1928827.000000 Penalty: 4640.489258
	Iteration 27Q: 3 clusters Score -1928827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1928827.000000 Penalty: 4640.489258
	Iteration 28F: 3 clusters Score -1928827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12433 members 
Mstep: Class 4 contains 10761 members 
Mstep: Class 5 contains 3554 members 
Mstep: Class 6 contains 11297 members 
Mstep: Class 7 contains 12034 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13204 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54809 members 
Mstep: Class 15 contains 11106 members 
Mstep: Class 16 contains 70003 members 
Mstep: Class 17 contains 61974 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 51847 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74205 members 
Mstep: Class 31 contains 25429 members 
Mstep: Class 32 contains 34383 members 
Mstep: Class 33 contains 26022 members 
Mstep: Class 34 contains 32802 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16773 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 44061 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15653 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039704.000000 Penalty: 153557.890625
Iteration 239Q: 47 clusters Score -1.150397e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12433 members 
Mstep: Class 4 contains 10760 members 
Mstep: Class 5 contains 3554 members 
Mstep: Class 6 contains 11296 members 
Mstep: Class 7 contains 12034 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13204 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54809 members 
Mstep: Class 15 contains 11106 members 
Mstep: Class 16 contains 70001 members 
Mstep: Class 17 contains 61974 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12125 members 
Mstep: Class 22 contains 51852 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74207 members 
Mstep: Class 31 contains 25428 members 
Mstep: Class 32 contains 34383 members 
Mstep: Class 33 contains 26016 members 
Mstep: Class 34 contains 32802 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16772 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 44062 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15654 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039680.000000 Penalty: 153557.890625
Iteration 240F: 47 clusters Score -1.150397e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12432 members 
Mstep: Class 4 contains 10759 members 
Mstep: Class 5 contains 3554 members 
Mstep: Class 6 contains 11297 members 
Mstep: Class 7 contains 12034 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13204 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54808 members 
Mstep: Class 15 contains 11106 members 
Mstep: Class 16 contains 69998 members 
Mstep: Class 17 contains 61972 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12125 members 
Mstep: Class 22 contains 51858 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74208 members 
Mstep: Class 31 contains 25428 members 
Mstep: Class 32 contains 34383 members 
Mstep: Class 33 contains 26013 members 
Mstep: Class 34 contains 32802 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16772 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 44064 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15655 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039840.000000 Penalty: 153557.890625
Iteration 241Q: 47 clusters Score -1.150398e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12432 members 
Mstep: Class 4 contains 10756 members 
Mstep: Class 5 contains 3554 members 
Mstep: Class 6 contains 11297 members 
Mstep: Class 7 contains 12034 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54808 members 
Mstep: Class 15 contains 11108 members 
Mstep: Class 16 contains 69996 members 
Mstep: Class 17 contains 61973 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12125 members 
Mstep: Class 22 contains 51861 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74208 members 
Mstep: Class 31 contains 25427 members 
Mstep: Class 32 contains 34383 members 
Mstep: Class 33 contains 26008 members 
Mstep: Class 34 contains 32802 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16770 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 44069 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15656 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039784.000000 Penalty: 153557.890625
Iteration 242Q: 47 clusters Score -1.150398e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12432 members 
Mstep: Class 4 contains 10750 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11300 members 
Mstep: Class 7 contains 12034 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13206 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54811 members 
Mstep: Class 15 contains 11108 members 
Mstep: Class 16 contains 69992 members 
Mstep: Class 17 contains 61973 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12126 members 
Mstep: Class 22 contains 51863 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74215 members 
Mstep: Class 31 contains 25426 members 
Mstep: Class 32 contains 34384 members 
Mstep: Class 33 contains 26005 members 
Mstep: Class 34 contains 32803 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16769 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 44064 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15656 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039824.000000 Penalty: 153557.890625
Iteration 243Q: 47 clusters Score -1.150398e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12432 members 
Mstep: Class 4 contains 10743 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 11301 members 
Mstep: Class 7 contains 12034 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13206 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54810 members 
Mstep: Class 15 contains 11108 members 
Mstep: Class 16 contains 69989 members 
Mstep: Class 17 contains 61974 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6527 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12127 members 
Mstep: Class 22 contains 51865 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74216 members 
Mstep: Class 31 contains 25427 members 
Mstep: Class 32 contains 34384 members 
Mstep: Class 33 contains 26002 members 
Mstep: Class 34 contains 32804 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16768 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 44070 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15656 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039776.000000 Penalty: 153557.890625
Iteration 244Q: 47 clusters Score -1.150398e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12432 members 
Mstep: Class 4 contains 10736 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 11301 members 
Mstep: Class 7 contains 12036 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13206 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54810 members 
Mstep: Class 15 contains 11108 members 
Mstep: Class 16 contains 69990 members 
Mstep: Class 17 contains 61976 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6527 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12127 members 
Mstep: Class 22 contains 51864 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74218 members 
Mstep: Class 31 contains 25429 members 
Mstep: Class 32 contains 34385 members 
Mstep: Class 33 contains 25999 members 
Mstep: Class 34 contains 32803 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16770 members 
Mstep: Class 41 contains 7542 members 
Mstep: Class 42 contains 44068 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15657 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039784.000000 Penalty: 153557.890625
Iteration 245Q: 47 clusters Score -1.150398e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 10728 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 11303 members 
Mstep: Class 7 contains 12036 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13206 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 54810 members 
Mstep: Class 15 contains 11108 members 
Mstep: Class 16 contains 69989 members 
Mstep: Class 17 contains 61976 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6527 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12127 members 
Mstep: Class 22 contains 51861 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74219 members 
Mstep: Class 31 contains 25430 members 
Mstep: Class 32 contains 34386 members 
Mstep: Class 33 contains 26000 members 
Mstep: Class 34 contains 32804 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16771 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44072 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15656 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039688.000000 Penalty: 153557.890625
Iteration 246Q: 47 clusters Score -1.150397e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12433 members 
Mstep: Class 4 contains 10724 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 11303 members 
Mstep: Class 7 contains 12036 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 54810 members 
Mstep: Class 15 contains 11108 members 
Mstep: Class 16 contains 69988 members 
Mstep: Class 17 contains 61974 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6527 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12129 members 
Mstep: Class 22 contains 51864 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74219 members 
Mstep: Class 31 contains 25428 members 
Mstep: Class 32 contains 34386 members 
Mstep: Class 33 contains 25999 members 
Mstep: Class 34 contains 32804 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16771 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44077 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15656 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039664.000000 Penalty: 153557.890625
Iteration 247Q: 47 clusters Score -1.150397e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12433 members 
Mstep: Class 4 contains 10718 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 11303 members 
Mstep: Class 7 contains 12036 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 54811 members 
Mstep: Class 15 contains 11108 members 
Mstep: Class 16 contains 69986 members 
Mstep: Class 17 contains 61973 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12130 members 
Mstep: Class 22 contains 51865 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74219 members 
Mstep: Class 31 contains 25427 members 
Mstep: Class 32 contains 34387 members 
Mstep: Class 33 contains 25998 members 
Mstep: Class 34 contains 32804 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16771 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44081 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15656 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039776.000000 Penalty: 153557.890625
Iteration 248Q: 47 clusters Score -1.150398e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12433 members 
Mstep: Class 4 contains 10717 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 11303 members 
Mstep: Class 7 contains 12036 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 54812 members 
Mstep: Class 15 contains 11108 members 
Mstep: Class 16 contains 69987 members 
Mstep: Class 17 contains 61973 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12130 members 
Mstep: Class 22 contains 51866 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74219 members 
Mstep: Class 31 contains 25427 members 
Mstep: Class 32 contains 34388 members 
Mstep: Class 33 contains 25995 members 
Mstep: Class 34 contains 32804 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16771 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44080 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15656 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039736.000000 Penalty: 153557.890625
Iteration 249Q: 47 clusters Score -1.150397e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12433 members 
Mstep: Class 4 contains 10716 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 11306 members 
Mstep: Class 7 contains 12036 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 54812 members 
Mstep: Class 15 contains 11108 members 
Mstep: Class 16 contains 69987 members 
Mstep: Class 17 contains 61973 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12130 members 
Mstep: Class 22 contains 51865 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74219 members 
Mstep: Class 31 contains 25427 members 
Mstep: Class 32 contains 34388 members 
Mstep: Class 33 contains 25995 members 
Mstep: Class 34 contains 32804 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16770 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44081 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15655 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039704.000000 Penalty: 153557.890625
Iteration 250Q: 47 clusters Score -1.150397e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12433 members 
Mstep: Class 4 contains 10715 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 12036 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 54812 members 
Mstep: Class 15 contains 11108 members 
Mstep: Class 16 contains 69986 members 
Mstep: Class 17 contains 61968 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12130 members 
Mstep: Class 22 contains 51871 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74220 members 
Mstep: Class 31 contains 25427 members 
Mstep: Class 32 contains 34388 members 
Mstep: Class 33 contains 25995 members 
Mstep: Class 34 contains 32804 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16770 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44080 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15655 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039712.000000 Penalty: 153557.890625
Iteration 251Q: 47 clusters Score -1.150397e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 10713 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 12036 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 54811 members 
Mstep: Class 15 contains 11108 members 
Mstep: Class 16 contains 69983 members 
Mstep: Class 17 contains 61966 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12130 members 
Mstep: Class 22 contains 51875 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74225 members 
Mstep: Class 31 contains 25427 members 
Mstep: Class 32 contains 34390 members 
Mstep: Class 33 contains 25994 members 
Mstep: Class 34 contains 32803 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16771 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44079 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15654 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039664.000000 Penalty: 153557.890625
Iteration 252Q: 47 clusters Score -1.150397e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 10712 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 12036 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 54812 members 
Mstep: Class 15 contains 11108 members 
Mstep: Class 16 contains 69983 members 
Mstep: Class 17 contains 61963 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12130 members 
Mstep: Class 22 contains 51881 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74225 members 
Mstep: Class 31 contains 25427 members 
Mstep: Class 32 contains 34390 members 
Mstep: Class 33 contains 25991 members 
Mstep: Class 34 contains 32803 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16771 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44079 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15654 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039672.000000 Penalty: 153557.890625
Iteration 253Q: 47 clusters Score -1.150397e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 10711 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 12036 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 54812 members 
Mstep: Class 15 contains 11108 members 
Mstep: Class 16 contains 69983 members 
Mstep: Class 17 contains 61964 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12130 members 
Mstep: Class 22 contains 51883 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74225 members 
Mstep: Class 31 contains 25427 members 
Mstep: Class 32 contains 34390 members 
Mstep: Class 33 contains 25990 members 
Mstep: Class 34 contains 32803 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16771 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44078 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15654 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039608.000000 Penalty: 153557.890625
Iteration 254Q: 47 clusters Score -1.150396e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 10711 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 12036 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 54812 members 
Mstep: Class 15 contains 11108 members 
Mstep: Class 16 contains 69984 members 
Mstep: Class 17 contains 61966 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12129 members 
Mstep: Class 22 contains 51882 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74225 members 
Mstep: Class 31 contains 25427 members 
Mstep: Class 32 contains 34390 members 
Mstep: Class 33 contains 25988 members 
Mstep: Class 34 contains 32803 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16771 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44078 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15655 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039528.000000 Penalty: 153557.890625
Iteration 255Q: 47 clusters Score -1.150395e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 10711 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 12036 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 54812 members 
Mstep: Class 15 contains 11107 members 
Mstep: Class 16 contains 69986 members 
Mstep: Class 17 contains 61965 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12129 members 
Mstep: Class 22 contains 51883 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74225 members 
Mstep: Class 31 contains 25427 members 
Mstep: Class 32 contains 34390 members 
Mstep: Class 33 contains 25988 members 
Mstep: Class 34 contains 32803 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16771 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44078 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15654 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039584.000000 Penalty: 153557.890625
Iteration 256Q: 47 clusters Score -1.150396e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 10711 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 12036 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 54812 members 
Mstep: Class 15 contains 11106 members 
Mstep: Class 16 contains 69986 members 
Mstep: Class 17 contains 61966 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12129 members 
Mstep: Class 22 contains 51882 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74225 members 
Mstep: Class 31 contains 25428 members 
Mstep: Class 32 contains 34390 members 
Mstep: Class 33 contains 25988 members 
Mstep: Class 34 contains 32803 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16771 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44078 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15654 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039576.000000 Penalty: 153557.890625
Iteration 257Q: 47 clusters Score -1.150396e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 10711 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 12036 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 54812 members 
Mstep: Class 15 contains 11105 members 
Mstep: Class 16 contains 69986 members 
Mstep: Class 17 contains 61966 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12129 members 
Mstep: Class 22 contains 51882 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74225 members 
Mstep: Class 31 contains 25428 members 
Mstep: Class 32 contains 34390 members 
Mstep: Class 33 contains 25988 members 
Mstep: Class 34 contains 32803 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 16771 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44079 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15654 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039576.000000 Penalty: 153557.890625
Iteration 258Q: 47 clusters Score -1.150396e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 10711 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 12036 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 54812 members 
Mstep: Class 15 contains 11105 members 
Mstep: Class 16 contains 69986 members 
Mstep: Class 17 contains 61966 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12129 members 
Mstep: Class 22 contains 51882 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74225 members 
Mstep: Class 31 contains 25428 members 
Mstep: Class 32 contains 34390 members 
Mstep: Class 33 contains 25988 members 
Mstep: Class 34 contains 32803 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16771 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44078 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15654 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039576.000000 Penalty: 153557.890625
Iteration 259Q: 47 clusters Score -1.150396e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 10711 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 12036 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 54812 members 
Mstep: Class 15 contains 11105 members 
Mstep: Class 16 contains 69986 members 
Mstep: Class 17 contains 61966 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12129 members 
Mstep: Class 22 contains 51882 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74225 members 
Mstep: Class 31 contains 25428 members 
Mstep: Class 32 contains 34390 members 
Mstep: Class 33 contains 25988 members 
Mstep: Class 34 contains 32803 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16771 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44078 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15654 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039576.000000 Penalty: 153557.890625
Iteration 260F: 47 clusters Score -1.150396e+08 nChanged 0
Entering ConstructFrom: 
Score: -115039576.000000 Penalty: 153557.890625
Entering ConstructFrom: 
Trying to split cluster 1 (2374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Entering Unmasked Estep 
Score: -393449.375000 Penalty: 1927.538208
	Iteration 0F: 2 clusters Score -393449.4 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 1214 members 
Entering Unmasked Estep 
Score: -390542.531250 Penalty: 3855.076416
	Iteration 0F: 3 clusters Score -390542.5 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -391132.875000 Penalty: 3855.076416
	Iteration 1F: 3 clusters Score -391132.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -391333.531250 Penalty: 3855.076416
	Iteration 2F: 3 clusters Score -391333.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -391486.625000 Penalty: 3855.076416
	Iteration 3F: 3 clusters Score -391486.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -391619.281250 Penalty: 3855.076416
	Iteration 4Q: 3 clusters Score -391619.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -391719.250000 Penalty: 3855.076416
	Iteration 5Q: 3 clusters Score -391719.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -391788.375000 Penalty: 3855.076416
	Iteration 6Q: 3 clusters Score -391788.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -391834.375000 Penalty: 3855.076416
	Iteration 7Q: 3 clusters Score -391834.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -391870.343750 Penalty: 3855.076416
	Iteration 8Q: 3 clusters Score -391870.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -391904.656250 Penalty: 3855.076416
	Iteration 9Q: 3 clusters Score -391904.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -391932.125000 Penalty: 3855.076416
	Iteration 10Q: 3 clusters Score -391932.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -391961.687500 Penalty: 3855.076416
	Iteration 11Q: 3 clusters Score -391961.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -391991.437500 Penalty: 3855.076416
	Iteration 12Q: 3 clusters Score -391991.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -392014.593750 Penalty: 3855.076416
	Iteration 13Q: 3 clusters Score -392014.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -392032.187500 Penalty: 3855.076416
	Iteration 14Q: 3 clusters Score -392032.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -392048.562500 Penalty: 3855.076416
	Iteration 15Q: 3 clusters Score -392048.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -392060.406250 Penalty: 3855.076416
	Iteration 16Q: 3 clusters Score -392060.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -392072.781250 Penalty: 3855.076416
	Iteration 17Q: 3 clusters Score -392072.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -392082.718750 Penalty: 3855.076416
	Iteration 18Q: 3 clusters Score -392082.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -392091.093750 Penalty: 3855.076416
	Iteration 19Q: 3 clusters Score -392091.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -392100.218750 Penalty: 3855.076416
	Iteration 20F: 3 clusters Score -392100.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -392109.343750 Penalty: 3855.076416
	Iteration 21Q: 3 clusters Score -392109.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -392119.593750 Penalty: 3855.076416
	Iteration 22Q: 3 clusters Score -392119.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -392125.875000 Penalty: 3855.076416
	Iteration 23Q: 3 clusters Score -392125.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -392129.656250 Penalty: 3855.076416
	Iteration 24Q: 3 clusters Score -392129.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -392131.437500 Penalty: 3855.076416
	Iteration 25Q: 3 clusters Score -392131.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -392131.468750 Penalty: 3855.076416
	Iteration 26Q: 3 clusters Score -392131.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -392131.468750 Penalty: 3855.076416
	Iteration 27F: 3 clusters Score -392131.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -64425.507812 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -64425.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63362.152344 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -63362.15 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -63726.503906 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -63726.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63894.796875 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -63894.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64069.238281 Penalty: 3051.755371
	Iteration 3F: 3 clusters Score -64069.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64220.652344 Penalty: 3051.755371
	Iteration 4F: 3 clusters Score -64220.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -64310.156250 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -64310.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -64344.042969 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -64344.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -64365.863281 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -64365.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -64397.519531 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -64397.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64398.628906 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -64398.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64398.628906 Penalty: 3051.755371
	Iteration 10F: 3 clusters Score -64398.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Entering Unmasked Estep 
Score: -1989962.125000 Penalty: 2338.191162
	Iteration 0F: 2 clusters Score -1989962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1980789.625000 Penalty: 4676.382324
	Iteration 0F: 3 clusters Score -1980790 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1983825.250000 Penalty: 4676.382324
	Iteration 1F: 3 clusters Score -1983825 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1984335.625000 Penalty: 4676.382324
	Iteration 2F: 3 clusters Score -1984336 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1984808.125000 Penalty: 4676.382324
	Iteration 3F: 3 clusters Score -1984808 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1985298.250000 Penalty: 4676.382324
	Iteration 4F: 3 clusters Score -1985298 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1985855.875000 Penalty: 4676.382324
	Iteration 5F: 3 clusters Score -1985856 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1986416.375000 Penalty: 4676.382324
	Iteration 6F: 3 clusters Score -1986416 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1986909.000000 Penalty: 4676.382324
	Iteration 7F: 3 clusters Score -1986909 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1987290.375000 Penalty: 4676.382324
	Iteration 8Q: 3 clusters Score -1987290 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1987523.625000 Penalty: 4676.382324
	Iteration 9Q: 3 clusters Score -1987524 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1987662.125000 Penalty: 4676.382324
	Iteration 10Q: 3 clusters Score -1987662 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1987775.375000 Penalty: 4676.382324
	Iteration 11Q: 3 clusters Score -1987775 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1987850.625000 Penalty: 4676.382324
	Iteration 12Q: 3 clusters Score -1987851 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1987913.625000 Penalty: 4676.382324
	Iteration 13Q: 3 clusters Score -1987914 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1987964.125000 Penalty: 4676.382324
	Iteration 14Q: 3 clusters Score -1987964 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1988011.250000 Penalty: 4676.382324
	Iteration 15Q: 3 clusters Score -1988011 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1988046.375000 Penalty: 4676.382324
	Iteration 16Q: 3 clusters Score -1988046 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1988086.625000 Penalty: 4676.382324
	Iteration 17Q: 3 clusters Score -1988087 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1988109.500000 Penalty: 4676.382324
	Iteration 18Q: 3 clusters Score -1988110 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1988144.000000 Penalty: 4676.382324
	Iteration 19Q: 3 clusters Score -1988144 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1988171.750000 Penalty: 4676.382324
	Iteration 20F: 3 clusters Score -1988172 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1988204.750000 Penalty: 4676.382324
	Iteration 21Q: 3 clusters Score -1988205 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1988227.125000 Penalty: 4676.382324
	Iteration 22Q: 3 clusters Score -1988227 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1988257.375000 Penalty: 4676.382324
	Iteration 23Q: 3 clusters Score -1988257 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1988282.500000 Penalty: 4676.382324
	Iteration 24Q: 3 clusters Score -1988282 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1988306.250000 Penalty: 4676.382324
	Iteration 25Q: 3 clusters Score -1988306 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1988329.750000 Penalty: 4676.382324
	Iteration 26Q: 3 clusters Score -1988330 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1988341.875000 Penalty: 4676.382324
	Iteration 27Q: 3 clusters Score -1988342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1988354.625000 Penalty: 4676.382324
	Iteration 28Q: 3 clusters Score -1988355 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1988356.500000 Penalty: 4676.382324
	Iteration 29Q: 3 clusters Score -1988356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1988363.625000 Penalty: 4676.382324
	Iteration 30Q: 3 clusters Score -1988364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1988376.125000 Penalty: 4676.382324
	Iteration 31Q: 3 clusters Score -1988376 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1988388.625000 Penalty: 4676.382324
	Iteration 32Q: 3 clusters Score -1988389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1988392.750000 Penalty: 4676.382324
	Iteration 33Q: 3 clusters Score -1988393 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1988401.250000 Penalty: 4676.382324
	Iteration 34Q: 3 clusters Score -1988401 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1988410.250000 Penalty: 4676.382324
	Iteration 35Q: 3 clusters Score -1988410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1988421.000000 Penalty: 4676.382324
	Iteration 36Q: 3 clusters Score -1988421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1988425.250000 Penalty: 4676.382324
	Iteration 37Q: 3 clusters Score -1988425 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1988432.250000 Penalty: 4676.382324
	Iteration 38Q: 3 clusters Score -1988432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1988441.375000 Penalty: 4676.382324
	Iteration 39Q: 3 clusters Score -1988441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1988448.750000 Penalty: 4676.382324
	Iteration 40F: 3 clusters Score -1988449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1988458.125000 Penalty: 4676.382324
	Iteration 41Q: 3 clusters Score -1988458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1988466.875000 Penalty: 4676.382324
	Iteration 42Q: 3 clusters Score -1988467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1988468.625000 Penalty: 4676.382324
	Iteration 43Q: 3 clusters Score -1988469 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1988483.125000 Penalty: 4676.382324
	Iteration 44Q: 3 clusters Score -1988483 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1988489.250000 Penalty: 4676.382324
	Iteration 45Q: 3 clusters Score -1988489 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1988501.750000 Penalty: 4676.382324
	Iteration 46Q: 3 clusters Score -1988502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1988509.500000 Penalty: 4676.382324
	Iteration 47Q: 3 clusters Score -1988510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1988520.750000 Penalty: 4676.382324
	Iteration 48Q: 3 clusters Score -1988521 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1988531.500000 Penalty: 4676.382324
	Iteration 49Q: 3 clusters Score -1988532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1988540.375000 Penalty: 4676.382324
	Iteration 50Q: 3 clusters Score -1988540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1988552.625000 Penalty: 4676.382324
	Iteration 51Q: 3 clusters Score -1988553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1988556.500000 Penalty: 4676.382324
	Iteration 52Q: 3 clusters Score -1988556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1988562.125000 Penalty: 4676.382324
	Iteration 53Q: 3 clusters Score -1988562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1988566.625000 Penalty: 4676.382324
	Iteration 54Q: 3 clusters Score -1988567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1988567.750000 Penalty: 4676.382324
	Iteration 55Q: 3 clusters Score -1988568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1988573.750000 Penalty: 4676.382324
	Iteration 56Q: 3 clusters Score -1988574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1988577.625000 Penalty: 4676.382324
	Iteration 57Q: 3 clusters Score -1988578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1988579.125000 Penalty: 4676.382324
	Iteration 58Q: 3 clusters Score -1988579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1988585.875000 Penalty: 4676.382324
	Iteration 59Q: 3 clusters Score -1988586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1988586.875000 Penalty: 4676.382324
	Iteration 60F: 3 clusters Score -1988587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1988597.875000 Penalty: 4676.382324
	Iteration 61Q: 3 clusters Score -1988598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1988603.000000 Penalty: 4676.382324
	Iteration 62Q: 3 clusters Score -1988603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1988608.125000 Penalty: 4676.382324
	Iteration 63Q: 3 clusters Score -1988608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1988606.375000 Penalty: 4676.382324
	Iteration 64Q: 3 clusters Score -1988606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1988607.500000 Penalty: 4676.382324
	Iteration 65Q: 3 clusters Score -1988608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1988618.250000 Penalty: 4676.382324
	Iteration 66Q: 3 clusters Score -1988618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1988623.625000 Penalty: 4676.382324
	Iteration 67Q: 3 clusters Score -1988624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1988631.250000 Penalty: 4676.382324
	Iteration 68Q: 3 clusters Score -1988631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1988641.875000 Penalty: 4676.382324
	Iteration 69Q: 3 clusters Score -1988642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1988654.875000 Penalty: 4676.382324
	Iteration 70Q: 3 clusters Score -1988655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1988655.250000 Penalty: 4676.382324
	Iteration 71Q: 3 clusters Score -1988655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1988662.750000 Penalty: 4676.382324
	Iteration 72Q: 3 clusters Score -1988663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1988664.125000 Penalty: 4676.382324
	Iteration 73Q: 3 clusters Score -1988664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1988676.125000 Penalty: 4676.382324
	Iteration 74Q: 3 clusters Score -1988676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1988687.375000 Penalty: 4676.382324
	Iteration 75Q: 3 clusters Score -1988687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1988696.125000 Penalty: 4676.382324
	Iteration 76Q: 3 clusters Score -1988696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1988704.250000 Penalty: 4676.382324
	Iteration 77Q: 3 clusters Score -1988704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1988706.000000 Penalty: 4676.382324
	Iteration 78Q: 3 clusters Score -1988706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1988715.375000 Penalty: 4676.382324
	Iteration 79Q: 3 clusters Score -1988715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1988718.250000 Penalty: 4676.382324
	Iteration 80F: 3 clusters Score -1988718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1988728.625000 Penalty: 4676.382324
	Iteration 81Q: 3 clusters Score -1988729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1988731.875000 Penalty: 4676.382324
	Iteration 82Q: 3 clusters Score -1988732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1988737.875000 Penalty: 4676.382324
	Iteration 83Q: 3 clusters Score -1988738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1988746.250000 Penalty: 4676.382324
	Iteration 84Q: 3 clusters Score -1988746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1988757.000000 Penalty: 4676.382324
	Iteration 85Q: 3 clusters Score -1988757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1988759.125000 Penalty: 4676.382324
	Iteration 86Q: 3 clusters Score -1988759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1988769.625000 Penalty: 4676.382324
	Iteration 87Q: 3 clusters Score -1988770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1988774.500000 Penalty: 4676.382324
	Iteration 88Q: 3 clusters Score -1988774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1988781.750000 Penalty: 4676.382324
	Iteration 89Q: 3 clusters Score -1988782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1988789.750000 Penalty: 4676.382324
	Iteration 90Q: 3 clusters Score -1988790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1988797.875000 Penalty: 4676.382324
	Iteration 91Q: 3 clusters Score -1988798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1988812.250000 Penalty: 4676.382324
	Iteration 92Q: 3 clusters Score -1988812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1988812.875000 Penalty: 4676.382324
	Iteration 93Q: 3 clusters Score -1988813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1988816.875000 Penalty: 4676.382324
	Iteration 94Q: 3 clusters Score -1988817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1988823.125000 Penalty: 4676.382324
	Iteration 95Q: 3 clusters Score -1988823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1988828.875000 Penalty: 4676.382324
	Iteration 96Q: 3 clusters Score -1988829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1988825.625000 Penalty: 4676.382324
	Iteration 97Q: 3 clusters Score -1988826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1988827.250000 Penalty: 4676.382324
	Iteration 98Q: 3 clusters Score -1988827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1988825.500000 Penalty: 4676.382324
	Iteration 99Q: 3 clusters Score -1988826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1988832.250000 Penalty: 4676.382324
	Iteration 100F: 3 clusters Score -1988832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1988834.625000 Penalty: 4676.382324
	Iteration 101Q: 3 clusters Score -1988835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1988837.250000 Penalty: 4676.382324
	Iteration 102Q: 3 clusters Score -1988837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1988839.625000 Penalty: 4676.382324
	Iteration 103Q: 3 clusters Score -1988840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1988840.375000 Penalty: 4676.382324
	Iteration 104Q: 3 clusters Score -1988840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1988840.750000 Penalty: 4676.382324
	Iteration 105Q: 3 clusters Score -1988841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1988843.625000 Penalty: 4676.382324
	Iteration 106Q: 3 clusters Score -1988844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1988841.375000 Penalty: 4676.382324
	Iteration 107Q: 3 clusters Score -1988841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1988842.875000 Penalty: 4676.382324
	Iteration 108Q: 3 clusters Score -1988843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1988844.375000 Penalty: 4676.382324
	Iteration 109Q: 3 clusters Score -1988844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1988847.625000 Penalty: 4676.382324
	Iteration 110Q: 3 clusters Score -1988848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1988851.750000 Penalty: 4676.382324
	Iteration 111Q: 3 clusters Score -1988852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1988851.000000 Penalty: 4676.382324
	Iteration 112Q: 3 clusters Score -1988851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1988851.750000 Penalty: 4676.382324
	Iteration 113Q: 3 clusters Score -1988852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1988851.875000 Penalty: 4676.382324
	Iteration 114Q: 3 clusters Score -1988852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1988851.875000 Penalty: 4676.382324
	Iteration 115F: 3 clusters Score -1988852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Entering Unmasked Estep 
Score: -1721877.750000 Penalty: 2301.198730
	Iteration 0F: 2 clusters Score -1721878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1713770.125000 Penalty: 4602.397461
	Iteration 0F: 3 clusters Score -1713770 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1716256.750000 Penalty: 4602.397461
	Iteration 1F: 3 clusters Score -1716257 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1716825.750000 Penalty: 4602.397461
	Iteration 2F: 3 clusters Score -1716826 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1717329.625000 Penalty: 4602.397461
	Iteration 3F: 3 clusters Score -1717330 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1717777.375000 Penalty: 4602.397461
	Iteration 4F: 3 clusters Score -1717777 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1718183.375000 Penalty: 4602.397461
	Iteration 5F: 3 clusters Score -1718183 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1718527.375000 Penalty: 4602.397461
	Iteration 6Q: 3 clusters Score -1718527 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1718816.000000 Penalty: 4602.397461
	Iteration 7Q: 3 clusters Score -1718816 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1719071.625000 Penalty: 4602.397461
	Iteration 8Q: 3 clusters Score -1719072 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1719294.625000 Penalty: 4602.397461
	Iteration 9Q: 3 clusters Score -1719295 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1719466.750000 Penalty: 4602.397461
	Iteration 10Q: 3 clusters Score -1719467 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1719578.375000 Penalty: 4602.397461
	Iteration 11Q: 3 clusters Score -1719578 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1719663.625000 Penalty: 4602.397461
	Iteration 12Q: 3 clusters Score -1719664 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1719726.000000 Penalty: 4602.397461
	Iteration 13Q: 3 clusters Score -1719726 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1719765.000000 Penalty: 4602.397461
	Iteration 14Q: 3 clusters Score -1719765 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1719788.875000 Penalty: 4602.397461
	Iteration 15Q: 3 clusters Score -1719789 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1719812.875000 Penalty: 4602.397461
	Iteration 16Q: 3 clusters Score -1719813 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1719829.375000 Penalty: 4602.397461
	Iteration 17Q: 3 clusters Score -1719829 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1719862.625000 Penalty: 4602.397461
	Iteration 18Q: 3 clusters Score -1719863 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1719884.750000 Penalty: 4602.397461
	Iteration 19Q: 3 clusters Score -1719885 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1719898.000000 Penalty: 4602.397461
	Iteration 20F: 3 clusters Score -1719898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1719914.000000 Penalty: 4602.397461
	Iteration 21Q: 3 clusters Score -1719914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1719924.000000 Penalty: 4602.397461
	Iteration 22Q: 3 clusters Score -1719924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1719932.125000 Penalty: 4602.397461
	Iteration 23Q: 3 clusters Score -1719932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1719942.625000 Penalty: 4602.397461
	Iteration 24Q: 3 clusters Score -1719943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1719943.875000 Penalty: 4602.397461
	Iteration 25Q: 3 clusters Score -1719944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1719947.250000 Penalty: 4602.397461
	Iteration 26Q: 3 clusters Score -1719947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1719941.625000 Penalty: 4602.397461
	Iteration 27Q: 3 clusters Score -1719942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1719953.125000 Penalty: 4602.397461
	Iteration 28Q: 3 clusters Score -1719953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1719957.250000 Penalty: 4602.397461
	Iteration 29Q: 3 clusters Score -1719957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1719958.500000 Penalty: 4602.397461
	Iteration 30Q: 3 clusters Score -1719958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1719972.375000 Penalty: 4602.397461
	Iteration 31Q: 3 clusters Score -1719972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1719975.000000 Penalty: 4602.397461
	Iteration 32Q: 3 clusters Score -1719975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1719980.625000 Penalty: 4602.397461
	Iteration 33Q: 3 clusters Score -1719981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1719986.875000 Penalty: 4602.397461
	Iteration 34Q: 3 clusters Score -1719987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1719998.625000 Penalty: 4602.397461
	Iteration 35Q: 3 clusters Score -1719999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1720002.000000 Penalty: 4602.397461
	Iteration 36Q: 3 clusters Score -1720002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1720003.750000 Penalty: 4602.397461
	Iteration 37Q: 3 clusters Score -1720004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1720009.875000 Penalty: 4602.397461
	Iteration 38Q: 3 clusters Score -1720010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1720009.875000 Penalty: 4602.397461
	Iteration 39Q: 3 clusters Score -1720010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1720008.750000 Penalty: 4602.397461
	Iteration 40F: 3 clusters Score -1720009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1720013.375000 Penalty: 4602.397461
	Iteration 41Q: 3 clusters Score -1720013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1720012.375000 Penalty: 4602.397461
	Iteration 42Q: 3 clusters Score -1720012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1720018.375000 Penalty: 4602.397461
	Iteration 43Q: 3 clusters Score -1720018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1720020.625000 Penalty: 4602.397461
	Iteration 44Q: 3 clusters Score -1720021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1720025.125000 Penalty: 4602.397461
	Iteration 45Q: 3 clusters Score -1720025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1720031.375000 Penalty: 4602.397461
	Iteration 46Q: 3 clusters Score -1720031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1720036.125000 Penalty: 4602.397461
	Iteration 47Q: 3 clusters Score -1720036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1720036.625000 Penalty: 4602.397461
	Iteration 48Q: 3 clusters Score -1720037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1720038.875000 Penalty: 4602.397461
	Iteration 49Q: 3 clusters Score -1720039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1720042.375000 Penalty: 4602.397461
	Iteration 50Q: 3 clusters Score -1720042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1720044.875000 Penalty: 4602.397461
	Iteration 51Q: 3 clusters Score -1720045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1720047.125000 Penalty: 4602.397461
	Iteration 52Q: 3 clusters Score -1720047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1720046.750000 Penalty: 4602.397461
	Iteration 53Q: 3 clusters Score -1720047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1720049.000000 Penalty: 4602.397461
	Iteration 54Q: 3 clusters Score -1720049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1720049.000000 Penalty: 4602.397461
	Iteration 55F: 3 clusters Score -1720049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Entering Unmasked Estep 
Score: -583486.375000 Penalty: 2027.675293
	Iteration 0F: 2 clusters Score -583486.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -579867.562500 Penalty: 4055.350586
	Iteration 0F: 3 clusters Score -579867.6 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -580670.187500 Penalty: 4055.350586
	Iteration 1F: 3 clusters Score -580670.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -580841.687500 Penalty: 4055.350586
	Iteration 2F: 3 clusters Score -580841.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -580963.687500 Penalty: 4055.350586
	Iteration 3Q: 3 clusters Score -580963.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -581041.375000 Penalty: 4055.350586
	Iteration 4Q: 3 clusters Score -581041.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -581119.375000 Penalty: 4055.350586
	Iteration 5Q: 3 clusters Score -581119.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -581182.562500 Penalty: 4055.350586
	Iteration 6Q: 3 clusters Score -581182.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -581251.687500 Penalty: 4055.350586
	Iteration 7Q: 3 clusters Score -581251.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -581328.500000 Penalty: 4055.350586
	Iteration 8Q: 3 clusters Score -581328.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -581412.375000 Penalty: 4055.350586
	Iteration 9Q: 3 clusters Score -581412.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -581480.625000 Penalty: 4055.350586
	Iteration 10Q: 3 clusters Score -581480.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -581534.562500 Penalty: 4055.350586
	Iteration 11Q: 3 clusters Score -581534.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -581570.187500 Penalty: 4055.350586
	Iteration 12Q: 3 clusters Score -581570.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -581605.500000 Penalty: 4055.350586
	Iteration 13Q: 3 clusters Score -581605.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -581639.875000 Penalty: 4055.350586
	Iteration 14Q: 3 clusters Score -581639.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -581665.437500 Penalty: 4055.350586
	Iteration 15Q: 3 clusters Score -581665.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -581692.937500 Penalty: 4055.350586
	Iteration 16Q: 3 clusters Score -581692.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -581719.875000 Penalty: 4055.350586
	Iteration 17Q: 3 clusters Score -581719.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -581739.062500 Penalty: 4055.350586
	Iteration 18Q: 3 clusters Score -581739.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -581753.500000 Penalty: 4055.350586
	Iteration 19Q: 3 clusters Score -581753.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -581763.875000 Penalty: 4055.350586
	Iteration 20F: 3 clusters Score -581763.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -581773.625000 Penalty: 4055.350586
	Iteration 21Q: 3 clusters Score -581773.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -581775.000000 Penalty: 4055.350586
	Iteration 22Q: 3 clusters Score -581775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -581775.000000 Penalty: 4055.350586
	Iteration 23F: 3 clusters Score -581775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Entering Unmasked Estep 
Score: -1724830.000000 Penalty: 2314.627930
	Iteration 0F: 2 clusters Score -1724830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1716406.875000 Penalty: 4629.255859
	Iteration 0F: 3 clusters Score -1716407 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1719250.625000 Penalty: 4629.255859
	Iteration 1F: 3 clusters Score -1719251 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1719856.500000 Penalty: 4629.255859
	Iteration 2F: 3 clusters Score -1719856 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1720415.875000 Penalty: 4629.255859
	Iteration 3F: 3 clusters Score -1720416 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1720962.000000 Penalty: 4629.255859
	Iteration 4F: 3 clusters Score -1720962 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1721485.750000 Penalty: 4629.255859
	Iteration 5F: 3 clusters Score -1721486 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1721913.875000 Penalty: 4629.255859
	Iteration 6F: 3 clusters Score -1721914 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1722213.375000 Penalty: 4629.255859
	Iteration 7Q: 3 clusters Score -1722213 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1722439.125000 Penalty: 4629.255859
	Iteration 8Q: 3 clusters Score -1722439 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1722610.500000 Penalty: 4629.255859
	Iteration 9Q: 3 clusters Score -1722610 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1722754.500000 Penalty: 4629.255859
	Iteration 10Q: 3 clusters Score -1722754 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1722866 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1722962 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1723056 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1723157 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1723255 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1723327 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1723434 nChanged 113
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Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1723478 nChanged 92
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Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1723509 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1723533 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1723550 nChanged 76
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Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1723565 nChanged 56
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Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1723577 nChanged 39
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Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1723584 nChanged 29
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Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1723588 nChanged 32
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Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1723593 nChanged 32
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Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1723598 nChanged 29
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Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1723604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1723611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1723617 nChanged 21
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Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1723614 nChanged 24
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Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1723622 nChanged 28
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Mstep: Class 1 contains 5864 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1723628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1723632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1723628 nChanged 22
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Mstep: Class 1 contains 5853 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1723632 nChanged 22
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Mstep: Class 1 contains 5845 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1723639 nChanged 29
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Mstep: Class 1 contains 5840 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1723646 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1723651 nChanged 27
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Mstep: Class 1 contains 5835 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1723655 nChanged 35
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Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1723664 nChanged 33
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Mstep: Class 1 contains 5837 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1723674 nChanged 39
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Mstep: Class 1 contains 5840 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1723678 nChanged 28
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Mstep: Class 1 contains 5838 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1723682 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1723688 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5848 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1723699 nChanged 51
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Mstep: Class 1 contains 5843 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1723713 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1723722 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1723743 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1723753 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1723765 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1723780 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1723801 nChanged 53
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Mstep: Class 1 contains 5905 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1723818 nChanged 63
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Mstep: Class 1 contains 5904 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1723837 nChanged 70
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Mstep: Class 1 contains 5902 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1723862 nChanged 75
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Mstep: Class 1 contains 5901 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1723884 nChanged 64
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Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1723894 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1723903.500000 Penalty: 4629.255859
	Iteration 60F: 3 clusters Score -1723904 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1723921.500000 Penalty: 4629.255859
	Iteration 61Q: 3 clusters Score -1723922 nChanged 41
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Mstep: Class 1 contains 5895 members 
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Entering Unmasked Estep 
Score: -1723926.625000 Penalty: 4629.255859
	Iteration 62Q: 3 clusters Score -1723927 nChanged 38
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Mstep: Class 1 contains 5895 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1723938 nChanged 51
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Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1723949 nChanged 49
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Mstep: Class 1 contains 5871 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1723964 nChanged 49
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1723971 nChanged 45
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1723979 nChanged 39
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1723989 nChanged 54
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	Iteration 69Q: 3 clusters Score -1724011 nChanged 62
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Mstep: Class 1 contains 5766 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1724030 nChanged 70
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Mstep: Class 1 contains 5734 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1724058 nChanged 104
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Mstep: Class 1 contains 5694 members 
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	Iteration 72Q: 3 clusters Score -1724097 nChanged 90
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Mstep: Class 1 contains 5660 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1724119 nChanged 82
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Mstep: Class 1 contains 5632 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1724142 nChanged 77
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Mstep: Class 1 contains 5619 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1724168 nChanged 70
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Mstep: Class 1 contains 5605 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1724182 nChanged 61
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5594 members 
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Entering Unmasked Estep 
Score: -1724207.000000 Penalty: 4629.255859
	Iteration 78Q: 3 clusters Score -1724207 nChanged 37
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Mstep: Class 1 contains 5577 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1724217 nChanged 30
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Mstep: Class 1 contains 5561 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1724222 nChanged 35
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	Iteration 81Q: 3 clusters Score -1724229 nChanged 35
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	Iteration 82Q: 3 clusters Score -1724237 nChanged 34
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Mstep: Class 1 contains 5521 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1724241 nChanged 33
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	Iteration 84Q: 3 clusters Score -1724248 nChanged 28
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	Iteration 85Q: 3 clusters Score -1724251 nChanged 31
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1724255 nChanged 27
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	Iteration 87Q: 3 clusters Score -1724262 nChanged 36
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	Iteration 89Q: 3 clusters Score -1724279 nChanged 26
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	Iteration 92Q: 3 clusters Score -1724296 nChanged 24
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	Iteration 93Q: 3 clusters Score -1724299 nChanged 21
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1724305 nChanged 17
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1724304 nChanged 18
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1724312 nChanged 12
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	Iteration 98Q: 3 clusters Score -1724312 nChanged 6
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1724315 nChanged 6
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	Iteration 100F: 3 clusters Score -1724315 nChanged 3
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	Iteration 101Q: 3 clusters Score -1724318 nChanged 4
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	Iteration 102Q: 3 clusters Score -1724317 nChanged 5
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	Iteration 103Q: 3 clusters Score -1724315 nChanged 6
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	Iteration 104Q: 3 clusters Score -1724318 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1724316.375000 Penalty: 4629.255859
	Iteration 105Q: 3 clusters Score -1724316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1724313.000000 Penalty: 4629.255859
	Iteration 106Q: 3 clusters Score -1724313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1724314.625000 Penalty: 4629.255859
	Iteration 107Q: 3 clusters Score -1724315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1724316.250000 Penalty: 4629.255859
	Iteration 108Q: 3 clusters Score -1724316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1724320.500000 Penalty: 4629.255859
	Iteration 109Q: 3 clusters Score -1724320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1724317.500000 Penalty: 4629.255859
	Iteration 110Q: 3 clusters Score -1724318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1724317.125000 Penalty: 4629.255859
	Iteration 111Q: 3 clusters Score -1724317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1724317.750000 Penalty: 4629.255859
	Iteration 112Q: 3 clusters Score -1724318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1724319.500000 Penalty: 4629.255859
	Iteration 113Q: 3 clusters Score -1724320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1724319.250000 Penalty: 4629.255859
	Iteration 114Q: 3 clusters Score -1724319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1724318.875000 Penalty: 4629.255859
	Iteration 115Q: 3 clusters Score -1724319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1724318.875000 Penalty: 4629.255859
	Iteration 116F: 3 clusters Score -1724319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Entering Unmasked Estep 
Score: -1916179.375000 Penalty: 2330.123047
	Iteration 0F: 2 clusters Score -1916179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1907256.250000 Penalty: 4660.246094
	Iteration 0F: 3 clusters Score -1907256 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1910113.250000 Penalty: 4660.246094
	Iteration 1F: 3 clusters Score -1910113 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1910632.250000 Penalty: 4660.246094
	Iteration 2F: 3 clusters Score -1910632 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1911097.750000 Penalty: 4660.246094
	Iteration 3F: 3 clusters Score -1911098 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1911645.500000 Penalty: 4660.246094
	Iteration 4F: 3 clusters Score -1911646 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1912193.500000 Penalty: 4660.246094
	Iteration 5F: 3 clusters Score -1912194 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1912705.500000 Penalty: 4660.246094
	Iteration 6F: 3 clusters Score -1912706 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1913112.875000 Penalty: 4660.246094
	Iteration 7Q: 3 clusters Score -1913113 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1913438.875000 Penalty: 4660.246094
	Iteration 8Q: 3 clusters Score -1913439 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1913708.000000 Penalty: 4660.246094
	Iteration 9Q: 3 clusters Score -1913708 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1913924.625000 Penalty: 4660.246094
	Iteration 10Q: 3 clusters Score -1913925 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1914077.625000 Penalty: 4660.246094
	Iteration 11Q: 3 clusters Score -1914078 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1914200.500000 Penalty: 4660.246094
	Iteration 12Q: 3 clusters Score -1914200 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1914287.125000 Penalty: 4660.246094
	Iteration 13Q: 3 clusters Score -1914287 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1914354.750000 Penalty: 4660.246094
	Iteration 14Q: 3 clusters Score -1914355 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1914438.750000 Penalty: 4660.246094
	Iteration 15Q: 3 clusters Score -1914439 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1914509.875000 Penalty: 4660.246094
	Iteration 16Q: 3 clusters Score -1914510 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1914575.000000 Penalty: 4660.246094
	Iteration 17Q: 3 clusters Score -1914575 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1914630.625000 Penalty: 4660.246094
	Iteration 18Q: 3 clusters Score -1914631 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1914691.375000 Penalty: 4660.246094
	Iteration 19Q: 3 clusters Score -1914691 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1914742.250000 Penalty: 4660.246094
	Iteration 20F: 3 clusters Score -1914742 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1914780.875000 Penalty: 4660.246094
	Iteration 21Q: 3 clusters Score -1914781 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1914811.000000 Penalty: 4660.246094
	Iteration 22Q: 3 clusters Score -1914811 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1914837.875000 Penalty: 4660.246094
	Iteration 23Q: 3 clusters Score -1914838 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1914861.125000 Penalty: 4660.246094
	Iteration 24Q: 3 clusters Score -1914861 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1914883.875000 Penalty: 4660.246094
	Iteration 25Q: 3 clusters Score -1914884 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1914901.875000 Penalty: 4660.246094
	Iteration 26Q: 3 clusters Score -1914902 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1914918.125000 Penalty: 4660.246094
	Iteration 27Q: 3 clusters Score -1914918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1914937.625000 Penalty: 4660.246094
	Iteration 28Q: 3 clusters Score -1914938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1914954.000000 Penalty: 4660.246094
	Iteration 29Q: 3 clusters Score -1914954 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1914969.875000 Penalty: 4660.246094
	Iteration 30Q: 3 clusters Score -1914970 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1914987.625000 Penalty: 4660.246094
	Iteration 31Q: 3 clusters Score -1914988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1915004.750000 Penalty: 4660.246094
	Iteration 32Q: 3 clusters Score -1915005 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1915017.625000 Penalty: 4660.246094
	Iteration 33Q: 3 clusters Score -1915018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1915040.875000 Penalty: 4660.246094
	Iteration 34Q: 3 clusters Score -1915041 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1915050.000000 Penalty: 4660.246094
	Iteration 35Q: 3 clusters Score -1915050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1915065.750000 Penalty: 4660.246094
	Iteration 36Q: 3 clusters Score -1915066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1915079.375000 Penalty: 4660.246094
	Iteration 37Q: 3 clusters Score -1915079 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1915101.500000 Penalty: 4660.246094
	Iteration 38Q: 3 clusters Score -1915102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1915121.000000 Penalty: 4660.246094
	Iteration 39Q: 3 clusters Score -1915121 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1915138.625000 Penalty: 4660.246094
	Iteration 40F: 3 clusters Score -1915139 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1915156.125000 Penalty: 4660.246094
	Iteration 41Q: 3 clusters Score -1915156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1915165.000000 Penalty: 4660.246094
	Iteration 42Q: 3 clusters Score -1915165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1915176.000000 Penalty: 4660.246094
	Iteration 43Q: 3 clusters Score -1915176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1915185.250000 Penalty: 4660.246094
	Iteration 44Q: 3 clusters Score -1915185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1915188.375000 Penalty: 4660.246094
	Iteration 45Q: 3 clusters Score -1915188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1915195.750000 Penalty: 4660.246094
	Iteration 46Q: 3 clusters Score -1915196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1915205.875000 Penalty: 4660.246094
	Iteration 47Q: 3 clusters Score -1915206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1915211.500000 Penalty: 4660.246094
	Iteration 48Q: 3 clusters Score -1915212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1915214.375000 Penalty: 4660.246094
	Iteration 49Q: 3 clusters Score -1915214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1915224.000000 Penalty: 4660.246094
	Iteration 50Q: 3 clusters Score -1915224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1915228.000000 Penalty: 4660.246094
	Iteration 51Q: 3 clusters Score -1915228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1915228.375000 Penalty: 4660.246094
	Iteration 52Q: 3 clusters Score -1915228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1915237.375000 Penalty: 4660.246094
	Iteration 53Q: 3 clusters Score -1915237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1915243.250000 Penalty: 4660.246094
	Iteration 54Q: 3 clusters Score -1915243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1915242.875000 Penalty: 4660.246094
	Iteration 55Q: 3 clusters Score -1915243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1915245.625000 Penalty: 4660.246094
	Iteration 56Q: 3 clusters Score -1915246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1915259.250000 Penalty: 4660.246094
	Iteration 57Q: 3 clusters Score -1915259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1915270.250000 Penalty: 4660.246094
	Iteration 58Q: 3 clusters Score -1915270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1915276.125000 Penalty: 4660.246094
	Iteration 59Q: 3 clusters Score -1915276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1915285.250000 Penalty: 4660.246094
	Iteration 60F: 3 clusters Score -1915285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1915285.375000 Penalty: 4660.246094
	Iteration 61Q: 3 clusters Score -1915285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1915287.875000 Penalty: 4660.246094
	Iteration 62Q: 3 clusters Score -1915288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1915290.750000 Penalty: 4660.246094
	Iteration 63Q: 3 clusters Score -1915291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1915292.750000 Penalty: 4660.246094
	Iteration 64Q: 3 clusters Score -1915293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1915293.750000 Penalty: 4660.246094
	Iteration 65Q: 3 clusters Score -1915294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1915297.000000 Penalty: 4660.246094
	Iteration 66Q: 3 clusters Score -1915297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1915298.875000 Penalty: 4660.246094
	Iteration 67Q: 3 clusters Score -1915299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1915298.875000 Penalty: 4660.246094
	Iteration 68F: 3 clusters Score -1915299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Entering Unmasked Estep 
Score: -617577.750000 Penalty: 2035.164917
	Iteration 0F: 2 clusters Score -617577.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -613902.125000 Penalty: 4070.329834
	Iteration 0F: 3 clusters Score -613902.1 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -614786.937500 Penalty: 4070.329834
	Iteration 1F: 3 clusters Score -614786.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -614976.500000 Penalty: 4070.329834
	Iteration 2F: 3 clusters Score -614976.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -615088.500000 Penalty: 4070.329834
	Iteration 3Q: 3 clusters Score -615088.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -615170.312500 Penalty: 4070.329834
	Iteration 4Q: 3 clusters Score -615170.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -615250.312500 Penalty: 4070.329834
	Iteration 5Q: 3 clusters Score -615250.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -615317.500000 Penalty: 4070.329834
	Iteration 6Q: 3 clusters Score -615317.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -615378.312500 Penalty: 4070.329834
	Iteration 7Q: 3 clusters Score -615378.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -615429.312500 Penalty: 4070.329834
	Iteration 8Q: 3 clusters Score -615429.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -615477.187500 Penalty: 4070.329834
	Iteration 9Q: 3 clusters Score -615477.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -615530.500000 Penalty: 4070.329834
	Iteration 10Q: 3 clusters Score -615530.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -615582.437500 Penalty: 4070.329834
	Iteration 11Q: 3 clusters Score -615582.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -615621.250000 Penalty: 4070.329834
	Iteration 12Q: 3 clusters Score -615621.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -615668.812500 Penalty: 4070.329834
	Iteration 13Q: 3 clusters Score -615668.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -615717.250000 Penalty: 4070.329834
	Iteration 14Q: 3 clusters Score -615717.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -615770.562500 Penalty: 4070.329834
	Iteration 15Q: 3 clusters Score -615770.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -615837.437500 Penalty: 4070.329834
	Iteration 16Q: 3 clusters Score -615837.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -615914.937500 Penalty: 4070.329834
	Iteration 17Q: 3 clusters Score -615914.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -616025.875000 Penalty: 4070.329834
	Iteration 18Q: 3 clusters Score -616025.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -616129.687500 Penalty: 4070.329834
	Iteration 19Q: 3 clusters Score -616129.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -616231.000000 Penalty: 4070.329834
	Iteration 20F: 3 clusters Score -616231 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -616319.937500 Penalty: 4070.329834
	Iteration 21Q: 3 clusters Score -616319.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -616397.875000 Penalty: 4070.329834
	Iteration 22Q: 3 clusters Score -616397.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -616467.250000 Penalty: 4070.329834
	Iteration 23Q: 3 clusters Score -616467.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -616526.875000 Penalty: 4070.329834
	Iteration 24Q: 3 clusters Score -616526.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -616570.437500 Penalty: 4070.329834
	Iteration 25Q: 3 clusters Score -616570.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -616606.312500 Penalty: 4070.329834
	Iteration 26Q: 3 clusters Score -616606.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -616623.437500 Penalty: 4070.329834
	Iteration 27Q: 3 clusters Score -616623.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -616634.187500 Penalty: 4070.329834
	Iteration 28Q: 3 clusters Score -616634.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -616641.625000 Penalty: 4070.329834
	Iteration 29Q: 3 clusters Score -616641.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -616650.125000 Penalty: 4070.329834
	Iteration 30Q: 3 clusters Score -616650.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -616659.625000 Penalty: 4070.329834
	Iteration 31Q: 3 clusters Score -616659.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -616662.625000 Penalty: 4070.329834
	Iteration 32Q: 3 clusters Score -616662.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -616670.187500 Penalty: 4070.329834
	Iteration 33Q: 3 clusters Score -616670.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -616672.937500 Penalty: 4070.329834
	Iteration 34Q: 3 clusters Score -616672.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -616674.937500 Penalty: 4070.329834
	Iteration 35Q: 3 clusters Score -616674.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -616677.125000 Penalty: 4070.329834
	Iteration 36Q: 3 clusters Score -616677.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -616677.750000 Penalty: 4070.329834
	Iteration 37Q: 3 clusters Score -616677.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -616678.750000 Penalty: 4070.329834
	Iteration 38Q: 3 clusters Score -616678.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -616678.750000 Penalty: 4070.329834
	Iteration 39F: 3 clusters Score -616678.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Entering Unmasked Estep 
Score: -2120215.250000 Penalty: 2353.148682
	Iteration 0F: 2 clusters Score -2120215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2110527.250000 Penalty: 4706.297363
	Iteration 0F: 3 clusters Score -2110527 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2113843.250000 Penalty: 4706.297363
	Iteration 1F: 3 clusters Score -2113843 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2114505.750000 Penalty: 4706.297363
	Iteration 2F: 3 clusters Score -2114506 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2115191.250000 Penalty: 4706.297363
	Iteration 3F: 3 clusters Score -2115191 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2115865.000000 Penalty: 4706.297363
	Iteration 4F: 3 clusters Score -2115865 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2116490.000000 Penalty: 4706.297363
	Iteration 5F: 3 clusters Score -2116490 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2117055.750000 Penalty: 4706.297363
	Iteration 6F: 3 clusters Score -2117056 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2117588.250000 Penalty: 4706.297363
	Iteration 7F: 3 clusters Score -2117588 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2117994.250000 Penalty: 4706.297363
	Iteration 8Q: 3 clusters Score -2117994 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2118251.500000 Penalty: 4706.297363
	Iteration 9Q: 3 clusters Score -2118252 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2118440.000000 Penalty: 4706.297363
	Iteration 10Q: 3 clusters Score -2118440 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2118572.500000 Penalty: 4706.297363
	Iteration 11Q: 3 clusters Score -2118572 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2118671.500000 Penalty: 4706.297363
	Iteration 12Q: 3 clusters Score -2118672 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2118747.750000 Penalty: 4706.297363
	Iteration 13Q: 3 clusters Score -2118748 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2118808.000000 Penalty: 4706.297363
	Iteration 14Q: 3 clusters Score -2118808 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2118855.500000 Penalty: 4706.297363
	Iteration 15Q: 3 clusters Score -2118856 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2118902.250000 Penalty: 4706.297363
	Iteration 16Q: 3 clusters Score -2118902 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2118946.750000 Penalty: 4706.297363
	Iteration 17Q: 3 clusters Score -2118947 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2118975.500000 Penalty: 4706.297363
	Iteration 18Q: 3 clusters Score -2118976 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2119003.250000 Penalty: 4706.297363
	Iteration 19Q: 3 clusters Score -2119003 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2119022.750000 Penalty: 4706.297363
	Iteration 20F: 3 clusters Score -2119023 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2119053.250000 Penalty: 4706.297363
	Iteration 21Q: 3 clusters Score -2119053 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2119059.500000 Penalty: 4706.297363
	Iteration 22Q: 3 clusters Score -2119060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2119074.000000 Penalty: 4706.297363
	Iteration 23Q: 3 clusters Score -2119074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2119077.000000 Penalty: 4706.297363
	Iteration 24Q: 3 clusters Score -2119077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2119088.750000 Penalty: 4706.297363
	Iteration 25Q: 3 clusters Score -2119089 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2119097.750000 Penalty: 4706.297363
	Iteration 26Q: 3 clusters Score -2119098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2119100.750000 Penalty: 4706.297363
	Iteration 27Q: 3 clusters Score -2119101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2119110.250000 Penalty: 4706.297363
	Iteration 28Q: 3 clusters Score -2119110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2119120.000000 Penalty: 4706.297363
	Iteration 29Q: 3 clusters Score -2119120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2119126.250000 Penalty: 4706.297363
	Iteration 30Q: 3 clusters Score -2119126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2119126.250000 Penalty: 4706.297363
	Iteration 31Q: 3 clusters Score -2119126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2119135.250000 Penalty: 4706.297363
	Iteration 32Q: 3 clusters Score -2119135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2119138.000000 Penalty: 4706.297363
	Iteration 33Q: 3 clusters Score -2119138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2119133.250000 Penalty: 4706.297363
	Iteration 34Q: 3 clusters Score -2119133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2119140.500000 Penalty: 4706.297363
	Iteration 35Q: 3 clusters Score -2119140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2119150.000000 Penalty: 4706.297363
	Iteration 36Q: 3 clusters Score -2119150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2119155.250000 Penalty: 4706.297363
	Iteration 37Q: 3 clusters Score -2119155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2119168.500000 Penalty: 4706.297363
	Iteration 38Q: 3 clusters Score -2119168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2119178.750000 Penalty: 4706.297363
	Iteration 39Q: 3 clusters Score -2119179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2119183.500000 Penalty: 4706.297363
	Iteration 40F: 3 clusters Score -2119184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2119187.250000 Penalty: 4706.297363
	Iteration 41Q: 3 clusters Score -2119187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2119195.500000 Penalty: 4706.297363
	Iteration 42Q: 3 clusters Score -2119196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2119197.750000 Penalty: 4706.297363
	Iteration 43Q: 3 clusters Score -2119198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2119203.750000 Penalty: 4706.297363
	Iteration 44Q: 3 clusters Score -2119204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2119203.000000 Penalty: 4706.297363
	Iteration 45Q: 3 clusters Score -2119203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2119209.500000 Penalty: 4706.297363
	Iteration 46Q: 3 clusters Score -2119210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2119209.000000 Penalty: 4706.297363
	Iteration 47Q: 3 clusters Score -2119209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2119212.000000 Penalty: 4706.297363
	Iteration 48Q: 3 clusters Score -2119212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2119212.000000 Penalty: 4706.297363
	Iteration 49Q: 3 clusters Score -2119212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2119212.250000 Penalty: 4706.297363
	Iteration 50Q: 3 clusters Score -2119212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2119216.500000 Penalty: 4706.297363
	Iteration 51Q: 3 clusters Score -2119216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2119221.000000 Penalty: 4706.297363
	Iteration 52Q: 3 clusters Score -2119221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2119225.750000 Penalty: 4706.297363
	Iteration 53Q: 3 clusters Score -2119226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2119226.250000 Penalty: 4706.297363
	Iteration 54Q: 3 clusters Score -2119226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2119230.250000 Penalty: 4706.297363
	Iteration 55Q: 3 clusters Score -2119230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2119237.500000 Penalty: 4706.297363
	Iteration 56Q: 3 clusters Score -2119238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2119237.500000 Penalty: 4706.297363
	Iteration 57Q: 3 clusters Score -2119238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2119239.500000 Penalty: 4706.297363
	Iteration 58Q: 3 clusters Score -2119240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2119238.250000 Penalty: 4706.297363
	Iteration 59Q: 3 clusters Score -2119238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2119238.250000 Penalty: 4706.297363
	Iteration 60F: 3 clusters Score -2119238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2119239.000000 Penalty: 4706.297363
	Iteration 61Q: 3 clusters Score -2119239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2119239.000000 Penalty: 4706.297363
	Iteration 62F: 3 clusters Score -2119239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Entering Unmasked Estep 
Score: -2335890.500000 Penalty: 2364.400146
	Iteration 0F: 2 clusters Score -2335890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2325857.500000 Penalty: 4728.800293
	Iteration 0F: 3 clusters Score -2325858 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2328977.000000 Penalty: 4728.800293
	Iteration 1F: 3 clusters Score -2328977 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2329290.000000 Penalty: 4728.800293
	Iteration 2F: 3 clusters Score -2329290 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2329528.250000 Penalty: 4728.800293
	Iteration 3Q: 3 clusters Score -2329528 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2329718.000000 Penalty: 4728.800293
	Iteration 4Q: 3 clusters Score -2329718 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2329877.500000 Penalty: 4728.800293
	Iteration 5Q: 3 clusters Score -2329878 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2330030.250000 Penalty: 4728.800293
	Iteration 6Q: 3 clusters Score -2330030 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2330160.500000 Penalty: 4728.800293
	Iteration 7Q: 3 clusters Score -2330160 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2330278.000000 Penalty: 4728.800293
	Iteration 8Q: 3 clusters Score -2330278 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2330413.000000 Penalty: 4728.800293
	Iteration 9Q: 3 clusters Score -2330413 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2330577.250000 Penalty: 4728.800293
	Iteration 10Q: 3 clusters Score -2330577 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2330771.500000 Penalty: 4728.800293
	Iteration 11Q: 3 clusters Score -2330772 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2331049.750000 Penalty: 4728.800293
	Iteration 12Q: 3 clusters Score -2331050 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2331355.500000 Penalty: 4728.800293
	Iteration 13Q: 3 clusters Score -2331356 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2331744.500000 Penalty: 4728.800293
	Iteration 14Q: 3 clusters Score -2331744 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2332131.750000 Penalty: 4728.800293
	Iteration 15Q: 3 clusters Score -2332132 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2332481.500000 Penalty: 4728.800293
	Iteration 16Q: 3 clusters Score -2332482 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2332860.250000 Penalty: 4728.800293
	Iteration 17Q: 3 clusters Score -2332860 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2333143.000000 Penalty: 4728.800293
	Iteration 18Q: 3 clusters Score -2333143 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2333309.750000 Penalty: 4728.800293
	Iteration 19Q: 3 clusters Score -2333310 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2333421.500000 Penalty: 4728.800293
	Iteration 20F: 3 clusters Score -2333422 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2333529.250000 Penalty: 4728.800293
	Iteration 21Q: 3 clusters Score -2333529 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2333618.500000 Penalty: 4728.800293
	Iteration 22Q: 3 clusters Score -2333618 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2333687.500000 Penalty: 4728.800293
	Iteration 23Q: 3 clusters Score -2333688 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2333738.750000 Penalty: 4728.800293
	Iteration 24Q: 3 clusters Score -2333739 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2333771.000000 Penalty: 4728.800293
	Iteration 25Q: 3 clusters Score -2333771 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2333794.500000 Penalty: 4728.800293
	Iteration 26Q: 3 clusters Score -2333794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2333822.250000 Penalty: 4728.800293
	Iteration 27Q: 3 clusters Score -2333822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2333840.250000 Penalty: 4728.800293
	Iteration 28Q: 3 clusters Score -2333840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2333857.500000 Penalty: 4728.800293
	Iteration 29Q: 3 clusters Score -2333858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2333869.500000 Penalty: 4728.800293
	Iteration 30Q: 3 clusters Score -2333870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2333871.000000 Penalty: 4728.800293
	Iteration 31Q: 3 clusters Score -2333871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2333873.250000 Penalty: 4728.800293
	Iteration 32Q: 3 clusters Score -2333873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2333871.250000 Penalty: 4728.800293
	Iteration 33Q: 3 clusters Score -2333871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2333875.750000 Penalty: 4728.800293
	Iteration 34Q: 3 clusters Score -2333876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2333876.250000 Penalty: 4728.800293
	Iteration 35Q: 3 clusters Score -2333876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2333880.250000 Penalty: 4728.800293
	Iteration 36Q: 3 clusters Score -2333880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2333879.750000 Penalty: 4728.800293
	Iteration 37Q: 3 clusters Score -2333880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2333879.250000 Penalty: 4728.800293
	Iteration 38Q: 3 clusters Score -2333879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2333883.250000 Penalty: 4728.800293
	Iteration 39Q: 3 clusters Score -2333883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2333886.500000 Penalty: 4728.800293
	Iteration 40F: 3 clusters Score -2333886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2333882.250000 Penalty: 4728.800293
	Iteration 41Q: 3 clusters Score -2333882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2333883.250000 Penalty: 4728.800293
	Iteration 42Q: 3 clusters Score -2333883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2333883.250000 Penalty: 4728.800293
	Iteration 43F: 3 clusters Score -2333883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -46702.746094 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -46702.75 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 162 members 
Entering Unmasked Estep 
Score: -45427.687500 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -45427.69 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45546.691406 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -45546.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45611.984375 Penalty: 2861.087158
	Iteration 2Q: 3 clusters Score -45611.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45645.519531 Penalty: 2861.087158
	Iteration 3Q: 3 clusters Score -45645.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45659.453125 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -45659.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45669.640625 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -45669.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45676.710938 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -45676.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45703.894531 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -45703.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45742.191406 Penalty: 2861.087158
	Iteration 8Q: 3 clusters Score -45742.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45772.343750 Penalty: 2861.087158
	Iteration 9Q: 3 clusters Score -45772.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45797.253906 Penalty: 2861.087158
	Iteration 10Q: 3 clusters Score -45797.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45820.496094 Penalty: 2861.087158
	Iteration 11Q: 3 clusters Score -45820.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45836.878906 Penalty: 2861.087158
	Iteration 12Q: 3 clusters Score -45836.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45840.558594 Penalty: 2861.087158
	Iteration 13Q: 3 clusters Score -45840.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45845.246094 Penalty: 2861.087158
	Iteration 14Q: 3 clusters Score -45845.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45845.246094 Penalty: 2861.087158
	Iteration 15F: 3 clusters Score -45845.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -198379.062500 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -198379.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -196262.843750 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -196262.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -196602.187500 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -196602.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -196708.187500 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -196708.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -196780.343750 Penalty: 3514.606934
	Iteration 3Q: 3 clusters Score -196780.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -196821.937500 Penalty: 3514.606934
	Iteration 4Q: 3 clusters Score -196821.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -196845.687500 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -196845.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -196860.734375 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -196860.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -196870.546875 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -196870.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -196883.781250 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -196883.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -196897.109375 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -196897.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -196903.890625 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -196903.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -196914.015625 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -196914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -196930.187500 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -196930.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -196938.953125 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -196939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -196946.453125 Penalty: 3514.606934
	Iteration 14Q: 3 clusters Score -196946.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -196950.406250 Penalty: 3514.606934
	Iteration 15Q: 3 clusters Score -196950.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -196955.875000 Penalty: 3514.606934
	Iteration 16Q: 3 clusters Score -196955.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -196959.921875 Penalty: 3514.606934
	Iteration 17Q: 3 clusters Score -196959.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -196963.156250 Penalty: 3514.606934
	Iteration 18Q: 3 clusters Score -196963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -196968.640625 Penalty: 3514.606934
	Iteration 19Q: 3 clusters Score -196968.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -196978.343750 Penalty: 3514.606934
	Iteration 20F: 3 clusters Score -196978.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -196988.437500 Penalty: 3514.606934
	Iteration 21Q: 3 clusters Score -196988.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -196994.093750 Penalty: 3514.606934
	Iteration 22Q: 3 clusters Score -196994.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -196995.031250 Penalty: 3514.606934
	Iteration 23Q: 3 clusters Score -196995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -196995.031250 Penalty: 3514.606934
	Iteration 24F: 3 clusters Score -196995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Entering Unmasked Estep 
Score: -1037522.187500 Penalty: 2166.370361
	Iteration 0F: 2 clusters Score -1037522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1032219.937500 Penalty: 4332.740723
	Iteration 0F: 3 clusters Score -1032220 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1033837.250000 Penalty: 4332.740723
	Iteration 1F: 3 clusters Score -1033837 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1034572.125000 Penalty: 4332.740723
	Iteration 2F: 3 clusters Score -1034572 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1035491.500000 Penalty: 4332.740723
	Iteration 3F: 3 clusters Score -1035492 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1036121.750000 Penalty: 4332.740723
	Iteration 4F: 3 clusters Score -1036122 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1036473.187500 Penalty: 4332.740723
	Iteration 5F: 3 clusters Score -1036473 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1036628.187500 Penalty: 4332.740723
	Iteration 6Q: 3 clusters Score -1036628 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1036719.062500 Penalty: 4332.740723
	Iteration 7Q: 3 clusters Score -1036719 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1036771.875000 Penalty: 4332.740723
	Iteration 8Q: 3 clusters Score -1036772 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1036796.625000 Penalty: 4332.740723
	Iteration 9Q: 3 clusters Score -1036797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1036808.625000 Penalty: 4332.740723
	Iteration 10Q: 3 clusters Score -1036809 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1036819.750000 Penalty: 4332.740723
	Iteration 11Q: 3 clusters Score -1036820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1036822.500000 Penalty: 4332.740723
	Iteration 12Q: 3 clusters Score -1036822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1036828.937500 Penalty: 4332.740723
	Iteration 13Q: 3 clusters Score -1036829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1036829.625000 Penalty: 4332.740723
	Iteration 14Q: 3 clusters Score -1036830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1036831.875000 Penalty: 4332.740723
	Iteration 15Q: 3 clusters Score -1036832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1036834.062500 Penalty: 4332.740723
	Iteration 16Q: 3 clusters Score -1036834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1036834.187500 Penalty: 4332.740723
	Iteration 17Q: 3 clusters Score -1036834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1036833.437500 Penalty: 4332.740723
	Iteration 18Q: 3 clusters Score -1036833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1036835.437500 Penalty: 4332.740723
	Iteration 19Q: 3 clusters Score -1036835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1036835.437500 Penalty: 4332.740723
	Iteration 20F: 3 clusters Score -1036835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54812 members 
Entering Unmasked Estep 
Score: -9316724.000000 Penalty: 2706.092773
	Iteration 0F: 2 clusters Score -9316724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -9280688.000000 Penalty: 5412.185547
	Iteration 0F: 3 clusters Score -9280688 nChanged 25549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -9294898.000000 Penalty: 5412.185547
	Iteration 1F: 3 clusters Score -9294898 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -9295709.000000 Penalty: 5412.185547
	Iteration 2Q: 3 clusters Score -9295709 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -9296886.000000 Penalty: 5412.185547
	Iteration 3F: 3 clusters Score -9296886 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -9298852.000000 Penalty: 5412.185547
	Iteration 4F: 3 clusters Score -9298852 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -9301687.000000 Penalty: 5412.185547
	Iteration 5F: 3 clusters Score -9301687 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -9304839.000000 Penalty: 5412.185547
	Iteration 6F: 3 clusters Score -9304839 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -9307471.000000 Penalty: 5412.185547
	Iteration 7F: 3 clusters Score -9307471 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -9309490.000000 Penalty: 5412.185547
	Iteration 8F: 3 clusters Score -9309490 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -9311038.000000 Penalty: 5412.185547
	Iteration 9Q: 3 clusters Score -9311038 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -9312345.000000 Penalty: 5412.185547
	Iteration 10Q: 3 clusters Score -9312345 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -9313187.000000 Penalty: 5412.185547
	Iteration 11Q: 3 clusters Score -9313187 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 50149 members 
Entering Unmasked Estep 
Score: -9313716.000000 Penalty: 5412.185547
	Iteration 12Q: 3 clusters Score -9313716 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -9314099.000000 Penalty: 5412.185547
	Iteration 13Q: 3 clusters Score -9314099 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 50829 members 
Entering Unmasked Estep 
Score: -9314311.000000 Penalty: 5412.185547
	Iteration 14Q: 3 clusters Score -9314311 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -9314471.000000 Penalty: 5412.185547
	Iteration 15Q: 3 clusters Score -9314471 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -9314588.000000 Penalty: 5412.185547
	Iteration 16Q: 3 clusters Score -9314588 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -9314694.000000 Penalty: 5412.185547
	Iteration 17Q: 3 clusters Score -9314694 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -9314779.000000 Penalty: 5412.185547
	Iteration 18Q: 3 clusters Score -9314779 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -9314837.000000 Penalty: 5412.185547
	Iteration 19Q: 3 clusters Score -9314837 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -9314911.000000 Penalty: 5412.185547
	Iteration 20F: 3 clusters Score -9314911 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 51897 members 
Entering Unmasked Estep 
Score: -9314946.000000 Penalty: 5412.185547
	Iteration 21Q: 3 clusters Score -9314946 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -9314983.000000 Penalty: 5412.185547
	Iteration 22Q: 3 clusters Score -9314983 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 52050 members 
Entering Unmasked Estep 
Score: -9315023.000000 Penalty: 5412.185547
	Iteration 23Q: 3 clusters Score -9315023 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -9315047.000000 Penalty: 5412.185547
	Iteration 24Q: 3 clusters Score -9315047 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -9315071.000000 Penalty: 5412.185547
	Iteration 25Q: 3 clusters Score -9315071 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -9315063.000000 Penalty: 5412.185547
	Iteration 26Q: 3 clusters Score -9315063 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -9315061.000000 Penalty: 5412.185547
	Iteration 27Q: 3 clusters Score -9315061 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -9315056.000000 Penalty: 5412.185547
	Iteration 28Q: 3 clusters Score -9315056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -9315056.000000 Penalty: 5412.185547
	Iteration 29Q: 3 clusters Score -9315056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -9315061.000000 Penalty: 5412.185547
	Iteration 30Q: 3 clusters Score -9315061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -9315067.000000 Penalty: 5412.185547
	Iteration 31Q: 3 clusters Score -9315067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 52331 members 
Entering Unmasked Estep 
Score: -9315068.000000 Penalty: 5412.185547
	Iteration 32Q: 3 clusters Score -9315068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -9315067.000000 Penalty: 5412.185547
	Iteration 33Q: 3 clusters Score -9315067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -9315067.000000 Penalty: 5412.185547
	Iteration 34Q: 3 clusters Score -9315067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -9315067.000000 Penalty: 5412.185547
	Iteration 35Q: 3 clusters Score -9315067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 52359 members 
Entering Unmasked Estep 
Score: -9315068.000000 Penalty: 5412.185547
	Iteration 36Q: 3 clusters Score -9315068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -9315068.000000 Penalty: 5412.185547
	Iteration 37Q: 3 clusters Score -9315068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -9315072.000000 Penalty: 5412.185547
	Iteration 38Q: 3 clusters Score -9315072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -9315072.000000 Penalty: 5412.185547
	Iteration 39Q: 3 clusters Score -9315072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -9315069.000000 Penalty: 5412.185547
	Iteration 40F: 3 clusters Score -9315069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -9315053.000000 Penalty: 5412.185547
	Iteration 41Q: 3 clusters Score -9315053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -9315057.000000 Penalty: 5412.185547
	Iteration 42Q: 3 clusters Score -9315057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -9315062.000000 Penalty: 5412.185547
	Iteration 43Q: 3 clusters Score -9315062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -9315073.000000 Penalty: 5412.185547
	Iteration 44Q: 3 clusters Score -9315073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -9315067.000000 Penalty: 5412.185547
	Iteration 45Q: 3 clusters Score -9315067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -9315067.000000 Penalty: 5412.185547
	Iteration 46Q: 3 clusters Score -9315067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -9315069.000000 Penalty: 5412.185547
	Iteration 47Q: 3 clusters Score -9315069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -9315075.000000 Penalty: 5412.185547
	Iteration 48Q: 3 clusters Score -9315075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 52413 members 
Entering Unmasked Estep 
Score: -9315070.000000 Penalty: 5412.185547
	Iteration 49Q: 3 clusters Score -9315070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -9315068.000000 Penalty: 5412.185547
	Iteration 50Q: 3 clusters Score -9315068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -9315068.000000 Penalty: 5412.185547
	Iteration 51F: 3 clusters Score -9315068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Entering Unmasked Estep 
Score: -1893715.875000 Penalty: 2310.157471
	Iteration 0F: 2 clusters Score -1893716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1885363.750000 Penalty: 4620.314941
	Iteration 0F: 3 clusters Score -1885364 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1887832.625000 Penalty: 4620.314941
	Iteration 1F: 3 clusters Score -1887833 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1888175.125000 Penalty: 4620.314941
	Iteration 2F: 3 clusters Score -1888175 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1888424.875000 Penalty: 4620.314941
	Iteration 3F: 3 clusters Score -1888425 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1888650.250000 Penalty: 4620.314941
	Iteration 4Q: 3 clusters Score -1888650 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1888878.625000 Penalty: 4620.314941
	Iteration 5Q: 3 clusters Score -1888879 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1889086.375000 Penalty: 4620.314941
	Iteration 6Q: 3 clusters Score -1889086 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1889284.000000 Penalty: 4620.314941
	Iteration 7Q: 3 clusters Score -1889284 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1889486.375000 Penalty: 4620.314941
	Iteration 8Q: 3 clusters Score -1889486 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1889681.500000 Penalty: 4620.314941
	Iteration 9Q: 3 clusters Score -1889682 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1889900.000000 Penalty: 4620.314941
	Iteration 10Q: 3 clusters Score -1889900 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1890130.250000 Penalty: 4620.314941
	Iteration 11Q: 3 clusters Score -1890130 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1890374.750000 Penalty: 4620.314941
	Iteration 12Q: 3 clusters Score -1890375 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1890609.625000 Penalty: 4620.314941
	Iteration 13Q: 3 clusters Score -1890610 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1890797.125000 Penalty: 4620.314941
	Iteration 14Q: 3 clusters Score -1890797 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1890944.500000 Penalty: 4620.314941
	Iteration 15Q: 3 clusters Score -1890944 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1891073.375000 Penalty: 4620.314941
	Iteration 16Q: 3 clusters Score -1891073 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1891186.625000 Penalty: 4620.314941
	Iteration 17Q: 3 clusters Score -1891187 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1891270.750000 Penalty: 4620.314941
	Iteration 18Q: 3 clusters Score -1891271 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1891359.375000 Penalty: 4620.314941
	Iteration 19Q: 3 clusters Score -1891359 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1891453.000000 Penalty: 4620.314941
	Iteration 20F: 3 clusters Score -1891453 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1891519.125000 Penalty: 4620.314941
	Iteration 21Q: 3 clusters Score -1891519 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1891580.875000 Penalty: 4620.314941
	Iteration 22Q: 3 clusters Score -1891581 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1891624.500000 Penalty: 4620.314941
	Iteration 23Q: 3 clusters Score -1891624 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1891654.125000 Penalty: 4620.314941
	Iteration 24Q: 3 clusters Score -1891654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1891689.000000 Penalty: 4620.314941
	Iteration 25Q: 3 clusters Score -1891689 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1891719.000000 Penalty: 4620.314941
	Iteration 26Q: 3 clusters Score -1891719 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1891749.000000 Penalty: 4620.314941
	Iteration 27Q: 3 clusters Score -1891749 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1891770.750000 Penalty: 4620.314941
	Iteration 28Q: 3 clusters Score -1891771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1891780.375000 Penalty: 4620.314941
	Iteration 29Q: 3 clusters Score -1891780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1891799.500000 Penalty: 4620.314941
	Iteration 30Q: 3 clusters Score -1891800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1891806.000000 Penalty: 4620.314941
	Iteration 31Q: 3 clusters Score -1891806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1891810.625000 Penalty: 4620.314941
	Iteration 32Q: 3 clusters Score -1891811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1891816.500000 Penalty: 4620.314941
	Iteration 33Q: 3 clusters Score -1891816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1891818.625000 Penalty: 4620.314941
	Iteration 34Q: 3 clusters Score -1891819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1891823.000000 Penalty: 4620.314941
	Iteration 35Q: 3 clusters Score -1891823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1891823.625000 Penalty: 4620.314941
	Iteration 36Q: 3 clusters Score -1891824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1891825.625000 Penalty: 4620.314941
	Iteration 37Q: 3 clusters Score -1891826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1891829.250000 Penalty: 4620.314941
	Iteration 38Q: 3 clusters Score -1891829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1891828.750000 Penalty: 4620.314941
	Iteration 39Q: 3 clusters Score -1891829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1891828.750000 Penalty: 4620.314941
	Iteration 40F: 3 clusters Score -1891829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69986 members 
Entering Unmasked Estep 
Score: -11666718.000000 Penalty: 2766.700684
	Iteration 0F: 2 clusters Score -1.166672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -11620596.000000 Penalty: 5533.401367
	Iteration 0F: 3 clusters Score -1.16206e+07 nChanged 32851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -11639311.000000 Penalty: 5533.401367
	Iteration 1F: 3 clusters Score -1.163931e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -11640436.000000 Penalty: 5533.401367
	Iteration 2Q: 3 clusters Score -1.164044e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -11641770.000000 Penalty: 5533.401367
	Iteration 3Q: 3 clusters Score -1.164177e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -11643480.000000 Penalty: 5533.401367
	Iteration 4F: 3 clusters Score -1.164348e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -11645410.000000 Penalty: 5533.401367
	Iteration 5F: 3 clusters Score -1.164541e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -11647775.000000 Penalty: 5533.401367
	Iteration 6F: 3 clusters Score -1.164778e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -11650592.000000 Penalty: 5533.401367
	Iteration 7F: 3 clusters Score -1.165059e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -11653939.000000 Penalty: 5533.401367
	Iteration 8F: 3 clusters Score -1.165394e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -11657177.000000 Penalty: 5533.401367
	Iteration 9F: 3 clusters Score -1.165718e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 63537 members 
Entering Unmasked Estep 
Score: -11659939.000000 Penalty: 5533.401367
	Iteration 10Q: 3 clusters Score -1.165994e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -11661859.000000 Penalty: 5533.401367
	Iteration 11Q: 3 clusters Score -1.166186e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 66841 members 
Entering Unmasked Estep 
Score: -11663080.000000 Penalty: 5533.401367
	Iteration 12Q: 3 clusters Score -1.166308e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 67430 members 
Entering Unmasked Estep 
Score: -11663810.000000 Penalty: 5533.401367
	Iteration 13Q: 3 clusters Score -1.166381e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 67739 members 
Entering Unmasked Estep 
Score: -11664153.000000 Penalty: 5533.401367
	Iteration 14Q: 3 clusters Score -1.166415e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 67923 members 
Entering Unmasked Estep 
Score: -11664388.000000 Penalty: 5533.401367
	Iteration 15Q: 3 clusters Score -1.166439e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 68036 members 
Entering Unmasked Estep 
Score: -11664497.000000 Penalty: 5533.401367
	Iteration 16Q: 3 clusters Score -1.16645e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 68112 members 
Entering Unmasked Estep 
Score: -11664610.000000 Penalty: 5533.401367
	Iteration 17Q: 3 clusters Score -1.166461e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 68183 members 
Entering Unmasked Estep 
Score: -11664651.000000 Penalty: 5533.401367
	Iteration 18Q: 3 clusters Score -1.166465e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -11664697.000000 Penalty: 5533.401367
	Iteration 19Q: 3 clusters Score -1.16647e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 68266 members 
Entering Unmasked Estep 
Score: -11664762.000000 Penalty: 5533.401367
	Iteration 20F: 3 clusters Score -1.166476e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 68298 members 
Entering Unmasked Estep 
Score: -11664781.000000 Penalty: 5533.401367
	Iteration 21Q: 3 clusters Score -1.166478e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 68327 members 
Entering Unmasked Estep 
Score: -11664798.000000 Penalty: 5533.401367
	Iteration 22Q: 3 clusters Score -1.16648e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -11664818.000000 Penalty: 5533.401367
	Iteration 23Q: 3 clusters Score -1.166482e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 68340 members 
Entering Unmasked Estep 
Score: -11664814.000000 Penalty: 5533.401367
	Iteration 24Q: 3 clusters Score -1.166481e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 68346 members 
Entering Unmasked Estep 
Score: -11664822.000000 Penalty: 5533.401367
	Iteration 25Q: 3 clusters Score -1.166482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 68347 members 
Entering Unmasked Estep 
Score: -11664822.000000 Penalty: 5533.401367
	Iteration 26Q: 3 clusters Score -1.166482e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 68350 members 
Entering Unmasked Estep 
Score: -11664832.000000 Penalty: 5533.401367
	Iteration 27Q: 3 clusters Score -1.166483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 68354 members 
Entering Unmasked Estep 
Score: -11664837.000000 Penalty: 5533.401367
	Iteration 28Q: 3 clusters Score -1.166484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 68355 members 
Entering Unmasked Estep 
Score: -11664841.000000 Penalty: 5533.401367
	Iteration 29Q: 3 clusters Score -1.166484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
Score: -11664825.000000 Penalty: 5533.401367
	Iteration 30Q: 3 clusters Score -1.166482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 68363 members 
Entering Unmasked Estep 
Score: -11664836.000000 Penalty: 5533.401367
	Iteration 31Q: 3 clusters Score -1.166484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -11664828.000000 Penalty: 5533.401367
	Iteration 32Q: 3 clusters Score -1.166483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 68363 members 
Entering Unmasked Estep 
Score: -11664824.000000 Penalty: 5533.401367
	Iteration 33Q: 3 clusters Score -1.166482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -11664827.000000 Penalty: 5533.401367
	Iteration 34Q: 3 clusters Score -1.166483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 68366 members 
Entering Unmasked Estep 
Score: -11664825.000000 Penalty: 5533.401367
	Iteration 35Q: 3 clusters Score -1.166482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 68367 members 
Entering Unmasked Estep 
Score: -11664832.000000 Penalty: 5533.401367
	Iteration 36Q: 3 clusters Score -1.166483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 68368 members 
Entering Unmasked Estep 
Score: -11664830.000000 Penalty: 5533.401367
	Iteration 37Q: 3 clusters Score -1.166483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 68368 members 
Entering Unmasked Estep 
Score: -11664824.000000 Penalty: 5533.401367
	Iteration 38Q: 3 clusters Score -1.166482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -11664837.000000 Penalty: 5533.401367
	Iteration 39Q: 3 clusters Score -1.166484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 68371 members 
Entering Unmasked Estep 
Score: -11664834.000000 Penalty: 5533.401367
	Iteration 40F: 3 clusters Score -1.166483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -11664834.000000 Penalty: 5533.401367
	Iteration 41Q: 3 clusters Score -1.166483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -11664834.000000 Penalty: 5533.401367
	Iteration 42F: 3 clusters Score -1.166483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (61966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61966 members 
Entering Unmasked Estep 
Score: -10682551.000000 Penalty: 2736.516602
	Iteration 0F: 2 clusters Score -1.068255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -10644689.000000 Penalty: 5473.033203
	Iteration 0F: 3 clusters Score -1.064469e+07 nChanged 28849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -10660872.000000 Penalty: 5473.033203
	Iteration 1F: 3 clusters Score -1.066087e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -10661495.000000 Penalty: 5473.033203
	Iteration 2Q: 3 clusters Score -1.06615e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -10662117.000000 Penalty: 5473.033203
	Iteration 3Q: 3 clusters Score -1.066212e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -10662657.000000 Penalty: 5473.033203
	Iteration 4Q: 3 clusters Score -1.066266e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -10663268.000000 Penalty: 5473.033203
	Iteration 5Q: 3 clusters Score -1.066327e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -10663918.000000 Penalty: 5473.033203
	Iteration 6Q: 3 clusters Score -1.066392e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -10664656.000000 Penalty: 5473.033203
	Iteration 7Q: 3 clusters Score -1.066466e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -10665428.000000 Penalty: 5473.033203
	Iteration 8Q: 3 clusters Score -1.066543e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -10666447.000000 Penalty: 5473.033203
	Iteration 9Q: 3 clusters Score -1.066645e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -10667748.000000 Penalty: 5473.033203
	Iteration 10Q: 3 clusters Score -1.066775e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -10669133.000000 Penalty: 5473.033203
	Iteration 11Q: 3 clusters Score -1.066913e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -10670645.000000 Penalty: 5473.033203
	Iteration 12Q: 3 clusters Score -1.067064e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -10672121.000000 Penalty: 5473.033203
	Iteration 13Q: 3 clusters Score -1.067212e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -10673068.000000 Penalty: 5473.033203
	Iteration 14Q: 3 clusters Score -1.067307e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -10673497.000000 Penalty: 5473.033203
	Iteration 15Q: 3 clusters Score -1.06735e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -10673633.000000 Penalty: 5473.033203
	Iteration 16Q: 3 clusters Score -1.067363e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -10673715.000000 Penalty: 5473.033203
	Iteration 17Q: 3 clusters Score -1.067372e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -10673762.000000 Penalty: 5473.033203
	Iteration 18Q: 3 clusters Score -1.067376e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -10673747.000000 Penalty: 5473.033203
	Iteration 19Q: 3 clusters Score -1.067375e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -10673739.000000 Penalty: 5473.033203
	Iteration 20F: 3 clusters Score -1.067374e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -10673735.000000 Penalty: 5473.033203
	Iteration 21Q: 3 clusters Score -1.067374e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -10673745.000000 Penalty: 5473.033203
	Iteration 22Q: 3 clusters Score -1.067374e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -10673765.000000 Penalty: 5473.033203
	Iteration 23Q: 3 clusters Score -1.067376e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -10673796.000000 Penalty: 5473.033203
	Iteration 24Q: 3 clusters Score -1.06738e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -10673849.000000 Penalty: 5473.033203
	Iteration 25Q: 3 clusters Score -1.067385e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -10673831.000000 Penalty: 5473.033203
	Iteration 26Q: 3 clusters Score -1.067383e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -10673821.000000 Penalty: 5473.033203
	Iteration 27Q: 3 clusters Score -1.067382e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -10673841.000000 Penalty: 5473.033203
	Iteration 28Q: 3 clusters Score -1.067384e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -10673823.000000 Penalty: 5473.033203
	Iteration 29Q: 3 clusters Score -1.067382e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -10673840.000000 Penalty: 5473.033203
	Iteration 30Q: 3 clusters Score -1.067384e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -10673847.000000 Penalty: 5473.033203
	Iteration 31Q: 3 clusters Score -1.067385e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -10673868.000000 Penalty: 5473.033203
	Iteration 32Q: 3 clusters Score -1.067387e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -10673882.000000 Penalty: 5473.033203
	Iteration 33Q: 3 clusters Score -1.067388e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -10673859.000000 Penalty: 5473.033203
	Iteration 34Q: 3 clusters Score -1.067386e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -10673873.000000 Penalty: 5473.033203
	Iteration 35Q: 3 clusters Score -1.067387e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -10673871.000000 Penalty: 5473.033203
	Iteration 36Q: 3 clusters Score -1.067387e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -10673887.000000 Penalty: 5473.033203
	Iteration 37Q: 3 clusters Score -1.067389e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -10673887.000000 Penalty: 5473.033203
	Iteration 38Q: 3 clusters Score -1.067389e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -10673908.000000 Penalty: 5473.033203
	Iteration 39Q: 3 clusters Score -1.067391e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -10673901.000000 Penalty: 5473.033203
	Iteration 40F: 3 clusters Score -1.06739e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -10673931.000000 Penalty: 5473.033203
	Iteration 41Q: 3 clusters Score -1.067393e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -10673935.000000 Penalty: 5473.033203
	Iteration 42Q: 3 clusters Score -1.067394e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -10673943.000000 Penalty: 5473.033203
	Iteration 43Q: 3 clusters Score -1.067394e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -10673955.000000 Penalty: 5473.033203
	Iteration 44Q: 3 clusters Score -1.067396e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -10673925.000000 Penalty: 5473.033203
	Iteration 45Q: 3 clusters Score -1.067392e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -10673930.000000 Penalty: 5473.033203
	Iteration 46Q: 3 clusters Score -1.067393e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -10673964.000000 Penalty: 5473.033203
	Iteration 47Q: 3 clusters Score -1.067396e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -10673969.000000 Penalty: 5473.033203
	Iteration 48Q: 3 clusters Score -1.067397e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -10673953.000000 Penalty: 5473.033203
	Iteration 49Q: 3 clusters Score -1.067395e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -10673957.000000 Penalty: 5473.033203
	Iteration 50Q: 3 clusters Score -1.067396e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -10673941.000000 Penalty: 5473.033203
	Iteration 51Q: 3 clusters Score -1.067394e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -10673950.000000 Penalty: 5473.033203
	Iteration 52Q: 3 clusters Score -1.067395e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -10673946.000000 Penalty: 5473.033203
	Iteration 53Q: 3 clusters Score -1.067395e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -10673933.000000 Penalty: 5473.033203
	Iteration 54Q: 3 clusters Score -1.067393e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -10673935.000000 Penalty: 5473.033203
	Iteration 55Q: 3 clusters Score -1.067394e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -10673921.000000 Penalty: 5473.033203
	Iteration 56Q: 3 clusters Score -1.067392e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -10673917.000000 Penalty: 5473.033203
	Iteration 57Q: 3 clusters Score -1.067392e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -10673917.000000 Penalty: 5473.033203
	Iteration 58Q: 3 clusters Score -1.067392e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -10673918.000000 Penalty: 5473.033203
	Iteration 59Q: 3 clusters Score -1.067392e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -10673934.000000 Penalty: 5473.033203
	Iteration 60F: 3 clusters Score -1.067393e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -10673928.000000 Penalty: 5473.033203
	Iteration 61Q: 3 clusters Score -1.067393e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -10673916.000000 Penalty: 5473.033203
	Iteration 62Q: 3 clusters Score -1.067392e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -10673901.000000 Penalty: 5473.033203
	Iteration 63Q: 3 clusters Score -1.06739e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -10673893.000000 Penalty: 5473.033203
	Iteration 64Q: 3 clusters Score -1.067389e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -10673921.000000 Penalty: 5473.033203
	Iteration 65Q: 3 clusters Score -1.067392e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -10673935.000000 Penalty: 5473.033203
	Iteration 66Q: 3 clusters Score -1.067394e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -10673944.000000 Penalty: 5473.033203
	Iteration 67Q: 3 clusters Score -1.067394e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -10673961.000000 Penalty: 5473.033203
	Iteration 68Q: 3 clusters Score -1.067396e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -10673968.000000 Penalty: 5473.033203
	Iteration 69Q: 3 clusters Score -1.067397e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -10673942.000000 Penalty: 5473.033203
	Iteration 70Q: 3 clusters Score -1.067394e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -10673954.000000 Penalty: 5473.033203
	Iteration 71Q: 3 clusters Score -1.067395e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -10673936.000000 Penalty: 5473.033203
	Iteration 72Q: 3 clusters Score -1.067394e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -10673947.000000 Penalty: 5473.033203
	Iteration 73Q: 3 clusters Score -1.067395e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -10673952.000000 Penalty: 5473.033203
	Iteration 74Q: 3 clusters Score -1.067395e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -10673966.000000 Penalty: 5473.033203
	Iteration 75Q: 3 clusters Score -1.067397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -10673946.000000 Penalty: 5473.033203
	Iteration 76Q: 3 clusters Score -1.067395e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -10673941.000000 Penalty: 5473.033203
	Iteration 77Q: 3 clusters Score -1.067394e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -10673938.000000 Penalty: 5473.033203
	Iteration 78Q: 3 clusters Score -1.067394e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -10673952.000000 Penalty: 5473.033203
	Iteration 79Q: 3 clusters Score -1.067395e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -10673962.000000 Penalty: 5473.033203
	Iteration 80F: 3 clusters Score -1.067396e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -10673950.000000 Penalty: 5473.033203
	Iteration 81Q: 3 clusters Score -1.067395e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -10673955.000000 Penalty: 5473.033203
	Iteration 82Q: 3 clusters Score -1.067396e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -10673961.000000 Penalty: 5473.033203
	Iteration 83Q: 3 clusters Score -1.067396e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -10673962.000000 Penalty: 5473.033203
	Iteration 84Q: 3 clusters Score -1.067396e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -10673972.000000 Penalty: 5473.033203
	Iteration 85Q: 3 clusters Score -1.067397e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -10673967.000000 Penalty: 5473.033203
	Iteration 86Q: 3 clusters Score -1.067397e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -10673975.000000 Penalty: 5473.033203
	Iteration 87Q: 3 clusters Score -1.067398e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -10673976.000000 Penalty: 5473.033203
	Iteration 88Q: 3 clusters Score -1.067398e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -10673963.000000 Penalty: 5473.033203
	Iteration 89Q: 3 clusters Score -1.067396e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -10673959.000000 Penalty: 5473.033203
	Iteration 90Q: 3 clusters Score -1.067396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -10673960.000000 Penalty: 5473.033203
	Iteration 91Q: 3 clusters Score -1.067396e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -10673956.000000 Penalty: 5473.033203
	Iteration 92Q: 3 clusters Score -1.067396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -10673953.000000 Penalty: 5473.033203
	Iteration 93Q: 3 clusters Score -1.067395e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -10673945.000000 Penalty: 5473.033203
	Iteration 94Q: 3 clusters Score -1.067394e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -10673957.000000 Penalty: 5473.033203
	Iteration 95Q: 3 clusters Score -1.067396e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -10673957.000000 Penalty: 5473.033203
	Iteration 96Q: 3 clusters Score -1.067396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -10673953.000000 Penalty: 5473.033203
	Iteration 97Q: 3 clusters Score -1.067395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -10673954.000000 Penalty: 5473.033203
	Iteration 98Q: 3 clusters Score -1.067395e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -10673948.000000 Penalty: 5473.033203
	Iteration 99Q: 3 clusters Score -1.067395e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -10673950.000000 Penalty: 5473.033203
	Iteration 100F: 3 clusters Score -1.067395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -10673953.000000 Penalty: 5473.033203
	Iteration 101Q: 3 clusters Score -1.067395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -10673947.000000 Penalty: 5473.033203
	Iteration 102Q: 3 clusters Score -1.067395e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -10673970.000000 Penalty: 5473.033203
	Iteration 103Q: 3 clusters Score -1.067397e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -10673960.000000 Penalty: 5473.033203
	Iteration 104Q: 3 clusters Score -1.067396e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -10673983.000000 Penalty: 5473.033203
	Iteration 105Q: 3 clusters Score -1.067398e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -10674000.000000 Penalty: 5473.033203
	Iteration 106Q: 3 clusters Score -1.0674e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -10673989.000000 Penalty: 5473.033203
	Iteration 107Q: 3 clusters Score -1.067399e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -10673968.000000 Penalty: 5473.033203
	Iteration 108Q: 3 clusters Score -1.067397e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -10673965.000000 Penalty: 5473.033203
	Iteration 109Q: 3 clusters Score -1.067396e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -10673966.000000 Penalty: 5473.033203
	Iteration 110Q: 3 clusters Score -1.067397e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -10673975.000000 Penalty: 5473.033203
	Iteration 111Q: 3 clusters Score -1.067398e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -10673989.000000 Penalty: 5473.033203
	Iteration 112Q: 3 clusters Score -1.067399e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -10673971.000000 Penalty: 5473.033203
	Iteration 113Q: 3 clusters Score -1.067397e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -10673970.000000 Penalty: 5473.033203
	Iteration 114Q: 3 clusters Score -1.067397e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -10673969.000000 Penalty: 5473.033203
	Iteration 115Q: 3 clusters Score -1.067397e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -10673973.000000 Penalty: 5473.033203
	Iteration 116Q: 3 clusters Score -1.067397e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -10673970.000000 Penalty: 5473.033203
	Iteration 117Q: 3 clusters Score -1.067397e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -10673963.000000 Penalty: 5473.033203
	Iteration 118Q: 3 clusters Score -1.067396e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -10673964.000000 Penalty: 5473.033203
	Iteration 119Q: 3 clusters Score -1.067396e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -10673974.000000 Penalty: 5473.033203
	Iteration 120F: 3 clusters Score -1.067397e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -10673973.000000 Penalty: 5473.033203
	Iteration 121Q: 3 clusters Score -1.067397e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -10673970.000000 Penalty: 5473.033203
	Iteration 122Q: 3 clusters Score -1.067397e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -10673993.000000 Penalty: 5473.033203
	Iteration 123Q: 3 clusters Score -1.067399e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -10673985.000000 Penalty: 5473.033203
	Iteration 124Q: 3 clusters Score -1.067398e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -10673997.000000 Penalty: 5473.033203
	Iteration 125Q: 3 clusters Score -1.0674e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -10674005.000000 Penalty: 5473.033203
	Iteration 126Q: 3 clusters Score -1.0674e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -10673989.000000 Penalty: 5473.033203
	Iteration 127Q: 3 clusters Score -1.067399e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -10673978.000000 Penalty: 5473.033203
	Iteration 128Q: 3 clusters Score -1.067398e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -10673992.000000 Penalty: 5473.033203
	Iteration 129Q: 3 clusters Score -1.067399e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -10673977.000000 Penalty: 5473.033203
	Iteration 130Q: 3 clusters Score -1.067398e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -10673973.000000 Penalty: 5473.033203
	Iteration 131Q: 3 clusters Score -1.067397e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -10673984.000000 Penalty: 5473.033203
	Iteration 132Q: 3 clusters Score -1.067398e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -10673981.000000 Penalty: 5473.033203
	Iteration 133Q: 3 clusters Score -1.067398e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -10673966.000000 Penalty: 5473.033203
	Iteration 134Q: 3 clusters Score -1.067397e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -10673975.000000 Penalty: 5473.033203
	Iteration 135Q: 3 clusters Score -1.067398e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -10673972.000000 Penalty: 5473.033203
	Iteration 136Q: 3 clusters Score -1.067397e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -10673967.000000 Penalty: 5473.033203
	Iteration 137Q: 3 clusters Score -1.067397e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -10673961.000000 Penalty: 5473.033203
	Iteration 138Q: 3 clusters Score -1.067396e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -10673975.000000 Penalty: 5473.033203
	Iteration 139Q: 3 clusters Score -1.067398e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -10673972.000000 Penalty: 5473.033203
	Iteration 140F: 3 clusters Score -1.067397e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -10673963.000000 Penalty: 5473.033203
	Iteration 141Q: 3 clusters Score -1.067396e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -10673966.000000 Penalty: 5473.033203
	Iteration 142Q: 3 clusters Score -1.067397e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -10673985.000000 Penalty: 5473.033203
	Iteration 143Q: 3 clusters Score -1.067398e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -10673976.000000 Penalty: 5473.033203
	Iteration 144Q: 3 clusters Score -1.067398e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -10673987.000000 Penalty: 5473.033203
	Iteration 145Q: 3 clusters Score -1.067399e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -10673980.000000 Penalty: 5473.033203
	Iteration 146Q: 3 clusters Score -1.067398e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -10673991.000000 Penalty: 5473.033203
	Iteration 147Q: 3 clusters Score -1.067399e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -10673995.000000 Penalty: 5473.033203
	Iteration 148Q: 3 clusters Score -1.0674e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -10673983.000000 Penalty: 5473.033203
	Iteration 149Q: 3 clusters Score -1.067398e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -10673991.000000 Penalty: 5473.033203
	Iteration 150Q: 3 clusters Score -1.067399e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -10673989.000000 Penalty: 5473.033203
	Iteration 151Q: 3 clusters Score -1.067399e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -10673990.000000 Penalty: 5473.033203
	Iteration 152Q: 3 clusters Score -1.067399e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -10674004.000000 Penalty: 5473.033203
	Iteration 153Q: 3 clusters Score -1.0674e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -10673988.000000 Penalty: 5473.033203
	Iteration 154Q: 3 clusters Score -1.067399e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -10673992.000000 Penalty: 5473.033203
	Iteration 155Q: 3 clusters Score -1.067399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -10673994.000000 Penalty: 5473.033203
	Iteration 156Q: 3 clusters Score -1.067399e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -10673992.000000 Penalty: 5473.033203
	Iteration 157Q: 3 clusters Score -1.067399e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -10674015.000000 Penalty: 5473.033203
	Iteration 158Q: 3 clusters Score -1.067402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -10674003.000000 Penalty: 5473.033203
	Iteration 159Q: 3 clusters Score -1.0674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -10673995.000000 Penalty: 5473.033203
	Iteration 160F: 3 clusters Score -1.0674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -10674009.000000 Penalty: 5473.033203
	Iteration 161Q: 3 clusters Score -1.067401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -10674006.000000 Penalty: 5473.033203
	Iteration 162Q: 3 clusters Score -1.067401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -10674005.000000 Penalty: 5473.033203
	Iteration 163Q: 3 clusters Score -1.0674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -10674014.000000 Penalty: 5473.033203
	Iteration 164Q: 3 clusters Score -1.067401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -10674009.000000 Penalty: 5473.033203
	Iteration 165Q: 3 clusters Score -1.067401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -10674018.000000 Penalty: 5473.033203
	Iteration 166Q: 3 clusters Score -1.067402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -10674009.000000 Penalty: 5473.033203
	Iteration 167Q: 3 clusters Score -1.067401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -10674026.000000 Penalty: 5473.033203
	Iteration 168Q: 3 clusters Score -1.067403e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -10674029.000000 Penalty: 5473.033203
	Iteration 169Q: 3 clusters Score -1.067403e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -10674051.000000 Penalty: 5473.033203
	Iteration 170Q: 3 clusters Score -1.067405e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -10674055.000000 Penalty: 5473.033203
	Iteration 171Q: 3 clusters Score -1.067406e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -10674062.000000 Penalty: 5473.033203
	Iteration 172Q: 3 clusters Score -1.067406e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -10674067.000000 Penalty: 5473.033203
	Iteration 173Q: 3 clusters Score -1.067407e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -10674056.000000 Penalty: 5473.033203
	Iteration 174Q: 3 clusters Score -1.067406e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -10674067.000000 Penalty: 5473.033203
	Iteration 175Q: 3 clusters Score -1.067407e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -10674065.000000 Penalty: 5473.033203
	Iteration 176Q: 3 clusters Score -1.067406e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -10674063.000000 Penalty: 5473.033203
	Iteration 177Q: 3 clusters Score -1.067406e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -10674061.000000 Penalty: 5473.033203
	Iteration 178Q: 3 clusters Score -1.067406e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -10674062.000000 Penalty: 5473.033203
	Iteration 179Q: 3 clusters Score -1.067406e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -10674057.000000 Penalty: 5473.033203
	Iteration 180F: 3 clusters Score -1.067406e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -10674057.000000 Penalty: 5473.033203
	Iteration 181Q: 3 clusters Score -1.067406e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -10674042.000000 Penalty: 5473.033203
	Iteration 182Q: 3 clusters Score -1.067404e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -10674053.000000 Penalty: 5473.033203
	Iteration 183Q: 3 clusters Score -1.067405e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -10674028.000000 Penalty: 5473.033203
	Iteration 184Q: 3 clusters Score -1.067403e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -10674046.000000 Penalty: 5473.033203
	Iteration 185Q: 3 clusters Score -1.067405e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -10674028.000000 Penalty: 5473.033203
	Iteration 186Q: 3 clusters Score -1.067403e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -10674019.000000 Penalty: 5473.033203
	Iteration 187Q: 3 clusters Score -1.067402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -10674027.000000 Penalty: 5473.033203
	Iteration 188Q: 3 clusters Score -1.067403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -10674027.000000 Penalty: 5473.033203
	Iteration 189Q: 3 clusters Score -1.067403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -10674027.000000 Penalty: 5473.033203
	Iteration 190Q: 3 clusters Score -1.067403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -10674030.000000 Penalty: 5473.033203
	Iteration 191Q: 3 clusters Score -1.067403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -10674029.000000 Penalty: 5473.033203
	Iteration 192Q: 3 clusters Score -1.067403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -10674040.000000 Penalty: 5473.033203
	Iteration 193Q: 3 clusters Score -1.067404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -10674040.000000 Penalty: 5473.033203
	Iteration 194F: 3 clusters Score -1.067404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Entering Unmasked Estep 
Score: -937491.500000 Penalty: 2134.226807
	Iteration 0F: 2 clusters Score -937491.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -932675.812500 Penalty: 4268.453613
	Iteration 0F: 3 clusters Score -932675.8 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -933905.312500 Penalty: 4268.453613
	Iteration 1F: 3 clusters Score -933905.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -934206.562500 Penalty: 4268.453613
	Iteration 2F: 3 clusters Score -934206.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -934412.125000 Penalty: 4268.453613
	Iteration 3F: 3 clusters Score -934412.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -934543.187500 Penalty: 4268.453613
	Iteration 4Q: 3 clusters Score -934543.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -934635.687500 Penalty: 4268.453613
	Iteration 5Q: 3 clusters Score -934635.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -934711.625000 Penalty: 4268.453613
	Iteration 6Q: 3 clusters Score -934711.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -934775.187500 Penalty: 4268.453613
	Iteration 7Q: 3 clusters Score -934775.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -934825.437500 Penalty: 4268.453613
	Iteration 8Q: 3 clusters Score -934825.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -934874.812500 Penalty: 4268.453613
	Iteration 9Q: 3 clusters Score -934874.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -934936.375000 Penalty: 4268.453613
	Iteration 10Q: 3 clusters Score -934936.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -935007.000000 Penalty: 4268.453613
	Iteration 11Q: 3 clusters Score -935007 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -935086.500000 Penalty: 4268.453613
	Iteration 12Q: 3 clusters Score -935086.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -935164.437500 Penalty: 4268.453613
	Iteration 13Q: 3 clusters Score -935164.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -935248.937500 Penalty: 4268.453613
	Iteration 14Q: 3 clusters Score -935248.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -935337.000000 Penalty: 4268.453613
	Iteration 15Q: 3 clusters Score -935337 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -935418.250000 Penalty: 4268.453613
	Iteration 16Q: 3 clusters Score -935418.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -935497.187500 Penalty: 4268.453613
	Iteration 17Q: 3 clusters Score -935497.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -935567.937500 Penalty: 4268.453613
	Iteration 18Q: 3 clusters Score -935567.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -935643.500000 Penalty: 4268.453613
	Iteration 19Q: 3 clusters Score -935643.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -935710.562500 Penalty: 4268.453613
	Iteration 20F: 3 clusters Score -935710.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -935777.937500 Penalty: 4268.453613
	Iteration 21Q: 3 clusters Score -935777.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -935826.062500 Penalty: 4268.453613
	Iteration 22Q: 3 clusters Score -935826.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -935864.062500 Penalty: 4268.453613
	Iteration 23Q: 3 clusters Score -935864.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -935884.562500 Penalty: 4268.453613
	Iteration 24Q: 3 clusters Score -935884.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -935900.562500 Penalty: 4268.453613
	Iteration 25Q: 3 clusters Score -935900.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -935912.312500 Penalty: 4268.453613
	Iteration 26Q: 3 clusters Score -935912.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -935918.875000 Penalty: 4268.453613
	Iteration 27Q: 3 clusters Score -935918.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -935924.937500 Penalty: 4268.453613
	Iteration 28Q: 3 clusters Score -935924.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -935930.000000 Penalty: 4268.453613
	Iteration 29Q: 3 clusters Score -935930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -935934.125000 Penalty: 4268.453613
	Iteration 30Q: 3 clusters Score -935934.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -935938.687500 Penalty: 4268.453613
	Iteration 31Q: 3 clusters Score -935938.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -935939.750000 Penalty: 4268.453613
	Iteration 32Q: 3 clusters Score -935939.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -935941.812500 Penalty: 4268.453613
	Iteration 33Q: 3 clusters Score -935941.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -935945.000000 Penalty: 4268.453613
	Iteration 34Q: 3 clusters Score -935945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -935947.937500 Penalty: 4268.453613
	Iteration 35Q: 3 clusters Score -935947.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -935951.375000 Penalty: 4268.453613
	Iteration 36Q: 3 clusters Score -935951.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -935951.250000 Penalty: 4268.453613
	Iteration 37Q: 3 clusters Score -935951.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -935950.562500 Penalty: 4268.453613
	Iteration 38Q: 3 clusters Score -935950.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -935952.687500 Penalty: 4268.453613
	Iteration 39Q: 3 clusters Score -935952.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -935953.000000 Penalty: 4268.453613
	Iteration 40F: 3 clusters Score -935953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -935952.250000 Penalty: 4268.453613
	Iteration 41Q: 3 clusters Score -935952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -935954.437500 Penalty: 4268.453613
	Iteration 42Q: 3 clusters Score -935954.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -935954.437500 Penalty: 4268.453613
	Iteration 43F: 3 clusters Score -935954.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Entering Unmasked Estep 
Score: -1102684.625000 Penalty: 2178.396240
	Iteration 0F: 2 clusters Score -1102685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1097263.125000 Penalty: 4356.792480
	Iteration 0F: 3 clusters Score -1097263 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1098695.625000 Penalty: 4356.792480
	Iteration 1F: 3 clusters Score -1098696 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1099080.500000 Penalty: 4356.792480
	Iteration 2F: 3 clusters Score -1099080 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1099430.750000 Penalty: 4356.792480
	Iteration 3F: 3 clusters Score -1099431 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1099756.250000 Penalty: 4356.792480
	Iteration 4F: 3 clusters Score -1099756 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1100048.875000 Penalty: 4356.792480
	Iteration 5F: 3 clusters Score -1100049 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1100327.000000 Penalty: 4356.792480
	Iteration 6Q: 3 clusters Score -1100327 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1100539.500000 Penalty: 4356.792480
	Iteration 7Q: 3 clusters Score -1100540 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1100678.750000 Penalty: 4356.792480
	Iteration 8Q: 3 clusters Score -1100679 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1100782.250000 Penalty: 4356.792480
	Iteration 9Q: 3 clusters Score -1100782 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1100874.875000 Penalty: 4356.792480
	Iteration 10Q: 3 clusters Score -1100875 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1100955.500000 Penalty: 4356.792480
	Iteration 11Q: 3 clusters Score -1100956 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1101019.750000 Penalty: 4356.792480
	Iteration 12Q: 3 clusters Score -1101020 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1101071.250000 Penalty: 4356.792480
	Iteration 13Q: 3 clusters Score -1101071 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1101110.625000 Penalty: 4356.792480
	Iteration 14Q: 3 clusters Score -1101111 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1101142.250000 Penalty: 4356.792480
	Iteration 15Q: 3 clusters Score -1101142 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1101168.875000 Penalty: 4356.792480
	Iteration 16Q: 3 clusters Score -1101169 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1101194.750000 Penalty: 4356.792480
	Iteration 17Q: 3 clusters Score -1101195 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1101218.750000 Penalty: 4356.792480
	Iteration 18Q: 3 clusters Score -1101219 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1101235.750000 Penalty: 4356.792480
	Iteration 19Q: 3 clusters Score -1101236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1101254.125000 Penalty: 4356.792480
	Iteration 20F: 3 clusters Score -1101254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1101271.875000 Penalty: 4356.792480
	Iteration 21Q: 3 clusters Score -1101272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1101292.250000 Penalty: 4356.792480
	Iteration 22Q: 3 clusters Score -1101292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1101306.500000 Penalty: 4356.792480
	Iteration 23Q: 3 clusters Score -1101306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1101324.375000 Penalty: 4356.792480
	Iteration 24Q: 3 clusters Score -1101324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1101340.375000 Penalty: 4356.792480
	Iteration 25Q: 3 clusters Score -1101340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1101363.125000 Penalty: 4356.792480
	Iteration 26Q: 3 clusters Score -1101363 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1101387.125000 Penalty: 4356.792480
	Iteration 27Q: 3 clusters Score -1101387 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1101398.250000 Penalty: 4356.792480
	Iteration 28Q: 3 clusters Score -1101398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1101404.125000 Penalty: 4356.792480
	Iteration 29Q: 3 clusters Score -1101404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1101409.375000 Penalty: 4356.792480
	Iteration 30Q: 3 clusters Score -1101409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1101421.000000 Penalty: 4356.792480
	Iteration 31Q: 3 clusters Score -1101421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1101430.625000 Penalty: 4356.792480
	Iteration 32Q: 3 clusters Score -1101431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1101440.875000 Penalty: 4356.792480
	Iteration 33Q: 3 clusters Score -1101441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1101444.750000 Penalty: 4356.792480
	Iteration 34Q: 3 clusters Score -1101445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1101449.375000 Penalty: 4356.792480
	Iteration 35Q: 3 clusters Score -1101449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1101453.875000 Penalty: 4356.792480
	Iteration 36Q: 3 clusters Score -1101454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1101456.875000 Penalty: 4356.792480
	Iteration 37Q: 3 clusters Score -1101457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1101456.750000 Penalty: 4356.792480
	Iteration 38Q: 3 clusters Score -1101457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1101457.250000 Penalty: 4356.792480
	Iteration 39Q: 3 clusters Score -1101457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1101460.000000 Penalty: 4356.792480
	Iteration 40F: 3 clusters Score -1101460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1101462.125000 Penalty: 4356.792480
	Iteration 41Q: 3 clusters Score -1101462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1101462.875000 Penalty: 4356.792480
	Iteration 42Q: 3 clusters Score -1101463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1101461.625000 Penalty: 4356.792480
	Iteration 43Q: 3 clusters Score -1101462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1101463.625000 Penalty: 4356.792480
	Iteration 44Q: 3 clusters Score -1101464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1101463.625000 Penalty: 4356.792480
	Iteration 45F: 3 clusters Score -1101464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -85916.882812 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -85916.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -84438.703125 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -84438.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -84753.429688 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -84753.43 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -84886.406250 Penalty: 3147.435547
	Iteration 2F: 3 clusters Score -84886.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -84950.640625 Penalty: 3147.435547
	Iteration 3Q: 3 clusters Score -84950.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -84983.656250 Penalty: 3147.435547
	Iteration 4Q: 3 clusters Score -84983.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -85003.843750 Penalty: 3147.435547
	Iteration 5Q: 3 clusters Score -85003.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -85065.835938 Penalty: 3147.435547
	Iteration 6Q: 3 clusters Score -85065.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -85085.546875 Penalty: 3147.435547
	Iteration 7Q: 3 clusters Score -85085.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -85101.078125 Penalty: 3147.435547
	Iteration 8Q: 3 clusters Score -85101.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -85115.046875 Penalty: 3147.435547
	Iteration 9Q: 3 clusters Score -85115.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -85139.390625 Penalty: 3147.435547
	Iteration 10Q: 3 clusters Score -85139.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -85168.640625 Penalty: 3147.435547
	Iteration 11Q: 3 clusters Score -85168.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -85189.812500 Penalty: 3147.435547
	Iteration 12Q: 3 clusters Score -85189.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -85214.531250 Penalty: 3147.435547
	Iteration 13Q: 3 clusters Score -85214.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -85277.601562 Penalty: 3147.435547
	Iteration 14Q: 3 clusters Score -85277.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -85314.000000 Penalty: 3147.435547
	Iteration 15Q: 3 clusters Score -85314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -85352.273438 Penalty: 3147.435547
	Iteration 16Q: 3 clusters Score -85352.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -85368.093750 Penalty: 3147.435547
	Iteration 17Q: 3 clusters Score -85368.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -85371.968750 Penalty: 3147.435547
	Iteration 18Q: 3 clusters Score -85371.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -85384.523438 Penalty: 3147.435547
	Iteration 19F: 3 clusters Score -85384.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -85445.601562 Penalty: 3147.435547
	Iteration 20F: 3 clusters Score -85445.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -85467.437500 Penalty: 3147.435547
	Iteration 21Q: 3 clusters Score -85467.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -85482.929688 Penalty: 3147.435547
	Iteration 22Q: 3 clusters Score -85482.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -85496.234375 Penalty: 3147.435547
	Iteration 23Q: 3 clusters Score -85496.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -85503.570312 Penalty: 3147.435547
	Iteration 24Q: 3 clusters Score -85503.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -85512.257812 Penalty: 3147.435547
	Iteration 25Q: 3 clusters Score -85512.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -85518.171875 Penalty: 3147.435547
	Iteration 26Q: 3 clusters Score -85518.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -85518.171875 Penalty: 3147.435547
	Iteration 27F: 3 clusters Score -85518.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Entering Unmasked Estep 
Score: -1982760.625000 Penalty: 2332.031982
	Iteration 0F: 2 clusters Score -1982761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1973686.000000 Penalty: 4664.063965
	Iteration 0F: 3 clusters Score -1973686 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1976530.125000 Penalty: 4664.063965
	Iteration 1F: 3 clusters Score -1976530 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1976908.750000 Penalty: 4664.063965
	Iteration 2F: 3 clusters Score -1976909 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1977208.625000 Penalty: 4664.063965
	Iteration 3F: 3 clusters Score -1977209 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1977452.250000 Penalty: 4664.063965
	Iteration 4Q: 3 clusters Score -1977452 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1977674.625000 Penalty: 4664.063965
	Iteration 5Q: 3 clusters Score -1977675 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1977923.625000 Penalty: 4664.063965
	Iteration 6Q: 3 clusters Score -1977924 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1978197.250000 Penalty: 4664.063965
	Iteration 7Q: 3 clusters Score -1978197 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1978497.750000 Penalty: 4664.063965
	Iteration 8Q: 3 clusters Score -1978498 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1978813.000000 Penalty: 4664.063965
	Iteration 9Q: 3 clusters Score -1978813 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1979142.500000 Penalty: 4664.063965
	Iteration 10Q: 3 clusters Score -1979142 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1979416.625000 Penalty: 4664.063965
	Iteration 11Q: 3 clusters Score -1979417 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1979668.000000 Penalty: 4664.063965
	Iteration 12Q: 3 clusters Score -1979668 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1979881.375000 Penalty: 4664.063965
	Iteration 13Q: 3 clusters Score -1979881 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1980057.125000 Penalty: 4664.063965
	Iteration 14Q: 3 clusters Score -1980057 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1980198.250000 Penalty: 4664.063965
	Iteration 15Q: 3 clusters Score -1980198 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1980327.625000 Penalty: 4664.063965
	Iteration 16Q: 3 clusters Score -1980328 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1980433.625000 Penalty: 4664.063965
	Iteration 17Q: 3 clusters Score -1980434 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1980563.000000 Penalty: 4664.063965
	Iteration 18Q: 3 clusters Score -1980563 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1980714.125000 Penalty: 4664.063965
	Iteration 19Q: 3 clusters Score -1980714 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1980877.000000 Penalty: 4664.063965
	Iteration 20F: 3 clusters Score -1980877 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1981027.750000 Penalty: 4664.063965
	Iteration 21Q: 3 clusters Score -1981028 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1981170.000000 Penalty: 4664.063965
	Iteration 22Q: 3 clusters Score -1981170 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1981349.500000 Penalty: 4664.063965
	Iteration 23Q: 3 clusters Score -1981350 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1981484.125000 Penalty: 4664.063965
	Iteration 24Q: 3 clusters Score -1981484 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1981570.500000 Penalty: 4664.063965
	Iteration 25Q: 3 clusters Score -1981570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1981629.125000 Penalty: 4664.063965
	Iteration 26Q: 3 clusters Score -1981629 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1981668.375000 Penalty: 4664.063965
	Iteration 27Q: 3 clusters Score -1981668 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1981691.500000 Penalty: 4664.063965
	Iteration 28Q: 3 clusters Score -1981692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1981701.500000 Penalty: 4664.063965
	Iteration 29Q: 3 clusters Score -1981702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1981704.625000 Penalty: 4664.063965
	Iteration 30Q: 3 clusters Score -1981705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1981716.750000 Penalty: 4664.063965
	Iteration 31Q: 3 clusters Score -1981717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1981723.750000 Penalty: 4664.063965
	Iteration 32Q: 3 clusters Score -1981724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1981727.250000 Penalty: 4664.063965
	Iteration 33Q: 3 clusters Score -1981727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1981725.125000 Penalty: 4664.063965
	Iteration 34Q: 3 clusters Score -1981725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1981731.875000 Penalty: 4664.063965
	Iteration 35Q: 3 clusters Score -1981732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1981734.250000 Penalty: 4664.063965
	Iteration 36Q: 3 clusters Score -1981734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1981730.250000 Penalty: 4664.063965
	Iteration 37Q: 3 clusters Score -1981730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1981730.375000 Penalty: 4664.063965
	Iteration 38Q: 3 clusters Score -1981730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1981731.625000 Penalty: 4664.063965
	Iteration 39Q: 3 clusters Score -1981732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1981735.750000 Penalty: 4664.063965
	Iteration 40F: 3 clusters Score -1981736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1981738.750000 Penalty: 4664.063965
	Iteration 41Q: 3 clusters Score -1981739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1981737.125000 Penalty: 4664.063965
	Iteration 42Q: 3 clusters Score -1981737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1981735.375000 Penalty: 4664.063965
	Iteration 43Q: 3 clusters Score -1981735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1981737.625000 Penalty: 4664.063965
	Iteration 44Q: 3 clusters Score -1981738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1981739.250000 Penalty: 4664.063965
	Iteration 45Q: 3 clusters Score -1981739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1981737.250000 Penalty: 4664.063965
	Iteration 46Q: 3 clusters Score -1981737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1981737.250000 Penalty: 4664.063965
	Iteration 47F: 3 clusters Score -1981737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Entering Unmasked Estep 
Score: -8531119.000000 Penalty: 2692.468506
	Iteration 0F: 2 clusters Score -8531119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -8496530.000000 Penalty: 5384.937012
	Iteration 0F: 3 clusters Score -8496530 nChanged 23885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -8509905.000000 Penalty: 5384.937012
	Iteration 1F: 3 clusters Score -8509905 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -8510723.000000 Penalty: 5384.937012
	Iteration 2Q: 3 clusters Score -8510723 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -8511583.000000 Penalty: 5384.937012
	Iteration 3Q: 3 clusters Score -8511583 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -8512612.000000 Penalty: 5384.937012
	Iteration 4Q: 3 clusters Score -8512612 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -8513984.000000 Penalty: 5384.937012
	Iteration 5F: 3 clusters Score -8513984 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -8515813.000000 Penalty: 5384.937012
	Iteration 6F: 3 clusters Score -8515813 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -8518062.000000 Penalty: 5384.937012
	Iteration 7F: 3 clusters Score -8518062 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -8520207.000000 Penalty: 5384.937012
	Iteration 8F: 3 clusters Score -8520207 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -8521930.000000 Penalty: 5384.937012
	Iteration 9F: 3 clusters Score -8521930 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -8523332.000000 Penalty: 5384.937012
	Iteration 10Q: 3 clusters Score -8523332 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -8524441.000000 Penalty: 5384.937012
	Iteration 11Q: 3 clusters Score -8524441 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -8525359.000000 Penalty: 5384.937012
	Iteration 12Q: 3 clusters Score -8525359 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -8526308.000000 Penalty: 5384.937012
	Iteration 13Q: 3 clusters Score -8526308 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -8527077.000000 Penalty: 5384.937012
	Iteration 14Q: 3 clusters Score -8527077 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -8527677.000000 Penalty: 5384.937012
	Iteration 15Q: 3 clusters Score -8527677 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -8528139.000000 Penalty: 5384.937012
	Iteration 16Q: 3 clusters Score -8528139 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -8528440.000000 Penalty: 5384.937012
	Iteration 17Q: 3 clusters Score -8528440 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -8528662.000000 Penalty: 5384.937012
	Iteration 18Q: 3 clusters Score -8528662 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -8528849.000000 Penalty: 5384.937012
	Iteration 19Q: 3 clusters Score -8528849 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -8528985.000000 Penalty: 5384.937012
	Iteration 20F: 3 clusters Score -8528985 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -8529065.000000 Penalty: 5384.937012
	Iteration 21Q: 3 clusters Score -8529065 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -8529107.000000 Penalty: 5384.937012
	Iteration 22Q: 3 clusters Score -8529107 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -8529149.000000 Penalty: 5384.937012
	Iteration 23Q: 3 clusters Score -8529149 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -8529195.000000 Penalty: 5384.937012
	Iteration 24Q: 3 clusters Score -8529195 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -8529231.000000 Penalty: 5384.937012
	Iteration 25Q: 3 clusters Score -8529231 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -8529241.000000 Penalty: 5384.937012
	Iteration 26Q: 3 clusters Score -8529241 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -8529294.000000 Penalty: 5384.937012
	Iteration 27Q: 3 clusters Score -8529294 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -8529294.000000 Penalty: 5384.937012
	Iteration 28Q: 3 clusters Score -8529294 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -8529311.000000 Penalty: 5384.937012
	Iteration 29Q: 3 clusters Score -8529311 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -8529307.000000 Penalty: 5384.937012
	Iteration 30Q: 3 clusters Score -8529307 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -8529336.000000 Penalty: 5384.937012
	Iteration 31Q: 3 clusters Score -8529336 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -8529326.000000 Penalty: 5384.937012
	Iteration 32Q: 3 clusters Score -8529326 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -8529357.000000 Penalty: 5384.937012
	Iteration 33Q: 3 clusters Score -8529357 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -8529361.000000 Penalty: 5384.937012
	Iteration 34Q: 3 clusters Score -8529361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -8529355.000000 Penalty: 5384.937012
	Iteration 35Q: 3 clusters Score -8529355 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -8529366.000000 Penalty: 5384.937012
	Iteration 36Q: 3 clusters Score -8529366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -8529379.000000 Penalty: 5384.937012
	Iteration 37Q: 3 clusters Score -8529379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -8529386.000000 Penalty: 5384.937012
	Iteration 38Q: 3 clusters Score -8529386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -8529377.000000 Penalty: 5384.937012
	Iteration 39Q: 3 clusters Score -8529377 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -8529387.000000 Penalty: 5384.937012
	Iteration 40F: 3 clusters Score -8529387 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -8529401.000000 Penalty: 5384.937012
	Iteration 41Q: 3 clusters Score -8529401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -8529399.000000 Penalty: 5384.937012
	Iteration 42Q: 3 clusters Score -8529399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -8529394.000000 Penalty: 5384.937012
	Iteration 43Q: 3 clusters Score -8529394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -8529405.000000 Penalty: 5384.937012
	Iteration 44Q: 3 clusters Score -8529405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -8529387.000000 Penalty: 5384.937012
	Iteration 45Q: 3 clusters Score -8529387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -8529410.000000 Penalty: 5384.937012
	Iteration 46Q: 3 clusters Score -8529410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -8529395.000000 Penalty: 5384.937012
	Iteration 47Q: 3 clusters Score -8529395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -8529390.000000 Penalty: 5384.937012
	Iteration 48Q: 3 clusters Score -8529390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -8529407.000000 Penalty: 5384.937012
	Iteration 49Q: 3 clusters Score -8529407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -8529407.000000 Penalty: 5384.937012
	Iteration 50Q: 3 clusters Score -8529407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -8529400.000000 Penalty: 5384.937012
	Iteration 51Q: 3 clusters Score -8529400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -8529409.000000 Penalty: 5384.937012
	Iteration 52Q: 3 clusters Score -8529409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -8529408.000000 Penalty: 5384.937012
	Iteration 53Q: 3 clusters Score -8529408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -8529418.000000 Penalty: 5384.937012
	Iteration 54Q: 3 clusters Score -8529418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -8529413.000000 Penalty: 5384.937012
	Iteration 55Q: 3 clusters Score -8529413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -8529419.000000 Penalty: 5384.937012
	Iteration 56Q: 3 clusters Score -8529419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -8529415.000000 Penalty: 5384.937012
	Iteration 57Q: 3 clusters Score -8529415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -8529415.000000 Penalty: 5384.937012
	Iteration 58Q: 3 clusters Score -8529415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -8529427.000000 Penalty: 5384.937012
	Iteration 59Q: 3 clusters Score -8529427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -8529421.000000 Penalty: 5384.937012
	Iteration 60F: 3 clusters Score -8529421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -8529415.000000 Penalty: 5384.937012
	Iteration 61Q: 3 clusters Score -8529415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -8529415.000000 Penalty: 5384.937012
	Iteration 62F: 3 clusters Score -8529415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -47040.632812 Penalty: 1444.115356
	Iteration 0F: 2 clusters Score -47040.63 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: -45807.753906 Penalty: 2888.230713
	Iteration 0F: 3 clusters Score -45807.75 nChanged 69
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: -45992.062500 Penalty: 2888.230713
	Iteration 1F: 3 clusters Score -45992.06 nChanged 12
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: -46031.519531 Penalty: 2888.230713
	Iteration 2Q: 3 clusters Score -46031.52 nChanged 5
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: -46041.375000 Penalty: 2888.230713
	Iteration 3Q: 3 clusters Score -46041.38 nChanged 2
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: -46050.042969 Penalty: 2888.230713
	Iteration 4Q: 3 clusters Score -46050.04 nChanged 3
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: -46059.558594 Penalty: 2888.230713
	Iteration 5Q: 3 clusters Score -46059.56 nChanged 1
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: -46064.914062 Penalty: 2888.230713
	Iteration 6Q: 3 clusters Score -46064.91 nChanged 3
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: -46075.136719 Penalty: 2888.230713
	Iteration 7Q: 3 clusters Score -46075.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46077.175781 Penalty: 2888.230713
	Iteration 8Q: 3 clusters Score -46077.18 nChanged 1
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: -46079.746094 Penalty: 2888.230713
	Iteration 9Q: 3 clusters Score -46079.75 nChanged 0
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: -46079.746094 Penalty: 2888.230713
	Iteration 10F: 3 clusters Score -46079.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Entering Unmasked Estep 
Score: -1076115.000000 Penalty: 2173.911133
	Iteration 0F: 2 clusters Score -1076115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1070674.625000 Penalty: 4347.822266
	Iteration 0F: 3 clusters Score -1070675 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1072101.250000 Penalty: 4347.822266
	Iteration 1F: 3 clusters Score -1072101 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1072398.500000 Penalty: 4347.822266
	Iteration 2F: 3 clusters Score -1072398 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1072622.000000 Penalty: 4347.822266
	Iteration 3F: 3 clusters Score -1072622 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1072860.875000 Penalty: 4347.822266
	Iteration 4Q: 3 clusters Score -1072861 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1073225.625000 Penalty: 4347.822266
	Iteration 5F: 3 clusters Score -1073226 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1073894.375000 Penalty: 4347.822266
	Iteration 6F: 3 clusters Score -1073894 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1074845.250000 Penalty: 4347.822266
	Iteration 7F: 3 clusters Score -1074845 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1075456.125000 Penalty: 4347.822266
	Iteration 8F: 3 clusters Score -1075456 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1075861.375000 Penalty: 4347.822266
	Iteration 9F: 3 clusters Score -1075861 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1076198.875000 Penalty: 4347.822266
	Iteration 10Q: 3 clusters Score -1076199 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1076460.375000 Penalty: 4347.822266
	Iteration 11Q: 3 clusters Score -1076460 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1076682.875000 Penalty: 4347.822266
	Iteration 12Q: 3 clusters Score -1076683 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1076851.375000 Penalty: 4347.822266
	Iteration 13Q: 3 clusters Score -1076851 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1076969.500000 Penalty: 4347.822266
	Iteration 14Q: 3 clusters Score -1076970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1077047.625000 Penalty: 4347.822266
	Iteration 15Q: 3 clusters Score -1077048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1077077.875000 Penalty: 4347.822266
	Iteration 16Q: 3 clusters Score -1077078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1077081.125000 Penalty: 4347.822266
	Iteration 17Q: 3 clusters Score -1077081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1077084.375000 Penalty: 4347.822266
	Iteration 18Q: 3 clusters Score -1077084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1077085.500000 Penalty: 4347.822266
	Iteration 19Q: 3 clusters Score -1077086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1077086.500000 Penalty: 4347.822266
	Iteration 20F: 3 clusters Score -1077086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 10711 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 12036 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 54812 members 
Mstep: Class 15 contains 11105 members 
Mstep: Class 16 contains 69986 members 
Mstep: Class 17 contains 61966 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12129 members 
Mstep: Class 22 contains 51882 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 1374 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74225 members 
Mstep: Class 31 contains 25428 members 
Mstep: Class 32 contains 34390 members 
Mstep: Class 33 contains 25988 members 
Mstep: Class 34 contains 32803 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16771 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44078 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15654 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11568 members 
Mstep: Class 47 contains 5037 members 
Entering Unmasked Estep 
Score: -115039200.000000 Penalty: 156896.109375
Splitting cluster 24 changes total score from -115039576.000000 to -115039200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Entering Unmasked Estep 
Score: -383098.750000 Penalty: 1934.643555
	Iteration 0F: 2 clusters Score -383098.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -380313.937500 Penalty: 3869.287109
	Iteration 0F: 3 clusters Score -380313.9 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -380941.218750 Penalty: 3869.287109
	Iteration 1F: 3 clusters Score -380941.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -381180.125000 Penalty: 3869.287109
	Iteration 2F: 3 clusters Score -381180.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -381386.937500 Penalty: 3869.287109
	Iteration 3F: 3 clusters Score -381386.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -381602.062500 Penalty: 3869.287109
	Iteration 4F: 3 clusters Score -381602.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -381888.031250 Penalty: 3869.287109
	Iteration 5F: 3 clusters Score -381888 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -382192.218750 Penalty: 3869.287109
	Iteration 6F: 3 clusters Score -382192.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -382413.937500 Penalty: 3869.287109
	Iteration 7F: 3 clusters Score -382413.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -382546.218750 Penalty: 3869.287109
	Iteration 8Q: 3 clusters Score -382546.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -382624.500000 Penalty: 3869.287109
	Iteration 9Q: 3 clusters Score -382624.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -382675.343750 Penalty: 3869.287109
	Iteration 10Q: 3 clusters Score -382675.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -382709.750000 Penalty: 3869.287109
	Iteration 11Q: 3 clusters Score -382709.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -382741.375000 Penalty: 3869.287109
	Iteration 12Q: 3 clusters Score -382741.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -382786.031250 Penalty: 3869.287109
	Iteration 13Q: 3 clusters Score -382786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -382824.500000 Penalty: 3869.287109
	Iteration 14Q: 3 clusters Score -382824.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -382850.750000 Penalty: 3869.287109
	Iteration 15Q: 3 clusters Score -382850.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -382870.406250 Penalty: 3869.287109
	Iteration 16Q: 3 clusters Score -382870.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -382884.875000 Penalty: 3869.287109
	Iteration 17Q: 3 clusters Score -382884.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -382891.468750 Penalty: 3869.287109
	Iteration 18Q: 3 clusters Score -382891.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -382896.062500 Penalty: 3869.287109
	Iteration 19Q: 3 clusters Score -382896.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -382899.468750 Penalty: 3869.287109
	Iteration 20F: 3 clusters Score -382899.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -382901.031250 Penalty: 3869.287109
	Iteration 21Q: 3 clusters Score -382901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -382903.437500 Penalty: 3869.287109
	Iteration 22Q: 3 clusters Score -382903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -382904.812500 Penalty: 3869.287109
	Iteration 23Q: 3 clusters Score -382904.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -382904.812500 Penalty: 3869.287109
	Iteration 24F: 3 clusters Score -382904.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Entering Unmasked Estep 
Score: -1093596.250000 Penalty: 2182.166260
	Iteration 0F: 2 clusters Score -1093596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1088027.000000 Penalty: 4364.332520
	Iteration 0F: 3 clusters Score -1088027 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1089583.625000 Penalty: 4364.332520
	Iteration 1F: 3 clusters Score -1089584 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1089913.875000 Penalty: 4364.332520
	Iteration 2F: 3 clusters Score -1089914 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1090153.375000 Penalty: 4364.332520
	Iteration 3F: 3 clusters Score -1090153 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1090338.750000 Penalty: 4364.332520
	Iteration 4Q: 3 clusters Score -1090339 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1090501.000000 Penalty: 4364.332520
	Iteration 5Q: 3 clusters Score -1090501 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1090658.875000 Penalty: 4364.332520
	Iteration 6Q: 3 clusters Score -1090659 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1090797.500000 Penalty: 4364.332520
	Iteration 7Q: 3 clusters Score -1090798 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1090917.125000 Penalty: 4364.332520
	Iteration 8Q: 3 clusters Score -1090917 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1091016.875000 Penalty: 4364.332520
	Iteration 9Q: 3 clusters Score -1091017 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1091127.250000 Penalty: 4364.332520
	Iteration 10Q: 3 clusters Score -1091127 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1091235.375000 Penalty: 4364.332520
	Iteration 11Q: 3 clusters Score -1091235 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1091346.875000 Penalty: 4364.332520
	Iteration 12Q: 3 clusters Score -1091347 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1091443.375000 Penalty: 4364.332520
	Iteration 13Q: 3 clusters Score -1091443 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1091532.875000 Penalty: 4364.332520
	Iteration 14Q: 3 clusters Score -1091533 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1091620.250000 Penalty: 4364.332520
	Iteration 15Q: 3 clusters Score -1091620 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1091682.375000 Penalty: 4364.332520
	Iteration 16Q: 3 clusters Score -1091682 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1091722.750000 Penalty: 4364.332520
	Iteration 17Q: 3 clusters Score -1091723 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1091752.000000 Penalty: 4364.332520
	Iteration 18Q: 3 clusters Score -1091752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1091774.875000 Penalty: 4364.332520
	Iteration 19Q: 3 clusters Score -1091775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1091793.000000 Penalty: 4364.332520
	Iteration 20F: 3 clusters Score -1091793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1091812.000000 Penalty: 4364.332520
	Iteration 21Q: 3 clusters Score -1091812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1091825.625000 Penalty: 4364.332520
	Iteration 22Q: 3 clusters Score -1091826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1091848.000000 Penalty: 4364.332520
	Iteration 23Q: 3 clusters Score -1091848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1091857.625000 Penalty: 4364.332520
	Iteration 24Q: 3 clusters Score -1091858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1091865.750000 Penalty: 4364.332520
	Iteration 25Q: 3 clusters Score -1091866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1091872.500000 Penalty: 4364.332520
	Iteration 26Q: 3 clusters Score -1091872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1091881.875000 Penalty: 4364.332520
	Iteration 27Q: 3 clusters Score -1091882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1091889.500000 Penalty: 4364.332520
	Iteration 28Q: 3 clusters Score -1091890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1091896.875000 Penalty: 4364.332520
	Iteration 29Q: 3 clusters Score -1091897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1091904.625000 Penalty: 4364.332520
	Iteration 30Q: 3 clusters Score -1091905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1091909.000000 Penalty: 4364.332520
	Iteration 31Q: 3 clusters Score -1091909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1091909.125000 Penalty: 4364.332520
	Iteration 32Q: 3 clusters Score -1091909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1091913.000000 Penalty: 4364.332520
	Iteration 33Q: 3 clusters Score -1091913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1091915.375000 Penalty: 4364.332520
	Iteration 34Q: 3 clusters Score -1091915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1091919.000000 Penalty: 4364.332520
	Iteration 35Q: 3 clusters Score -1091919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1091926.375000 Penalty: 4364.332520
	Iteration 36Q: 3 clusters Score -1091926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1091930.000000 Penalty: 4364.332520
	Iteration 37Q: 3 clusters Score -1091930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1091933.000000 Penalty: 4364.332520
	Iteration 38Q: 3 clusters Score -1091933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1091933.750000 Penalty: 4364.332520
	Iteration 39Q: 3 clusters Score -1091934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1091935.625000 Penalty: 4364.332520
	Iteration 40F: 3 clusters Score -1091936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1091938.375000 Penalty: 4364.332520
	Iteration 41Q: 3 clusters Score -1091938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1091940.125000 Penalty: 4364.332520
	Iteration 42Q: 3 clusters Score -1091940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1091942.750000 Penalty: 4364.332520
	Iteration 43Q: 3 clusters Score -1091943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1091944.875000 Penalty: 4364.332520
	Iteration 44Q: 3 clusters Score -1091945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1091944.875000 Penalty: 4364.332520
	Iteration 45Q: 3 clusters Score -1091945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1091945.000000 Penalty: 4364.332520
	Iteration 46Q: 3 clusters Score -1091945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1091945.375000 Penalty: 4364.332520
	Iteration 47Q: 3 clusters Score -1091945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1091946.250000 Penalty: 4364.332520
	Iteration 48Q: 3 clusters Score -1091946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1091949.000000 Penalty: 4364.332520
	Iteration 49Q: 3 clusters Score -1091949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1091952.750000 Penalty: 4364.332520
	Iteration 50Q: 3 clusters Score -1091953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1091957.250000 Penalty: 4364.332520
	Iteration 51Q: 3 clusters Score -1091957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1091960.375000 Penalty: 4364.332520
	Iteration 52Q: 3 clusters Score -1091960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1091962.250000 Penalty: 4364.332520
	Iteration 53Q: 3 clusters Score -1091962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1091961.625000 Penalty: 4364.332520
	Iteration 54Q: 3 clusters Score -1091962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1091961.625000 Penalty: 4364.332520
	Iteration 55F: 3 clusters Score -1091962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -337941.718750 Penalty: 1895.821289
	Iteration 0F: 2 clusters Score -337941.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -335336.375000 Penalty: 3791.642578
	Iteration 0F: 3 clusters Score -335336.4 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -335874.031250 Penalty: 3791.642578
	Iteration 1F: 3 clusters Score -335874 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -336028.187500 Penalty: 3791.642578
	Iteration 2F: 3 clusters Score -336028.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -336120.000000 Penalty: 3791.642578
	Iteration 3Q: 3 clusters Score -336120 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -336189.500000 Penalty: 3791.642578
	Iteration 4Q: 3 clusters Score -336189.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -336262.281250 Penalty: 3791.642578
	Iteration 5Q: 3 clusters Score -336262.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -336329.781250 Penalty: 3791.642578
	Iteration 6Q: 3 clusters Score -336329.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -336384.281250 Penalty: 3791.642578
	Iteration 7Q: 3 clusters Score -336384.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -336446.781250 Penalty: 3791.642578
	Iteration 8Q: 3 clusters Score -336446.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -336513.125000 Penalty: 3791.642578
	Iteration 9Q: 3 clusters Score -336513.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -336570.812500 Penalty: 3791.642578
	Iteration 10Q: 3 clusters Score -336570.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -336627.812500 Penalty: 3791.642578
	Iteration 11Q: 3 clusters Score -336627.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -336688.437500 Penalty: 3791.642578
	Iteration 12Q: 3 clusters Score -336688.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -336735.375000 Penalty: 3791.642578
	Iteration 13Q: 3 clusters Score -336735.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -336760.437500 Penalty: 3791.642578
	Iteration 14Q: 3 clusters Score -336760.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -336786.156250 Penalty: 3791.642578
	Iteration 15Q: 3 clusters Score -336786.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -336831.812500 Penalty: 3791.642578
	Iteration 16Q: 3 clusters Score -336831.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -336873.781250 Penalty: 3791.642578
	Iteration 17Q: 3 clusters Score -336873.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -336921.500000 Penalty: 3791.642578
	Iteration 18Q: 3 clusters Score -336921.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -336969.812500 Penalty: 3791.642578
	Iteration 19Q: 3 clusters Score -336969.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -337005.375000 Penalty: 3791.642578
	Iteration 20F: 3 clusters Score -337005.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -337039.781250 Penalty: 3791.642578
	Iteration 21Q: 3 clusters Score -337039.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -337061.843750 Penalty: 3791.642578
	Iteration 22Q: 3 clusters Score -337061.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -337070.062500 Penalty: 3791.642578
	Iteration 23Q: 3 clusters Score -337070.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -337083.031250 Penalty: 3791.642578
	Iteration 24Q: 3 clusters Score -337083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -337088.062500 Penalty: 3791.642578
	Iteration 25Q: 3 clusters Score -337088.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -337090.968750 Penalty: 3791.642578
	Iteration 26Q: 3 clusters Score -337091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -337090.968750 Penalty: 3791.642578
	Iteration 27F: 3 clusters Score -337091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -143313.203125 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -143313.2 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 439 members 
Entering Unmasked Estep 
Score: -141461.750000 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -141461.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -141794.578125 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -141794.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -141930.859375 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -141930.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -142025.109375 Penalty: 3378.923096
	Iteration 3Q: 3 clusters Score -142025.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -142082.156250 Penalty: 3378.923096
	Iteration 4Q: 3 clusters Score -142082.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -142142.734375 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -142142.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -142193.296875 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -142193.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -142247.609375 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -142247.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -142319.296875 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -142319.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -142408.750000 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -142408.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -142478.984375 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -142479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -142520.250000 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -142520.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -142548.234375 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -142548.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -142574.875000 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -142574.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -142618.015625 Penalty: 3378.923096
	Iteration 14Q: 3 clusters Score -142618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -142642.687500 Penalty: 3378.923096
	Iteration 15Q: 3 clusters Score -142642.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -142665.796875 Penalty: 3378.923096
	Iteration 16Q: 3 clusters Score -142665.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -142676.656250 Penalty: 3378.923096
	Iteration 17Q: 3 clusters Score -142676.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -142689.468750 Penalty: 3378.923096
	Iteration 18Q: 3 clusters Score -142689.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -142702.843750 Penalty: 3378.923096
	Iteration 19Q: 3 clusters Score -142702.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -142714.500000 Penalty: 3378.923096
	Iteration 20F: 3 clusters Score -142714.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -142732.000000 Penalty: 3378.923096
	Iteration 21Q: 3 clusters Score -142732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -142735.484375 Penalty: 3378.923096
	Iteration 22Q: 3 clusters Score -142735.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -142744.375000 Penalty: 3378.923096
	Iteration 23Q: 3 clusters Score -142744.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -142750.343750 Penalty: 3378.923096
	Iteration 24Q: 3 clusters Score -142750.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -142750.343750 Penalty: 3378.923096
	Iteration 25F: 3 clusters Score -142750.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Entering Unmasked Estep 
Score: -489882.125000 Penalty: 1979.300293
	Iteration 0F: 2 clusters Score -489882.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -486697.031250 Penalty: 3958.600586
	Iteration 0F: 3 clusters Score -486697 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -487334.718750 Penalty: 3958.600586
	Iteration 1F: 3 clusters Score -487334.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -487509.031250 Penalty: 3958.600586
	Iteration 2F: 3 clusters Score -487509 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -487623.843750 Penalty: 3958.600586
	Iteration 3F: 3 clusters Score -487623.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -487713.687500 Penalty: 3958.600586
	Iteration 4Q: 3 clusters Score -487713.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -487809.656250 Penalty: 3958.600586
	Iteration 5Q: 3 clusters Score -487809.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -487934.468750 Penalty: 3958.600586
	Iteration 6Q: 3 clusters Score -487934.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -488063.062500 Penalty: 3958.600586
	Iteration 7Q: 3 clusters Score -488063.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -488189.031250 Penalty: 3958.600586
	Iteration 8Q: 3 clusters Score -488189 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -488303.031250 Penalty: 3958.600586
	Iteration 9Q: 3 clusters Score -488303 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -488394.718750 Penalty: 3958.600586
	Iteration 10Q: 3 clusters Score -488394.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -488456.093750 Penalty: 3958.600586
	Iteration 11Q: 3 clusters Score -488456.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -488505.687500 Penalty: 3958.600586
	Iteration 12Q: 3 clusters Score -488505.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -488544.281250 Penalty: 3958.600586
	Iteration 13Q: 3 clusters Score -488544.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -488571.312500 Penalty: 3958.600586
	Iteration 14Q: 3 clusters Score -488571.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -488592.500000 Penalty: 3958.600586
	Iteration 15Q: 3 clusters Score -488592.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -488616.406250 Penalty: 3958.600586
	Iteration 16Q: 3 clusters Score -488616.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -488644.000000 Penalty: 3958.600586
	Iteration 17Q: 3 clusters Score -488644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -488653.843750 Penalty: 3958.600586
	Iteration 18Q: 3 clusters Score -488653.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -488659.562500 Penalty: 3958.600586
	Iteration 19Q: 3 clusters Score -488659.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -488664.218750 Penalty: 3958.600586
	Iteration 20F: 3 clusters Score -488664.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -488669.093750 Penalty: 3958.600586
	Iteration 21Q: 3 clusters Score -488669.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -488671.843750 Penalty: 3958.600586
	Iteration 22Q: 3 clusters Score -488671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -488672.781250 Penalty: 3958.600586
	Iteration 23Q: 3 clusters Score -488672.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -488673.875000 Penalty: 3958.600586
	Iteration 24Q: 3 clusters Score -488673.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -488673.312500 Penalty: 3958.600586
	Iteration 25Q: 3 clusters Score -488673.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -488674.531250 Penalty: 3958.600586
	Iteration 26Q: 3 clusters Score -488674.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -488675.343750 Penalty: 3958.600586
	Iteration 27Q: 3 clusters Score -488675.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -488675.343750 Penalty: 3958.600586
	Iteration 28F: 3 clusters Score -488675.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (74225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74225 members 
Entering Unmasked Estep 
Score: -12566003.000000 Penalty: 2781.284424
	Iteration 0F: 2 clusters Score -1.2566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -12519294.000000 Penalty: 5562.568848
	Iteration 0F: 3 clusters Score -1.251929e+07 nChanged 34962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -12539157.000000 Penalty: 5562.568848
	Iteration 1F: 3 clusters Score -1.253916e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -12539923.000000 Penalty: 5562.568848
	Iteration 2Q: 3 clusters Score -1.253992e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -12540969.000000 Penalty: 5562.568848
	Iteration 3Q: 3 clusters Score -1.254097e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -12542335.000000 Penalty: 5562.568848
	Iteration 4Q: 3 clusters Score -1.254234e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -12544068.000000 Penalty: 5562.568848
	Iteration 5F: 3 clusters Score -1.254407e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -12546462.000000 Penalty: 5562.568848
	Iteration 6F: 3 clusters Score -1.254646e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -12549244.000000 Penalty: 5562.568848
	Iteration 7F: 3 clusters Score -1.254924e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -12552075.000000 Penalty: 5562.568848
	Iteration 8F: 3 clusters Score -1.255208e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 58591 members 
Entering Unmasked Estep 
Score: -12554422.000000 Penalty: 5562.568848
	Iteration 9F: 3 clusters Score -1.255442e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -12556321.000000 Penalty: 5562.568848
	Iteration 10Q: 3 clusters Score -1.255632e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 62528 members 
Entering Unmasked Estep 
Score: -12557432.000000 Penalty: 5562.568848
	Iteration 11Q: 3 clusters Score -1.255743e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -12558149.000000 Penalty: 5562.568848
	Iteration 12Q: 3 clusters Score -1.255815e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 64981 members 
Entering Unmasked Estep 
Score: -12558681.000000 Penalty: 5562.568848
	Iteration 13Q: 3 clusters Score -1.255868e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 65927 members 
Entering Unmasked Estep 
Score: -12559239.000000 Penalty: 5562.568848
	Iteration 14Q: 3 clusters Score -1.255924e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 66816 members 
Entering Unmasked Estep 
Score: -12559631.000000 Penalty: 5562.568848
	Iteration 15Q: 3 clusters Score -1.255963e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 67657 members 
Entering Unmasked Estep 
Score: -12560062.000000 Penalty: 5562.568848
	Iteration 16Q: 3 clusters Score -1.256006e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 68428 members 
Entering Unmasked Estep 
Score: -12560474.000000 Penalty: 5562.568848
	Iteration 17Q: 3 clusters Score -1.256047e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 69128 members 
Entering Unmasked Estep 
Score: -12560850.000000 Penalty: 5562.568848
	Iteration 18Q: 3 clusters Score -1.256085e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -12561201.000000 Penalty: 5562.568848
	Iteration 19Q: 3 clusters Score -1.25612e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 70406 members 
Entering Unmasked Estep 
Score: -12561475.000000 Penalty: 5562.568848
	Iteration 20F: 3 clusters Score -1.256148e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 70958 members 
Entering Unmasked Estep 
Score: -12561819.000000 Penalty: 5562.568848
	Iteration 21Q: 3 clusters Score -1.256182e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 71421 members 
Entering Unmasked Estep 
Score: -12562105.000000 Penalty: 5562.568848
	Iteration 22Q: 3 clusters Score -1.25621e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 71802 members 
Entering Unmasked Estep 
Score: -12562354.000000 Penalty: 5562.568848
	Iteration 23Q: 3 clusters Score -1.256235e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 72116 members 
Entering Unmasked Estep 
Score: -12562565.000000 Penalty: 5562.568848
	Iteration 24Q: 3 clusters Score -1.256256e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 72395 members 
Entering Unmasked Estep 
Score: -12562732.000000 Penalty: 5562.568848
	Iteration 25Q: 3 clusters Score -1.256273e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 72606 members 
Entering Unmasked Estep 
Score: -12562819.000000 Penalty: 5562.568848
	Iteration 26Q: 3 clusters Score -1.256282e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -12562900.000000 Penalty: 5562.568848
	Iteration 27Q: 3 clusters Score -1.25629e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 72876 members 
Entering Unmasked Estep 
Score: -12563028.000000 Penalty: 5562.568848
	Iteration 28Q: 3 clusters Score -1.256303e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 72966 members 
Entering Unmasked Estep 
Score: -12563083.000000 Penalty: 5562.568848
	Iteration 29Q: 3 clusters Score -1.256308e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 73028 members 
Entering Unmasked Estep 
Score: -12563104.000000 Penalty: 5562.568848
	Iteration 30Q: 3 clusters Score -1.25631e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 73086 members 
Entering Unmasked Estep 
Score: -12563162.000000 Penalty: 5562.568848
	Iteration 31Q: 3 clusters Score -1.256316e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 73142 members 
Entering Unmasked Estep 
Score: -12563199.000000 Penalty: 5562.568848
	Iteration 32Q: 3 clusters Score -1.25632e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 73184 members 
Entering Unmasked Estep 
Score: -12563246.000000 Penalty: 5562.568848
	Iteration 33Q: 3 clusters Score -1.256325e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 73215 members 
Entering Unmasked Estep 
Score: -12563286.000000 Penalty: 5562.568848
	Iteration 34Q: 3 clusters Score -1.256329e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 73243 members 
Entering Unmasked Estep 
Score: -12563294.000000 Penalty: 5562.568848
	Iteration 35Q: 3 clusters Score -1.256329e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 73274 members 
Entering Unmasked Estep 
Score: -12563319.000000 Penalty: 5562.568848
	Iteration 36Q: 3 clusters Score -1.256332e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 73296 members 
Entering Unmasked Estep 
Score: -12563341.000000 Penalty: 5562.568848
	Iteration 37Q: 3 clusters Score -1.256334e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 73317 members 
Entering Unmasked Estep 
Score: -12563346.000000 Penalty: 5562.568848
	Iteration 38Q: 3 clusters Score -1.256335e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 73328 members 
Entering Unmasked Estep 
Score: -12563343.000000 Penalty: 5562.568848
	Iteration 39Q: 3 clusters Score -1.256334e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 73346 members 
Entering Unmasked Estep 
Score: -12563389.000000 Penalty: 5562.568848
	Iteration 40F: 3 clusters Score -1.256339e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 73363 members 
Entering Unmasked Estep 
Score: -12563406.000000 Penalty: 5562.568848
	Iteration 41Q: 3 clusters Score -1.256341e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 73370 members 
Entering Unmasked Estep 
Score: -12563425.000000 Penalty: 5562.568848
	Iteration 42Q: 3 clusters Score -1.256342e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -12563440.000000 Penalty: 5562.568848
	Iteration 43Q: 3 clusters Score -1.256344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
Score: -12563428.000000 Penalty: 5562.568848
	Iteration 44Q: 3 clusters Score -1.256343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 73388 members 
Entering Unmasked Estep 
Score: -12563437.000000 Penalty: 5562.568848
	Iteration 45Q: 3 clusters Score -1.256344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 73390 members 
Entering Unmasked Estep 
Score: -12563447.000000 Penalty: 5562.568848
	Iteration 46Q: 3 clusters Score -1.256345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 73391 members 
Entering Unmasked Estep 
Score: -12563443.000000 Penalty: 5562.568848
	Iteration 47Q: 3 clusters Score -1.256344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 73393 members 
Entering Unmasked Estep 
Score: -12563447.000000 Penalty: 5562.568848
	Iteration 48Q: 3 clusters Score -1.256345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 73394 members 
Entering Unmasked Estep 
Score: -12563440.000000 Penalty: 5562.568848
	Iteration 49Q: 3 clusters Score -1.256344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 73401 members 
Entering Unmasked Estep 
Score: -12563443.000000 Penalty: 5562.568848
	Iteration 50Q: 3 clusters Score -1.256344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 73404 members 
Entering Unmasked Estep 
Score: -12563459.000000 Penalty: 5562.568848
	Iteration 51Q: 3 clusters Score -1.256346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 73407 members 
Entering Unmasked Estep 
Score: -12563440.000000 Penalty: 5562.568848
	Iteration 52Q: 3 clusters Score -1.256344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 73407 members 
Entering Unmasked Estep 
Score: -12563442.000000 Penalty: 5562.568848
	Iteration 53Q: 3 clusters Score -1.256344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 73408 members 
Entering Unmasked Estep 
Score: -12563444.000000 Penalty: 5562.568848
	Iteration 54Q: 3 clusters Score -1.256344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 73408 members 
Entering Unmasked Estep 
Score: -12563444.000000 Penalty: 5562.568848
	Iteration 55F: 3 clusters Score -1.256344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Entering Unmasked Estep 
Score: -4342692.500000 Penalty: 2515.614258
	Iteration 0F: 2 clusters Score -4342692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -4325038.500000 Penalty: 5031.228516
	Iteration 0F: 3 clusters Score -4325038 nChanged 11443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -4331143.000000 Penalty: 5031.228516
	Iteration 1F: 3 clusters Score -4331143 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -4331604.000000 Penalty: 5031.228516
	Iteration 2F: 3 clusters Score -4331604 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -4332131.000000 Penalty: 5031.228516
	Iteration 3Q: 3 clusters Score -4332131 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -4332741.000000 Penalty: 5031.228516
	Iteration 4Q: 3 clusters Score -4332741 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -4333473.000000 Penalty: 5031.228516
	Iteration 5F: 3 clusters Score -4333473 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -4334354.500000 Penalty: 5031.228516
	Iteration 6F: 3 clusters Score -4334354 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -4335295.500000 Penalty: 5031.228516
	Iteration 7F: 3 clusters Score -4335296 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -4336191.000000 Penalty: 5031.228516
	Iteration 8F: 3 clusters Score -4336191 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -4336918.000000 Penalty: 5031.228516
	Iteration 9Q: 3 clusters Score -4336918 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -4337552.000000 Penalty: 5031.228516
	Iteration 10Q: 3 clusters Score -4337552 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -4338288.500000 Penalty: 5031.228516
	Iteration 11Q: 3 clusters Score -4338288 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -4339024.000000 Penalty: 5031.228516
	Iteration 12Q: 3 clusters Score -4339024 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -4339615.500000 Penalty: 5031.228516
	Iteration 13Q: 3 clusters Score -4339616 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -4339956.500000 Penalty: 5031.228516
	Iteration 14Q: 3 clusters Score -4339956 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -4340135.000000 Penalty: 5031.228516
	Iteration 15Q: 3 clusters Score -4340135 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -4340272.500000 Penalty: 5031.228516
	Iteration 16Q: 3 clusters Score -4340272 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -4340388.000000 Penalty: 5031.228516
	Iteration 17Q: 3 clusters Score -4340388 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -4340463.000000 Penalty: 5031.228516
	Iteration 18Q: 3 clusters Score -4340463 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -4340523.500000 Penalty: 5031.228516
	Iteration 19Q: 3 clusters Score -4340524 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -4340594.000000 Penalty: 5031.228516
	Iteration 20F: 3 clusters Score -4340594 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -4340651.500000 Penalty: 5031.228516
	Iteration 21Q: 3 clusters Score -4340652 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -4340683.500000 Penalty: 5031.228516
	Iteration 22Q: 3 clusters Score -4340684 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -4340725.500000 Penalty: 5031.228516
	Iteration 23Q: 3 clusters Score -4340726 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -4340768.500000 Penalty: 5031.228516
	Iteration 24Q: 3 clusters Score -4340768 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -4340790.000000 Penalty: 5031.228516
	Iteration 25Q: 3 clusters Score -4340790 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -4340817.500000 Penalty: 5031.228516
	Iteration 26Q: 3 clusters Score -4340818 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -4340830.000000 Penalty: 5031.228516
	Iteration 27Q: 3 clusters Score -4340830 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -4340856.000000 Penalty: 5031.228516
	Iteration 28Q: 3 clusters Score -4340856 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -4340865.500000 Penalty: 5031.228516
	Iteration 29Q: 3 clusters Score -4340866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -4340887.500000 Penalty: 5031.228516
	Iteration 30Q: 3 clusters Score -4340888 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -4340886.000000 Penalty: 5031.228516
	Iteration 31Q: 3 clusters Score -4340886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -4340902.000000 Penalty: 5031.228516
	Iteration 32Q: 3 clusters Score -4340902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -4340900.000000 Penalty: 5031.228516
	Iteration 33Q: 3 clusters Score -4340900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -4340903.000000 Penalty: 5031.228516
	Iteration 34Q: 3 clusters Score -4340903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -4340901.500000 Penalty: 5031.228516
	Iteration 35Q: 3 clusters Score -4340902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -4340902.000000 Penalty: 5031.228516
	Iteration 36Q: 3 clusters Score -4340902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -4340901.000000 Penalty: 5031.228516
	Iteration 37Q: 3 clusters Score -4340901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -4340902.000000 Penalty: 5031.228516
	Iteration 38Q: 3 clusters Score -4340902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -4340895.500000 Penalty: 5031.228516
	Iteration 39Q: 3 clusters Score -4340896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -4340901.500000 Penalty: 5031.228516
	Iteration 40F: 3 clusters Score -4340902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -4340909.000000 Penalty: 5031.228516
	Iteration 41Q: 3 clusters Score -4340909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -4340915.000000 Penalty: 5031.228516
	Iteration 42Q: 3 clusters Score -4340915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -4340914.500000 Penalty: 5031.228516
	Iteration 43Q: 3 clusters Score -4340914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -4340919.000000 Penalty: 5031.228516
	Iteration 44Q: 3 clusters Score -4340919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -4340918.500000 Penalty: 5031.228516
	Iteration 45Q: 3 clusters Score -4340918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -4340919.500000 Penalty: 5031.228516
	Iteration 46Q: 3 clusters Score -4340920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -4340917.000000 Penalty: 5031.228516
	Iteration 47Q: 3 clusters Score -4340917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -4340914.000000 Penalty: 5031.228516
	Iteration 48Q: 3 clusters Score -4340914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -4340916.000000 Penalty: 5031.228516
	Iteration 49Q: 3 clusters Score -4340916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -4340917.500000 Penalty: 5031.228516
	Iteration 50Q: 3 clusters Score -4340918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -4340914.000000 Penalty: 5031.228516
	Iteration 51Q: 3 clusters Score -4340914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -4340919.000000 Penalty: 5031.228516
	Iteration 52Q: 3 clusters Score -4340919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -4340919.500000 Penalty: 5031.228516
	Iteration 53Q: 3 clusters Score -4340920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -4340917.000000 Penalty: 5031.228516
	Iteration 54Q: 3 clusters Score -4340917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -4340919.000000 Penalty: 5031.228516
	Iteration 55Q: 3 clusters Score -4340919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -4340915.500000 Penalty: 5031.228516
	Iteration 56Q: 3 clusters Score -4340916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -4340916.000000 Penalty: 5031.228516
	Iteration 57Q: 3 clusters Score -4340916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -4340916.000000 Penalty: 5031.228516
	Iteration 58F: 3 clusters Score -4340916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (34390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Entering Unmasked Estep 
Score: -6001854.500000 Penalty: 2590.489258
	Iteration 0F: 2 clusters Score -6001854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -5978596.500000 Penalty: 5180.978516
	Iteration 0F: 3 clusters Score -5978596 nChanged 15520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -5987018.500000 Penalty: 5180.978516
	Iteration 1F: 3 clusters Score -5987018 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -5987548.500000 Penalty: 5180.978516
	Iteration 2Q: 3 clusters Score -5987548 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -5988074.000000 Penalty: 5180.978516
	Iteration 3Q: 3 clusters Score -5988074 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -5988699.500000 Penalty: 5180.978516
	Iteration 4Q: 3 clusters Score -5988700 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -5989549.500000 Penalty: 5180.978516
	Iteration 5Q: 3 clusters Score -5989550 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -5990737.500000 Penalty: 5180.978516
	Iteration 6F: 3 clusters Score -5990738 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -5992474.500000 Penalty: 5180.978516
	Iteration 7F: 3 clusters Score -5992474 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -5994626.500000 Penalty: 5180.978516
	Iteration 8F: 3 clusters Score -5994626 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -5996667.000000 Penalty: 5180.978516
	Iteration 9F: 3 clusters Score -5996667 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5998081.500000 Penalty: 5180.978516
	Iteration 10Q: 3 clusters Score -5998082 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5998842.000000 Penalty: 5180.978516
	Iteration 11Q: 3 clusters Score -5998842 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5999211.500000 Penalty: 5180.978516
	Iteration 12Q: 3 clusters Score -5999212 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5999379.000000 Penalty: 5180.978516
	Iteration 13Q: 3 clusters Score -5999379 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5999465.000000 Penalty: 5180.978516
	Iteration 14Q: 3 clusters Score -5999465 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5999513.500000 Penalty: 5180.978516
	Iteration 15Q: 3 clusters Score -5999514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5999552.000000 Penalty: 5180.978516
	Iteration 16Q: 3 clusters Score -5999552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5999568.000000 Penalty: 5180.978516
	Iteration 17Q: 3 clusters Score -5999568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5999594.500000 Penalty: 5180.978516
	Iteration 18Q: 3 clusters Score -5999594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5999606.000000 Penalty: 5180.978516
	Iteration 19Q: 3 clusters Score -5999606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5999618.500000 Penalty: 5180.978516
	Iteration 20F: 3 clusters Score -5999618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5999626.500000 Penalty: 5180.978516
	Iteration 21Q: 3 clusters Score -5999626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5999633.000000 Penalty: 5180.978516
	Iteration 22Q: 3 clusters Score -5999633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5999646.000000 Penalty: 5180.978516
	Iteration 23Q: 3 clusters Score -5999646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5999645.000000 Penalty: 5180.978516
	Iteration 24Q: 3 clusters Score -5999645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5999650.500000 Penalty: 5180.978516
	Iteration 25Q: 3 clusters Score -5999650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5999655.000000 Penalty: 5180.978516
	Iteration 26Q: 3 clusters Score -5999655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5999655.500000 Penalty: 5180.978516
	Iteration 27Q: 3 clusters Score -5999656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5999655.500000 Penalty: 5180.978516
	Iteration 28F: 3 clusters Score -5999656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (25988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Entering Unmasked Estep 
Score: -4470327.500000 Penalty: 2521.016602
	Iteration 0F: 2 clusters Score -4470328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -4452422.500000 Penalty: 5042.033203
	Iteration 0F: 3 clusters Score -4452422 nChanged 11640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -4458928.000000 Penalty: 5042.033203
	Iteration 1F: 3 clusters Score -4458928 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -4459861.000000 Penalty: 5042.033203
	Iteration 2F: 3 clusters Score -4459861 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -4461048.000000 Penalty: 5042.033203
	Iteration 3F: 3 clusters Score -4461048 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -4462409.500000 Penalty: 5042.033203
	Iteration 4F: 3 clusters Score -4462410 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -4463874.000000 Penalty: 5042.033203
	Iteration 5F: 3 clusters Score -4463874 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -4465280.500000 Penalty: 5042.033203
	Iteration 6F: 3 clusters Score -4465280 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -4466446.500000 Penalty: 5042.033203
	Iteration 7F: 3 clusters Score -4466446 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -4467299.000000 Penalty: 5042.033203
	Iteration 8Q: 3 clusters Score -4467299 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -4467873.000000 Penalty: 5042.033203
	Iteration 9Q: 3 clusters Score -4467873 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -4468128.500000 Penalty: 5042.033203
	Iteration 10Q: 3 clusters Score -4468128 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -4468275.500000 Penalty: 5042.033203
	Iteration 11Q: 3 clusters Score -4468276 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -4468382.000000 Penalty: 5042.033203
	Iteration 12Q: 3 clusters Score -4468382 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -4468437.500000 Penalty: 5042.033203
	Iteration 13Q: 3 clusters Score -4468438 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -4468499.500000 Penalty: 5042.033203
	Iteration 14Q: 3 clusters Score -4468500 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -4468526.000000 Penalty: 5042.033203
	Iteration 15Q: 3 clusters Score -4468526 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -4468573.000000 Penalty: 5042.033203
	Iteration 16Q: 3 clusters Score -4468573 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -4468605.000000 Penalty: 5042.033203
	Iteration 17Q: 3 clusters Score -4468605 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -4468647.000000 Penalty: 5042.033203
	Iteration 18Q: 3 clusters Score -4468647 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -4468671.000000 Penalty: 5042.033203
	Iteration 19Q: 3 clusters Score -4468671 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -4468711.000000 Penalty: 5042.033203
	Iteration 20F: 3 clusters Score -4468711 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -4468746.000000 Penalty: 5042.033203
	Iteration 21Q: 3 clusters Score -4468746 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -4468768.500000 Penalty: 5042.033203
	Iteration 22Q: 3 clusters Score -4468768 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -4468766.500000 Penalty: 5042.033203
	Iteration 23Q: 3 clusters Score -4468766 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -4468777.500000 Penalty: 5042.033203
	Iteration 24Q: 3 clusters Score -4468778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -4468800.500000 Penalty: 5042.033203
	Iteration 25Q: 3 clusters Score -4468800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -4468796.000000 Penalty: 5042.033203
	Iteration 26Q: 3 clusters Score -4468796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -4468798.000000 Penalty: 5042.033203
	Iteration 27Q: 3 clusters Score -4468798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -4468796.000000 Penalty: 5042.033203
	Iteration 28Q: 3 clusters Score -4468796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -4468792.500000 Penalty: 5042.033203
	Iteration 29Q: 3 clusters Score -4468792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -4468809.000000 Penalty: 5042.033203
	Iteration 30Q: 3 clusters Score -4468809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -4468813.000000 Penalty: 5042.033203
	Iteration 31Q: 3 clusters Score -4468813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -4468814.500000 Penalty: 5042.033203
	Iteration 32Q: 3 clusters Score -4468814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -4468818.500000 Penalty: 5042.033203
	Iteration 33Q: 3 clusters Score -4468818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -4468832.000000 Penalty: 5042.033203
	Iteration 34Q: 3 clusters Score -4468832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -4468830.000000 Penalty: 5042.033203
	Iteration 35Q: 3 clusters Score -4468830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -4468835.000000 Penalty: 5042.033203
	Iteration 36Q: 3 clusters Score -4468835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -4468857.000000 Penalty: 5042.033203
	Iteration 37Q: 3 clusters Score -4468857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -4468864.000000 Penalty: 5042.033203
	Iteration 38Q: 3 clusters Score -4468864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -4468875.000000 Penalty: 5042.033203
	Iteration 39Q: 3 clusters Score -4468875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -4468870.000000 Penalty: 5042.033203
	Iteration 40F: 3 clusters Score -4468870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -4468869.500000 Penalty: 5042.033203
	Iteration 41Q: 3 clusters Score -4468870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -4468879.000000 Penalty: 5042.033203
	Iteration 42Q: 3 clusters Score -4468879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -4468889.500000 Penalty: 5042.033203
	Iteration 43Q: 3 clusters Score -4468890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -4468884.500000 Penalty: 5042.033203
	Iteration 44Q: 3 clusters Score -4468884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -4468890.000000 Penalty: 5042.033203
	Iteration 45Q: 3 clusters Score -4468890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -4468889.000000 Penalty: 5042.033203
	Iteration 46Q: 3 clusters Score -4468889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -4468888.000000 Penalty: 5042.033203
	Iteration 47Q: 3 clusters Score -4468888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -4468887.000000 Penalty: 5042.033203
	Iteration 48Q: 3 clusters Score -4468887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -4468893.500000 Penalty: 5042.033203
	Iteration 49Q: 3 clusters Score -4468894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -4468897.000000 Penalty: 5042.033203
	Iteration 50Q: 3 clusters Score -4468897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -4468902.500000 Penalty: 5042.033203
	Iteration 51Q: 3 clusters Score -4468902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -4468905.500000 Penalty: 5042.033203
	Iteration 52Q: 3 clusters Score -4468906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -4468909.000000 Penalty: 5042.033203
	Iteration 53Q: 3 clusters Score -4468909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -4468918.500000 Penalty: 5042.033203
	Iteration 54Q: 3 clusters Score -4468918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -4468903.000000 Penalty: 5042.033203
	Iteration 55Q: 3 clusters Score -4468903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -4468911.500000 Penalty: 5042.033203
	Iteration 56Q: 3 clusters Score -4468912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -4468919.500000 Penalty: 5042.033203
	Iteration 57Q: 3 clusters Score -4468920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -4468917.000000 Penalty: 5042.033203
	Iteration 58Q: 3 clusters Score -4468917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -4468920.500000 Penalty: 5042.033203
	Iteration 59Q: 3 clusters Score -4468920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -4468923.500000 Penalty: 5042.033203
	Iteration 60F: 3 clusters Score -4468924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -4468929.500000 Penalty: 5042.033203
	Iteration 61Q: 3 clusters Score -4468930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -4468934.500000 Penalty: 5042.033203
	Iteration 62Q: 3 clusters Score -4468934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -4468931.000000 Penalty: 5042.033203
	Iteration 63Q: 3 clusters Score -4468931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -4468938.000000 Penalty: 5042.033203
	Iteration 64Q: 3 clusters Score -4468938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -4468948.000000 Penalty: 5042.033203
	Iteration 65Q: 3 clusters Score -4468948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -4468940.500000 Penalty: 5042.033203
	Iteration 66Q: 3 clusters Score -4468940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -4468936.000000 Penalty: 5042.033203
	Iteration 67Q: 3 clusters Score -4468936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -4468945.500000 Penalty: 5042.033203
	Iteration 68Q: 3 clusters Score -4468946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -4468941.500000 Penalty: 5042.033203
	Iteration 69Q: 3 clusters Score -4468942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -4468947.000000 Penalty: 5042.033203
	Iteration 70Q: 3 clusters Score -4468947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -4468951.500000 Penalty: 5042.033203
	Iteration 71Q: 3 clusters Score -4468952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -4468952.000000 Penalty: 5042.033203
	Iteration 72Q: 3 clusters Score -4468952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -4468952.500000 Penalty: 5042.033203
	Iteration 73Q: 3 clusters Score -4468952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -4468958.000000 Penalty: 5042.033203
	Iteration 74Q: 3 clusters Score -4468958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -4468956.000000 Penalty: 5042.033203
	Iteration 75Q: 3 clusters Score -4468956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -4468956.000000 Penalty: 5042.033203
	Iteration 76F: 3 clusters Score -4468956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (32803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Entering Unmasked Estep 
Score: -5556974.000000 Penalty: 2578.772217
	Iteration 0F: 2 clusters Score -5556974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -5534588.000000 Penalty: 5157.544434
	Iteration 0F: 3 clusters Score -5534588 nChanged 15009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -5543053.500000 Penalty: 5157.544434
	Iteration 1F: 3 clusters Score -5543054 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -5543765.500000 Penalty: 5157.544434
	Iteration 2F: 3 clusters Score -5543766 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -5544533.500000 Penalty: 5157.544434
	Iteration 3F: 3 clusters Score -5544534 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -5545282.500000 Penalty: 5157.544434
	Iteration 4Q: 3 clusters Score -5545282 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -5546034.000000 Penalty: 5157.544434
	Iteration 5Q: 3 clusters Score -5546034 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -5546667.000000 Penalty: 5157.544434
	Iteration 6Q: 3 clusters Score -5546667 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -5547236.000000 Penalty: 5157.544434
	Iteration 7Q: 3 clusters Score -5547236 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -5547727.000000 Penalty: 5157.544434
	Iteration 8Q: 3 clusters Score -5547727 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -5548214.000000 Penalty: 5157.544434
	Iteration 9Q: 3 clusters Score -5548214 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -5548642.500000 Penalty: 5157.544434
	Iteration 10Q: 3 clusters Score -5548642 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -5549125.500000 Penalty: 5157.544434
	Iteration 11Q: 3 clusters Score -5549126 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -5549602.500000 Penalty: 5157.544434
	Iteration 12Q: 3 clusters Score -5549602 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -5550062.500000 Penalty: 5157.544434
	Iteration 13Q: 3 clusters Score -5550062 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -5550421.500000 Penalty: 5157.544434
	Iteration 14Q: 3 clusters Score -5550422 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -5550746.500000 Penalty: 5157.544434
	Iteration 15Q: 3 clusters Score -5550746 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -5551016.000000 Penalty: 5157.544434
	Iteration 16Q: 3 clusters Score -5551016 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -5551196.000000 Penalty: 5157.544434
	Iteration 17Q: 3 clusters Score -5551196 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -5551321.500000 Penalty: 5157.544434
	Iteration 18Q: 3 clusters Score -5551322 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -5551439.000000 Penalty: 5157.544434
	Iteration 19Q: 3 clusters Score -5551439 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -5551566.000000 Penalty: 5157.544434
	Iteration 20F: 3 clusters Score -5551566 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -5551640.000000 Penalty: 5157.544434
	Iteration 21Q: 3 clusters Score -5551640 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -5551731.500000 Penalty: 5157.544434
	Iteration 22Q: 3 clusters Score -5551732 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -5551815.500000 Penalty: 5157.544434
	Iteration 23Q: 3 clusters Score -5551816 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -5551896.500000 Penalty: 5157.544434
	Iteration 24Q: 3 clusters Score -5551896 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -5551984.000000 Penalty: 5157.544434
	Iteration 25Q: 3 clusters Score -5551984 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -5552070.000000 Penalty: 5157.544434
	Iteration 26Q: 3 clusters Score -5552070 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -5552133.000000 Penalty: 5157.544434
	Iteration 27Q: 3 clusters Score -5552133 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -5552219.000000 Penalty: 5157.544434
	Iteration 28Q: 3 clusters Score -5552219 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -5552266.500000 Penalty: 5157.544434
	Iteration 29Q: 3 clusters Score -5552266 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -5552330.500000 Penalty: 5157.544434
	Iteration 30Q: 3 clusters Score -5552330 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -5552408.500000 Penalty: 5157.544434
	Iteration 31Q: 3 clusters Score -5552408 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -5552471.000000 Penalty: 5157.544434
	Iteration 32Q: 3 clusters Score -5552471 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -5552576.500000 Penalty: 5157.544434
	Iteration 33Q: 3 clusters Score -5552576 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -5552642.000000 Penalty: 5157.544434
	Iteration 34Q: 3 clusters Score -5552642 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -5552710.000000 Penalty: 5157.544434
	Iteration 35Q: 3 clusters Score -5552710 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -5552759.500000 Penalty: 5157.544434
	Iteration 36Q: 3 clusters Score -5552760 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -5552876.000000 Penalty: 5157.544434
	Iteration 37Q: 3 clusters Score -5552876 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -5552991.500000 Penalty: 5157.544434
	Iteration 38Q: 3 clusters Score -5552992 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -5553129.500000 Penalty: 5157.544434
	Iteration 39Q: 3 clusters Score -5553130 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -5553229.000000 Penalty: 5157.544434
	Iteration 40F: 3 clusters Score -5553229 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -5553330.000000 Penalty: 5157.544434
	Iteration 41Q: 3 clusters Score -5553330 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -5553435.000000 Penalty: 5157.544434
	Iteration 42Q: 3 clusters Score -5553435 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -5553563.000000 Penalty: 5157.544434
	Iteration 43Q: 3 clusters Score -5553563 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -5553683.000000 Penalty: 5157.544434
	Iteration 44Q: 3 clusters Score -5553683 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -5553822.000000 Penalty: 5157.544434
	Iteration 45Q: 3 clusters Score -5553822 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -5553928.500000 Penalty: 5157.544434
	Iteration 46Q: 3 clusters Score -5553928 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -5554028.500000 Penalty: 5157.544434
	Iteration 47Q: 3 clusters Score -5554028 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -5554151.500000 Penalty: 5157.544434
	Iteration 48Q: 3 clusters Score -5554152 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -5554267.500000 Penalty: 5157.544434
	Iteration 49Q: 3 clusters Score -5554268 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5554362.000000 Penalty: 5157.544434
	Iteration 50Q: 3 clusters Score -5554362 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -5554448.500000 Penalty: 5157.544434
	Iteration 51Q: 3 clusters Score -5554448 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5554531.500000 Penalty: 5157.544434
	Iteration 52Q: 3 clusters Score -5554532 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5554593.500000 Penalty: 5157.544434
	Iteration 53Q: 3 clusters Score -5554594 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5554654.500000 Penalty: 5157.544434
	Iteration 54Q: 3 clusters Score -5554654 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5554698.000000 Penalty: 5157.544434
	Iteration 55Q: 3 clusters Score -5554698 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5554736.000000 Penalty: 5157.544434
	Iteration 56Q: 3 clusters Score -5554736 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5554788.000000 Penalty: 5157.544434
	Iteration 57Q: 3 clusters Score -5554788 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5554798.500000 Penalty: 5157.544434
	Iteration 58Q: 3 clusters Score -5554798 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5554809.500000 Penalty: 5157.544434
	Iteration 59Q: 3 clusters Score -5554810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5554835.500000 Penalty: 5157.544434
	Iteration 60F: 3 clusters Score -5554836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5554850.000000 Penalty: 5157.544434
	Iteration 61Q: 3 clusters Score -5554850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5554869.500000 Penalty: 5157.544434
	Iteration 62Q: 3 clusters Score -5554870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5554887.500000 Penalty: 5157.544434
	Iteration 63Q: 3 clusters Score -5554888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5554907.500000 Penalty: 5157.544434
	Iteration 64Q: 3 clusters Score -5554908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5554942.500000 Penalty: 5157.544434
	Iteration 65Q: 3 clusters Score -5554942 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5554999.500000 Penalty: 5157.544434
	Iteration 66Q: 3 clusters Score -5555000 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5555020.500000 Penalty: 5157.544434
	Iteration 67Q: 3 clusters Score -5555020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5555024.000000 Penalty: 5157.544434
	Iteration 68Q: 3 clusters Score -5555024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5555047.000000 Penalty: 5157.544434
	Iteration 69Q: 3 clusters Score -5555047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5555062.500000 Penalty: 5157.544434
	Iteration 70Q: 3 clusters Score -5555062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5555090.500000 Penalty: 5157.544434
	Iteration 71Q: 3 clusters Score -5555090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5555094.000000 Penalty: 5157.544434
	Iteration 72Q: 3 clusters Score -5555094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5555112.500000 Penalty: 5157.544434
	Iteration 73Q: 3 clusters Score -5555112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5555125.000000 Penalty: 5157.544434
	Iteration 74Q: 3 clusters Score -5555125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5555143.500000 Penalty: 5157.544434
	Iteration 75Q: 3 clusters Score -5555144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5555173.500000 Penalty: 5157.544434
	Iteration 76Q: 3 clusters Score -5555174 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5555221.500000 Penalty: 5157.544434
	Iteration 77Q: 3 clusters Score -5555222 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5555261.500000 Penalty: 5157.544434
	Iteration 78Q: 3 clusters Score -5555262 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5555330.500000 Penalty: 5157.544434
	Iteration 79Q: 3 clusters Score -5555330 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5555449.500000 Penalty: 5157.544434
	Iteration 80F: 3 clusters Score -5555450 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5555605.000000 Penalty: 5157.544434
	Iteration 81Q: 3 clusters Score -5555605 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5555691.500000 Penalty: 5157.544434
	Iteration 82Q: 3 clusters Score -5555692 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5555743.000000 Penalty: 5157.544434
	Iteration 83Q: 3 clusters Score -5555743 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5555781.000000 Penalty: 5157.544434
	Iteration 84Q: 3 clusters Score -5555781 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5555813.000000 Penalty: 5157.544434
	Iteration 85Q: 3 clusters Score -5555813 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5555852.500000 Penalty: 5157.544434
	Iteration 86Q: 3 clusters Score -5555852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5555882.000000 Penalty: 5157.544434
	Iteration 87Q: 3 clusters Score -5555882 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5555912.000000 Penalty: 5157.544434
	Iteration 88Q: 3 clusters Score -5555912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5555923.000000 Penalty: 5157.544434
	Iteration 89Q: 3 clusters Score -5555923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5555945.500000 Penalty: 5157.544434
	Iteration 90Q: 3 clusters Score -5555946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5555951.000000 Penalty: 5157.544434
	Iteration 91Q: 3 clusters Score -5555951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5555961.000000 Penalty: 5157.544434
	Iteration 92Q: 3 clusters Score -5555961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5555955.500000 Penalty: 5157.544434
	Iteration 93Q: 3 clusters Score -5555956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5555968.500000 Penalty: 5157.544434
	Iteration 94Q: 3 clusters Score -5555968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5555960.000000 Penalty: 5157.544434
	Iteration 95Q: 3 clusters Score -5555960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5555966.000000 Penalty: 5157.544434
	Iteration 96Q: 3 clusters Score -5555966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5555973.500000 Penalty: 5157.544434
	Iteration 97Q: 3 clusters Score -5555974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5555969.000000 Penalty: 5157.544434
	Iteration 98Q: 3 clusters Score -5555969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5555973.000000 Penalty: 5157.544434
	Iteration 99Q: 3 clusters Score -5555973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5555976.500000 Penalty: 5157.544434
	Iteration 100F: 3 clusters Score -5555976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5555979.500000 Penalty: 5157.544434
	Iteration 101Q: 3 clusters Score -5555980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5555986.500000 Penalty: 5157.544434
	Iteration 102Q: 3 clusters Score -5555986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5555992.500000 Penalty: 5157.544434
	Iteration 103Q: 3 clusters Score -5555992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5556000.500000 Penalty: 5157.544434
	Iteration 104Q: 3 clusters Score -5556000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5555991.000000 Penalty: 5157.544434
	Iteration 105Q: 3 clusters Score -5555991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5555999.000000 Penalty: 5157.544434
	Iteration 106Q: 3 clusters Score -5555999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5556001.000000 Penalty: 5157.544434
	Iteration 107Q: 3 clusters Score -5556001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5556011.500000 Penalty: 5157.544434
	Iteration 108Q: 3 clusters Score -5556012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5556004.000000 Penalty: 5157.544434
	Iteration 109Q: 3 clusters Score -5556004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5556019.500000 Penalty: 5157.544434
	Iteration 110Q: 3 clusters Score -5556020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5556021.000000 Penalty: 5157.544434
	Iteration 111Q: 3 clusters Score -5556021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5556020.500000 Penalty: 5157.544434
	Iteration 112Q: 3 clusters Score -5556020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5556019.000000 Penalty: 5157.544434
	Iteration 113Q: 3 clusters Score -5556019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5556022.000000 Penalty: 5157.544434
	Iteration 114Q: 3 clusters Score -5556022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5556021.500000 Penalty: 5157.544434
	Iteration 115Q: 3 clusters Score -5556022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5556026.500000 Penalty: 5157.544434
	Iteration 116Q: 3 clusters Score -5556026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5556024.000000 Penalty: 5157.544434
	Iteration 117Q: 3 clusters Score -5556024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5556021.500000 Penalty: 5157.544434
	Iteration 118Q: 3 clusters Score -5556022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5556026.000000 Penalty: 5157.544434
	Iteration 119Q: 3 clusters Score -5556026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5556026.500000 Penalty: 5157.544434
	Iteration 120F: 3 clusters Score -5556026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5556028.500000 Penalty: 5157.544434
	Iteration 121Q: 3 clusters Score -5556028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5556031.000000 Penalty: 5157.544434
	Iteration 122Q: 3 clusters Score -5556031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5556036.500000 Penalty: 5157.544434
	Iteration 123Q: 3 clusters Score -5556036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5556039.500000 Penalty: 5157.544434
	Iteration 124Q: 3 clusters Score -5556040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5556043.500000 Penalty: 5157.544434
	Iteration 125Q: 3 clusters Score -5556044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5556043.000000 Penalty: 5157.544434
	Iteration 126Q: 3 clusters Score -5556043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5556047.500000 Penalty: 5157.544434
	Iteration 127Q: 3 clusters Score -5556048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5556044.500000 Penalty: 5157.544434
	Iteration 128Q: 3 clusters Score -5556044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5556051.500000 Penalty: 5157.544434
	Iteration 129Q: 3 clusters Score -5556052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5556055.000000 Penalty: 5157.544434
	Iteration 130Q: 3 clusters Score -5556055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5556040.000000 Penalty: 5157.544434
	Iteration 131Q: 3 clusters Score -5556040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5556042.000000 Penalty: 5157.544434
	Iteration 132Q: 3 clusters Score -5556042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5556043.500000 Penalty: 5157.544434
	Iteration 133Q: 3 clusters Score -5556044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5556054.000000 Penalty: 5157.544434
	Iteration 134Q: 3 clusters Score -5556054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5556054.000000 Penalty: 5157.544434
	Iteration 135F: 3 clusters Score -5556054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Entering Unmasked Estep 
Score: -747128.437500 Penalty: 2083.697754
	Iteration 0F: 2 clusters Score -747128.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -742953.125000 Penalty: 4167.395508
	Iteration 0F: 3 clusters Score -742953.1 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -743947.937500 Penalty: 4167.395508
	Iteration 1F: 3 clusters Score -743947.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -744245.562500 Penalty: 4167.395508
	Iteration 2F: 3 clusters Score -744245.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -744518.625000 Penalty: 4167.395508
	Iteration 3F: 3 clusters Score -744518.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -744811.500000 Penalty: 4167.395508
	Iteration 4F: 3 clusters Score -744811.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -745108.500000 Penalty: 4167.395508
	Iteration 5F: 3 clusters Score -745108.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -745339.250000 Penalty: 4167.395508
	Iteration 6F: 3 clusters Score -745339.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -745519.375000 Penalty: 4167.395508
	Iteration 7Q: 3 clusters Score -745519.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -745660.125000 Penalty: 4167.395508
	Iteration 8Q: 3 clusters Score -745660.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -745766.687500 Penalty: 4167.395508
	Iteration 9Q: 3 clusters Score -745766.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -745842.187500 Penalty: 4167.395508
	Iteration 10Q: 3 clusters Score -745842.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -745888.500000 Penalty: 4167.395508
	Iteration 11Q: 3 clusters Score -745888.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -745916.375000 Penalty: 4167.395508
	Iteration 12Q: 3 clusters Score -745916.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -745940.562500 Penalty: 4167.395508
	Iteration 13Q: 3 clusters Score -745940.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -745955.875000 Penalty: 4167.395508
	Iteration 14Q: 3 clusters Score -745955.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -745967.750000 Penalty: 4167.395508
	Iteration 15Q: 3 clusters Score -745967.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -745976.125000 Penalty: 4167.395508
	Iteration 16Q: 3 clusters Score -745976.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -745987.187500 Penalty: 4167.395508
	Iteration 17Q: 3 clusters Score -745987.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -745997.000000 Penalty: 4167.395508
	Iteration 18Q: 3 clusters Score -745997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -746002.562500 Penalty: 4167.395508
	Iteration 19Q: 3 clusters Score -746002.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -746004.937500 Penalty: 4167.395508
	Iteration 20F: 3 clusters Score -746004.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -746011.562500 Penalty: 4167.395508
	Iteration 21Q: 3 clusters Score -746011.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -746017.187500 Penalty: 4167.395508
	Iteration 22Q: 3 clusters Score -746017.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -746021.125000 Penalty: 4167.395508
	Iteration 23Q: 3 clusters Score -746021.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -746021.937500 Penalty: 4167.395508
	Iteration 24Q: 3 clusters Score -746021.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -746025.125000 Penalty: 4167.395508
	Iteration 25Q: 3 clusters Score -746025.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -746025.375000 Penalty: 4167.395508
	Iteration 26Q: 3 clusters Score -746025.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -746026.187500 Penalty: 4167.395508
	Iteration 27Q: 3 clusters Score -746026.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -746026.625000 Penalty: 4167.395508
	Iteration 28Q: 3 clusters Score -746026.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -746026.625000 Penalty: 4167.395508
	Iteration 29F: 3 clusters Score -746026.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Entering Unmasked Estep 
Score: -379102.218750 Penalty: 1919.468994
	Iteration 0F: 2 clusters Score -379102.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -376308.250000 Penalty: 3838.937988
	Iteration 0F: 3 clusters Score -376308.2 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -376872.781250 Penalty: 3838.937988
	Iteration 1F: 3 clusters Score -376872.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -377046.312500 Penalty: 3838.937988
	Iteration 2F: 3 clusters Score -377046.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -377156.718750 Penalty: 3838.937988
	Iteration 3F: 3 clusters Score -377156.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -377225.500000 Penalty: 3838.937988
	Iteration 4Q: 3 clusters Score -377225.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -377284.718750 Penalty: 3838.937988
	Iteration 5Q: 3 clusters Score -377284.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -377334.656250 Penalty: 3838.937988
	Iteration 6Q: 3 clusters Score -377334.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -377378.406250 Penalty: 3838.937988
	Iteration 7Q: 3 clusters Score -377378.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -377410.031250 Penalty: 3838.937988
	Iteration 8Q: 3 clusters Score -377410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -377433.406250 Penalty: 3838.937988
	Iteration 9Q: 3 clusters Score -377433.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -377454.531250 Penalty: 3838.937988
	Iteration 10Q: 3 clusters Score -377454.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -377484.593750 Penalty: 3838.937988
	Iteration 11Q: 3 clusters Score -377484.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -377534.218750 Penalty: 3838.937988
	Iteration 12Q: 3 clusters Score -377534.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -377609.375000 Penalty: 3838.937988
	Iteration 13Q: 3 clusters Score -377609.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -377708.218750 Penalty: 3838.937988
	Iteration 14Q: 3 clusters Score -377708.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -377836.281250 Penalty: 3838.937988
	Iteration 15Q: 3 clusters Score -377836.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -378005.437500 Penalty: 3838.937988
	Iteration 16Q: 3 clusters Score -378005.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -378281.781250 Penalty: 3838.937988
	Iteration 17Q: 3 clusters Score -378281.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -378610.562500 Penalty: 3838.937988
	Iteration 18Q: 3 clusters Score -378610.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -379444.750000 Penalty: 3838.937988
	Iteration 19F: 3 clusters Score -379444.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -380173.812500 Penalty: 3838.937988
	Iteration 20F: 3 clusters Score -380173.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -380333.625000 Penalty: 3838.937988
	Iteration 21Q: 3 clusters Score -380333.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -380348.843750 Penalty: 3838.937988
	Iteration 22Q: 3 clusters Score -380348.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -380349.968750 Penalty: 3838.937988
	Iteration 23Q: 3 clusters Score -380350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -380352.312500 Penalty: 3838.937988
	Iteration 24Q: 3 clusters Score -380352.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -380352.312500 Penalty: 3838.937988
	Iteration 25F: 3 clusters Score -380352.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 10711 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 12036 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 54812 members 
Mstep: Class 15 contains 11105 members 
Mstep: Class 16 contains 69986 members 
Mstep: Class 17 contains 61966 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12129 members 
Mstep: Class 22 contains 51882 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74225 members 
Mstep: Class 31 contains 25428 members 
Mstep: Class 32 contains 34390 members 
Mstep: Class 33 contains 25988 members 
Mstep: Class 34 contains 32803 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 1383 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16771 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44078 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15654 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 11568 members 
Mstep: Class 47 contains 915 members 
Entering Unmasked Estep 
Score: -115039440.000000 Penalty: 156896.109375
Splitting cluster 36 changes total score from -115039576.000000 to -115039440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (4288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Entering Unmasked Estep 
Score: -696021.500000 Penalty: 2074.166748
	Iteration 0F: 2 clusters Score -696021.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -691965.562500 Penalty: 4148.333496
	Iteration 0F: 3 clusters Score -691965.6 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -692925.687500 Penalty: 4148.333496
	Iteration 1F: 3 clusters Score -692925.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -693226.687500 Penalty: 4148.333496
	Iteration 2F: 3 clusters Score -693226.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -693520.250000 Penalty: 4148.333496
	Iteration 3F: 3 clusters Score -693520.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -693763.250000 Penalty: 4148.333496
	Iteration 4F: 3 clusters Score -693763.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -693930.625000 Penalty: 4148.333496
	Iteration 5Q: 3 clusters Score -693930.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -694050.375000 Penalty: 4148.333496
	Iteration 6Q: 3 clusters Score -694050.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -694131.562500 Penalty: 4148.333496
	Iteration 7Q: 3 clusters Score -694131.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -694190.062500 Penalty: 4148.333496
	Iteration 8Q: 3 clusters Score -694190.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -694246.062500 Penalty: 4148.333496
	Iteration 9Q: 3 clusters Score -694246.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -694289.062500 Penalty: 4148.333496
	Iteration 10Q: 3 clusters Score -694289.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -694333.125000 Penalty: 4148.333496
	Iteration 11Q: 3 clusters Score -694333.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -694371.000000 Penalty: 4148.333496
	Iteration 12Q: 3 clusters Score -694371 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -694407.750000 Penalty: 4148.333496
	Iteration 13Q: 3 clusters Score -694407.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -694441.125000 Penalty: 4148.333496
	Iteration 14Q: 3 clusters Score -694441.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -694466.687500 Penalty: 4148.333496
	Iteration 15Q: 3 clusters Score -694466.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -694484.937500 Penalty: 4148.333496
	Iteration 16Q: 3 clusters Score -694484.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -694501.812500 Penalty: 4148.333496
	Iteration 17Q: 3 clusters Score -694501.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -694512.437500 Penalty: 4148.333496
	Iteration 18Q: 3 clusters Score -694512.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -694520.312500 Penalty: 4148.333496
	Iteration 19Q: 3 clusters Score -694520.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -694524.562500 Penalty: 4148.333496
	Iteration 20F: 3 clusters Score -694524.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -694529.937500 Penalty: 4148.333496
	Iteration 21Q: 3 clusters Score -694529.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -694530.187500 Penalty: 4148.333496
	Iteration 22Q: 3 clusters Score -694530.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -694531.687500 Penalty: 4148.333496
	Iteration 23Q: 3 clusters Score -694531.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -694531.687500 Penalty: 4148.333496
	Iteration 24Q: 3 clusters Score -694531.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -694532.562500 Penalty: 4148.333496
	Iteration 25Q: 3 clusters Score -694532.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -694532.625000 Penalty: 4148.333496
	Iteration 26Q: 3 clusters Score -694532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -694533.187500 Penalty: 4148.333496
	Iteration 27Q: 3 clusters Score -694533.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -694534.375000 Penalty: 4148.333496
	Iteration 28Q: 3 clusters Score -694534.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -694536.875000 Penalty: 4148.333496
	Iteration 29Q: 3 clusters Score -694536.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -694538.250000 Penalty: 4148.333496
	Iteration 30Q: 3 clusters Score -694538.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -694538.312500 Penalty: 4148.333496
	Iteration 31Q: 3 clusters Score -694538.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -694542.750000 Penalty: 4148.333496
	Iteration 32Q: 3 clusters Score -694542.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -694549.125000 Penalty: 4148.333496
	Iteration 33Q: 3 clusters Score -694549.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -694554.375000 Penalty: 4148.333496
	Iteration 34Q: 3 clusters Score -694554.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -694560.125000 Penalty: 4148.333496
	Iteration 35Q: 3 clusters Score -694560.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -694568.437500 Penalty: 4148.333496
	Iteration 36Q: 3 clusters Score -694568.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -694575.187500 Penalty: 4148.333496
	Iteration 37Q: 3 clusters Score -694575.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -694581.250000 Penalty: 4148.333496
	Iteration 38Q: 3 clusters Score -694581.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -694590.062500 Penalty: 4148.333496
	Iteration 39Q: 3 clusters Score -694590.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -694599.500000 Penalty: 4148.333496
	Iteration 40F: 3 clusters Score -694599.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -694606.062500 Penalty: 4148.333496
	Iteration 41Q: 3 clusters Score -694606.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -694614.500000 Penalty: 4148.333496
	Iteration 42Q: 3 clusters Score -694614.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -694621.187500 Penalty: 4148.333496
	Iteration 43Q: 3 clusters Score -694621.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -694628.750000 Penalty: 4148.333496
	Iteration 44Q: 3 clusters Score -694628.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -694631.437500 Penalty: 4148.333496
	Iteration 45Q: 3 clusters Score -694631.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -694635.062500 Penalty: 4148.333496
	Iteration 46Q: 3 clusters Score -694635.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -694639.937500 Penalty: 4148.333496
	Iteration 47Q: 3 clusters Score -694639.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -694644.937500 Penalty: 4148.333496
	Iteration 48Q: 3 clusters Score -694644.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -694648.000000 Penalty: 4148.333496
	Iteration 49Q: 3 clusters Score -694648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -694654.875000 Penalty: 4148.333496
	Iteration 50Q: 3 clusters Score -694654.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -694659.250000 Penalty: 4148.333496
	Iteration 51Q: 3 clusters Score -694659.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -694663.250000 Penalty: 4148.333496
	Iteration 52Q: 3 clusters Score -694663.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -694665.250000 Penalty: 4148.333496
	Iteration 53Q: 3 clusters Score -694665.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -694669.687500 Penalty: 4148.333496
	Iteration 54Q: 3 clusters Score -694669.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -694673.437500 Penalty: 4148.333496
	Iteration 55Q: 3 clusters Score -694673.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -694675.312500 Penalty: 4148.333496
	Iteration 56Q: 3 clusters Score -694675.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -694675.000000 Penalty: 4148.333496
	Iteration 57Q: 3 clusters Score -694675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -694677.125000 Penalty: 4148.333496
	Iteration 58Q: 3 clusters Score -694677.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -694676.437500 Penalty: 4148.333496
	Iteration 59Q: 3 clusters Score -694676.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -694676.437500 Penalty: 4148.333496
	Iteration 60F: 3 clusters Score -694676.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -86433.140625 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -86433.14 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 274 members 
Entering Unmasked Estep 
Score: -84879.398438 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -84879.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -85081.187500 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -85081.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -85158.265625 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -85158.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -85202.890625 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -85202.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -85226.289062 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -85226.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85248.601562 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -85248.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -85262.695312 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -85262.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -85269.343750 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -85269.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -85283.453125 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -85283.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -85288.539062 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -85288.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -85292.703125 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -85292.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85293.164062 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -85293.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85293.164062 Penalty: 3126.099121
	Iteration 12F: 3 clusters Score -85293.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Entering Unmasked Estep 
Score: -1325779.625000 Penalty: 2228.452637
	Iteration 0F: 2 clusters Score -1325780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1319427.625000 Penalty: 4456.905273
	Iteration 0F: 3 clusters Score -1319428 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1321250.250000 Penalty: 4456.905273
	Iteration 1F: 3 clusters Score -1321250 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1321737.125000 Penalty: 4456.905273
	Iteration 2F: 3 clusters Score -1321737 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1322203.375000 Penalty: 4456.905273
	Iteration 3F: 3 clusters Score -1322203 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1322608.375000 Penalty: 4456.905273
	Iteration 4F: 3 clusters Score -1322608 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1322928.750000 Penalty: 4456.905273
	Iteration 5F: 3 clusters Score -1322929 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1323151.375000 Penalty: 4456.905273
	Iteration 6Q: 3 clusters Score -1323151 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1323306.500000 Penalty: 4456.905273
	Iteration 7Q: 3 clusters Score -1323306 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1323418.750000 Penalty: 4456.905273
	Iteration 8Q: 3 clusters Score -1323419 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1323495.625000 Penalty: 4456.905273
	Iteration 9Q: 3 clusters Score -1323496 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1323564.750000 Penalty: 4456.905273
	Iteration 10Q: 3 clusters Score -1323565 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1323626.125000 Penalty: 4456.905273
	Iteration 11Q: 3 clusters Score -1323626 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1323688.750000 Penalty: 4456.905273
	Iteration 12Q: 3 clusters Score -1323689 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1323745.375000 Penalty: 4456.905273
	Iteration 13Q: 3 clusters Score -1323745 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1323789.625000 Penalty: 4456.905273
	Iteration 14Q: 3 clusters Score -1323790 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1323843.250000 Penalty: 4456.905273
	Iteration 15Q: 3 clusters Score -1323843 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1323879.625000 Penalty: 4456.905273
	Iteration 16Q: 3 clusters Score -1323880 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1323921.000000 Penalty: 4456.905273
	Iteration 17Q: 3 clusters Score -1323921 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1323950.250000 Penalty: 4456.905273
	Iteration 18Q: 3 clusters Score -1323950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1323990.750000 Penalty: 4456.905273
	Iteration 19Q: 3 clusters Score -1323991 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1324020.375000 Penalty: 4456.905273
	Iteration 20F: 3 clusters Score -1324020 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1324066.125000 Penalty: 4456.905273
	Iteration 21Q: 3 clusters Score -1324066 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1324112.500000 Penalty: 4456.905273
	Iteration 22Q: 3 clusters Score -1324112 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1324156.625000 Penalty: 4456.905273
	Iteration 23Q: 3 clusters Score -1324157 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1324211.500000 Penalty: 4456.905273
	Iteration 24Q: 3 clusters Score -1324212 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1324269.375000 Penalty: 4456.905273
	Iteration 25Q: 3 clusters Score -1324269 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1324364.750000 Penalty: 4456.905273
	Iteration 26Q: 3 clusters Score -1324365 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1324494.375000 Penalty: 4456.905273
	Iteration 27Q: 3 clusters Score -1324494 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1324648.500000 Penalty: 4456.905273
	Iteration 28Q: 3 clusters Score -1324648 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1324801.625000 Penalty: 4456.905273
	Iteration 29Q: 3 clusters Score -1324802 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1324979.500000 Penalty: 4456.905273
	Iteration 30Q: 3 clusters Score -1324980 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1325213.625000 Penalty: 4456.905273
	Iteration 31Q: 3 clusters Score -1325214 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1325467.250000 Penalty: 4456.905273
	Iteration 32Q: 3 clusters Score -1325467 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1325642.375000 Penalty: 4456.905273
	Iteration 33Q: 3 clusters Score -1325642 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1325722.625000 Penalty: 4456.905273
	Iteration 34Q: 3 clusters Score -1325723 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1325750.250000 Penalty: 4456.905273
	Iteration 35Q: 3 clusters Score -1325750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1325761.250000 Penalty: 4456.905273
	Iteration 36Q: 3 clusters Score -1325761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1325761.750000 Penalty: 4456.905273
	Iteration 37Q: 3 clusters Score -1325762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1325763.750000 Penalty: 4456.905273
	Iteration 38Q: 3 clusters Score -1325764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1325765.500000 Penalty: 4456.905273
	Iteration 39Q: 3 clusters Score -1325766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1325773.000000 Penalty: 4456.905273
	Iteration 40F: 3 clusters Score -1325773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1325774.000000 Penalty: 4456.905273
	Iteration 41Q: 3 clusters Score -1325774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1325773.125000 Penalty: 4456.905273
	Iteration 42Q: 3 clusters Score -1325773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1325773.125000 Penalty: 4456.905273
	Iteration 43F: 3 clusters Score -1325773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (16771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Entering Unmasked Estep 
Score: -2832063.000000 Penalty: 2412.396729
	Iteration 0F: 2 clusters Score -2832063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2820093.250000 Penalty: 4824.793457
	Iteration 0F: 3 clusters Score -2820093 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2823993.750000 Penalty: 4824.793457
	Iteration 1F: 3 clusters Score -2823994 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2824387.500000 Penalty: 4824.793457
	Iteration 2F: 3 clusters Score -2824388 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2824770.000000 Penalty: 4824.793457
	Iteration 3F: 3 clusters Score -2824770 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2825151.250000 Penalty: 4824.793457
	Iteration 4Q: 3 clusters Score -2825151 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2825595.750000 Penalty: 4824.793457
	Iteration 5F: 3 clusters Score -2825596 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2826126.750000 Penalty: 4824.793457
	Iteration 6F: 3 clusters Score -2826127 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2826707.500000 Penalty: 4824.793457
	Iteration 7F: 3 clusters Score -2826708 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2827330.500000 Penalty: 4824.793457
	Iteration 8F: 3 clusters Score -2827330 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2827959.500000 Penalty: 4824.793457
	Iteration 9F: 3 clusters Score -2827960 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2828517.250000 Penalty: 4824.793457
	Iteration 10Q: 3 clusters Score -2828517 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2829003.000000 Penalty: 4824.793457
	Iteration 11Q: 3 clusters Score -2829003 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2829385.000000 Penalty: 4824.793457
	Iteration 12Q: 3 clusters Score -2829385 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2829762.250000 Penalty: 4824.793457
	Iteration 13Q: 3 clusters Score -2829762 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2830172.250000 Penalty: 4824.793457
	Iteration 14Q: 3 clusters Score -2830172 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2830503.500000 Penalty: 4824.793457
	Iteration 15Q: 3 clusters Score -2830504 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2830751.000000 Penalty: 4824.793457
	Iteration 16Q: 3 clusters Score -2830751 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2830901.250000 Penalty: 4824.793457
	Iteration 17Q: 3 clusters Score -2830901 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2830998.500000 Penalty: 4824.793457
	Iteration 18Q: 3 clusters Score -2830998 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2831056.250000 Penalty: 4824.793457
	Iteration 19Q: 3 clusters Score -2831056 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2831087.000000 Penalty: 4824.793457
	Iteration 20F: 3 clusters Score -2831087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2831113.500000 Penalty: 4824.793457
	Iteration 21Q: 3 clusters Score -2831114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2831128.000000 Penalty: 4824.793457
	Iteration 22Q: 3 clusters Score -2831128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2831133.750000 Penalty: 4824.793457
	Iteration 23Q: 3 clusters Score -2831134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2831138.000000 Penalty: 4824.793457
	Iteration 24Q: 3 clusters Score -2831138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2831136.250000 Penalty: 4824.793457
	Iteration 25Q: 3 clusters Score -2831136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2831140.000000 Penalty: 4824.793457
	Iteration 26Q: 3 clusters Score -2831140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2831140.000000 Penalty: 4824.793457
	Iteration 27F: 3 clusters Score -2831140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Entering Unmasked Estep 
Score: -1299846.750000 Penalty: 2214.171387
	Iteration 0F: 2 clusters Score -1299847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1293693.125000 Penalty: 4428.342773
	Iteration 0F: 3 clusters Score -1293693 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1295412.000000 Penalty: 4428.342773
	Iteration 1F: 3 clusters Score -1295412 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1295720.500000 Penalty: 4428.342773
	Iteration 2F: 3 clusters Score -1295720 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1295934.500000 Penalty: 4428.342773
	Iteration 3F: 3 clusters Score -1295934 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1296135.125000 Penalty: 4428.342773
	Iteration 4Q: 3 clusters Score -1296135 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1296319.625000 Penalty: 4428.342773
	Iteration 5Q: 3 clusters Score -1296320 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1296509.875000 Penalty: 4428.342773
	Iteration 6Q: 3 clusters Score -1296510 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1296702.875000 Penalty: 4428.342773
	Iteration 7Q: 3 clusters Score -1296703 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1296871.250000 Penalty: 4428.342773
	Iteration 8Q: 3 clusters Score -1296871 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1297038.750000 Penalty: 4428.342773
	Iteration 9Q: 3 clusters Score -1297039 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1297160.875000 Penalty: 4428.342773
	Iteration 10Q: 3 clusters Score -1297161 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1297238.125000 Penalty: 4428.342773
	Iteration 11Q: 3 clusters Score -1297238 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1297301.875000 Penalty: 4428.342773
	Iteration 12Q: 3 clusters Score -1297302 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1297341.625000 Penalty: 4428.342773
	Iteration 13Q: 3 clusters Score -1297342 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1297378.250000 Penalty: 4428.342773
	Iteration 14Q: 3 clusters Score -1297378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1297407.125000 Penalty: 4428.342773
	Iteration 15Q: 3 clusters Score -1297407 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1297430.250000 Penalty: 4428.342773
	Iteration 16Q: 3 clusters Score -1297430 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1297449.500000 Penalty: 4428.342773
	Iteration 17Q: 3 clusters Score -1297450 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1297460.750000 Penalty: 4428.342773
	Iteration 18Q: 3 clusters Score -1297461 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1297475.375000 Penalty: 4428.342773
	Iteration 19Q: 3 clusters Score -1297475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1297482.875000 Penalty: 4428.342773
	Iteration 20F: 3 clusters Score -1297483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1297489.750000 Penalty: 4428.342773
	Iteration 21Q: 3 clusters Score -1297490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1297495.125000 Penalty: 4428.342773
	Iteration 22Q: 3 clusters Score -1297495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1297502.250000 Penalty: 4428.342773
	Iteration 23Q: 3 clusters Score -1297502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1297510.750000 Penalty: 4428.342773
	Iteration 24Q: 3 clusters Score -1297511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1297516.000000 Penalty: 4428.342773
	Iteration 25Q: 3 clusters Score -1297516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1297515.625000 Penalty: 4428.342773
	Iteration 26Q: 3 clusters Score -1297516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1297519.125000 Penalty: 4428.342773
	Iteration 27Q: 3 clusters Score -1297519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1297519.500000 Penalty: 4428.342773
	Iteration 28Q: 3 clusters Score -1297520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1297523.375000 Penalty: 4428.342773
	Iteration 29Q: 3 clusters Score -1297523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1297523.625000 Penalty: 4428.342773
	Iteration 30Q: 3 clusters Score -1297524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1297525.875000 Penalty: 4428.342773
	Iteration 31Q: 3 clusters Score -1297526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1297530.875000 Penalty: 4428.342773
	Iteration 32Q: 3 clusters Score -1297531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1297528.000000 Penalty: 4428.342773
	Iteration 33Q: 3 clusters Score -1297528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1297531.750000 Penalty: 4428.342773
	Iteration 34Q: 3 clusters Score -1297532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1297531.375000 Penalty: 4428.342773
	Iteration 35Q: 3 clusters Score -1297531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1297531.375000 Penalty: 4428.342773
	Iteration 36F: 3 clusters Score -1297531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (44078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Entering Unmasked Estep 
Score: -7138737.000000 Penalty: 2652.041504
	Iteration 0F: 2 clusters Score -7138737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -7109180.500000 Penalty: 5304.083008
	Iteration 0F: 3 clusters Score -7109180 nChanged 20187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -7120664.000000 Penalty: 5304.083008
	Iteration 1F: 3 clusters Score -7120664 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -7121746.500000 Penalty: 5304.083008
	Iteration 2F: 3 clusters Score -7121746 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -7123179.500000 Penalty: 5304.083008
	Iteration 3F: 3 clusters Score -7123180 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -7124838.000000 Penalty: 5304.083008
	Iteration 4F: 3 clusters Score -7124838 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -7126713.500000 Penalty: 5304.083008
	Iteration 5F: 3 clusters Score -7126714 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -7128437.000000 Penalty: 5304.083008
	Iteration 6F: 3 clusters Score -7128437 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -7129774.500000 Penalty: 5304.083008
	Iteration 7F: 3 clusters Score -7129774 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -7130882.500000 Penalty: 5304.083008
	Iteration 8Q: 3 clusters Score -7130882 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -7131479.500000 Penalty: 5304.083008
	Iteration 9Q: 3 clusters Score -7131480 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -7131884.500000 Penalty: 5304.083008
	Iteration 10Q: 3 clusters Score -7131884 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -7132126.000000 Penalty: 5304.083008
	Iteration 11Q: 3 clusters Score -7132126 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -7132285.500000 Penalty: 5304.083008
	Iteration 12Q: 3 clusters Score -7132286 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -7132403.500000 Penalty: 5304.083008
	Iteration 13Q: 3 clusters Score -7132404 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -7132506.500000 Penalty: 5304.083008
	Iteration 14Q: 3 clusters Score -7132506 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -7132648.000000 Penalty: 5304.083008
	Iteration 15Q: 3 clusters Score -7132648 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -7132754.000000 Penalty: 5304.083008
	Iteration 16Q: 3 clusters Score -7132754 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -7132844.000000 Penalty: 5304.083008
	Iteration 17Q: 3 clusters Score -7132844 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -7132942.000000 Penalty: 5304.083008
	Iteration 18Q: 3 clusters Score -7132942 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -7133063.500000 Penalty: 5304.083008
	Iteration 19Q: 3 clusters Score -7133064 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -7133168.500000 Penalty: 5304.083008
	Iteration 20F: 3 clusters Score -7133168 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -7133278.500000 Penalty: 5304.083008
	Iteration 21Q: 3 clusters Score -7133278 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -7133407.500000 Penalty: 5304.083008
	Iteration 22Q: 3 clusters Score -7133408 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -7133498.000000 Penalty: 5304.083008
	Iteration 23Q: 3 clusters Score -7133498 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -7133640.000000 Penalty: 5304.083008
	Iteration 24Q: 3 clusters Score -7133640 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -7133727.000000 Penalty: 5304.083008
	Iteration 25Q: 3 clusters Score -7133727 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -7133850.500000 Penalty: 5304.083008
	Iteration 26Q: 3 clusters Score -7133850 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -7133916.000000 Penalty: 5304.083008
	Iteration 27Q: 3 clusters Score -7133916 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -7134026.500000 Penalty: 5304.083008
	Iteration 28Q: 3 clusters Score -7134026 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -7134108.000000 Penalty: 5304.083008
	Iteration 29Q: 3 clusters Score -7134108 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -7134147.000000 Penalty: 5304.083008
	Iteration 30Q: 3 clusters Score -7134147 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -7134176.000000 Penalty: 5304.083008
	Iteration 31Q: 3 clusters Score -7134176 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -7134194.500000 Penalty: 5304.083008
	Iteration 32Q: 3 clusters Score -7134194 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -7134246.000000 Penalty: 5304.083008
	Iteration 33Q: 3 clusters Score -7134246 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -7134282.000000 Penalty: 5304.083008
	Iteration 34Q: 3 clusters Score -7134282 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -7134306.500000 Penalty: 5304.083008
	Iteration 35Q: 3 clusters Score -7134306 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -7134335.000000 Penalty: 5304.083008
	Iteration 36Q: 3 clusters Score -7134335 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -7134342.500000 Penalty: 5304.083008
	Iteration 37Q: 3 clusters Score -7134342 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -7134346.000000 Penalty: 5304.083008
	Iteration 38Q: 3 clusters Score -7134346 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -7134348.500000 Penalty: 5304.083008
	Iteration 39Q: 3 clusters Score -7134348 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -7134331.000000 Penalty: 5304.083008
	Iteration 40F: 3 clusters Score -7134331 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -7134355.500000 Penalty: 5304.083008
	Iteration 41Q: 3 clusters Score -7134356 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -7134362.500000 Penalty: 5304.083008
	Iteration 42Q: 3 clusters Score -7134362 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -7134369.000000 Penalty: 5304.083008
	Iteration 43Q: 3 clusters Score -7134369 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -7134378.000000 Penalty: 5304.083008
	Iteration 44Q: 3 clusters Score -7134378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -7134361.000000 Penalty: 5304.083008
	Iteration 45Q: 3 clusters Score -7134361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -7134364.500000 Penalty: 5304.083008
	Iteration 46Q: 3 clusters Score -7134364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -7134364.000000 Penalty: 5304.083008
	Iteration 47Q: 3 clusters Score -7134364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -7134372.000000 Penalty: 5304.083008
	Iteration 48Q: 3 clusters Score -7134372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -7134374.000000 Penalty: 5304.083008
	Iteration 49Q: 3 clusters Score -7134374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -7134383.500000 Penalty: 5304.083008
	Iteration 50Q: 3 clusters Score -7134384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -7134379.000000 Penalty: 5304.083008
	Iteration 51Q: 3 clusters Score -7134379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -7134371.000000 Penalty: 5304.083008
	Iteration 52Q: 3 clusters Score -7134371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -7134381.500000 Penalty: 5304.083008
	Iteration 53Q: 3 clusters Score -7134382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -7134376.000000 Penalty: 5304.083008
	Iteration 54Q: 3 clusters Score -7134376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -7134376.500000 Penalty: 5304.083008
	Iteration 55Q: 3 clusters Score -7134376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -7134373.500000 Penalty: 5304.083008
	Iteration 56Q: 3 clusters Score -7134374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -7134380.000000 Penalty: 5304.083008
	Iteration 57Q: 3 clusters Score -7134380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -7134367.500000 Penalty: 5304.083008
	Iteration 58Q: 3 clusters Score -7134368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -7134366.500000 Penalty: 5304.083008
	Iteration 59Q: 3 clusters Score -7134366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -7134372.500000 Penalty: 5304.083008
	Iteration 60F: 3 clusters Score -7134372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -7134369.000000 Penalty: 5304.083008
	Iteration 61Q: 3 clusters Score -7134369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -7134376.500000 Penalty: 5304.083008
	Iteration 62Q: 3 clusters Score -7134376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -7134373.500000 Penalty: 5304.083008
	Iteration 63Q: 3 clusters Score -7134374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -7134368.000000 Penalty: 5304.083008
	Iteration 64Q: 3 clusters Score -7134368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -7134372.000000 Penalty: 5304.083008
	Iteration 65Q: 3 clusters Score -7134372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -7134369.000000 Penalty: 5304.083008
	Iteration 66Q: 3 clusters Score -7134369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -7134381.500000 Penalty: 5304.083008
	Iteration 67Q: 3 clusters Score -7134382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -7134397.000000 Penalty: 5304.083008
	Iteration 68Q: 3 clusters Score -7134397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -7134394.000000 Penalty: 5304.083008
	Iteration 69Q: 3 clusters Score -7134394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -7134388.000000 Penalty: 5304.083008
	Iteration 70Q: 3 clusters Score -7134388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -7134396.500000 Penalty: 5304.083008
	Iteration 71Q: 3 clusters Score -7134396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -7134391.000000 Penalty: 5304.083008
	Iteration 72Q: 3 clusters Score -7134391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -7134397.500000 Penalty: 5304.083008
	Iteration 73Q: 3 clusters Score -7134398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -7134390.500000 Penalty: 5304.083008
	Iteration 74Q: 3 clusters Score -7134390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -7134383.000000 Penalty: 5304.083008
	Iteration 75Q: 3 clusters Score -7134383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -7134390.000000 Penalty: 5304.083008
	Iteration 76Q: 3 clusters Score -7134390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -7134387.500000 Penalty: 5304.083008
	Iteration 77Q: 3 clusters Score -7134388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -7134388.000000 Penalty: 5304.083008
	Iteration 78Q: 3 clusters Score -7134388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -7134385.000000 Penalty: 5304.083008
	Iteration 79Q: 3 clusters Score -7134385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -7134385.000000 Penalty: 5304.083008
	Iteration 80F: 3 clusters Score -7134385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Entering Unmasked Estep 
Score: -677969.750000 Penalty: 2080.561035
	Iteration 0F: 2 clusters Score -677969.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -673828.687500 Penalty: 4161.122070
	Iteration 0F: 3 clusters Score -673828.7 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -675015.875000 Penalty: 4161.122070
	Iteration 1F: 3 clusters Score -675015.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -675344.750000 Penalty: 4161.122070
	Iteration 2F: 3 clusters Score -675344.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -675572.500000 Penalty: 4161.122070
	Iteration 3F: 3 clusters Score -675572.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -675726.250000 Penalty: 4161.122070
	Iteration 4Q: 3 clusters Score -675726.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -675863.812500 Penalty: 4161.122070
	Iteration 5Q: 3 clusters Score -675863.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -675952.562500 Penalty: 4161.122070
	Iteration 6Q: 3 clusters Score -675952.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -676017.062500 Penalty: 4161.122070
	Iteration 7Q: 3 clusters Score -676017.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -676076.750000 Penalty: 4161.122070
	Iteration 8Q: 3 clusters Score -676076.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -676127.062500 Penalty: 4161.122070
	Iteration 9Q: 3 clusters Score -676127.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -676175.500000 Penalty: 4161.122070
	Iteration 10Q: 3 clusters Score -676175.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -676210.375000 Penalty: 4161.122070
	Iteration 11Q: 3 clusters Score -676210.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -676242.250000 Penalty: 4161.122070
	Iteration 12Q: 3 clusters Score -676242.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -676271.937500 Penalty: 4161.122070
	Iteration 13Q: 3 clusters Score -676271.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -676292.000000 Penalty: 4161.122070
	Iteration 14Q: 3 clusters Score -676292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -676307.375000 Penalty: 4161.122070
	Iteration 15Q: 3 clusters Score -676307.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -676330.187500 Penalty: 4161.122070
	Iteration 16Q: 3 clusters Score -676330.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -676347.250000 Penalty: 4161.122070
	Iteration 17Q: 3 clusters Score -676347.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -676359.500000 Penalty: 4161.122070
	Iteration 18Q: 3 clusters Score -676359.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -676372.562500 Penalty: 4161.122070
	Iteration 19Q: 3 clusters Score -676372.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -676388.687500 Penalty: 4161.122070
	Iteration 20F: 3 clusters Score -676388.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -676397.562500 Penalty: 4161.122070
	Iteration 21Q: 3 clusters Score -676397.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -676411.125000 Penalty: 4161.122070
	Iteration 22Q: 3 clusters Score -676411.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -676430.562500 Penalty: 4161.122070
	Iteration 23Q: 3 clusters Score -676430.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -676446.625000 Penalty: 4161.122070
	Iteration 24Q: 3 clusters Score -676446.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -676458.687500 Penalty: 4161.122070
	Iteration 25Q: 3 clusters Score -676458.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -676463.125000 Penalty: 4161.122070
	Iteration 26Q: 3 clusters Score -676463.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -676473.062500 Penalty: 4161.122070
	Iteration 27Q: 3 clusters Score -676473.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -676480.125000 Penalty: 4161.122070
	Iteration 28Q: 3 clusters Score -676480.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -676484.062500 Penalty: 4161.122070
	Iteration 29Q: 3 clusters Score -676484.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -676486.500000 Penalty: 4161.122070
	Iteration 30Q: 3 clusters Score -676486.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -676487.437500 Penalty: 4161.122070
	Iteration 31Q: 3 clusters Score -676487.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -676488.375000 Penalty: 4161.122070
	Iteration 32Q: 3 clusters Score -676488.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -676488.375000 Penalty: 4161.122070
	Iteration 33Q: 3 clusters Score -676488.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -676488.000000 Penalty: 4161.122070
	Iteration 34Q: 3 clusters Score -676488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -676488.000000 Penalty: 4161.122070
	Iteration 35F: 3 clusters Score -676488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (15654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Entering Unmasked Estep 
Score: -2575800.750000 Penalty: 2395.303467
	Iteration 0F: 2 clusters Score -2575801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2564670.750000 Penalty: 4790.606934
	Iteration 0F: 3 clusters Score -2564671 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2568421.000000 Penalty: 4790.606934
	Iteration 1F: 3 clusters Score -2568421 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2568884.000000 Penalty: 4790.606934
	Iteration 2F: 3 clusters Score -2568884 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2569329.000000 Penalty: 4790.606934
	Iteration 3F: 3 clusters Score -2569329 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2569806.500000 Penalty: 4790.606934
	Iteration 4F: 3 clusters Score -2569806 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2570296.250000 Penalty: 4790.606934
	Iteration 5F: 3 clusters Score -2570296 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2570757.000000 Penalty: 4790.606934
	Iteration 6F: 3 clusters Score -2570757 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2571185.500000 Penalty: 4790.606934
	Iteration 7Q: 3 clusters Score -2571186 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2571555.500000 Penalty: 4790.606934
	Iteration 8Q: 3 clusters Score -2571556 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2571873.000000 Penalty: 4790.606934
	Iteration 9Q: 3 clusters Score -2571873 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2572156.500000 Penalty: 4790.606934
	Iteration 10Q: 3 clusters Score -2572156 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2572399.750000 Penalty: 4790.606934
	Iteration 11Q: 3 clusters Score -2572400 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2572592.750000 Penalty: 4790.606934
	Iteration 12Q: 3 clusters Score -2572593 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2572750.250000 Penalty: 4790.606934
	Iteration 13Q: 3 clusters Score -2572750 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2572906.000000 Penalty: 4790.606934
	Iteration 14Q: 3 clusters Score -2572906 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2573054.750000 Penalty: 4790.606934
	Iteration 15Q: 3 clusters Score -2573055 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2573219.500000 Penalty: 4790.606934
	Iteration 16Q: 3 clusters Score -2573220 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2573353.750000 Penalty: 4790.606934
	Iteration 17Q: 3 clusters Score -2573354 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2573444.000000 Penalty: 4790.606934
	Iteration 18Q: 3 clusters Score -2573444 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2573524.250000 Penalty: 4790.606934
	Iteration 19Q: 3 clusters Score -2573524 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2573596.250000 Penalty: 4790.606934
	Iteration 20F: 3 clusters Score -2573596 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2573652.000000 Penalty: 4790.606934
	Iteration 21Q: 3 clusters Score -2573652 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2573705.250000 Penalty: 4790.606934
	Iteration 22Q: 3 clusters Score -2573705 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2573742.750000 Penalty: 4790.606934
	Iteration 23Q: 3 clusters Score -2573743 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2573775.750000 Penalty: 4790.606934
	Iteration 24Q: 3 clusters Score -2573776 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2573784.750000 Penalty: 4790.606934
	Iteration 25Q: 3 clusters Score -2573785 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2573805.250000 Penalty: 4790.606934
	Iteration 26Q: 3 clusters Score -2573805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2573820.000000 Penalty: 4790.606934
	Iteration 27Q: 3 clusters Score -2573820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2573836.000000 Penalty: 4790.606934
	Iteration 28Q: 3 clusters Score -2573836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2573850.250000 Penalty: 4790.606934
	Iteration 29Q: 3 clusters Score -2573850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2573859.500000 Penalty: 4790.606934
	Iteration 30Q: 3 clusters Score -2573860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2573871.500000 Penalty: 4790.606934
	Iteration 31Q: 3 clusters Score -2573872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2573882.000000 Penalty: 4790.606934
	Iteration 32Q: 3 clusters Score -2573882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2573889.750000 Penalty: 4790.606934
	Iteration 33Q: 3 clusters Score -2573890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2573893.750000 Penalty: 4790.606934
	Iteration 34Q: 3 clusters Score -2573894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2573900.500000 Penalty: 4790.606934
	Iteration 35Q: 3 clusters Score -2573900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2573912.250000 Penalty: 4790.606934
	Iteration 36Q: 3 clusters Score -2573912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2573921.250000 Penalty: 4790.606934
	Iteration 37Q: 3 clusters Score -2573921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2573923.500000 Penalty: 4790.606934
	Iteration 38Q: 3 clusters Score -2573924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2573928.750000 Penalty: 4790.606934
	Iteration 39Q: 3 clusters Score -2573929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2573929.500000 Penalty: 4790.606934
	Iteration 40F: 3 clusters Score -2573930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2573935.750000 Penalty: 4790.606934
	Iteration 41Q: 3 clusters Score -2573936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2573940.250000 Penalty: 4790.606934
	Iteration 42Q: 3 clusters Score -2573940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2573945.500000 Penalty: 4790.606934
	Iteration 43Q: 3 clusters Score -2573946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2573951.500000 Penalty: 4790.606934
	Iteration 44Q: 3 clusters Score -2573952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2573958.750000 Penalty: 4790.606934
	Iteration 45Q: 3 clusters Score -2573959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2573965.500000 Penalty: 4790.606934
	Iteration 46Q: 3 clusters Score -2573966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2573968.750000 Penalty: 4790.606934
	Iteration 47Q: 3 clusters Score -2573969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2573974.250000 Penalty: 4790.606934
	Iteration 48Q: 3 clusters Score -2573974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2573978.750000 Penalty: 4790.606934
	Iteration 49Q: 3 clusters Score -2573979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2573982.500000 Penalty: 4790.606934
	Iteration 50Q: 3 clusters Score -2573982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2573980.750000 Penalty: 4790.606934
	Iteration 51Q: 3 clusters Score -2573981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2573985.250000 Penalty: 4790.606934
	Iteration 52Q: 3 clusters Score -2573985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2573987.750000 Penalty: 4790.606934
	Iteration 53Q: 3 clusters Score -2573988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2573987.500000 Penalty: 4790.606934
	Iteration 54Q: 3 clusters Score -2573988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2573989.500000 Penalty: 4790.606934
	Iteration 55Q: 3 clusters Score -2573990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2573988.000000 Penalty: 4790.606934
	Iteration 56Q: 3 clusters Score -2573988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2573990.000000 Penalty: 4790.606934
	Iteration 57Q: 3 clusters Score -2573990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2573990.000000 Penalty: 4790.606934
	Iteration 58Q: 3 clusters Score -2573990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2573990.250000 Penalty: 4790.606934
	Iteration 59Q: 3 clusters Score -2573990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2573990.250000 Penalty: 4790.606934
	Iteration 60F: 3 clusters Score -2573990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -181806.828125 Penalty: 1747.999878
	Iteration 0F: 2 clusters Score -181806.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -179791.203125 Penalty: 3495.999756
	Iteration 0F: 3 clusters Score -179791.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -180208.703125 Penalty: 3495.999756
	Iteration 1F: 3 clusters Score -180208.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -180450.781250 Penalty: 3495.999756
	Iteration 2F: 3 clusters Score -180450.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -180640.046875 Penalty: 3495.999756
	Iteration 3F: 3 clusters Score -180640 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -180894.281250 Penalty: 3495.999756
	Iteration 4F: 3 clusters Score -180894.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -181171.296875 Penalty: 3495.999756
	Iteration 5Q: 3 clusters Score -181171.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -181288.953125 Penalty: 3495.999756
	Iteration 6Q: 3 clusters Score -181289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -181357.609375 Penalty: 3495.999756
	Iteration 7Q: 3 clusters Score -181357.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -181503.703125 Penalty: 3495.999756
	Iteration 8Q: 3 clusters Score -181503.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -181608.796875 Penalty: 3495.999756
	Iteration 9Q: 3 clusters Score -181608.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -181650.656250 Penalty: 3495.999756
	Iteration 10Q: 3 clusters Score -181650.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -181667.406250 Penalty: 3495.999756
	Iteration 11Q: 3 clusters Score -181667.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -181680.125000 Penalty: 3495.999756
	Iteration 12Q: 3 clusters Score -181680.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -181692.343750 Penalty: 3495.999756
	Iteration 13Q: 3 clusters Score -181692.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -181697.109375 Penalty: 3495.999756
	Iteration 14Q: 3 clusters Score -181697.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -181706.546875 Penalty: 3495.999756
	Iteration 15Q: 3 clusters Score -181706.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -181731.656250 Penalty: 3495.999756
	Iteration 16Q: 3 clusters Score -181731.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -181752.687500 Penalty: 3495.999756
	Iteration 17Q: 3 clusters Score -181752.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -181766.218750 Penalty: 3495.999756
	Iteration 18Q: 3 clusters Score -181766.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -181768.812500 Penalty: 3495.999756
	Iteration 19Q: 3 clusters Score -181768.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -181775.796875 Penalty: 3495.999756
	Iteration 20F: 3 clusters Score -181775.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -181789.437500 Penalty: 3495.999756
	Iteration 21Q: 3 clusters Score -181789.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -181800.484375 Penalty: 3495.999756
	Iteration 22Q: 3 clusters Score -181800.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -181811.765625 Penalty: 3495.999756
	Iteration 23Q: 3 clusters Score -181811.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -181827.296875 Penalty: 3495.999756
	Iteration 24Q: 3 clusters Score -181827.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -181843.640625 Penalty: 3495.999756
	Iteration 25Q: 3 clusters Score -181843.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -181864.828125 Penalty: 3495.999756
	Iteration 26Q: 3 clusters Score -181864.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -181874.125000 Penalty: 3495.999756
	Iteration 27Q: 3 clusters Score -181874.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -181884.078125 Penalty: 3495.999756
	Iteration 28Q: 3 clusters Score -181884.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -181895.562500 Penalty: 3495.999756
	Iteration 29Q: 3 clusters Score -181895.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -181903.406250 Penalty: 3495.999756
	Iteration 30Q: 3 clusters Score -181903.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -181909.062500 Penalty: 3495.999756
	Iteration 31Q: 3 clusters Score -181909.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -181910.828125 Penalty: 3495.999756
	Iteration 32Q: 3 clusters Score -181910.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -181910.828125 Penalty: 3495.999756
	Iteration 33F: 3 clusters Score -181910.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 10711 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 12036 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 54812 members 
Mstep: Class 15 contains 11105 members 
Mstep: Class 16 contains 69986 members 
Mstep: Class 17 contains 61966 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 12129 members 
Mstep: Class 22 contains 51882 members 
Mstep: Class 23 contains 338 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 74225 members 
Mstep: Class 31 contains 25428 members 
Mstep: Class 32 contains 34390 members 
Mstep: Class 33 contains 25988 members 
Mstep: Class 34 contains 32803 members 
Mstep: Class 35 contains 4456 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 546 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 16771 members 
Mstep: Class 41 contains 7541 members 
Mstep: Class 42 contains 44078 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 15654 members 
Mstep: Class 45 contains 781 members 
Mstep: Class 46 contains 11568 members 
Mstep: Class 47 contains 370 members 
Entering Unmasked Estep 
Score: -115038088.000000 Penalty: 156896.109375
Splitting cluster 45 changes total score from -115039576.000000 to -115038088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (11568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Entering Unmasked Estep 
Score: -1930022.625000 Penalty: 2320.287598
	Iteration 0F: 2 clusters Score -1930023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1921278.625000 Penalty: 4640.575195
	Iteration 0F: 3 clusters Score -1921279 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1923804.000000 Penalty: 4640.575195
	Iteration 1F: 3 clusters Score -1923804 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1924250.625000 Penalty: 4640.575195
	Iteration 2F: 3 clusters Score -1924251 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1924811.625000 Penalty: 4640.575195
	Iteration 3F: 3 clusters Score -1924812 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1925520.875000 Penalty: 4640.575195
	Iteration 4F: 3 clusters Score -1925521 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1926292.375000 Penalty: 4640.575195
	Iteration 5F: 3 clusters Score -1926292 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1927083.250000 Penalty: 4640.575195
	Iteration 6F: 3 clusters Score -1927083 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1927884.375000 Penalty: 4640.575195
	Iteration 7F: 3 clusters Score -1927884 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1928583.375000 Penalty: 4640.575195
	Iteration 8F: 3 clusters Score -1928583 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1929052.125000 Penalty: 4640.575195
	Iteration 9Q: 3 clusters Score -1929052 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1929248.750000 Penalty: 4640.575195
	Iteration 10Q: 3 clusters Score -1929249 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1929349.500000 Penalty: 4640.575195
	Iteration 11Q: 3 clusters Score -1929350 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1929435.500000 Penalty: 4640.575195
	Iteration 12Q: 3 clusters Score -1929436 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1929469.500000 Penalty: 4640.575195
	Iteration 13Q: 3 clusters Score -1929470 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1929485.750000 Penalty: 4640.575195
	Iteration 14Q: 3 clusters Score -1929486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1929498.000000 Penalty: 4640.575195
	Iteration 15Q: 3 clusters Score -1929498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1929502.750000 Penalty: 4640.575195
	Iteration 16Q: 3 clusters Score -1929503 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1929511.500000 Penalty: 4640.575195
	Iteration 17Q: 3 clusters Score -1929512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1929516.625000 Penalty: 4640.575195
	Iteration 18Q: 3 clusters Score -1929517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1929515.875000 Penalty: 4640.575195
	Iteration 19Q: 3 clusters Score -1929516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1929520.250000 Penalty: 4640.575195
	Iteration 20F: 3 clusters Score -1929520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1929526.125000 Penalty: 4640.575195
	Iteration 21Q: 3 clusters Score -1929526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1929527.500000 Penalty: 4640.575195
	Iteration 22Q: 3 clusters Score -1929528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1929535.000000 Penalty: 4640.575195
	Iteration 23Q: 3 clusters Score -1929535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1929530.375000 Penalty: 4640.575195
	Iteration 24Q: 3 clusters Score -1929530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1929535.875000 Penalty: 4640.575195
	Iteration 25Q: 3 clusters Score -1929536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1929534.750000 Penalty: 4640.575195
	Iteration 26Q: 3 clusters Score -1929535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1929536.375000 Penalty: 4640.575195
	Iteration 27Q: 3 clusters Score -1929536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1929537.250000 Penalty: 4640.575195
	Iteration 28Q: 3 clusters Score -1929537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1929537.250000 Penalty: 4640.575195
	Iteration 29F: 3 clusters Score -1929537 nChanged 0
--- Evaluating fit on full set of 2103592 points ---
Entering Unmasked Estep 
Score: -343627584.000000 Penalty: 166090.875000
20->47 Clusters: Score -343627584.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 701197 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 34850 members 
Mstep: Class 3 contains 35134 members 
Mstep: Class 4 contains 34988 members 
Mstep: Class 5 contains 34941 members 
Mstep: Class 6 contains 35016 members 
Mstep: Class 7 contains 35568 members 
Mstep: Class 8 contains 34997 members 
Mstep: Class 9 contains 34851 members 
Mstep: Class 10 contains 35142 members 
Mstep: Class 11 contains 34943 members 
Mstep: Class 12 contains 34956 members 
Mstep: Class 13 contains 35151 members 
Mstep: Class 14 contains 35185 members 
Mstep: Class 15 contains 35452 members 
Mstep: Class 16 contains 35475 members 
Mstep: Class 17 contains 34825 members 
Mstep: Class 18 contains 34812 members 
Mstep: Class 19 contains 34994 members 
Mstep: Class 20 contains 35109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1691.137939 but Gain 3338.218750
Score: -109746944.000000 Penalty: 63426.085938
Iteration 0F: 20 clusters Score -1.097469e+08 nChanged 665556
Entering Unmasked Mstep 
Mstep: Class 0 contains 1609 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 3 contains 10177 members 
Mstep: Class 4 contains 318901 members 
Mstep: Class 5 contains 40185 members 
Mstep: Class 6 contains 9253 members 
Mstep: Class 7 contains 22725 members 
Mstep: Class 8 contains 7211 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 11909 members 
Mstep: Class 12 contains 102678 members 
Mstep: Class 13 contains 18947 members 
Mstep: Class 14 contains 57118 members 
Mstep: Class 15 contains 4629 members 
Mstep: Class 16 contains 3679 members 
Mstep: Class 17 contains 39093 members 
Mstep: Class 18 contains 5856 members 
Mstep: Class 19 contains 12352 members 
Mstep: Class 20 contains 16046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3210.266602 but Gain 3338.214844
Score: -112167312.000000 Penalty: 60087.871094
Iteration 1F: 19 clusters Score -1.121673e+08 nChanged 310304
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 3 contains 1877 members 
Mstep: Class 4 contains 222605 members 
Mstep: Class 5 contains 69943 members 
Mstep: Class 6 contains 11600 members 
Mstep: Class 7 contains 21905 members 
Mstep: Class 8 contains 6584 members 
Mstep: Class 10 contains 2349 members 
Mstep: Class 11 contains 13679 members 
Mstep: Class 12 contains 122825 members 
Mstep: Class 13 contains 18979 members 
Mstep: Class 14 contains 70869 members 
Mstep: Class 15 contains 3822 members 
Mstep: Class 16 contains 2995 members 
Mstep: Class 17 contains 85029 members 
Mstep: Class 18 contains 9131 members 
Mstep: Class 19 contains 15262 members 
Mstep: Class 20 contains 12184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113247600.000000 Penalty: 60087.871094
Iteration 2F: 19 clusters Score -1.132476e+08 nChanged 231965
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 3 contains 1033 members 
Mstep: Class 4 contains 187333 members 
Mstep: Class 5 contains 72902 members 
Mstep: Class 6 contains 15861 members 
Mstep: Class 7 contains 27885 members 
Mstep: Class 8 contains 8741 members 
Mstep: Class 10 contains 1797 members 
Mstep: Class 11 contains 16082 members 
Mstep: Class 12 contains 105531 members 
Mstep: Class 13 contains 17968 members 
Mstep: Class 14 contains 57747 members 
Mstep: Class 15 contains 4003 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 133152 members 
Mstep: Class 18 contains 9737 members 
Mstep: Class 19 contains 16333 members 
Mstep: Class 20 contains 16424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113739240.000000 Penalty: 60087.871094
Iteration 3F: 19 clusters Score -1.137392e+08 nChanged 169140
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 3 contains 1039 members 
Mstep: Class 4 contains 163522 members 
Mstep: Class 5 contains 68167 members 
Mstep: Class 6 contains 15738 members 
Mstep: Class 7 contains 31751 members 
Mstep: Class 8 contains 9842 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 19388 members 
Mstep: Class 12 contains 100021 members 
Mstep: Class 13 contains 16153 members 
Mstep: Class 14 contains 54034 members 
Mstep: Class 15 contains 4521 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 155574 members 
Mstep: Class 18 contains 10245 members 
Mstep: Class 19 contains 18103 members 
Mstep: Class 20 contains 22756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114019920.000000 Penalty: 60087.871094
Iteration 4F: 19 clusters Score -1.140199e+08 nChanged 126344
Entering Unmasked Mstep 
Mstep: Class 0 contains 174 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 3 contains 1041 members 
Mstep: Class 4 contains 143292 members 
Mstep: Class 5 contains 69073 members 
Mstep: Class 6 contains 14704 members 
Mstep: Class 7 contains 31633 members 
Mstep: Class 8 contains 9806 members 
Mstep: Class 10 contains 1737 members 
Mstep: Class 11 contains 21146 members 
Mstep: Class 12 contains 114742 members 
Mstep: Class 13 contains 14649 members 
Mstep: Class 14 contains 51321 members 
Mstep: Class 15 contains 6009 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 149184 members 
Mstep: Class 18 contains 11416 members 
Mstep: Class 19 contains 19881 members 
Mstep: Class 20 contains 31891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114176272.000000 Penalty: 60087.871094
Iteration 5F: 19 clusters Score -1.141763e+08 nChanged 92615
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 3 contains 1041 members 
Mstep: Class 4 contains 126558 members 
Mstep: Class 5 contains 72033 members 
Mstep: Class 6 contains 13994 members 
Mstep: Class 7 contains 29998 members 
Mstep: Class 8 contains 9614 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 22886 members 
Mstep: Class 12 contains 122165 members 
Mstep: Class 13 contains 13974 members 
Mstep: Class 14 contains 48461 members 
Mstep: Class 15 contains 7264 members 
Mstep: Class 16 contains 1417 members 
Mstep: Class 17 contains 142830 members 
Mstep: Class 18 contains 12929 members 
Mstep: Class 19 contains 21107 members 
Mstep: Class 20 contains 43415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114295704.000000 Penalty: 60087.871094
Iteration 6F: 19 clusters Score -1.142957e+08 nChanged 67926
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 3 contains 1038 members 
Mstep: Class 4 contains 120688 members 
Mstep: Class 5 contains 72660 members 
Mstep: Class 6 contains 13783 members 
Mstep: Class 7 contains 28446 members 
Mstep: Class 8 contains 9400 members 
Mstep: Class 10 contains 1830 members 
Mstep: Class 11 contains 24769 members 
Mstep: Class 12 contains 119898 members 
Mstep: Class 13 contains 12993 members 
Mstep: Class 14 contains 45149 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 1350 members 
Mstep: Class 17 contains 135872 members 
Mstep: Class 18 contains 14566 members 
Mstep: Class 19 contains 21444 members 
Mstep: Class 20 contains 57416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114380672.000000 Penalty: 60087.871094
Iteration 7F: 19 clusters Score -1.143807e+08 nChanged 55941
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 118331 members 
Mstep: Class 5 contains 71345 members 
Mstep: Class 6 contains 14471 members 
Mstep: Class 7 contains 27353 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 10 contains 1881 members 
Mstep: Class 11 contains 26438 members 
Mstep: Class 12 contains 113915 members 
Mstep: Class 13 contains 11582 members 
Mstep: Class 14 contains 41748 members 
Mstep: Class 15 contains 9379 members 
Mstep: Class 16 contains 1272 members 
Mstep: Class 17 contains 128501 members 
Mstep: Class 18 contains 16146 members 
Mstep: Class 19 contains 20923 members 
Mstep: Class 20 contains 74388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114448376.000000 Penalty: 60087.871094
Iteration 8F: 19 clusters Score -1.144484e+08 nChanged 50339
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 3 contains 1040 members 
Mstep: Class 4 contains 114812 members 
Mstep: Class 5 contains 69578 members 
Mstep: Class 6 contains 15615 members 
Mstep: Class 7 contains 26572 members 
Mstep: Class 8 contains 9039 members 
Mstep: Class 10 contains 1909 members 
Mstep: Class 11 contains 27833 members 
Mstep: Class 12 contains 107228 members 
Mstep: Class 13 contains 10467 members 
Mstep: Class 14 contains 37620 members 
Mstep: Class 15 contains 9916 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 121016 members 
Mstep: Class 18 contains 17602 members 
Mstep: Class 19 contains 20103 members 
Mstep: Class 20 contains 94407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114513328.000000 Penalty: 60087.871094
Iteration 9F: 19 clusters Score -1.145133e+08 nChanged 47800
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 3 contains 1040 members 
Mstep: Class 4 contains 110149 members 
Mstep: Class 5 contains 67828 members 
Mstep: Class 6 contains 17087 members 
Mstep: Class 7 contains 26165 members 
Mstep: Class 8 contains 8781 members 
Mstep: Class 10 contains 1929 members 
Mstep: Class 11 contains 29032 members 
Mstep: Class 12 contains 100326 members 
Mstep: Class 13 contains 9867 members 
Mstep: Class 14 contains 33597 members 
Mstep: Class 15 contains 10171 members 
Mstep: Class 16 contains 1192 members 
Mstep: Class 17 contains 114170 members 
Mstep: Class 18 contains 18933 members 
Mstep: Class 19 contains 19280 members 
Mstep: Class 20 contains 114420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114559072.000000 Penalty: 60087.871094
Iteration 10F: 19 clusters Score -1.145591e+08 nChanged 42261
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 3 contains 1039 members 
Mstep: Class 4 contains 105199 members 
Mstep: Class 5 contains 66735 members 
Mstep: Class 6 contains 18807 members 
Mstep: Class 7 contains 26202 members 
Mstep: Class 8 contains 8500 members 
Mstep: Class 10 contains 1924 members 
Mstep: Class 11 contains 30000 members 
Mstep: Class 12 contains 94744 members 
Mstep: Class 13 contains 9503 members 
Mstep: Class 14 contains 30935 members 
Mstep: Class 15 contains 10310 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 110779 members 
Mstep: Class 18 contains 20155 members 
Mstep: Class 19 contains 18567 members 
Mstep: Class 20 contains 127135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114585832.000000 Penalty: 60087.871094
Iteration 11F: 19 clusters Score -1.145858e+08 nChanged 33390
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 3 contains 1038 members 
Mstep: Class 4 contains 100667 members 
Mstep: Class 5 contains 66978 members 
Mstep: Class 6 contains 21026 members 
Mstep: Class 7 contains 26424 members 
Mstep: Class 8 contains 8180 members 
Mstep: Class 10 contains 1912 members 
Mstep: Class 11 contains 30937 members 
Mstep: Class 12 contains 91543 members 
Mstep: Class 13 contains 9263 members 
Mstep: Class 14 contains 29525 members 
Mstep: Class 15 contains 10407 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 110411 members 
Mstep: Class 18 contains 21063 members 
Mstep: Class 19 contains 18021 members 
Mstep: Class 20 contains 130295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114604688.000000 Penalty: 60087.871094
Iteration 12Q: 19 clusters Score -1.146047e+08 nChanged 25849
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 3 contains 1039 members 
Mstep: Class 4 contains 95730 members 
Mstep: Class 5 contains 67881 members 
Mstep: Class 6 contains 23357 members 
Mstep: Class 7 contains 26547 members 
Mstep: Class 8 contains 7945 members 
Mstep: Class 10 contains 1906 members 
Mstep: Class 11 contains 31694 members 
Mstep: Class 12 contains 89711 members 
Mstep: Class 13 contains 8999 members 
Mstep: Class 14 contains 28650 members 
Mstep: Class 15 contains 10528 members 
Mstep: Class 16 contains 1171 members 
Mstep: Class 17 contains 110651 members 
Mstep: Class 18 contains 21352 members 
Mstep: Class 19 contains 17593 members 
Mstep: Class 20 contains 130441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114620416.000000 Penalty: 60087.871094
Iteration 13Q: 19 clusters Score -1.146204e+08 nChanged 22728
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 3 contains 1039 members 
Mstep: Class 4 contains 90614 members 
Mstep: Class 5 contains 68899 members 
Mstep: Class 6 contains 25681 members 
Mstep: Class 7 contains 26429 members 
Mstep: Class 8 contains 7784 members 
Mstep: Class 10 contains 1906 members 
Mstep: Class 11 contains 32321 members 
Mstep: Class 12 contains 88533 members 
Mstep: Class 13 contains 8732 members 
Mstep: Class 14 contains 27959 members 
Mstep: Class 15 contains 10646 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 110835 members 
Mstep: Class 18 contains 21270 members 
Mstep: Class 19 contains 17218 members 
Mstep: Class 20 contains 129958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114633720.000000 Penalty: 60087.871094
Iteration 14Q: 19 clusters Score -1.146337e+08 nChanged 20890
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 3 contains 1038 members 
Mstep: Class 4 contains 85282 members 
Mstep: Class 5 contains 70022 members 
Mstep: Class 6 contains 27826 members 
Mstep: Class 7 contains 26042 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 10 contains 1910 members 
Mstep: Class 11 contains 32906 members 
Mstep: Class 12 contains 87644 members 
Mstep: Class 13 contains 8534 members 
Mstep: Class 14 contains 27424 members 
Mstep: Class 15 contains 10738 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 110834 members 
Mstep: Class 18 contains 20927 members 
Mstep: Class 19 contains 16920 members 
Mstep: Class 20 contains 129478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114646688.000000 Penalty: 60087.871094
Iteration 15Q: 19 clusters Score -1.146467e+08 nChanged 20229
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 79844 members 
Mstep: Class 5 contains 71026 members 
Mstep: Class 6 contains 29792 members 
Mstep: Class 7 contains 25506 members 
Mstep: Class 8 contains 7607 members 
Mstep: Class 10 contains 1917 members 
Mstep: Class 11 contains 33515 members 
Mstep: Class 12 contains 86872 members 
Mstep: Class 13 contains 8395 members 
Mstep: Class 14 contains 26976 members 
Mstep: Class 15 contains 10818 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 110604 members 
Mstep: Class 18 contains 20483 members 
Mstep: Class 19 contains 16698 members 
Mstep: Class 20 contains 129295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114660792.000000 Penalty: 60087.871094
Iteration 16Q: 19 clusters Score -1.146608e+08 nChanged 18765
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 75158 members 
Mstep: Class 5 contains 71907 members 
Mstep: Class 6 contains 31701 members 
Mstep: Class 7 contains 24839 members 
Mstep: Class 8 contains 7571 members 
Mstep: Class 10 contains 1922 members 
Mstep: Class 11 contains 34108 members 
Mstep: Class 12 contains 86230 members 
Mstep: Class 13 contains 8339 members 
Mstep: Class 14 contains 26546 members 
Mstep: Class 15 contains 10891 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 109815 members 
Mstep: Class 18 contains 20035 members 
Mstep: Class 19 contains 16567 members 
Mstep: Class 20 contains 129012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114673808.000000 Penalty: 60087.871094
Iteration 17Q: 19 clusters Score -1.146738e+08 nChanged 17544
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 71599 members 
Mstep: Class 5 contains 72510 members 
Mstep: Class 6 contains 33585 members 
Mstep: Class 7 contains 24078 members 
Mstep: Class 8 contains 7538 members 
Mstep: Class 10 contains 1923 members 
Mstep: Class 11 contains 34716 members 
Mstep: Class 12 contains 85740 members 
Mstep: Class 13 contains 8407 members 
Mstep: Class 14 contains 26169 members 
Mstep: Class 15 contains 10938 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 108761 members 
Mstep: Class 18 contains 19688 members 
Mstep: Class 19 contains 16435 members 
Mstep: Class 20 contains 128225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114684392.000000 Penalty: 60087.871094
Iteration 18Q: 19 clusters Score -1.146844e+08 nChanged 16014
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 68954 members 
Mstep: Class 5 contains 72935 members 
Mstep: Class 6 contains 35414 members 
Mstep: Class 7 contains 23341 members 
Mstep: Class 8 contains 7500 members 
Mstep: Class 10 contains 1926 members 
Mstep: Class 11 contains 35338 members 
Mstep: Class 12 contains 85382 members 
Mstep: Class 13 contains 8475 members 
Mstep: Class 14 contains 25846 members 
Mstep: Class 15 contains 10955 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 107684 members 
Mstep: Class 18 contains 19453 members 
Mstep: Class 19 contains 16306 members 
Mstep: Class 20 contains 126823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114693328.000000 Penalty: 60087.871094
Iteration 19Q: 19 clusters Score -1.146933e+08 nChanged 13843
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 66576 members 
Mstep: Class 5 contains 73186 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 22633 members 
Mstep: Class 8 contains 7477 members 
Mstep: Class 10 contains 1927 members 
Mstep: Class 11 contains 35996 members 
Mstep: Class 12 contains 85010 members 
Mstep: Class 13 contains 8565 members 
Mstep: Class 14 contains 25579 members 
Mstep: Class 15 contains 10966 members 
Mstep: Class 16 contains 1184 members 
Mstep: Class 17 contains 106990 members 
Mstep: Class 18 contains 19298 members 
Mstep: Class 19 contains 16209 members 
Mstep: Class 20 contains 125547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114702128.000000 Penalty: 60087.871094
Iteration 20F: 19 clusters Score -1.147021e+08 nChanged 13195
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 64428 members 
Mstep: Class 5 contains 73291 members 
Mstep: Class 6 contains 37701 members 
Mstep: Class 7 contains 21825 members 
Mstep: Class 8 contains 7464 members 
Mstep: Class 10 contains 1929 members 
Mstep: Class 11 contains 36649 members 
Mstep: Class 12 contains 84752 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 14 contains 25373 members 
Mstep: Class 15 contains 10980 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 106529 members 
Mstep: Class 18 contains 19024 members 
Mstep: Class 19 contains 16124 members 
Mstep: Class 20 contains 123712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114709152.000000 Penalty: 60087.871094
Iteration 21Q: 19 clusters Score -1.147092e+08 nChanged 12426
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 62299 members 
Mstep: Class 5 contains 73304 members 
Mstep: Class 6 contains 37888 members 
Mstep: Class 7 contains 21141 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 10 contains 1931 members 
Mstep: Class 11 contains 37280 members 
Mstep: Class 12 contains 84482 members 
Mstep: Class 13 contains 9783 members 
Mstep: Class 14 contains 25141 members 
Mstep: Class 15 contains 10970 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 106290 members 
Mstep: Class 18 contains 18914 members 
Mstep: Class 19 contains 16047 members 
Mstep: Class 20 contains 122349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114715160.000000 Penalty: 60087.871094
Iteration 22Q: 19 clusters Score -1.147152e+08 nChanged 11465
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 66972 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 60388 members 
Mstep: Class 5 contains 73240 members 
Mstep: Class 6 contains 37538 members 
Mstep: Class 7 contains 20738 members 
Mstep: Class 8 contains 7451 members 
Mstep: Class 10 contains 1933 members 
Mstep: Class 11 contains 37907 members 
Mstep: Class 12 contains 84184 members 
Mstep: Class 13 contains 10288 members 
Mstep: Class 14 contains 24917 members 
Mstep: Class 15 contains 10967 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 106071 members 
Mstep: Class 18 contains 18911 members 
Mstep: Class 19 contains 15984 members 
Mstep: Class 20 contains 121329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114719352.000000 Penalty: 60087.871094
Iteration 23Q: 19 clusters Score -1.147194e+08 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 70031 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 58564 members 
Mstep: Class 5 contains 73060 members 
Mstep: Class 6 contains 36865 members 
Mstep: Class 7 contains 20546 members 
Mstep: Class 8 contains 7442 members 
Mstep: Class 10 contains 1933 members 
Mstep: Class 11 contains 38520 members 
Mstep: Class 12 contains 83879 members 
Mstep: Class 13 contains 10711 members 
Mstep: Class 14 contains 24749 members 
Mstep: Class 15 contains 10955 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 105970 members 
Mstep: Class 18 contains 19008 members 
Mstep: Class 19 contains 15900 members 
Mstep: Class 20 contains 120685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114722832.000000 Penalty: 60087.871094
Iteration 24Q: 19 clusters Score -1.147228e+08 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 72688 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 56934 members 
Mstep: Class 5 contains 72711 members 
Mstep: Class 6 contains 36169 members 
Mstep: Class 7 contains 20532 members 
Mstep: Class 8 contains 7429 members 
Mstep: Class 10 contains 1934 members 
Mstep: Class 11 contains 39158 members 
Mstep: Class 12 contains 83645 members 
Mstep: Class 13 contains 11019 members 
Mstep: Class 14 contains 24587 members 
Mstep: Class 15 contains 10947 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 105913 members 
Mstep: Class 18 contains 19145 members 
Mstep: Class 19 contains 15816 members 
Mstep: Class 20 contains 120191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114724520.000000 Penalty: 60087.871094
Iteration 25Q: 19 clusters Score -1.147245e+08 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 74978 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 55345 members 
Mstep: Class 5 contains 72269 members 
Mstep: Class 6 contains 35479 members 
Mstep: Class 7 contains 20555 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 10 contains 1929 members 
Mstep: Class 11 contains 39733 members 
Mstep: Class 12 contains 83432 members 
Mstep: Class 13 contains 11309 members 
Mstep: Class 14 contains 24459 members 
Mstep: Class 15 contains 10948 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 105981 members 
Mstep: Class 18 contains 19297 members 
Mstep: Class 19 contains 15729 members 
Mstep: Class 20 contains 119971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114725728.000000 Penalty: 60087.871094
Iteration 26Q: 19 clusters Score -1.147257e+08 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 77106 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 53823 members 
Mstep: Class 5 contains 71765 members 
Mstep: Class 6 contains 34806 members 
Mstep: Class 7 contains 20611 members 
Mstep: Class 8 contains 7386 members 
Mstep: Class 10 contains 1925 members 
Mstep: Class 11 contains 40276 members 
Mstep: Class 12 contains 83262 members 
Mstep: Class 13 contains 11561 members 
Mstep: Class 14 contains 24347 members 
Mstep: Class 15 contains 10940 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 106091 members 
Mstep: Class 18 contains 19438 members 
Mstep: Class 19 contains 15654 members 
Mstep: Class 20 contains 119827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114726440.000000 Penalty: 60087.871094
Iteration 27Q: 19 clusters Score -1.147264e+08 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 78843 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 52408 members 
Mstep: Class 5 contains 71225 members 
Mstep: Class 6 contains 34227 members 
Mstep: Class 7 contains 20664 members 
Mstep: Class 8 contains 7371 members 
Mstep: Class 10 contains 1923 members 
Mstep: Class 11 contains 40801 members 
Mstep: Class 12 contains 83111 members 
Mstep: Class 13 contains 11808 members 
Mstep: Class 14 contains 24253 members 
Mstep: Class 15 contains 10939 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 106233 members 
Mstep: Class 18 contains 19595 members 
Mstep: Class 19 contains 15569 members 
Mstep: Class 20 contains 119847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114725704.000000 Penalty: 60087.871094
Iteration 28Q: 19 clusters Score -1.147257e+08 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 51111 members 
Mstep: Class 5 contains 70695 members 
Mstep: Class 6 contains 33710 members 
Mstep: Class 7 contains 20716 members 
Mstep: Class 8 contains 7360 members 
Mstep: Class 10 contains 1918 members 
Mstep: Class 11 contains 41310 members 
Mstep: Class 12 contains 82957 members 
Mstep: Class 13 contains 12044 members 
Mstep: Class 14 contains 24144 members 
Mstep: Class 15 contains 10942 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 106386 members 
Mstep: Class 18 contains 19755 members 
Mstep: Class 19 contains 15486 members 
Mstep: Class 20 contains 119922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114725000.000000 Penalty: 60087.871094
Iteration 29Q: 19 clusters Score -1.14725e+08 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 81684 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 49899 members 
Mstep: Class 5 contains 70198 members 
Mstep: Class 6 contains 33263 members 
Mstep: Class 7 contains 20765 members 
Mstep: Class 8 contains 7357 members 
Mstep: Class 10 contains 1917 members 
Mstep: Class 11 contains 41760 members 
Mstep: Class 12 contains 82871 members 
Mstep: Class 13 contains 12268 members 
Mstep: Class 14 contains 24074 members 
Mstep: Class 15 contains 10941 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 106520 members 
Mstep: Class 18 contains 19902 members 
Mstep: Class 19 contains 15400 members 
Mstep: Class 20 contains 119998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114724384.000000 Penalty: 60087.871094
Iteration 30Q: 19 clusters Score -1.147244e+08 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 82883 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 48832 members 
Mstep: Class 5 contains 69746 members 
Mstep: Class 6 contains 32862 members 
Mstep: Class 7 contains 20814 members 
Mstep: Class 8 contains 7349 members 
Mstep: Class 10 contains 1917 members 
Mstep: Class 11 contains 42171 members 
Mstep: Class 12 contains 82861 members 
Mstep: Class 13 contains 12493 members 
Mstep: Class 14 contains 24006 members 
Mstep: Class 15 contains 10945 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 106557 members 
Mstep: Class 18 contains 20032 members 
Mstep: Class 19 contains 15309 members 
Mstep: Class 20 contains 120040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114723752.000000 Penalty: 60087.871094
Iteration 31Q: 19 clusters Score -1.147238e+08 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 83894 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 47836 members 
Mstep: Class 5 contains 69333 members 
Mstep: Class 6 contains 32473 members 
Mstep: Class 7 contains 20850 members 
Mstep: Class 8 contains 7345 members 
Mstep: Class 10 contains 1916 members 
Mstep: Class 11 contains 42543 members 
Mstep: Class 12 contains 82868 members 
Mstep: Class 13 contains 12737 members 
Mstep: Class 14 contains 23938 members 
Mstep: Class 15 contains 10950 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 106652 members 
Mstep: Class 18 contains 20162 members 
Mstep: Class 19 contains 15235 members 
Mstep: Class 20 contains 120085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114722912.000000 Penalty: 60087.871094
Iteration 32Q: 19 clusters Score -1.147229e+08 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 84852 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 46849 members 
Mstep: Class 5 contains 68952 members 
Mstep: Class 6 contains 32057 members 
Mstep: Class 7 contains 20882 members 
Mstep: Class 8 contains 7329 members 
Mstep: Class 10 contains 1914 members 
Mstep: Class 11 contains 42889 members 
Mstep: Class 12 contains 82892 members 
Mstep: Class 13 contains 12991 members 
Mstep: Class 14 contains 23877 members 
Mstep: Class 15 contains 10956 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 106785 members 
Mstep: Class 18 contains 20292 members 
Mstep: Class 19 contains 15181 members 
Mstep: Class 20 contains 120119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114722456.000000 Penalty: 60087.871094
Iteration 33Q: 19 clusters Score -1.147225e+08 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 85720 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 45841 members 
Mstep: Class 5 contains 68601 members 
Mstep: Class 6 contains 31690 members 
Mstep: Class 7 contains 20914 members 
Mstep: Class 8 contains 7320 members 
Mstep: Class 10 contains 1912 members 
Mstep: Class 11 contains 43202 members 
Mstep: Class 12 contains 82909 members 
Mstep: Class 13 contains 13246 members 
Mstep: Class 14 contains 23834 members 
Mstep: Class 15 contains 10956 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 106961 members 
Mstep: Class 18 contains 20413 members 
Mstep: Class 19 contains 15125 members 
Mstep: Class 20 contains 120172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114722232.000000 Penalty: 60087.871094
Iteration 34Q: 19 clusters Score -1.147222e+08 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 86596 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 44893 members 
Mstep: Class 5 contains 68252 members 
Mstep: Class 6 contains 31368 members 
Mstep: Class 7 contains 20944 members 
Mstep: Class 8 contains 7319 members 
Mstep: Class 10 contains 1912 members 
Mstep: Class 11 contains 43463 members 
Mstep: Class 12 contains 82930 members 
Mstep: Class 13 contains 13419 members 
Mstep: Class 14 contains 23783 members 
Mstep: Class 15 contains 10957 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 107122 members 
Mstep: Class 18 contains 20535 members 
Mstep: Class 19 contains 15070 members 
Mstep: Class 20 contains 120251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114721808.000000 Penalty: 60087.871094
Iteration 35Q: 19 clusters Score -1.147218e+08 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 87411 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 44033 members 
Mstep: Class 5 contains 67951 members 
Mstep: Class 6 contains 31044 members 
Mstep: Class 7 contains 20984 members 
Mstep: Class 8 contains 7318 members 
Mstep: Class 10 contains 1911 members 
Mstep: Class 11 contains 43732 members 
Mstep: Class 12 contains 82971 members 
Mstep: Class 13 contains 13578 members 
Mstep: Class 14 contains 23706 members 
Mstep: Class 15 contains 10959 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 107297 members 
Mstep: Class 18 contains 20630 members 
Mstep: Class 19 contains 15024 members 
Mstep: Class 20 contains 120265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114721104.000000 Penalty: 60087.871094
Iteration 36Q: 19 clusters Score -1.147211e+08 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 88122 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 43228 members 
Mstep: Class 5 contains 67652 members 
Mstep: Class 6 contains 30796 members 
Mstep: Class 7 contains 21025 members 
Mstep: Class 8 contains 7314 members 
Mstep: Class 10 contains 1910 members 
Mstep: Class 11 contains 43978 members 
Mstep: Class 12 contains 83000 members 
Mstep: Class 13 contains 13715 members 
Mstep: Class 14 contains 23653 members 
Mstep: Class 15 contains 10958 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 107391 members 
Mstep: Class 18 contains 20743 members 
Mstep: Class 19 contains 14982 members 
Mstep: Class 20 contains 120347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114720776.000000 Penalty: 60087.871094
Iteration 37Q: 19 clusters Score -1.147208e+08 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 88752 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 42477 members 
Mstep: Class 5 contains 67414 members 
Mstep: Class 6 contains 30610 members 
Mstep: Class 7 contains 21060 members 
Mstep: Class 8 contains 7317 members 
Mstep: Class 10 contains 1908 members 
Mstep: Class 11 contains 44192 members 
Mstep: Class 12 contains 82985 members 
Mstep: Class 13 contains 13847 members 
Mstep: Class 14 contains 23595 members 
Mstep: Class 15 contains 10958 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 107527 members 
Mstep: Class 18 contains 20863 members 
Mstep: Class 19 contains 14932 members 
Mstep: Class 20 contains 120377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114720432.000000 Penalty: 60087.871094
Iteration 38Q: 19 clusters Score -1.147204e+08 nChanged 2739
Entering ConstructFrom: 
Score: -114720432.000000 Penalty: 60087.871094
Entering ConstructFrom: 
Trying to split cluster 1 (89360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89360 members 
Entering Unmasked Estep 
Score: -14309888.000000 Penalty: 2827.306396
	Iteration 0F: 2 clusters Score -1.430989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -14255448.000000 Penalty: 5654.612793
	Iteration 0F: 3 clusters Score -1.425545e+07 nChanged 42291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -14280840.000000 Penalty: 5654.612793
	Iteration 1F: 3 clusters Score -1.428084e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -14283651.000000 Penalty: 5654.612793
	Iteration 2F: 3 clusters Score -1.428365e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -14288125.000000 Penalty: 5654.612793
	Iteration 3F: 3 clusters Score -1.428812e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -14293952.000000 Penalty: 5654.612793
	Iteration 4F: 3 clusters Score -1.429395e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -14300588.000000 Penalty: 5654.612793
	Iteration 5F: 3 clusters Score -1.430059e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -14306040.000000 Penalty: 5654.612793
	Iteration 6F: 3 clusters Score -1.430604e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -14309822.000000 Penalty: 5654.612793
	Iteration 7F: 3 clusters Score -1.430982e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -14311904.000000 Penalty: 5654.612793
	Iteration 8Q: 3 clusters Score -1.43119e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58913 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -14313235.000000 Penalty: 5654.612793
	Iteration 9Q: 3 clusters Score -1.431324e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -14314309.000000 Penalty: 5654.612793
	Iteration 10Q: 3 clusters Score -1.431431e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -14315066.000000 Penalty: 5654.612793
	Iteration 11Q: 3 clusters Score -1.431507e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -14315619.000000 Penalty: 5654.612793
	Iteration 12Q: 3 clusters Score -1.431562e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58852 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -14316090.000000 Penalty: 5654.612793
	Iteration 13Q: 3 clusters Score -1.431609e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58773 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -14316384.000000 Penalty: 5654.612793
	Iteration 14Q: 3 clusters Score -1.431638e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -14316574.000000 Penalty: 5654.612793
	Iteration 15Q: 3 clusters Score -1.431657e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58577 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -14316774.000000 Penalty: 5654.612793
	Iteration 16Q: 3 clusters Score -1.431677e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -14316851.000000 Penalty: 5654.612793
	Iteration 17Q: 3 clusters Score -1.431685e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58229 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -14316914.000000 Penalty: 5654.612793
	Iteration 18Q: 3 clusters Score -1.431691e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -14317001.000000 Penalty: 5654.612793
	Iteration 19Q: 3 clusters Score -1.4317e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -14317066.000000 Penalty: 5654.612793
	Iteration 20F: 3 clusters Score -1.431707e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57552 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -14317122.000000 Penalty: 5654.612793
	Iteration 21Q: 3 clusters Score -1.431712e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -14317206.000000 Penalty: 5654.612793
	Iteration 22Q: 3 clusters Score -1.431721e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -14317273.000000 Penalty: 5654.612793
	Iteration 23Q: 3 clusters Score -1.431727e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -14317299.000000 Penalty: 5654.612793
	Iteration 24Q: 3 clusters Score -1.43173e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56494 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -14317395.000000 Penalty: 5654.612793
	Iteration 25Q: 3 clusters Score -1.43174e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -14317427.000000 Penalty: 5654.612793
	Iteration 26Q: 3 clusters Score -1.431743e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -14317431.000000 Penalty: 5654.612793
	Iteration 27Q: 3 clusters Score -1.431743e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55772 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -14317496.000000 Penalty: 5654.612793
	Iteration 28Q: 3 clusters Score -1.43175e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -14317557.000000 Penalty: 5654.612793
	Iteration 29Q: 3 clusters Score -1.431756e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -14317580.000000 Penalty: 5654.612793
	Iteration 30Q: 3 clusters Score -1.431758e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -14317611.000000 Penalty: 5654.612793
	Iteration 31Q: 3 clusters Score -1.431761e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -14317664.000000 Penalty: 5654.612793
	Iteration 32Q: 3 clusters Score -1.431766e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54688 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -14317684.000000 Penalty: 5654.612793
	Iteration 33Q: 3 clusters Score -1.431768e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -14317705.000000 Penalty: 5654.612793
	Iteration 34Q: 3 clusters Score -1.43177e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -14317715.000000 Penalty: 5654.612793
	Iteration 35Q: 3 clusters Score -1.431772e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -14317759.000000 Penalty: 5654.612793
	Iteration 36Q: 3 clusters Score -1.431776e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53791 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -14317764.000000 Penalty: 5654.612793
	Iteration 37Q: 3 clusters Score -1.431776e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -14317768.000000 Penalty: 5654.612793
	Iteration 38Q: 3 clusters Score -1.431777e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53419 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -14317736.000000 Penalty: 5654.612793
	Iteration 39Q: 3 clusters Score -1.431774e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -14317764.000000 Penalty: 5654.612793
	Iteration 40F: 3 clusters Score -1.431776e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -14317806.000000 Penalty: 5654.612793
	Iteration 41Q: 3 clusters Score -1.431781e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -14317825.000000 Penalty: 5654.612793
	Iteration 42Q: 3 clusters Score -1.431782e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -14317850.000000 Penalty: 5654.612793
	Iteration 43Q: 3 clusters Score -1.431785e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -14317880.000000 Penalty: 5654.612793
	Iteration 44Q: 3 clusters Score -1.431788e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -14317892.000000 Penalty: 5654.612793
	Iteration 45Q: 3 clusters Score -1.431789e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -14317882.000000 Penalty: 5654.612793
	Iteration 46Q: 3 clusters Score -1.431788e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52228 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -14317857.000000 Penalty: 5654.612793
	Iteration 47Q: 3 clusters Score -1.431786e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -14317848.000000 Penalty: 5654.612793
	Iteration 48Q: 3 clusters Score -1.431785e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -14317877.000000 Penalty: 5654.612793
	Iteration 49Q: 3 clusters Score -1.431788e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -14317911.000000 Penalty: 5654.612793
	Iteration 50Q: 3 clusters Score -1.431791e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -14317906.000000 Penalty: 5654.612793
	Iteration 51Q: 3 clusters Score -1.431791e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51636 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -14317890.000000 Penalty: 5654.612793
	Iteration 52Q: 3 clusters Score -1.431789e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -14317897.000000 Penalty: 5654.612793
	Iteration 53Q: 3 clusters Score -1.43179e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -14317905.000000 Penalty: 5654.612793
	Iteration 54Q: 3 clusters Score -1.43179e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51414 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -14317902.000000 Penalty: 5654.612793
	Iteration 55Q: 3 clusters Score -1.43179e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -14317900.000000 Penalty: 5654.612793
	Iteration 56Q: 3 clusters Score -1.43179e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -14317915.000000 Penalty: 5654.612793
	Iteration 57Q: 3 clusters Score -1.431792e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -14317928.000000 Penalty: 5654.612793
	Iteration 58Q: 3 clusters Score -1.431793e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -14317888.000000 Penalty: 5654.612793
	Iteration 59Q: 3 clusters Score -1.431789e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -14317906.000000 Penalty: 5654.612793
	Iteration 60F: 3 clusters Score -1.431791e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -14317892.000000 Penalty: 5654.612793
	Iteration 61Q: 3 clusters Score -1.431789e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -14317889.000000 Penalty: 5654.612793
	Iteration 62Q: 3 clusters Score -1.431789e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -14317889.000000 Penalty: 5654.612793
	Iteration 63Q: 3 clusters Score -1.431789e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -14317919.000000 Penalty: 5654.612793
	Iteration 64Q: 3 clusters Score -1.431792e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -14317905.000000 Penalty: 5654.612793
	Iteration 65Q: 3 clusters Score -1.43179e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -14317906.000000 Penalty: 5654.612793
	Iteration 66Q: 3 clusters Score -1.431791e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -14317904.000000 Penalty: 5654.612793
	Iteration 67Q: 3 clusters Score -1.43179e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -14317950.000000 Penalty: 5654.612793
	Iteration 68Q: 3 clusters Score -1.431795e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -14317940.000000 Penalty: 5654.612793
	Iteration 69Q: 3 clusters Score -1.431794e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50783 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -14317933.000000 Penalty: 5654.612793
	Iteration 70Q: 3 clusters Score -1.431793e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -14317953.000000 Penalty: 5654.612793
	Iteration 71Q: 3 clusters Score -1.431795e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -14317940.000000 Penalty: 5654.612793
	Iteration 72Q: 3 clusters Score -1.431794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -14317953.000000 Penalty: 5654.612793
	Iteration 73Q: 3 clusters Score -1.431795e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -14317934.000000 Penalty: 5654.612793
	Iteration 74Q: 3 clusters Score -1.431793e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -14317977.000000 Penalty: 5654.612793
	Iteration 75Q: 3 clusters Score -1.431798e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -14317966.000000 Penalty: 5654.612793
	Iteration 76Q: 3 clusters Score -1.431797e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -14317976.000000 Penalty: 5654.612793
	Iteration 77Q: 3 clusters Score -1.431798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -14317999.000000 Penalty: 5654.612793
	Iteration 78Q: 3 clusters Score -1.4318e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -14317970.000000 Penalty: 5654.612793
	Iteration 79Q: 3 clusters Score -1.431797e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -14317964.000000 Penalty: 5654.612793
	Iteration 80F: 3 clusters Score -1.431796e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -14317970.000000 Penalty: 5654.612793
	Iteration 81Q: 3 clusters Score -1.431797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -14317978.000000 Penalty: 5654.612793
	Iteration 82Q: 3 clusters Score -1.431798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -14317983.000000 Penalty: 5654.612793
	Iteration 83Q: 3 clusters Score -1.431798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -14317967.000000 Penalty: 5654.612793
	Iteration 84Q: 3 clusters Score -1.431797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -14317960.000000 Penalty: 5654.612793
	Iteration 85Q: 3 clusters Score -1.431796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -14317962.000000 Penalty: 5654.612793
	Iteration 86Q: 3 clusters Score -1.431796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -14317954.000000 Penalty: 5654.612793
	Iteration 87Q: 3 clusters Score -1.431795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -14317980.000000 Penalty: 5654.612793
	Iteration 88Q: 3 clusters Score -1.431798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -14317979.000000 Penalty: 5654.612793
	Iteration 89Q: 3 clusters Score -1.431798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -14317989.000000 Penalty: 5654.612793
	Iteration 90Q: 3 clusters Score -1.431799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -14317981.000000 Penalty: 5654.612793
	Iteration 91Q: 3 clusters Score -1.431798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -14317979.000000 Penalty: 5654.612793
	Iteration 92Q: 3 clusters Score -1.431798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -14317971.000000 Penalty: 5654.612793
	Iteration 93Q: 3 clusters Score -1.431797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -14317988.000000 Penalty: 5654.612793
	Iteration 94Q: 3 clusters Score -1.431799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -14317990.000000 Penalty: 5654.612793
	Iteration 95Q: 3 clusters Score -1.431799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -14317985.000000 Penalty: 5654.612793
	Iteration 96Q: 3 clusters Score -1.431798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -14317974.000000 Penalty: 5654.612793
	Iteration 97Q: 3 clusters Score -1.431797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -14317987.000000 Penalty: 5654.612793
	Iteration 98Q: 3 clusters Score -1.431799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -14317995.000000 Penalty: 5654.612793
	Iteration 99Q: 3 clusters Score -1.4318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -14317984.000000 Penalty: 5654.612793
	Iteration 100F: 3 clusters Score -1.431798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -14317979.000000 Penalty: 5654.612793
	Iteration 101Q: 3 clusters Score -1.431798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -14317979.000000 Penalty: 5654.612793
	Iteration 102F: 3 clusters Score -1.431798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 38875 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 41738 members 
Mstep: Class 5 contains 67201 members 
Mstep: Class 6 contains 30453 members 
Mstep: Class 7 contains 21090 members 
Mstep: Class 8 contains 7318 members 
Mstep: Class 10 contains 1908 members 
Mstep: Class 11 contains 44382 members 
Mstep: Class 12 contains 82991 members 
Mstep: Class 13 contains 13957 members 
Mstep: Class 14 contains 23551 members 
Mstep: Class 15 contains 10958 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 107645 members 
Mstep: Class 18 contains 20947 members 
Mstep: Class 19 contains 14890 members 
Mstep: Class 20 contains 120425 members 
Entering Unmasked Estep 
Score: -114727208.000000 Penalty: 63426.085938
Splitting cluster 1 changes total score from -114720432.000000 to -114727208.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (1037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Entering Unmasked Estep 
Score: -163567.562500 Penalty: 1722.133545
	Iteration 0F: 2 clusters Score -163567.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -161675.171875 Penalty: 3444.267090
	Iteration 0F: 3 clusters Score -161675.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -162103.593750 Penalty: 3444.267090
	Iteration 1F: 3 clusters Score -162103.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -162397.765625 Penalty: 3444.267090
	Iteration 2F: 3 clusters Score -162397.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -162561.796875 Penalty: 3444.267090
	Iteration 3F: 3 clusters Score -162561.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -162634.062500 Penalty: 3444.267090
	Iteration 4Q: 3 clusters Score -162634.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -162679.671875 Penalty: 3444.267090
	Iteration 5Q: 3 clusters Score -162679.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -162714.906250 Penalty: 3444.267090
	Iteration 6Q: 3 clusters Score -162714.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -162742.953125 Penalty: 3444.267090
	Iteration 7Q: 3 clusters Score -162743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -162766.125000 Penalty: 3444.267090
	Iteration 8Q: 3 clusters Score -162766.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -162787.140625 Penalty: 3444.267090
	Iteration 9Q: 3 clusters Score -162787.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -162818.765625 Penalty: 3444.267090
	Iteration 10Q: 3 clusters Score -162818.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -162843.218750 Penalty: 3444.267090
	Iteration 11Q: 3 clusters Score -162843.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -162857.000000 Penalty: 3444.267090
	Iteration 12Q: 3 clusters Score -162857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -162869.484375 Penalty: 3444.267090
	Iteration 13Q: 3 clusters Score -162869.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -162876.125000 Penalty: 3444.267090
	Iteration 14Q: 3 clusters Score -162876.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -162877.718750 Penalty: 3444.267090
	Iteration 15Q: 3 clusters Score -162877.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -162880.234375 Penalty: 3444.267090
	Iteration 16Q: 3 clusters Score -162880.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -162881.562500 Penalty: 3444.267090
	Iteration 17Q: 3 clusters Score -162881.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -162881.562500 Penalty: 3444.267090
	Iteration 18F: 3 clusters Score -162881.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Entering Unmasked Estep 
Score: -7302063.000000 Penalty: 2638.513428
	Iteration 0F: 2 clusters Score -7302063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -7273758.000000 Penalty: 5277.026855
	Iteration 0F: 3 clusters Score -7273758 nChanged 19069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -7284138.000000 Penalty: 5277.026855
	Iteration 1F: 3 clusters Score -7284138 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -7284647.000000 Penalty: 5277.026855
	Iteration 2Q: 3 clusters Score -7284647 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -7285108.500000 Penalty: 5277.026855
	Iteration 3Q: 3 clusters Score -7285108 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -7285634.000000 Penalty: 5277.026855
	Iteration 4Q: 3 clusters Score -7285634 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -7286007.000000 Penalty: 5277.026855
	Iteration 5Q: 3 clusters Score -7286007 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -7286620.500000 Penalty: 5277.026855
	Iteration 6Q: 3 clusters Score -7286620 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -7287445.500000 Penalty: 5277.026855
	Iteration 7Q: 3 clusters Score -7287446 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -7288669.500000 Penalty: 5277.026855
	Iteration 8Q: 3 clusters Score -7288670 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -7290675.500000 Penalty: 5277.026855
	Iteration 9F: 3 clusters Score -7290676 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -7294356.500000 Penalty: 5277.026855
	Iteration 10F: 3 clusters Score -7294356 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -7301899.500000 Penalty: 5277.026855
	Iteration 11F: 3 clusters Score -7301900 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -7314508.500000 Penalty: 5277.026855
	Iteration 12F: 3 clusters Score -7314508 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -7321012.500000 Penalty: 5277.026855
	Iteration 13Q: 3 clusters Score -7321012 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -7322488.000000 Penalty: 5277.026855
	Iteration 14Q: 3 clusters Score -7322488 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -7322751.000000 Penalty: 5277.026855
	Iteration 15Q: 3 clusters Score -7322751 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -7322806.000000 Penalty: 5277.026855
	Iteration 16Q: 3 clusters Score -7322806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -7322799.500000 Penalty: 5277.026855
	Iteration 17Q: 3 clusters Score -7322800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -7322802.500000 Penalty: 5277.026855
	Iteration 18Q: 3 clusters Score -7322802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -7322787.000000 Penalty: 5277.026855
	Iteration 19Q: 3 clusters Score -7322787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -7322792.500000 Penalty: 5277.026855
	Iteration 20F: 3 clusters Score -7322792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 38875 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 23057 members 
Mstep: Class 5 contains 67201 members 
Mstep: Class 6 contains 30453 members 
Mstep: Class 7 contains 21090 members 
Mstep: Class 8 contains 7318 members 
Mstep: Class 9 contains 18681 members 
Mstep: Class 10 contains 1908 members 
Mstep: Class 11 contains 44382 members 
Mstep: Class 12 contains 82991 members 
Mstep: Class 13 contains 13957 members 
Mstep: Class 14 contains 23551 members 
Mstep: Class 15 contains 10958 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 107645 members 
Mstep: Class 18 contains 20947 members 
Mstep: Class 19 contains 14890 members 
Mstep: Class 20 contains 120425 members 
Entering Unmasked Estep 
Score: -114747624.000000 Penalty: 66764.304688
Splitting cluster 4 changes total score from -114720432.000000 to -114747624.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 5 (67201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67201 members 
Entering Unmasked Estep 
Score: -11268294.000000 Penalty: 2756.629883
	Iteration 0F: 2 clusters Score -1.126829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -11224804.000000 Penalty: 5513.259766
	Iteration 0F: 3 clusters Score -1.12248e+07 nChanged 31455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -11242662.000000 Penalty: 5513.259766
	Iteration 1F: 3 clusters Score -1.124266e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -11244012.000000 Penalty: 5513.259766
	Iteration 2Q: 3 clusters Score -1.124401e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -11245693.000000 Penalty: 5513.259766
	Iteration 3F: 3 clusters Score -1.124569e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -11247822.000000 Penalty: 5513.259766
	Iteration 4F: 3 clusters Score -1.124782e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -11250417.000000 Penalty: 5513.259766
	Iteration 5F: 3 clusters Score -1.125042e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -11253162.000000 Penalty: 5513.259766
	Iteration 6F: 3 clusters Score -1.125316e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -11255973.000000 Penalty: 5513.259766
	Iteration 7F: 3 clusters Score -1.125597e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -11258508.000000 Penalty: 5513.259766
	Iteration 8F: 3 clusters Score -1.125851e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -11260610.000000 Penalty: 5513.259766
	Iteration 9Q: 3 clusters Score -1.126061e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -11262199.000000 Penalty: 5513.259766
	Iteration 10Q: 3 clusters Score -1.12622e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -11263217.000000 Penalty: 5513.259766
	Iteration 11Q: 3 clusters Score -1.126322e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -11264037.000000 Penalty: 5513.259766
	Iteration 12Q: 3 clusters Score -1.126404e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -11264619.000000 Penalty: 5513.259766
	Iteration 13Q: 3 clusters Score -1.126462e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -11265068.000000 Penalty: 5513.259766
	Iteration 14Q: 3 clusters Score -1.126507e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -11265468.000000 Penalty: 5513.259766
	Iteration 15Q: 3 clusters Score -1.126547e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -11265838.000000 Penalty: 5513.259766
	Iteration 16Q: 3 clusters Score -1.126584e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -11266223.000000 Penalty: 5513.259766
	Iteration 17Q: 3 clusters Score -1.126622e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -11266488.000000 Penalty: 5513.259766
	Iteration 18Q: 3 clusters Score -1.126649e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -11266781.000000 Penalty: 5513.259766
	Iteration 19Q: 3 clusters Score -1.126678e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -11267057.000000 Penalty: 5513.259766
	Iteration 20F: 3 clusters Score -1.126706e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -11267299.000000 Penalty: 5513.259766
	Iteration 21Q: 3 clusters Score -1.12673e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -11267549.000000 Penalty: 5513.259766
	Iteration 22Q: 3 clusters Score -1.126755e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -11267745.000000 Penalty: 5513.259766
	Iteration 23Q: 3 clusters Score -1.126774e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -11267911.000000 Penalty: 5513.259766
	Iteration 24Q: 3 clusters Score -1.126791e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -11268066.000000 Penalty: 5513.259766
	Iteration 25Q: 3 clusters Score -1.126807e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -11268190.000000 Penalty: 5513.259766
	Iteration 26Q: 3 clusters Score -1.126819e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -11268387.000000 Penalty: 5513.259766
	Iteration 27Q: 3 clusters Score -1.126839e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -11268647.000000 Penalty: 5513.259766
	Iteration 28Q: 3 clusters Score -1.126865e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -11268978.000000 Penalty: 5513.259766
	Iteration 29Q: 3 clusters Score -1.126898e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -11269425.000000 Penalty: 5513.259766
	Iteration 30Q: 3 clusters Score -1.126942e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -11270367.000000 Penalty: 5513.259766
	Iteration 31Q: 3 clusters Score -1.127037e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -11272512.000000 Penalty: 5513.259766
	Iteration 32Q: 3 clusters Score -1.127251e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -11274805.000000 Penalty: 5513.259766
	Iteration 33Q: 3 clusters Score -1.12748e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -11275608.000000 Penalty: 5513.259766
	Iteration 34Q: 3 clusters Score -1.127561e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -11275967.000000 Penalty: 5513.259766
	Iteration 35Q: 3 clusters Score -1.127597e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -11276147.000000 Penalty: 5513.259766
	Iteration 36Q: 3 clusters Score -1.127615e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -11276201.000000 Penalty: 5513.259766
	Iteration 37Q: 3 clusters Score -1.12762e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -11276254.000000 Penalty: 5513.259766
	Iteration 38Q: 3 clusters Score -1.127625e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -11276296.000000 Penalty: 5513.259766
	Iteration 39Q: 3 clusters Score -1.12763e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -11276346.000000 Penalty: 5513.259766
	Iteration 40F: 3 clusters Score -1.127635e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -11276358.000000 Penalty: 5513.259766
	Iteration 41Q: 3 clusters Score -1.127636e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -11276362.000000 Penalty: 5513.259766
	Iteration 42Q: 3 clusters Score -1.127636e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -11276372.000000 Penalty: 5513.259766
	Iteration 43Q: 3 clusters Score -1.127637e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -11276386.000000 Penalty: 5513.259766
	Iteration 44Q: 3 clusters Score -1.127639e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -11276387.000000 Penalty: 5513.259766
	Iteration 45Q: 3 clusters Score -1.127639e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -11276403.000000 Penalty: 5513.259766
	Iteration 46Q: 3 clusters Score -1.12764e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -11276418.000000 Penalty: 5513.259766
	Iteration 47Q: 3 clusters Score -1.127642e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -11276437.000000 Penalty: 5513.259766
	Iteration 48Q: 3 clusters Score -1.127644e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -11276455.000000 Penalty: 5513.259766
	Iteration 49Q: 3 clusters Score -1.127646e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -11276458.000000 Penalty: 5513.259766
	Iteration 50Q: 3 clusters Score -1.127646e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -11276429.000000 Penalty: 5513.259766
	Iteration 51Q: 3 clusters Score -1.127643e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -11276423.000000 Penalty: 5513.259766
	Iteration 52Q: 3 clusters Score -1.127642e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -11276423.000000 Penalty: 5513.259766
	Iteration 53Q: 3 clusters Score -1.127642e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -11276419.000000 Penalty: 5513.259766
	Iteration 54Q: 3 clusters Score -1.127642e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -11276429.000000 Penalty: 5513.259766
	Iteration 55Q: 3 clusters Score -1.127643e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -11276418.000000 Penalty: 5513.259766
	Iteration 56Q: 3 clusters Score -1.127642e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -11276418.000000 Penalty: 5513.259766
	Iteration 57Q: 3 clusters Score -1.127642e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -11276429.000000 Penalty: 5513.259766
	Iteration 58Q: 3 clusters Score -1.127643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -11276419.000000 Penalty: 5513.259766
	Iteration 59Q: 3 clusters Score -1.127642e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -11276422.000000 Penalty: 5513.259766
	Iteration 60F: 3 clusters Score -1.127642e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -11276428.000000 Penalty: 5513.259766
	Iteration 61Q: 3 clusters Score -1.127643e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -11276436.000000 Penalty: 5513.259766
	Iteration 62Q: 3 clusters Score -1.127644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -11276441.000000 Penalty: 5513.259766
	Iteration 63Q: 3 clusters Score -1.127644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -11276444.000000 Penalty: 5513.259766
	Iteration 64Q: 3 clusters Score -1.127644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -11276443.000000 Penalty: 5513.259766
	Iteration 65Q: 3 clusters Score -1.127644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -11276440.000000 Penalty: 5513.259766
	Iteration 66Q: 3 clusters Score -1.127644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -11276442.000000 Penalty: 5513.259766
	Iteration 67Q: 3 clusters Score -1.127644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -11276434.000000 Penalty: 5513.259766
	Iteration 68Q: 3 clusters Score -1.127643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -11276437.000000 Penalty: 5513.259766
	Iteration 69Q: 3 clusters Score -1.127644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -11276427.000000 Penalty: 5513.259766
	Iteration 70Q: 3 clusters Score -1.127643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -11276436.000000 Penalty: 5513.259766
	Iteration 71Q: 3 clusters Score -1.127644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -11276430.000000 Penalty: 5513.259766
	Iteration 72Q: 3 clusters Score -1.127643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -11276420.000000 Penalty: 5513.259766
	Iteration 73Q: 3 clusters Score -1.127642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -11276415.000000 Penalty: 5513.259766
	Iteration 74Q: 3 clusters Score -1.127642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -11276414.000000 Penalty: 5513.259766
	Iteration 75Q: 3 clusters Score -1.127641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -11276426.000000 Penalty: 5513.259766
	Iteration 76Q: 3 clusters Score -1.127643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -11276429.000000 Penalty: 5513.259766
	Iteration 77Q: 3 clusters Score -1.127643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -11276429.000000 Penalty: 5513.259766
	Iteration 78Q: 3 clusters Score -1.127643e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -11276420.000000 Penalty: 5513.259766
	Iteration 79Q: 3 clusters Score -1.127642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -11276420.000000 Penalty: 5513.259766
	Iteration 80F: 3 clusters Score -1.127642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -11276418.000000 Penalty: 5513.259766
	Iteration 81Q: 3 clusters Score -1.127642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -11276441.000000 Penalty: 5513.259766
	Iteration 82Q: 3 clusters Score -1.127644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -11276438.000000 Penalty: 5513.259766
	Iteration 83Q: 3 clusters Score -1.127644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -11276421.000000 Penalty: 5513.259766
	Iteration 84Q: 3 clusters Score -1.127642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -11276422.000000 Penalty: 5513.259766
	Iteration 85Q: 3 clusters Score -1.127642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -11276425.000000 Penalty: 5513.259766
	Iteration 86Q: 3 clusters Score -1.127642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -11276421.000000 Penalty: 5513.259766
	Iteration 87Q: 3 clusters Score -1.127642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -11276421.000000 Penalty: 5513.259766
	Iteration 88F: 3 clusters Score -1.127642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 38875 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 23057 members 
Mstep: Class 5 contains 32000 members 
Mstep: Class 6 contains 30453 members 
Mstep: Class 7 contains 21090 members 
Mstep: Class 8 contains 7318 members 
Mstep: Class 9 contains 18681 members 
Mstep: Class 10 contains 1908 members 
Mstep: Class 11 contains 44382 members 
Mstep: Class 12 contains 82991 members 
Mstep: Class 13 contains 13957 members 
Mstep: Class 14 contains 23551 members 
Mstep: Class 15 contains 10958 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 107645 members 
Mstep: Class 18 contains 20947 members 
Mstep: Class 19 contains 14890 members 
Mstep: Class 20 contains 120425 members 
Mstep: Class 21 contains 35201 members 
Entering Unmasked Estep 
Score: -114755264.000000 Penalty: 70102.515625
Splitting cluster 5 changes total score from -114720432.000000 to -114755264.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (30453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Entering Unmasked Estep 
Score: -4867412.000000 Penalty: 2560.336914
	Iteration 0F: 2 clusters Score -4867412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -4846598.000000 Penalty: 5120.673828
	Iteration 0F: 3 clusters Score -4846598 nChanged 13680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -4854226.500000 Penalty: 5120.673828
	Iteration 1F: 3 clusters Score -4854226 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -4855222.500000 Penalty: 5120.673828
	Iteration 2F: 3 clusters Score -4855222 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -4856845.500000 Penalty: 5120.673828
	Iteration 3F: 3 clusters Score -4856846 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -4859765.500000 Penalty: 5120.673828
	Iteration 4F: 3 clusters Score -4859766 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -4863062.000000 Penalty: 5120.673828
	Iteration 5F: 3 clusters Score -4863062 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -4865252.500000 Penalty: 5120.673828
	Iteration 6F: 3 clusters Score -4865252 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -4866565.000000 Penalty: 5120.673828
	Iteration 7F: 3 clusters Score -4866565 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -4867398.500000 Penalty: 5120.673828
	Iteration 8Q: 3 clusters Score -4867398 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -4867909.500000 Penalty: 5120.673828
	Iteration 9Q: 3 clusters Score -4867910 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -4868238.000000 Penalty: 5120.673828
	Iteration 10Q: 3 clusters Score -4868238 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -4868438.000000 Penalty: 5120.673828
	Iteration 11Q: 3 clusters Score -4868438 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -4868578.000000 Penalty: 5120.673828
	Iteration 12Q: 3 clusters Score -4868578 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -4868663.500000 Penalty: 5120.673828
	Iteration 13Q: 3 clusters Score -4868664 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -4868723.000000 Penalty: 5120.673828
	Iteration 14Q: 3 clusters Score -4868723 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -4868796.000000 Penalty: 5120.673828
	Iteration 15Q: 3 clusters Score -4868796 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -4868849.000000 Penalty: 5120.673828
	Iteration 16Q: 3 clusters Score -4868849 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -4868898.000000 Penalty: 5120.673828
	Iteration 17Q: 3 clusters Score -4868898 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -4868944.500000 Penalty: 5120.673828
	Iteration 18Q: 3 clusters Score -4868944 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -4868998.000000 Penalty: 5120.673828
	Iteration 19Q: 3 clusters Score -4868998 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -4869052.500000 Penalty: 5120.673828
	Iteration 20F: 3 clusters Score -4869052 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -4869079.000000 Penalty: 5120.673828
	Iteration 21Q: 3 clusters Score -4869079 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -4869142.500000 Penalty: 5120.673828
	Iteration 22Q: 3 clusters Score -4869142 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -4869168.000000 Penalty: 5120.673828
	Iteration 23Q: 3 clusters Score -4869168 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -4869199.000000 Penalty: 5120.673828
	Iteration 24Q: 3 clusters Score -4869199 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -4869231.500000 Penalty: 5120.673828
	Iteration 25Q: 3 clusters Score -4869232 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -4869270.000000 Penalty: 5120.673828
	Iteration 26Q: 3 clusters Score -4869270 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -4869279.000000 Penalty: 5120.673828
	Iteration 27Q: 3 clusters Score -4869279 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -4869332.500000 Penalty: 5120.673828
	Iteration 28Q: 3 clusters Score -4869332 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -4869361.000000 Penalty: 5120.673828
	Iteration 29Q: 3 clusters Score -4869361 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -4869383.000000 Penalty: 5120.673828
	Iteration 30Q: 3 clusters Score -4869383 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -4869401.000000 Penalty: 5120.673828
	Iteration 31Q: 3 clusters Score -4869401 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -4869426.000000 Penalty: 5120.673828
	Iteration 32Q: 3 clusters Score -4869426 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -4869452.500000 Penalty: 5120.673828
	Iteration 33Q: 3 clusters Score -4869452 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -4869462.000000 Penalty: 5120.673828
	Iteration 34Q: 3 clusters Score -4869462 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -4869493.000000 Penalty: 5120.673828
	Iteration 35Q: 3 clusters Score -4869493 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -4869496.500000 Penalty: 5120.673828
	Iteration 36Q: 3 clusters Score -4869496 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -4869511.500000 Penalty: 5120.673828
	Iteration 37Q: 3 clusters Score -4869512 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -4869544.000000 Penalty: 5120.673828
	Iteration 38Q: 3 clusters Score -4869544 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -4869586.000000 Penalty: 5120.673828
	Iteration 39Q: 3 clusters Score -4869586 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -4869593.000000 Penalty: 5120.673828
	Iteration 40F: 3 clusters Score -4869593 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -4869602.500000 Penalty: 5120.673828
	Iteration 41Q: 3 clusters Score -4869602 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -4869611.500000 Penalty: 5120.673828
	Iteration 42Q: 3 clusters Score -4869612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -4869627.000000 Penalty: 5120.673828
	Iteration 43Q: 3 clusters Score -4869627 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -4869625.000000 Penalty: 5120.673828
	Iteration 44Q: 3 clusters Score -4869625 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -4869614.000000 Penalty: 5120.673828
	Iteration 45Q: 3 clusters Score -4869614 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -4869639.000000 Penalty: 5120.673828
	Iteration 46Q: 3 clusters Score -4869639 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -4869626.000000 Penalty: 5120.673828
	Iteration 47Q: 3 clusters Score -4869626 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -4869638.500000 Penalty: 5120.673828
	Iteration 48Q: 3 clusters Score -4869638 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -4869648.000000 Penalty: 5120.673828
	Iteration 49Q: 3 clusters Score -4869648 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -4869667.500000 Penalty: 5120.673828
	Iteration 50Q: 3 clusters Score -4869668 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -4869674.000000 Penalty: 5120.673828
	Iteration 51Q: 3 clusters Score -4869674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -4869690.500000 Penalty: 5120.673828
	Iteration 52Q: 3 clusters Score -4869690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -4869688.500000 Penalty: 5120.673828
	Iteration 53Q: 3 clusters Score -4869688 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -4869695.000000 Penalty: 5120.673828
	Iteration 54Q: 3 clusters Score -4869695 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -4869696.000000 Penalty: 5120.673828
	Iteration 55Q: 3 clusters Score -4869696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -4869705.000000 Penalty: 5120.673828
	Iteration 56Q: 3 clusters Score -4869705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -4869698.500000 Penalty: 5120.673828
	Iteration 57Q: 3 clusters Score -4869698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -4869712.500000 Penalty: 5120.673828
	Iteration 58Q: 3 clusters Score -4869712 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -4869713.000000 Penalty: 5120.673828
	Iteration 59Q: 3 clusters Score -4869713 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -4869730.000000 Penalty: 5120.673828
	Iteration 60F: 3 clusters Score -4869730 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -4869757.500000 Penalty: 5120.673828
	Iteration 61Q: 3 clusters Score -4869758 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -4869776.500000 Penalty: 5120.673828
	Iteration 62Q: 3 clusters Score -4869776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4869806 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4869817 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4869837 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -4869842.500000 Penalty: 5120.673828
	Iteration 66Q: 3 clusters Score -4869842 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4869850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4869858 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4869874 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4869898 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -4869922.000000 Penalty: 5120.673828
	Iteration 71Q: 3 clusters Score -4869922 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4869949 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4869968 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -4869980.000000 Penalty: 5120.673828
	Iteration 74Q: 3 clusters Score -4869980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4869992 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4870008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -4870023.500000 Penalty: 5120.673828
	Iteration 77Q: 3 clusters Score -4870024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4870025 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -4870031.500000 Penalty: 5120.673828
	Iteration 79Q: 3 clusters Score -4870032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -4870053.500000 Penalty: 5120.673828
	Iteration 80F: 3 clusters Score -4870054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -4870065.000000 Penalty: 5120.673828
	Iteration 81Q: 3 clusters Score -4870065 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4870083 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -4870093.000000 Penalty: 5120.673828
	Iteration 83Q: 3 clusters Score -4870093 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -4870107.000000 Penalty: 5120.673828
	Iteration 84Q: 3 clusters Score -4870107 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -4870115.000000 Penalty: 5120.673828
	Iteration 85Q: 3 clusters Score -4870115 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -4870136.500000 Penalty: 5120.673828
	Iteration 86Q: 3 clusters Score -4870136 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -4870163.000000 Penalty: 5120.673828
	Iteration 87Q: 3 clusters Score -4870163 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4870156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -4870178.000000 Penalty: 5120.673828
	Iteration 89Q: 3 clusters Score -4870178 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4870193 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -4870204.000000 Penalty: 5120.673828
	Iteration 91Q: 3 clusters Score -4870204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -4870214.500000 Penalty: 5120.673828
	Iteration 92Q: 3 clusters Score -4870214 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -4870234.500000 Penalty: 5120.673828
	Iteration 93Q: 3 clusters Score -4870234 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -4870255.500000 Penalty: 5120.673828
	Iteration 94Q: 3 clusters Score -4870256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4870266 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -4870278.000000 Penalty: 5120.673828
	Iteration 96Q: 3 clusters Score -4870278 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -4870303.000000 Penalty: 5120.673828
	Iteration 97Q: 3 clusters Score -4870303 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -4870318.000000 Penalty: 5120.673828
	Iteration 98Q: 3 clusters Score -4870318 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -4870332.500000 Penalty: 5120.673828
	Iteration 99Q: 3 clusters Score -4870332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -4870334.000000 Penalty: 5120.673828
	Iteration 100F: 3 clusters Score -4870334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -4870335.500000 Penalty: 5120.673828
	Iteration 101Q: 3 clusters Score -4870336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -4870351.500000 Penalty: 5120.673828
	Iteration 102Q: 3 clusters Score -4870352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -4870354.500000 Penalty: 5120.673828
	Iteration 103Q: 3 clusters Score -4870354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -4870355.500000 Penalty: 5120.673828
	Iteration 104Q: 3 clusters Score -4870356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -4870371.500000 Penalty: 5120.673828
	Iteration 105Q: 3 clusters Score -4870372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -4870383.000000 Penalty: 5120.673828
	Iteration 106Q: 3 clusters Score -4870383 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -4870390.500000 Penalty: 5120.673828
	Iteration 107Q: 3 clusters Score -4870390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -4870394.500000 Penalty: 5120.673828
	Iteration 108Q: 3 clusters Score -4870394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -4870410.500000 Penalty: 5120.673828
	Iteration 109Q: 3 clusters Score -4870410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -4870424.500000 Penalty: 5120.673828
	Iteration 110Q: 3 clusters Score -4870424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -4870427.000000 Penalty: 5120.673828
	Iteration 111Q: 3 clusters Score -4870427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -4870432.000000 Penalty: 5120.673828
	Iteration 112Q: 3 clusters Score -4870432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -4870447.500000 Penalty: 5120.673828
	Iteration 113Q: 3 clusters Score -4870448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -4870437.000000 Penalty: 5120.673828
	Iteration 114Q: 3 clusters Score -4870437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -4870440.000000 Penalty: 5120.673828
	Iteration 115Q: 3 clusters Score -4870440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -4870440.000000 Penalty: 5120.673828
	Iteration 116Q: 3 clusters Score -4870440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -4870452.500000 Penalty: 5120.673828
	Iteration 117Q: 3 clusters Score -4870452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -4870456.000000 Penalty: 5120.673828
	Iteration 118Q: 3 clusters Score -4870456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -4870460.000000 Penalty: 5120.673828
	Iteration 119Q: 3 clusters Score -4870460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -4870469.000000 Penalty: 5120.673828
	Iteration 120F: 3 clusters Score -4870469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -4870484.000000 Penalty: 5120.673828
	Iteration 121Q: 3 clusters Score -4870484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -4870480.000000 Penalty: 5120.673828
	Iteration 122Q: 3 clusters Score -4870480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -4870490.000000 Penalty: 5120.673828
	Iteration 123Q: 3 clusters Score -4870490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -4870499.000000 Penalty: 5120.673828
	Iteration 124Q: 3 clusters Score -4870499 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -4870514.000000 Penalty: 5120.673828
	Iteration 125Q: 3 clusters Score -4870514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -4870525.000000 Penalty: 5120.673828
	Iteration 126Q: 3 clusters Score -4870525 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -4870543.000000 Penalty: 5120.673828
	Iteration 127Q: 3 clusters Score -4870543 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -4870551.000000 Penalty: 5120.673828
	Iteration 128Q: 3 clusters Score -4870551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -4870548.000000 Penalty: 5120.673828
	Iteration 129Q: 3 clusters Score -4870548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -4870551.500000 Penalty: 5120.673828
	Iteration 130Q: 3 clusters Score -4870552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -4870545.500000 Penalty: 5120.673828
	Iteration 131Q: 3 clusters Score -4870546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -4870538.500000 Penalty: 5120.673828
	Iteration 132Q: 3 clusters Score -4870538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -4870548.000000 Penalty: 5120.673828
	Iteration 133Q: 3 clusters Score -4870548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -4870554.500000 Penalty: 5120.673828
	Iteration 134Q: 3 clusters Score -4870554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -4870540.000000 Penalty: 5120.673828
	Iteration 135Q: 3 clusters Score -4870540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -4870548.000000 Penalty: 5120.673828
	Iteration 136Q: 3 clusters Score -4870548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -4870560.500000 Penalty: 5120.673828
	Iteration 137Q: 3 clusters Score -4870560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -4870566.000000 Penalty: 5120.673828
	Iteration 138Q: 3 clusters Score -4870566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -4870556.500000 Penalty: 5120.673828
	Iteration 139Q: 3 clusters Score -4870556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -4870558.500000 Penalty: 5120.673828
	Iteration 140F: 3 clusters Score -4870558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -4870562.000000 Penalty: 5120.673828
	Iteration 141Q: 3 clusters Score -4870562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -4870559.500000 Penalty: 5120.673828
	Iteration 142Q: 3 clusters Score -4870560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -4870561.500000 Penalty: 5120.673828
	Iteration 143Q: 3 clusters Score -4870562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -4870559.000000 Penalty: 5120.673828
	Iteration 144Q: 3 clusters Score -4870559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -4870570.500000 Penalty: 5120.673828
	Iteration 145Q: 3 clusters Score -4870570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -4870568.500000 Penalty: 5120.673828
	Iteration 146Q: 3 clusters Score -4870568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -4870562.000000 Penalty: 5120.673828
	Iteration 147Q: 3 clusters Score -4870562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -4870566.500000 Penalty: 5120.673828
	Iteration 148Q: 3 clusters Score -4870566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -4870566.500000 Penalty: 5120.673828
	Iteration 149F: 3 clusters Score -4870566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 38875 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 23057 members 
Mstep: Class 5 contains 32000 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 21090 members 
Mstep: Class 8 contains 7318 members 
Mstep: Class 9 contains 18681 members 
Mstep: Class 10 contains 1908 members 
Mstep: Class 11 contains 44382 members 
Mstep: Class 12 contains 82991 members 
Mstep: Class 13 contains 13957 members 
Mstep: Class 14 contains 23551 members 
Mstep: Class 15 contains 10958 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 107645 members 
Mstep: Class 18 contains 20947 members 
Mstep: Class 19 contains 14890 members 
Mstep: Class 20 contains 120425 members 
Mstep: Class 21 contains 35201 members 
Mstep: Class 22 contains 27405 members 
Entering Unmasked Estep 
Score: -114757808.000000 Penalty: 73440.734375
Splitting cluster 6 changes total score from -114720432.000000 to -114757808.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (21090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Entering Unmasked Estep 
Score: -3522489.000000 Penalty: 2469.225586
	Iteration 0F: 2 clusters Score -3522489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3507813.000000 Penalty: 4938.451172
	Iteration 0F: 3 clusters Score -3507813 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -3513984.750000 Penalty: 4938.451172
	Iteration 1F: 3 clusters Score -3513985 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -3517075.000000 Penalty: 4938.451172
	Iteration 2F: 3 clusters Score -3517075 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -3521705.500000 Penalty: 4938.451172
	Iteration 3F: 3 clusters Score -3521706 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -3525108.750000 Penalty: 4938.451172
	Iteration 4F: 3 clusters Score -3525109 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -3526415.250000 Penalty: 4938.451172
	Iteration 5F: 3 clusters Score -3526415 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -3526830.250000 Penalty: 4938.451172
	Iteration 6Q: 3 clusters Score -3526830 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -3527008.750000 Penalty: 4938.451172
	Iteration 7Q: 3 clusters Score -3527009 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3527129.250000 Penalty: 4938.451172
	Iteration 8Q: 3 clusters Score -3527129 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -3527229.000000 Penalty: 4938.451172
	Iteration 9Q: 3 clusters Score -3527229 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -3527317.250000 Penalty: 4938.451172
	Iteration 10Q: 3 clusters Score -3527317 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3527408.750000 Penalty: 4938.451172
	Iteration 11Q: 3 clusters Score -3527409 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -3527477.750000 Penalty: 4938.451172
	Iteration 12Q: 3 clusters Score -3527478 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -3527548.250000 Penalty: 4938.451172
	Iteration 13Q: 3 clusters Score -3527548 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -3527623.750000 Penalty: 4938.451172
	Iteration 14Q: 3 clusters Score -3527624 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -3527669.250000 Penalty: 4938.451172
	Iteration 15Q: 3 clusters Score -3527669 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -3527698.750000 Penalty: 4938.451172
	Iteration 16Q: 3 clusters Score -3527699 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -3527754.750000 Penalty: 4938.451172
	Iteration 17Q: 3 clusters Score -3527755 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -3527810.000000 Penalty: 4938.451172
	Iteration 18Q: 3 clusters Score -3527810 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -3527854.750000 Penalty: 4938.451172
	Iteration 19Q: 3 clusters Score -3527855 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -3527904.000000 Penalty: 4938.451172
	Iteration 20F: 3 clusters Score -3527904 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -3527966.750000 Penalty: 4938.451172
	Iteration 21Q: 3 clusters Score -3527967 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -3528020.750000 Penalty: 4938.451172
	Iteration 22Q: 3 clusters Score -3528021 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -3528077.500000 Penalty: 4938.451172
	Iteration 23Q: 3 clusters Score -3528078 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3528119.750000 Penalty: 4938.451172
	Iteration 24Q: 3 clusters Score -3528120 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -3528186.500000 Penalty: 4938.451172
	Iteration 25Q: 3 clusters Score -3528186 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -3528255.250000 Penalty: 4938.451172
	Iteration 26Q: 3 clusters Score -3528255 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3528353.000000 Penalty: 4938.451172
	Iteration 27Q: 3 clusters Score -3528353 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -3528515.250000 Penalty: 4938.451172
	Iteration 28Q: 3 clusters Score -3528515 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -3528690.250000 Penalty: 4938.451172
	Iteration 29Q: 3 clusters Score -3528690 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -3528880.500000 Penalty: 4938.451172
	Iteration 30Q: 3 clusters Score -3528880 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -3529093.500000 Penalty: 4938.451172
	Iteration 31Q: 3 clusters Score -3529094 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -3529238.750000 Penalty: 4938.451172
	Iteration 32Q: 3 clusters Score -3529239 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3529324.250000 Penalty: 4938.451172
	Iteration 33Q: 3 clusters Score -3529324 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3529368.000000 Penalty: 4938.451172
	Iteration 34Q: 3 clusters Score -3529368 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -3529393.250000 Penalty: 4938.451172
	Iteration 35Q: 3 clusters Score -3529393 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3529399.250000 Penalty: 4938.451172
	Iteration 36Q: 3 clusters Score -3529399 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -3529411.250000 Penalty: 4938.451172
	Iteration 37Q: 3 clusters Score -3529411 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -3529423.250000 Penalty: 4938.451172
	Iteration 38Q: 3 clusters Score -3529423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -3529440.000000 Penalty: 4938.451172
	Iteration 39Q: 3 clusters Score -3529440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -3529438.250000 Penalty: 4938.451172
	Iteration 40F: 3 clusters Score -3529438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -3529441.750000 Penalty: 4938.451172
	Iteration 41Q: 3 clusters Score -3529442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3529430.000000 Penalty: 4938.451172
	Iteration 42Q: 3 clusters Score -3529430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -3529440.750000 Penalty: 4938.451172
	Iteration 43Q: 3 clusters Score -3529441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -3529444.750000 Penalty: 4938.451172
	Iteration 44Q: 3 clusters Score -3529445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -3529447.000000 Penalty: 4938.451172
	Iteration 45Q: 3 clusters Score -3529447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -3529446.500000 Penalty: 4938.451172
	Iteration 46Q: 3 clusters Score -3529446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3529438.500000 Penalty: 4938.451172
	Iteration 47Q: 3 clusters Score -3529438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3529440.750000 Penalty: 4938.451172
	Iteration 48Q: 3 clusters Score -3529441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3529435.000000 Penalty: 4938.451172
	Iteration 49Q: 3 clusters Score -3529435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -3529439.250000 Penalty: 4938.451172
	Iteration 50Q: 3 clusters Score -3529439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -3529437.250000 Penalty: 4938.451172
	Iteration 51Q: 3 clusters Score -3529437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3529443.250000 Penalty: 4938.451172
	Iteration 52Q: 3 clusters Score -3529443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -3529441.250000 Penalty: 4938.451172
	Iteration 53Q: 3 clusters Score -3529441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3529440.000000 Penalty: 4938.451172
	Iteration 54Q: 3 clusters Score -3529440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -3529445.750000 Penalty: 4938.451172
	Iteration 55Q: 3 clusters Score -3529446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -3529444.000000 Penalty: 4938.451172
	Iteration 56Q: 3 clusters Score -3529444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -3529441.750000 Penalty: 4938.451172
	Iteration 57Q: 3 clusters Score -3529442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -3529443.750000 Penalty: 4938.451172
	Iteration 58Q: 3 clusters Score -3529444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3529446.000000 Penalty: 4938.451172
	Iteration 59Q: 3 clusters Score -3529446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -3529443.750000 Penalty: 4938.451172
	Iteration 60F: 3 clusters Score -3529444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -3529447.250000 Penalty: 4938.451172
	Iteration 61Q: 3 clusters Score -3529447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -3529450.250000 Penalty: 4938.451172
	Iteration 62Q: 3 clusters Score -3529450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3529447.000000 Penalty: 4938.451172
	Iteration 63Q: 3 clusters Score -3529447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3529447.000000 Penalty: 4938.451172
	Iteration 64F: 3 clusters Score -3529447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 38875 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 23057 members 
Mstep: Class 5 contains 32000 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 8438 members 
Mstep: Class 8 contains 7318 members 
Mstep: Class 9 contains 18681 members 
Mstep: Class 10 contains 1908 members 
Mstep: Class 11 contains 44382 members 
Mstep: Class 12 contains 82991 members 
Mstep: Class 13 contains 13957 members 
Mstep: Class 14 contains 23551 members 
Mstep: Class 15 contains 10958 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 107645 members 
Mstep: Class 18 contains 20947 members 
Mstep: Class 19 contains 14890 members 
Mstep: Class 20 contains 120425 members 
Mstep: Class 21 contains 35201 members 
Mstep: Class 22 contains 27405 members 
Mstep: Class 23 contains 12652 members 
Entering Unmasked Estep 
Score: -114765328.000000 Penalty: 76778.945312
Splitting cluster 7 changes total score from -114720432.000000 to -114765328.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (7318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Entering Unmasked Estep 
Score: -1192009.250000 Penalty: 2206.726807
	Iteration 0F: 2 clusters Score -1192009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1186280.875000 Penalty: 4413.453613
	Iteration 0F: 3 clusters Score -1186281 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1189070.500000 Penalty: 4413.453613
	Iteration 1F: 3 clusters Score -1189070 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1191275.750000 Penalty: 4413.453613
	Iteration 2F: 3 clusters Score -1191276 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1193658.375000 Penalty: 4413.453613
	Iteration 3F: 3 clusters Score -1193658 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1194720.750000 Penalty: 4413.453613
	Iteration 4F: 3 clusters Score -1194721 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1195159.000000 Penalty: 4413.453613
	Iteration 5Q: 3 clusters Score -1195159 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1195421.875000 Penalty: 4413.453613
	Iteration 6Q: 3 clusters Score -1195422 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1195574.375000 Penalty: 4413.453613
	Iteration 7Q: 3 clusters Score -1195574 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1195665.875000 Penalty: 4413.453613
	Iteration 8Q: 3 clusters Score -1195666 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1195752.875000 Penalty: 4413.453613
	Iteration 9Q: 3 clusters Score -1195753 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1195809.500000 Penalty: 4413.453613
	Iteration 10Q: 3 clusters Score -1195810 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1195840.250000 Penalty: 4413.453613
	Iteration 11Q: 3 clusters Score -1195840 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1195865.250000 Penalty: 4413.453613
	Iteration 12Q: 3 clusters Score -1195865 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1195879.125000 Penalty: 4413.453613
	Iteration 13Q: 3 clusters Score -1195879 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1195895.500000 Penalty: 4413.453613
	Iteration 14Q: 3 clusters Score -1195896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1195900.875000 Penalty: 4413.453613
	Iteration 15Q: 3 clusters Score -1195901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1195902.500000 Penalty: 4413.453613
	Iteration 16Q: 3 clusters Score -1195902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1195909.000000 Penalty: 4413.453613
	Iteration 17Q: 3 clusters Score -1195909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1195909.500000 Penalty: 4413.453613
	Iteration 18Q: 3 clusters Score -1195910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1195915.000000 Penalty: 4413.453613
	Iteration 19Q: 3 clusters Score -1195915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1195920.375000 Penalty: 4413.453613
	Iteration 20F: 3 clusters Score -1195920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1195924.625000 Penalty: 4413.453613
	Iteration 21Q: 3 clusters Score -1195925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1195923.750000 Penalty: 4413.453613
	Iteration 22Q: 3 clusters Score -1195924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1195923.125000 Penalty: 4413.453613
	Iteration 23Q: 3 clusters Score -1195923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1195922.250000 Penalty: 4413.453613
	Iteration 24Q: 3 clusters Score -1195922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1195923.000000 Penalty: 4413.453613
	Iteration 25Q: 3 clusters Score -1195923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1195923.875000 Penalty: 4413.453613
	Iteration 26Q: 3 clusters Score -1195924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1195922.625000 Penalty: 4413.453613
	Iteration 27Q: 3 clusters Score -1195923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1195922.250000 Penalty: 4413.453613
	Iteration 28Q: 3 clusters Score -1195922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1195925.750000 Penalty: 4413.453613
	Iteration 29Q: 3 clusters Score -1195926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1195926.000000 Penalty: 4413.453613
	Iteration 30Q: 3 clusters Score -1195926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1195927.250000 Penalty: 4413.453613
	Iteration 31Q: 3 clusters Score -1195927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1195930.750000 Penalty: 4413.453613
	Iteration 32Q: 3 clusters Score -1195931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1195933.000000 Penalty: 4413.453613
	Iteration 33Q: 3 clusters Score -1195933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1195934.000000 Penalty: 4413.453613
	Iteration 34Q: 3 clusters Score -1195934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1195934.250000 Penalty: 4413.453613
	Iteration 35Q: 3 clusters Score -1195934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1195933.125000 Penalty: 4413.453613
	Iteration 36Q: 3 clusters Score -1195933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1195934.250000 Penalty: 4413.453613
	Iteration 37Q: 3 clusters Score -1195934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1195934.500000 Penalty: 4413.453613
	Iteration 38Q: 3 clusters Score -1195934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1195934.500000 Penalty: 4413.453613
	Iteration 39F: 3 clusters Score -1195934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 38875 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 23057 members 
Mstep: Class 5 contains 32000 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 8438 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 18681 members 
Mstep: Class 10 contains 1908 members 
Mstep: Class 11 contains 44382 members 
Mstep: Class 12 contains 82991 members 
Mstep: Class 13 contains 13957 members 
Mstep: Class 14 contains 23551 members 
Mstep: Class 15 contains 10958 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 107645 members 
Mstep: Class 18 contains 20947 members 
Mstep: Class 19 contains 14890 members 
Mstep: Class 20 contains 120425 members 
Mstep: Class 21 contains 35201 members 
Mstep: Class 22 contains 27405 members 
Mstep: Class 23 contains 12652 members 
Mstep: Class 24 contains 4310 members 
Entering Unmasked Estep 
Score: -114768360.000000 Penalty: 80117.164062
Splitting cluster 8 changes total score from -114720432.000000 to -114768360.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (1908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Entering Unmasked Estep 
Score: -267402.656250 Penalty: 1873.345093
	Iteration 0F: 2 clusters Score -267402.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -265915.281250 Penalty: 3746.690186
	Iteration 0F: 3 clusters Score -265915.3 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -272564.687500 Penalty: 3746.690186
	Iteration 1F: 3 clusters Score -272564.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -275422.656250 Penalty: 3746.690186
	Iteration 2F: 3 clusters Score -275422.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -276584.531250 Penalty: 3746.690186
	Iteration 3F: 3 clusters Score -276584.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -277610.375000 Penalty: 3746.690186
	Iteration 4F: 3 clusters Score -277610.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -278839.843750 Penalty: 3746.690186
	Iteration 5Q: 3 clusters Score -278839.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -279621.062500 Penalty: 3746.690186
	Iteration 6Q: 3 clusters Score -279621.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -279785.718750 Penalty: 3746.690186
	Iteration 7Q: 3 clusters Score -279785.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -279785.718750 Penalty: 3746.690186
	Iteration 8F: 3 clusters Score -279785.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 38875 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 23057 members 
Mstep: Class 5 contains 32000 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 8438 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 18681 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 44382 members 
Mstep: Class 12 contains 82991 members 
Mstep: Class 13 contains 13957 members 
Mstep: Class 14 contains 23551 members 
Mstep: Class 15 contains 10958 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 107645 members 
Mstep: Class 18 contains 20947 members 
Mstep: Class 19 contains 14890 members 
Mstep: Class 20 contains 120425 members 
Mstep: Class 21 contains 35201 members 
Mstep: Class 22 contains 27405 members 
Mstep: Class 23 contains 12652 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 1207 members 
Entering Unmasked Estep 
Score: -114779200.000000 Penalty: 83455.375000
Splitting cluster 10 changes total score from -114720432.000000 to -114779200.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (44382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Entering Unmasked Estep 
Score: -7330119.000000 Penalty: 2653.746094
	Iteration 0F: 2 clusters Score -7330119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -7300400.000000 Penalty: 5307.492188
	Iteration 0F: 3 clusters Score -7300400 nChanged 20361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -7313937.000000 Penalty: 5307.492188
	Iteration 1F: 3 clusters Score -7313937 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -7318021.500000 Penalty: 5307.492188
	Iteration 2F: 3 clusters Score -7318022 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -7322161.500000 Penalty: 5307.492188
	Iteration 3F: 3 clusters Score -7322162 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -7325167.000000 Penalty: 5307.492188
	Iteration 4F: 3 clusters Score -7325167 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -7327161.000000 Penalty: 5307.492188
	Iteration 5F: 3 clusters Score -7327161 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -7328688.000000 Penalty: 5307.492188
	Iteration 6F: 3 clusters Score -7328688 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -7330282.000000 Penalty: 5307.492188
	Iteration 7Q: 3 clusters Score -7330282 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -7332385.000000 Penalty: 5307.492188
	Iteration 8F: 3 clusters Score -7332385 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -7335045.500000 Penalty: 5307.492188
	Iteration 9F: 3 clusters Score -7335046 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -7337618.000000 Penalty: 5307.492188
	Iteration 10F: 3 clusters Score -7337618 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -7339242.000000 Penalty: 5307.492188
	Iteration 11Q: 3 clusters Score -7339242 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -7339821.500000 Penalty: 5307.492188
	Iteration 12Q: 3 clusters Score -7339822 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -7340053.500000 Penalty: 5307.492188
	Iteration 13Q: 3 clusters Score -7340054 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -7340221.000000 Penalty: 5307.492188
	Iteration 14Q: 3 clusters Score -7340221 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -7340530.500000 Penalty: 5307.492188
	Iteration 15Q: 3 clusters Score -7340530 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -7340833.500000 Penalty: 5307.492188
	Iteration 16Q: 3 clusters Score -7340834 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -7341009.000000 Penalty: 5307.492188
	Iteration 17Q: 3 clusters Score -7341009 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -7341247.000000 Penalty: 5307.492188
	Iteration 18Q: 3 clusters Score -7341247 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -7341508.500000 Penalty: 5307.492188
	Iteration 19Q: 3 clusters Score -7341508 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -7341713.500000 Penalty: 5307.492188
	Iteration 20F: 3 clusters Score -7341714 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -7341879.500000 Penalty: 5307.492188
	Iteration 21Q: 3 clusters Score -7341880 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -7341965.500000 Penalty: 5307.492188
	Iteration 22Q: 3 clusters Score -7341966 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -7341993.500000 Penalty: 5307.492188
	Iteration 23Q: 3 clusters Score -7341994 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -7342011.500000 Penalty: 5307.492188
	Iteration 24Q: 3 clusters Score -7342012 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -7342022.000000 Penalty: 5307.492188
	Iteration 25Q: 3 clusters Score -7342022 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -7342067.000000 Penalty: 5307.492188
	Iteration 26Q: 3 clusters Score -7342067 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -7342105.500000 Penalty: 5307.492188
	Iteration 27Q: 3 clusters Score -7342106 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -7342107.000000 Penalty: 5307.492188
	Iteration 28Q: 3 clusters Score -7342107 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -7342107.500000 Penalty: 5307.492188
	Iteration 29Q: 3 clusters Score -7342108 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -7342138.000000 Penalty: 5307.492188
	Iteration 30Q: 3 clusters Score -7342138 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -7342118.500000 Penalty: 5307.492188
	Iteration 31Q: 3 clusters Score -7342118 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -7342126.000000 Penalty: 5307.492188
	Iteration 32Q: 3 clusters Score -7342126 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -7342118.500000 Penalty: 5307.492188
	Iteration 33Q: 3 clusters Score -7342118 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -7342124.000000 Penalty: 5307.492188
	Iteration 34Q: 3 clusters Score -7342124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -7342152.000000 Penalty: 5307.492188
	Iteration 35Q: 3 clusters Score -7342152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -7342140.000000 Penalty: 5307.492188
	Iteration 36Q: 3 clusters Score -7342140 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -7342148.500000 Penalty: 5307.492188
	Iteration 37Q: 3 clusters Score -7342148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -7342157.500000 Penalty: 5307.492188
	Iteration 38Q: 3 clusters Score -7342158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -7342161.000000 Penalty: 5307.492188
	Iteration 39Q: 3 clusters Score -7342161 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -7342160.500000 Penalty: 5307.492188
	Iteration 40F: 3 clusters Score -7342160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -7342155.000000 Penalty: 5307.492188
	Iteration 41Q: 3 clusters Score -7342155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -7342163.500000 Penalty: 5307.492188
	Iteration 42Q: 3 clusters Score -7342164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -7342174.500000 Penalty: 5307.492188
	Iteration 43Q: 3 clusters Score -7342174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -7342176.500000 Penalty: 5307.492188
	Iteration 44Q: 3 clusters Score -7342176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -7342191.000000 Penalty: 5307.492188
	Iteration 45Q: 3 clusters Score -7342191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -7342199.000000 Penalty: 5307.492188
	Iteration 46Q: 3 clusters Score -7342199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -7342189.500000 Penalty: 5307.492188
	Iteration 47Q: 3 clusters Score -7342190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -7342189.000000 Penalty: 5307.492188
	Iteration 48Q: 3 clusters Score -7342189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -7342190.000000 Penalty: 5307.492188
	Iteration 49Q: 3 clusters Score -7342190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -7342194.000000 Penalty: 5307.492188
	Iteration 50Q: 3 clusters Score -7342194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -7342188.000000 Penalty: 5307.492188
	Iteration 51Q: 3 clusters Score -7342188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -7342200.500000 Penalty: 5307.492188
	Iteration 52Q: 3 clusters Score -7342200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -7342215.000000 Penalty: 5307.492188
	Iteration 53Q: 3 clusters Score -7342215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -7342209.500000 Penalty: 5307.492188
	Iteration 54Q: 3 clusters Score -7342210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -7342200.500000 Penalty: 5307.492188
	Iteration 55Q: 3 clusters Score -7342200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -7342207.500000 Penalty: 5307.492188
	Iteration 56Q: 3 clusters Score -7342208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -7342200.500000 Penalty: 5307.492188
	Iteration 57Q: 3 clusters Score -7342200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -7342193.500000 Penalty: 5307.492188
	Iteration 58Q: 3 clusters Score -7342194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -7342206.000000 Penalty: 5307.492188
	Iteration 59Q: 3 clusters Score -7342206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -7342199.500000 Penalty: 5307.492188
	Iteration 60F: 3 clusters Score -7342200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -7342212.000000 Penalty: 5307.492188
	Iteration 61Q: 3 clusters Score -7342212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -7342206.000000 Penalty: 5307.492188
	Iteration 62Q: 3 clusters Score -7342206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -7342197.000000 Penalty: 5307.492188
	Iteration 63Q: 3 clusters Score -7342197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -7342191.000000 Penalty: 5307.492188
	Iteration 64Q: 3 clusters Score -7342191 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -7342203.500000 Penalty: 5307.492188
	Iteration 65Q: 3 clusters Score -7342204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -7342207.500000 Penalty: 5307.492188
	Iteration 66Q: 3 clusters Score -7342208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -7342218.500000 Penalty: 5307.492188
	Iteration 67Q: 3 clusters Score -7342218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -7342217.000000 Penalty: 5307.492188
	Iteration 68Q: 3 clusters Score -7342217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -7342201.000000 Penalty: 5307.492188
	Iteration 69Q: 3 clusters Score -7342201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -7342206.500000 Penalty: 5307.492188
	Iteration 70Q: 3 clusters Score -7342206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -7342205.500000 Penalty: 5307.492188
	Iteration 71Q: 3 clusters Score -7342206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -7342194.500000 Penalty: 5307.492188
	Iteration 72Q: 3 clusters Score -7342194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -7342208.500000 Penalty: 5307.492188
	Iteration 73Q: 3 clusters Score -7342208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -7342208.000000 Penalty: 5307.492188
	Iteration 74Q: 3 clusters Score -7342208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -7342206.000000 Penalty: 5307.492188
	Iteration 75Q: 3 clusters Score -7342206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -7342194.000000 Penalty: 5307.492188
	Iteration 76Q: 3 clusters Score -7342194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -7342197.000000 Penalty: 5307.492188
	Iteration 77Q: 3 clusters Score -7342197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -7342197.000000 Penalty: 5307.492188
	Iteration 78Q: 3 clusters Score -7342197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -7342215.000000 Penalty: 5307.492188
	Iteration 79Q: 3 clusters Score -7342215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -7342211.500000 Penalty: 5307.492188
	Iteration 80F: 3 clusters Score -7342212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -7342206.500000 Penalty: 5307.492188
	Iteration 81Q: 3 clusters Score -7342206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -7342203.500000 Penalty: 5307.492188
	Iteration 82Q: 3 clusters Score -7342204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -7342216.000000 Penalty: 5307.492188
	Iteration 83Q: 3 clusters Score -7342216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -7342218.500000 Penalty: 5307.492188
	Iteration 84Q: 3 clusters Score -7342218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -7342217.500000 Penalty: 5307.492188
	Iteration 85Q: 3 clusters Score -7342218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -7342217.500000 Penalty: 5307.492188
	Iteration 86F: 3 clusters Score -7342218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 38875 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 23057 members 
Mstep: Class 5 contains 32000 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 8438 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 18681 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 32319 members 
Mstep: Class 12 contains 82991 members 
Mstep: Class 13 contains 13957 members 
Mstep: Class 14 contains 23551 members 
Mstep: Class 15 contains 10958 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 107645 members 
Mstep: Class 18 contains 20947 members 
Mstep: Class 19 contains 14890 members 
Mstep: Class 20 contains 120425 members 
Mstep: Class 21 contains 35201 members 
Mstep: Class 22 contains 27405 members 
Mstep: Class 23 contains 12652 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 1207 members 
Mstep: Class 26 contains 12063 members 
Entering Unmasked Estep 
Score: -114790024.000000 Penalty: 86793.593750
Splitting cluster 11 changes total score from -114720432.000000 to -114790024.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (82991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82991 members 
Entering Unmasked Estep 
Score: -14010754.000000 Penalty: 2808.968994
	Iteration 0F: 2 clusters Score -1.401075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -13960531.000000 Penalty: 5617.937988
	Iteration 0F: 3 clusters Score -1.396053e+07 nChanged 39129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -13983482.000000 Penalty: 5617.937988
	Iteration 1F: 3 clusters Score -1.398348e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -13985231.000000 Penalty: 5617.937988
	Iteration 2F: 3 clusters Score -1.398523e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -13987780.000000 Penalty: 5617.937988
	Iteration 3F: 3 clusters Score -1.398778e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -13991129.000000 Penalty: 5617.937988
	Iteration 4F: 3 clusters Score -1.399113e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -13994945.000000 Penalty: 5617.937988
	Iteration 5F: 3 clusters Score -1.399494e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 59331 members 
Entering Unmasked Estep 
Score: -13998427.000000 Penalty: 5617.937988
	Iteration 6F: 3 clusters Score -1.399843e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 62656 members 
Entering Unmasked Estep 
Score: -14001683.000000 Penalty: 5617.937988
	Iteration 7F: 3 clusters Score -1.400168e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -14004166.000000 Penalty: 5617.937988
	Iteration 8Q: 3 clusters Score -1.400417e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 67064 members 
Entering Unmasked Estep 
Score: -14005423.000000 Penalty: 5617.937988
	Iteration 9Q: 3 clusters Score -1.400542e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 68509 members 
Entering Unmasked Estep 
Score: -14006473.000000 Penalty: 5617.937988
	Iteration 10Q: 3 clusters Score -1.400647e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 69649 members 
Entering Unmasked Estep 
Score: -14007101.000000 Penalty: 5617.937988
	Iteration 11Q: 3 clusters Score -1.40071e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 70586 members 
Entering Unmasked Estep 
Score: -14007603.000000 Penalty: 5617.937988
	Iteration 12Q: 3 clusters Score -1.40076e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 71419 members 
Entering Unmasked Estep 
Score: -14008194.000000 Penalty: 5617.937988
	Iteration 13Q: 3 clusters Score -1.400819e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 72033 members 
Entering Unmasked Estep 
Score: -14008804.000000 Penalty: 5617.937988
	Iteration 14Q: 3 clusters Score -1.40088e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 72471 members 
Entering Unmasked Estep 
Score: -14009620.000000 Penalty: 5617.937988
	Iteration 15Q: 3 clusters Score -1.400962e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 72646 members 
Entering Unmasked Estep 
Score: -14010778.000000 Penalty: 5617.937988
	Iteration 16Q: 3 clusters Score -1.401078e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 72438 members 
Entering Unmasked Estep 
Score: -14012657.000000 Penalty: 5617.937988
	Iteration 17Q: 3 clusters Score -1.401266e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 71632 members 
Entering Unmasked Estep 
Score: -14016034.000000 Penalty: 5617.937988
	Iteration 18Q: 3 clusters Score -1.401603e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 69988 members 
Entering Unmasked Estep 
Score: -14021495.000000 Penalty: 5617.937988
	Iteration 19Q: 3 clusters Score -1.40215e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 67821 members 
Entering Unmasked Estep 
Score: -14028465.000000 Penalty: 5617.937988
	Iteration 20F: 3 clusters Score -1.402846e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -14034284.000000 Penalty: 5617.937988
	Iteration 21Q: 3 clusters Score -1.403428e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 63909 members 
Entering Unmasked Estep 
Score: -14037792.000000 Penalty: 5617.937988
	Iteration 22Q: 3 clusters Score -1.403779e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 62479 members 
Entering Unmasked Estep 
Score: -14040151.000000 Penalty: 5617.937988
	Iteration 23Q: 3 clusters Score -1.404015e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 61175 members 
Entering Unmasked Estep 
Score: -14041987.000000 Penalty: 5617.937988
	Iteration 24Q: 3 clusters Score -1.404199e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 60024 members 
Entering Unmasked Estep 
Score: -14043231.000000 Penalty: 5617.937988
	Iteration 25Q: 3 clusters Score -1.404323e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 59096 members 
Entering Unmasked Estep 
Score: -14044185.000000 Penalty: 5617.937988
	Iteration 26Q: 3 clusters Score -1.404418e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 58316 members 
Entering Unmasked Estep 
Score: -14044896.000000 Penalty: 5617.937988
	Iteration 27Q: 3 clusters Score -1.40449e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 57733 members 
Entering Unmasked Estep 
Score: -14045294.000000 Penalty: 5617.937988
	Iteration 28Q: 3 clusters Score -1.404529e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -14045527.000000 Penalty: 5617.937988
	Iteration 29Q: 3 clusters Score -1.404553e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 56980 members 
Entering Unmasked Estep 
Score: -14045752.000000 Penalty: 5617.937988
	Iteration 30Q: 3 clusters Score -1.404575e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 56781 members 
Entering Unmasked Estep 
Score: -14045884.000000 Penalty: 5617.937988
	Iteration 31Q: 3 clusters Score -1.404588e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 56639 members 
Entering Unmasked Estep 
Score: -14045944.000000 Penalty: 5617.937988
	Iteration 32Q: 3 clusters Score -1.404594e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 56552 members 
Entering Unmasked Estep 
Score: -14045967.000000 Penalty: 5617.937988
	Iteration 33Q: 3 clusters Score -1.404597e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -14045973.000000 Penalty: 5617.937988
	Iteration 34Q: 3 clusters Score -1.404597e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -14046003.000000 Penalty: 5617.937988
	Iteration 35Q: 3 clusters Score -1.4046e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 56421 members 
Entering Unmasked Estep 
Score: -14046021.000000 Penalty: 5617.937988
	Iteration 36Q: 3 clusters Score -1.404602e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -14046044.000000 Penalty: 5617.937988
	Iteration 37Q: 3 clusters Score -1.404604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 56382 members 
Entering Unmasked Estep 
Score: -14046040.000000 Penalty: 5617.937988
	Iteration 38Q: 3 clusters Score -1.404604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -14046068.000000 Penalty: 5617.937988
	Iteration 39Q: 3 clusters Score -1.404607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -14046623.000000 Penalty: 5617.937988
	Iteration 40F: 3 clusters Score -1.404662e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -14047098.000000 Penalty: 5617.937988
	Iteration 41Q: 3 clusters Score -1.40471e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -14047237.000000 Penalty: 5617.937988
	Iteration 42Q: 3 clusters Score -1.404724e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 55280 members 
Entering Unmasked Estep 
Score: -14047314.000000 Penalty: 5617.937988
	Iteration 43Q: 3 clusters Score -1.404731e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -14047353.000000 Penalty: 5617.937988
	Iteration 44Q: 3 clusters Score -1.404735e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -14047343.000000 Penalty: 5617.937988
	Iteration 45Q: 3 clusters Score -1.404734e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -14047352.000000 Penalty: 5617.937988
	Iteration 46Q: 3 clusters Score -1.404735e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -14047358.000000 Penalty: 5617.937988
	Iteration 47Q: 3 clusters Score -1.404736e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 54791 members 
Entering Unmasked Estep 
Score: -14047375.000000 Penalty: 5617.937988
	Iteration 48Q: 3 clusters Score -1.404738e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -14047387.000000 Penalty: 5617.937988
	Iteration 49Q: 3 clusters Score -1.404739e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -14047373.000000 Penalty: 5617.937988
	Iteration 50Q: 3 clusters Score -1.404737e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -14047385.000000 Penalty: 5617.937988
	Iteration 51Q: 3 clusters Score -1.404738e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 54710 members 
Entering Unmasked Estep 
Score: -14047389.000000 Penalty: 5617.937988
	Iteration 52Q: 3 clusters Score -1.404739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 54705 members 
Entering Unmasked Estep 
Score: -14047393.000000 Penalty: 5617.937988
	Iteration 53Q: 3 clusters Score -1.404739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -14047379.000000 Penalty: 5617.937988
	Iteration 54Q: 3 clusters Score -1.404738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -14047390.000000 Penalty: 5617.937988
	Iteration 55Q: 3 clusters Score -1.404739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -14047390.000000 Penalty: 5617.937988
	Iteration 56F: 3 clusters Score -1.404739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 38875 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 23057 members 
Mstep: Class 5 contains 32000 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 8438 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 18681 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 32319 members 
Mstep: Class 12 contains 28290 members 
Mstep: Class 13 contains 13957 members 
Mstep: Class 14 contains 23551 members 
Mstep: Class 15 contains 10958 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 107645 members 
Mstep: Class 18 contains 20947 members 
Mstep: Class 19 contains 14890 members 
Mstep: Class 20 contains 120425 members 
Mstep: Class 21 contains 35201 members 
Mstep: Class 22 contains 27405 members 
Mstep: Class 23 contains 12652 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 1207 members 
Mstep: Class 26 contains 12063 members 
Mstep: Class 27 contains 54701 members 
Entering Unmasked Estep 
Score: -114828000.000000 Penalty: 90131.804688
Splitting cluster 12 changes total score from -114720432.000000 to -114828000.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (13957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Entering Unmasked Estep 
Score: -2281076.500000 Penalty: 2366.846680
	Iteration 0F: 2 clusters Score -2281076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2270902.000000 Penalty: 4733.693359
	Iteration 0F: 3 clusters Score -2270902 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2274961.750000 Penalty: 4733.693359
	Iteration 1F: 3 clusters Score -2274962 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2277261.000000 Penalty: 4733.693359
	Iteration 2F: 3 clusters Score -2277261 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2280201.000000 Penalty: 4733.693359
	Iteration 3F: 3 clusters Score -2280201 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2282633.000000 Penalty: 4733.693359
	Iteration 4F: 3 clusters Score -2282633 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2284352.250000 Penalty: 4733.693359
	Iteration 5F: 3 clusters Score -2284352 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2285781.250000 Penalty: 4733.693359
	Iteration 6F: 3 clusters Score -2285781 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2287298.500000 Penalty: 4733.693359
	Iteration 7F: 3 clusters Score -2287298 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2288644.250000 Penalty: 4733.693359
	Iteration 8Q: 3 clusters Score -2288644 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2289007.250000 Penalty: 4733.693359
	Iteration 9Q: 3 clusters Score -2289007 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2289163.750000 Penalty: 4733.693359
	Iteration 10Q: 3 clusters Score -2289164 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2289260.000000 Penalty: 4733.693359
	Iteration 11Q: 3 clusters Score -2289260 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2289309.250000 Penalty: 4733.693359
	Iteration 12Q: 3 clusters Score -2289309 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2289333.750000 Penalty: 4733.693359
	Iteration 13Q: 3 clusters Score -2289334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2289343.000000 Penalty: 4733.693359
	Iteration 14Q: 3 clusters Score -2289343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2289350.000000 Penalty: 4733.693359
	Iteration 15Q: 3 clusters Score -2289350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2289347.500000 Penalty: 4733.693359
	Iteration 16Q: 3 clusters Score -2289348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2289350.250000 Penalty: 4733.693359
	Iteration 17Q: 3 clusters Score -2289350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2289352.250000 Penalty: 4733.693359
	Iteration 18Q: 3 clusters Score -2289352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2289351.750000 Penalty: 4733.693359
	Iteration 19Q: 3 clusters Score -2289352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2289351.750000 Penalty: 4733.693359
	Iteration 20F: 3 clusters Score -2289352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 38875 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 23057 members 
Mstep: Class 5 contains 32000 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 8438 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 18681 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 32319 members 
Mstep: Class 12 contains 28290 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 23551 members 
Mstep: Class 15 contains 10958 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 107645 members 
Mstep: Class 18 contains 20947 members 
Mstep: Class 19 contains 14890 members 
Mstep: Class 20 contains 120425 members 
Mstep: Class 21 contains 35201 members 
Mstep: Class 22 contains 27405 members 
Mstep: Class 23 contains 12652 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 1207 members 
Mstep: Class 26 contains 12063 members 
Mstep: Class 27 contains 54701 members 
Mstep: Class 28 contains 9877 members 
Entering Unmasked Estep 
Score: -114835200.000000 Penalty: 93470.023438
Splitting cluster 13 changes total score from -114720432.000000 to -114835200.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (23551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Entering Unmasked Estep 
Score: -3898171.750000 Penalty: 2496.596924
	Iteration 0F: 2 clusters Score -3898172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3881855.750000 Penalty: 4993.193848
	Iteration 0F: 3 clusters Score -3881856 nChanged 10397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -3888750.500000 Penalty: 4993.193848
	Iteration 1F: 3 clusters Score -3888750 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -3892006.250000 Penalty: 4993.193848
	Iteration 2F: 3 clusters Score -3892006 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -3896815.250000 Penalty: 4993.193848
	Iteration 3F: 3 clusters Score -3896815 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3899428.000000 Penalty: 4993.193848
	Iteration 4F: 3 clusters Score -3899428 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -3900269.250000 Penalty: 4993.193848
	Iteration 5F: 3 clusters Score -3900269 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -3900566.500000 Penalty: 4993.193848
	Iteration 6Q: 3 clusters Score -3900566 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -3900708.000000 Penalty: 4993.193848
	Iteration 7Q: 3 clusters Score -3900708 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -3900814.500000 Penalty: 4993.193848
	Iteration 8Q: 3 clusters Score -3900814 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -3900893.500000 Penalty: 4993.193848
	Iteration 9Q: 3 clusters Score -3900894 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -3900966.250000 Penalty: 4993.193848
	Iteration 10Q: 3 clusters Score -3900966 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -3901029.250000 Penalty: 4993.193848
	Iteration 11Q: 3 clusters Score -3901029 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -3901109.750000 Penalty: 4993.193848
	Iteration 12Q: 3 clusters Score -3901110 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -3901203.250000 Penalty: 4993.193848
	Iteration 13Q: 3 clusters Score -3901203 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -3901302.250000 Penalty: 4993.193848
	Iteration 14Q: 3 clusters Score -3901302 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -3901365.500000 Penalty: 4993.193848
	Iteration 15Q: 3 clusters Score -3901366 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -3901416.750000 Penalty: 4993.193848
	Iteration 16Q: 3 clusters Score -3901417 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -3901469.500000 Penalty: 4993.193848
	Iteration 17Q: 3 clusters Score -3901470 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3901511.250000 Penalty: 4993.193848
	Iteration 18Q: 3 clusters Score -3901511 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -3901552.000000 Penalty: 4993.193848
	Iteration 19Q: 3 clusters Score -3901552 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -3901613.500000 Penalty: 4993.193848
	Iteration 20F: 3 clusters Score -3901614 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -3901649.000000 Penalty: 4993.193848
	Iteration 21Q: 3 clusters Score -3901649 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -3901683.000000 Penalty: 4993.193848
	Iteration 22Q: 3 clusters Score -3901683 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -3901745.500000 Penalty: 4993.193848
	Iteration 23Q: 3 clusters Score -3901746 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -3901791.750000 Penalty: 4993.193848
	Iteration 24Q: 3 clusters Score -3901792 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -3901846.250000 Penalty: 4993.193848
	Iteration 25Q: 3 clusters Score -3901846 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -3901891.250000 Penalty: 4993.193848
	Iteration 26Q: 3 clusters Score -3901891 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -3901970.750000 Penalty: 4993.193848
	Iteration 27Q: 3 clusters Score -3901971 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -3902035.000000 Penalty: 4993.193848
	Iteration 28Q: 3 clusters Score -3902035 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -3902096.750000 Penalty: 4993.193848
	Iteration 29Q: 3 clusters Score -3902097 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -3902174.250000 Penalty: 4993.193848
	Iteration 30Q: 3 clusters Score -3902174 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3902248.250000 Penalty: 4993.193848
	Iteration 31Q: 3 clusters Score -3902248 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -3902344.500000 Penalty: 4993.193848
	Iteration 32Q: 3 clusters Score -3902344 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -3902458.250000 Penalty: 4993.193848
	Iteration 33Q: 3 clusters Score -3902458 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -3902548.750000 Penalty: 4993.193848
	Iteration 34Q: 3 clusters Score -3902549 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -3902616.750000 Penalty: 4993.193848
	Iteration 35Q: 3 clusters Score -3902617 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -3902684.750000 Penalty: 4993.193848
	Iteration 36Q: 3 clusters Score -3902685 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -3902733.750000 Penalty: 4993.193848
	Iteration 37Q: 3 clusters Score -3902734 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -3902764.000000 Penalty: 4993.193848
	Iteration 38Q: 3 clusters Score -3902764 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -3902798.750000 Penalty: 4993.193848
	Iteration 39Q: 3 clusters Score -3902799 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -3902820.250000 Penalty: 4993.193848
	Iteration 40F: 3 clusters Score -3902820 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -3902852.250000 Penalty: 4993.193848
	Iteration 41Q: 3 clusters Score -3902852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -3902868.000000 Penalty: 4993.193848
	Iteration 42Q: 3 clusters Score -3902868 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -3902886.500000 Penalty: 4993.193848
	Iteration 43Q: 3 clusters Score -3902886 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -3902909.500000 Penalty: 4993.193848
	Iteration 44Q: 3 clusters Score -3902910 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -3902956.000000 Penalty: 4993.193848
	Iteration 45Q: 3 clusters Score -3902956 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3903055.000000 Penalty: 4993.193848
	Iteration 46Q: 3 clusters Score -3903055 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -3903145.500000 Penalty: 4993.193848
	Iteration 47Q: 3 clusters Score -3903146 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -3903191.500000 Penalty: 4993.193848
	Iteration 48Q: 3 clusters Score -3903192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3903224.500000 Penalty: 4993.193848
	Iteration 49Q: 3 clusters Score -3903224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -3903242.000000 Penalty: 4993.193848
	Iteration 50Q: 3 clusters Score -3903242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -3903239.000000 Penalty: 4993.193848
	Iteration 51Q: 3 clusters Score -3903239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -3903239.000000 Penalty: 4993.193848
	Iteration 52Q: 3 clusters Score -3903239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -3903237.250000 Penalty: 4993.193848
	Iteration 53Q: 3 clusters Score -3903237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3903241.750000 Penalty: 4993.193848
	Iteration 54Q: 3 clusters Score -3903242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -3903245.250000 Penalty: 4993.193848
	Iteration 55Q: 3 clusters Score -3903245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -3903245.250000 Penalty: 4993.193848
	Iteration 56F: 3 clusters Score -3903245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 38875 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 23057 members 
Mstep: Class 5 contains 32000 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 8438 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 18681 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 32319 members 
Mstep: Class 12 contains 28290 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 19424 members 
Mstep: Class 15 contains 10958 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 107645 members 
Mstep: Class 18 contains 20947 members 
Mstep: Class 19 contains 14890 members 
Mstep: Class 20 contains 120425 members 
Mstep: Class 21 contains 35201 members 
Mstep: Class 22 contains 27405 members 
Mstep: Class 23 contains 12652 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 1207 members 
Mstep: Class 26 contains 12063 members 
Mstep: Class 27 contains 54701 members 
Mstep: Class 28 contains 9877 members 
Mstep: Class 29 contains 4127 members 
Entering Unmasked Estep 
Score: -114839344.000000 Penalty: 96808.234375
Splitting cluster 14 changes total score from -114720432.000000 to -114839344.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (10958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Entering Unmasked Estep 
Score: -1821317.875000 Penalty: 2306.852539
	Iteration 0F: 2 clusters Score -1821318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1813116.375000 Penalty: 4613.705078
	Iteration 0F: 3 clusters Score -1813116 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1816159.875000 Penalty: 4613.705078
	Iteration 1F: 3 clusters Score -1816160 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1819002.250000 Penalty: 4613.705078
	Iteration 2F: 3 clusters Score -1819002 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1822828.625000 Penalty: 4613.705078
	Iteration 3F: 3 clusters Score -1822829 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1825216.500000 Penalty: 4613.705078
	Iteration 4F: 3 clusters Score -1825216 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1826996.500000 Penalty: 4613.705078
	Iteration 5F: 3 clusters Score -1826996 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1828286.375000 Penalty: 4613.705078
	Iteration 6Q: 3 clusters Score -1828286 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1829042.250000 Penalty: 4613.705078
	Iteration 7Q: 3 clusters Score -1829042 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1829306.375000 Penalty: 4613.705078
	Iteration 8Q: 3 clusters Score -1829306 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1829352.625000 Penalty: 4613.705078
	Iteration 9Q: 3 clusters Score -1829353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1829355.750000 Penalty: 4613.705078
	Iteration 10Q: 3 clusters Score -1829356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1829356.625000 Penalty: 4613.705078
	Iteration 11Q: 3 clusters Score -1829357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1829356.625000 Penalty: 4613.705078
	Iteration 12F: 3 clusters Score -1829357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 38875 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 23057 members 
Mstep: Class 5 contains 32000 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 8438 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 18681 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 32319 members 
Mstep: Class 12 contains 28290 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 19424 members 
Mstep: Class 15 contains 2915 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 107645 members 
Mstep: Class 18 contains 20947 members 
Mstep: Class 19 contains 14890 members 
Mstep: Class 20 contains 120425 members 
Mstep: Class 21 contains 35201 members 
Mstep: Class 22 contains 27405 members 
Mstep: Class 23 contains 12652 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 1207 members 
Mstep: Class 26 contains 12063 members 
Mstep: Class 27 contains 54701 members 
Mstep: Class 28 contains 9877 members 
Mstep: Class 29 contains 4127 members 
Mstep: Class 30 contains 8043 members 
Entering Unmasked Estep 
Score: -114846496.000000 Penalty: 100146.453125
Splitting cluster 15 changes total score from -114720432.000000 to -114846496.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -186731.687500 Penalty: 1756.055176
	Iteration 0F: 2 clusters Score -186731.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -184661.625000 Penalty: 3512.110352
	Iteration 0F: 3 clusters Score -184661.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -185125.765625 Penalty: 3512.110352
	Iteration 1F: 3 clusters Score -185125.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -185365.218750 Penalty: 3512.110352
	Iteration 2F: 3 clusters Score -185365.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -185524.796875 Penalty: 3512.110352
	Iteration 3F: 3 clusters Score -185524.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -185622.015625 Penalty: 3512.110352
	Iteration 4Q: 3 clusters Score -185622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -185665.984375 Penalty: 3512.110352
	Iteration 5Q: 3 clusters Score -185666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -185691.468750 Penalty: 3512.110352
	Iteration 6Q: 3 clusters Score -185691.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -185731.015625 Penalty: 3512.110352
	Iteration 7Q: 3 clusters Score -185731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -185761.828125 Penalty: 3512.110352
	Iteration 8Q: 3 clusters Score -185761.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -185776.125000 Penalty: 3512.110352
	Iteration 9Q: 3 clusters Score -185776.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -185802.187500 Penalty: 3512.110352
	Iteration 10Q: 3 clusters Score -185802.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -185816.968750 Penalty: 3512.110352
	Iteration 11Q: 3 clusters Score -185817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -185863.109375 Penalty: 3512.110352
	Iteration 12Q: 3 clusters Score -185863.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -185904.593750 Penalty: 3512.110352
	Iteration 13Q: 3 clusters Score -185904.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -185917.656250 Penalty: 3512.110352
	Iteration 14Q: 3 clusters Score -185917.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -185930.906250 Penalty: 3512.110352
	Iteration 15Q: 3 clusters Score -185930.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -185943.593750 Penalty: 3512.110352
	Iteration 16Q: 3 clusters Score -185943.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -185951.578125 Penalty: 3512.110352
	Iteration 17Q: 3 clusters Score -185951.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -185955.968750 Penalty: 3512.110352
	Iteration 18Q: 3 clusters Score -185956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -185957.687500 Penalty: 3512.110352
	Iteration 19Q: 3 clusters Score -185957.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -185958.859375 Penalty: 3512.110352
	Iteration 20F: 3 clusters Score -185958.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -185962.140625 Penalty: 3512.110352
	Iteration 21Q: 3 clusters Score -185962.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -185967.656250 Penalty: 3512.110352
	Iteration 22Q: 3 clusters Score -185967.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -185970.343750 Penalty: 3512.110352
	Iteration 23Q: 3 clusters Score -185970.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -185971.906250 Penalty: 3512.110352
	Iteration 24Q: 3 clusters Score -185971.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -185973.234375 Penalty: 3512.110352
	Iteration 25Q: 3 clusters Score -185973.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -185977.203125 Penalty: 3512.110352
	Iteration 26Q: 3 clusters Score -185977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -185978.578125 Penalty: 3512.110352
	Iteration 27Q: 3 clusters Score -185978.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -185981.062500 Penalty: 3512.110352
	Iteration 28Q: 3 clusters Score -185981.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -185991.078125 Penalty: 3512.110352
	Iteration 29Q: 3 clusters Score -185991.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -186003.140625 Penalty: 3512.110352
	Iteration 30Q: 3 clusters Score -186003.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -186017.937500 Penalty: 3512.110352
	Iteration 31Q: 3 clusters Score -186017.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -186025.921875 Penalty: 3512.110352
	Iteration 32Q: 3 clusters Score -186025.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -186034.281250 Penalty: 3512.110352
	Iteration 33Q: 3 clusters Score -186034.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -186044.703125 Penalty: 3512.110352
	Iteration 34Q: 3 clusters Score -186044.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -186056.484375 Penalty: 3512.110352
	Iteration 35Q: 3 clusters Score -186056.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -186068.390625 Penalty: 3512.110352
	Iteration 36Q: 3 clusters Score -186068.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -186084.312500 Penalty: 3512.110352
	Iteration 37Q: 3 clusters Score -186084.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -186101.609375 Penalty: 3512.110352
	Iteration 38Q: 3 clusters Score -186101.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -186133.484375 Penalty: 3512.110352
	Iteration 39Q: 3 clusters Score -186133.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -186165.875000 Penalty: 3512.110352
	Iteration 40F: 3 clusters Score -186165.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -186250.265625 Penalty: 3512.110352
	Iteration 41Q: 3 clusters Score -186250.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -186434.953125 Penalty: 3512.110352
	Iteration 42Q: 3 clusters Score -186435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -186484.234375 Penalty: 3512.110352
	Iteration 43Q: 3 clusters Score -186484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -186493.031250 Penalty: 3512.110352
	Iteration 44Q: 3 clusters Score -186493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -186494.875000 Penalty: 3512.110352
	Iteration 45Q: 3 clusters Score -186494.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -186495.796875 Penalty: 3512.110352
	Iteration 46Q: 3 clusters Score -186495.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -186495.796875 Penalty: 3512.110352
	Iteration 47F: 3 clusters Score -186495.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (107645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107645 members 
Entering Unmasked Estep 
Score: -18069136.000000 Penalty: 2873.475098
	Iteration 0F: 2 clusters Score -1.806914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -18022726.000000 Penalty: 5746.950195
	Iteration 0F: 3 clusters Score -1.802273e+07 nChanged 51212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -18053218.000000 Penalty: 5746.950195
	Iteration 1F: 3 clusters Score -1.805322e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 54079 members 
Entering Unmasked Estep 
Score: -18055902.000000 Penalty: 5746.950195
	Iteration 2F: 3 clusters Score -1.80559e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -18060202.000000 Penalty: 5746.950195
	Iteration 3F: 3 clusters Score -1.80602e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54970 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -18064774.000000 Penalty: 5746.950195
	Iteration 4F: 3 clusters Score -1.806477e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -18069622.000000 Penalty: 5746.950195
	Iteration 5F: 3 clusters Score -1.806962e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58313 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -18073858.000000 Penalty: 5746.950195
	Iteration 6F: 3 clusters Score -1.807386e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60004 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -18077286.000000 Penalty: 5746.950195
	Iteration 7F: 3 clusters Score -1.807729e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61368 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -18079914.000000 Penalty: 5746.950195
	Iteration 8F: 3 clusters Score -1.807991e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62247 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -18081382.000000 Penalty: 5746.950195
	Iteration 9Q: 3 clusters Score -1.808138e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62615 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -18082232.000000 Penalty: 5746.950195
	Iteration 10Q: 3 clusters Score -1.808223e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -18082722.000000 Penalty: 5746.950195
	Iteration 11Q: 3 clusters Score -1.808272e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -18082926.000000 Penalty: 5746.950195
	Iteration 12Q: 3 clusters Score -1.808293e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62570 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -18083140.000000 Penalty: 5746.950195
	Iteration 13Q: 3 clusters Score -1.808314e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62394 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -18083320.000000 Penalty: 5746.950195
	Iteration 14Q: 3 clusters Score -1.808332e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62151 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -18083430.000000 Penalty: 5746.950195
	Iteration 15Q: 3 clusters Score -1.808343e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61900 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -18083580.000000 Penalty: 5746.950195
	Iteration 16Q: 3 clusters Score -1.808358e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61602 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -18083658.000000 Penalty: 5746.950195
	Iteration 17Q: 3 clusters Score -1.808366e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61291 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -18083826.000000 Penalty: 5746.950195
	Iteration 18Q: 3 clusters Score -1.808383e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60984 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -18084040.000000 Penalty: 5746.950195
	Iteration 19Q: 3 clusters Score -1.808404e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60713 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -18084104.000000 Penalty: 5746.950195
	Iteration 20F: 3 clusters Score -1.80841e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60390 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -18084290.000000 Penalty: 5746.950195
	Iteration 21Q: 3 clusters Score -1.808429e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -18084398.000000 Penalty: 5746.950195
	Iteration 22Q: 3 clusters Score -1.80844e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59867 members 
Mstep: Class 2 contains 47778 members 
Entering Unmasked Estep 
Score: -18084558.000000 Penalty: 5746.950195
	Iteration 23Q: 3 clusters Score -1.808456e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59618 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -18084698.000000 Penalty: 5746.950195
	Iteration 24Q: 3 clusters Score -1.80847e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -18084808.000000 Penalty: 5746.950195
	Iteration 25Q: 3 clusters Score -1.808481e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59330 members 
Mstep: Class 2 contains 48315 members 
Entering Unmasked Estep 
Score: -18084918.000000 Penalty: 5746.950195
	Iteration 26Q: 3 clusters Score -1.808492e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59204 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -18085054.000000 Penalty: 5746.950195
	Iteration 27Q: 3 clusters Score -1.808505e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59102 members 
Mstep: Class 2 contains 48543 members 
Entering Unmasked Estep 
Score: -18085212.000000 Penalty: 5746.950195
	Iteration 28Q: 3 clusters Score -1.808521e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -18085322.000000 Penalty: 5746.950195
	Iteration 29Q: 3 clusters Score -1.808532e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -18085466.000000 Penalty: 5746.950195
	Iteration 30Q: 3 clusters Score -1.808547e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58860 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -18085676.000000 Penalty: 5746.950195
	Iteration 31Q: 3 clusters Score -1.808568e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -18085878.000000 Penalty: 5746.950195
	Iteration 32Q: 3 clusters Score -1.808588e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
Score: -18086062.000000 Penalty: 5746.950195
	Iteration 33Q: 3 clusters Score -1.808606e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -18086182.000000 Penalty: 5746.950195
	Iteration 34Q: 3 clusters Score -1.808618e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -18086282.000000 Penalty: 5746.950195
	Iteration 35Q: 3 clusters Score -1.808628e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58324 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -18086394.000000 Penalty: 5746.950195
	Iteration 36Q: 3 clusters Score -1.808639e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -18086604.000000 Penalty: 5746.950195
	Iteration 37Q: 3 clusters Score -1.80866e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -18086770.000000 Penalty: 5746.950195
	Iteration 38Q: 3 clusters Score -1.808677e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58142 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -18086874.000000 Penalty: 5746.950195
	Iteration 39Q: 3 clusters Score -1.808687e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -18087036.000000 Penalty: 5746.950195
	Iteration 40F: 3 clusters Score -1.808704e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57998 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -18087146.000000 Penalty: 5746.950195
	Iteration 41Q: 3 clusters Score -1.808715e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -18087274.000000 Penalty: 5746.950195
	Iteration 42Q: 3 clusters Score -1.808727e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -18087378.000000 Penalty: 5746.950195
	Iteration 43Q: 3 clusters Score -1.808738e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57973 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -18087390.000000 Penalty: 5746.950195
	Iteration 44Q: 3 clusters Score -1.808739e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57995 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -18087442.000000 Penalty: 5746.950195
	Iteration 45Q: 3 clusters Score -1.808744e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58008 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -18087546.000000 Penalty: 5746.950195
	Iteration 46Q: 3 clusters Score -1.808755e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58008 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -18087590.000000 Penalty: 5746.950195
	Iteration 47Q: 3 clusters Score -1.808759e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58016 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -18087628.000000 Penalty: 5746.950195
	Iteration 48Q: 3 clusters Score -1.808763e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -18087694.000000 Penalty: 5746.950195
	Iteration 49Q: 3 clusters Score -1.808769e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -18087794.000000 Penalty: 5746.950195
	Iteration 50Q: 3 clusters Score -1.808779e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -18087810.000000 Penalty: 5746.950195
	Iteration 51Q: 3 clusters Score -1.808781e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58226 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -18087858.000000 Penalty: 5746.950195
	Iteration 52Q: 3 clusters Score -1.808786e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58296 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -18087884.000000 Penalty: 5746.950195
	Iteration 53Q: 3 clusters Score -1.808788e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58357 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -18087858.000000 Penalty: 5746.950195
	Iteration 54Q: 3 clusters Score -1.808786e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58425 members 
Mstep: Class 2 contains 49220 members 
Entering Unmasked Estep 
Score: -18087898.000000 Penalty: 5746.950195
	Iteration 55Q: 3 clusters Score -1.80879e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -18087874.000000 Penalty: 5746.950195
	Iteration 56Q: 3 clusters Score -1.808787e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -18087936.000000 Penalty: 5746.950195
	Iteration 57Q: 3 clusters Score -1.808794e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -18087974.000000 Penalty: 5746.950195
	Iteration 58Q: 3 clusters Score -1.808797e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -18087960.000000 Penalty: 5746.950195
	Iteration 59Q: 3 clusters Score -1.808796e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -18087978.000000 Penalty: 5746.950195
	Iteration 60F: 3 clusters Score -1.808798e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58656 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -18088032.000000 Penalty: 5746.950195
	Iteration 61Q: 3 clusters Score -1.808803e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -18088038.000000 Penalty: 5746.950195
	Iteration 62Q: 3 clusters Score -1.808804e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58688 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -18088006.000000 Penalty: 5746.950195
	Iteration 63Q: 3 clusters Score -1.808801e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -18088046.000000 Penalty: 5746.950195
	Iteration 64Q: 3 clusters Score -1.808805e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -18088044.000000 Penalty: 5746.950195
	Iteration 65Q: 3 clusters Score -1.808804e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58709 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -18088068.000000 Penalty: 5746.950195
	Iteration 66Q: 3 clusters Score -1.808807e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58718 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -18088054.000000 Penalty: 5746.950195
	Iteration 67Q: 3 clusters Score -1.808805e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -18088078.000000 Penalty: 5746.950195
	Iteration 68Q: 3 clusters Score -1.808808e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -18088106.000000 Penalty: 5746.950195
	Iteration 69Q: 3 clusters Score -1.808811e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58739 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -18088076.000000 Penalty: 5746.950195
	Iteration 70Q: 3 clusters Score -1.808808e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -18088080.000000 Penalty: 5746.950195
	Iteration 71Q: 3 clusters Score -1.808808e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -18088094.000000 Penalty: 5746.950195
	Iteration 72Q: 3 clusters Score -1.808809e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 48878 members 
Entering Unmasked Estep 
Score: -18088084.000000 Penalty: 5746.950195
	Iteration 73Q: 3 clusters Score -1.808808e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -18088068.000000 Penalty: 5746.950195
	Iteration 74Q: 3 clusters Score -1.808807e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58788 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -18088070.000000 Penalty: 5746.950195
	Iteration 75Q: 3 clusters Score -1.808807e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -18088064.000000 Penalty: 5746.950195
	Iteration 76Q: 3 clusters Score -1.808806e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -18088102.000000 Penalty: 5746.950195
	Iteration 77Q: 3 clusters Score -1.80881e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -18088082.000000 Penalty: 5746.950195
	Iteration 78Q: 3 clusters Score -1.808808e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58839 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -18088108.000000 Penalty: 5746.950195
	Iteration 79Q: 3 clusters Score -1.808811e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -18088106.000000 Penalty: 5746.950195
	Iteration 80F: 3 clusters Score -1.808811e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58866 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -18088130.000000 Penalty: 5746.950195
	Iteration 81Q: 3 clusters Score -1.808813e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -18088116.000000 Penalty: 5746.950195
	Iteration 82Q: 3 clusters Score -1.808812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58888 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -18088124.000000 Penalty: 5746.950195
	Iteration 83Q: 3 clusters Score -1.808812e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -18088116.000000 Penalty: 5746.950195
	Iteration 84Q: 3 clusters Score -1.808812e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58900 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -18088118.000000 Penalty: 5746.950195
	Iteration 85Q: 3 clusters Score -1.808812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58908 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -18088124.000000 Penalty: 5746.950195
	Iteration 86Q: 3 clusters Score -1.808812e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -18088122.000000 Penalty: 5746.950195
	Iteration 87Q: 3 clusters Score -1.808812e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58923 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -18088134.000000 Penalty: 5746.950195
	Iteration 88Q: 3 clusters Score -1.808813e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -18088116.000000 Penalty: 5746.950195
	Iteration 89Q: 3 clusters Score -1.808812e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -18088136.000000 Penalty: 5746.950195
	Iteration 90Q: 3 clusters Score -1.808814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -18088106.000000 Penalty: 5746.950195
	Iteration 91Q: 3 clusters Score -1.808811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -18088110.000000 Penalty: 5746.950195
	Iteration 92Q: 3 clusters Score -1.808811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -18088126.000000 Penalty: 5746.950195
	Iteration 93Q: 3 clusters Score -1.808813e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -18088132.000000 Penalty: 5746.950195
	Iteration 94Q: 3 clusters Score -1.808813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -18088134.000000 Penalty: 5746.950195
	Iteration 95Q: 3 clusters Score -1.808813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -18088136.000000 Penalty: 5746.950195
	Iteration 96Q: 3 clusters Score -1.808814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -18088116.000000 Penalty: 5746.950195
	Iteration 97Q: 3 clusters Score -1.808812e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -18088108.000000 Penalty: 5746.950195
	Iteration 98Q: 3 clusters Score -1.808811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -18088110.000000 Penalty: 5746.950195
	Iteration 99Q: 3 clusters Score -1.808811e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -18088092.000000 Penalty: 5746.950195
	Iteration 100F: 3 clusters Score -1.808809e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -18088118.000000 Penalty: 5746.950195
	Iteration 101Q: 3 clusters Score -1.808812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58933 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -18088108.000000 Penalty: 5746.950195
	Iteration 102Q: 3 clusters Score -1.808811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -18088098.000000 Penalty: 5746.950195
	Iteration 103Q: 3 clusters Score -1.80881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58937 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -18088116.000000 Penalty: 5746.950195
	Iteration 104Q: 3 clusters Score -1.808812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -18088116.000000 Penalty: 5746.950195
	Iteration 105Q: 3 clusters Score -1.808812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -18088116.000000 Penalty: 5746.950195
	Iteration 106F: 3 clusters Score -1.808812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 38875 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 23057 members 
Mstep: Class 5 contains 32000 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 8438 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 18681 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 32319 members 
Mstep: Class 12 contains 28290 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 19424 members 
Mstep: Class 15 contains 2915 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 58938 members 
Mstep: Class 18 contains 20947 members 
Mstep: Class 19 contains 14890 members 
Mstep: Class 20 contains 120425 members 
Mstep: Class 21 contains 35201 members 
Mstep: Class 22 contains 27405 members 
Mstep: Class 23 contains 12652 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 1207 members 
Mstep: Class 26 contains 12063 members 
Mstep: Class 27 contains 54701 members 
Mstep: Class 28 contains 9877 members 
Mstep: Class 29 contains 4127 members 
Mstep: Class 30 contains 8043 members 
Mstep: Class 31 contains 48707 members 
Entering Unmasked Estep 
Score: -114864408.000000 Penalty: 103484.664062
Splitting cluster 17 changes total score from -114720432.000000 to -114864408.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (20947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Entering Unmasked Estep 
Score: -3185663.000000 Penalty: 2467.538330
	Iteration 0F: 2 clusters Score -3185663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3171011.000000 Penalty: 4935.076660
	Iteration 0F: 3 clusters Score -3171011 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -3178776.250000 Penalty: 4935.076660
	Iteration 1F: 3 clusters Score -3178776 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -3183136.000000 Penalty: 4935.076660
	Iteration 2F: 3 clusters Score -3183136 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3186349.750000 Penalty: 4935.076660
	Iteration 3F: 3 clusters Score -3186350 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3187883.500000 Penalty: 4935.076660
	Iteration 4F: 3 clusters Score -3187884 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -3188618.250000 Penalty: 4935.076660
	Iteration 5F: 3 clusters Score -3188618 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -3189174.500000 Penalty: 4935.076660
	Iteration 6Q: 3 clusters Score -3189174 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -3189612.500000 Penalty: 4935.076660
	Iteration 7Q: 3 clusters Score -3189612 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -3189949.250000 Penalty: 4935.076660
	Iteration 8Q: 3 clusters Score -3189949 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -3190246.000000 Penalty: 4935.076660
	Iteration 9Q: 3 clusters Score -3190246 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -3190476.000000 Penalty: 4935.076660
	Iteration 10Q: 3 clusters Score -3190476 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3190623.750000 Penalty: 4935.076660
	Iteration 11Q: 3 clusters Score -3190624 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -3190740.000000 Penalty: 4935.076660
	Iteration 12Q: 3 clusters Score -3190740 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -3190831.000000 Penalty: 4935.076660
	Iteration 13Q: 3 clusters Score -3190831 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -3190879.500000 Penalty: 4935.076660
	Iteration 14Q: 3 clusters Score -3190880 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -3190918.250000 Penalty: 4935.076660
	Iteration 15Q: 3 clusters Score -3190918 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -3190948.500000 Penalty: 4935.076660
	Iteration 16Q: 3 clusters Score -3190948 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3190992.500000 Penalty: 4935.076660
	Iteration 17Q: 3 clusters Score -3190992 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -3191002.750000 Penalty: 4935.076660
	Iteration 18Q: 3 clusters Score -3191003 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -3191040.750000 Penalty: 4935.076660
	Iteration 19Q: 3 clusters Score -3191041 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -3191073.500000 Penalty: 4935.076660
	Iteration 20F: 3 clusters Score -3191074 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3191101.500000 Penalty: 4935.076660
	Iteration 21Q: 3 clusters Score -3191102 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -3191127.500000 Penalty: 4935.076660
	Iteration 22Q: 3 clusters Score -3191128 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -3191186.750000 Penalty: 4935.076660
	Iteration 23Q: 3 clusters Score -3191187 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -3191297.000000 Penalty: 4935.076660
	Iteration 24Q: 3 clusters Score -3191297 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -3191521.250000 Penalty: 4935.076660
	Iteration 25Q: 3 clusters Score -3191521 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -3191830.000000 Penalty: 4935.076660
	Iteration 26Q: 3 clusters Score -3191830 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -3192043.500000 Penalty: 4935.076660
	Iteration 27Q: 3 clusters Score -3192044 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -3192200.500000 Penalty: 4935.076660
	Iteration 28Q: 3 clusters Score -3192200 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -3192321.250000 Penalty: 4935.076660
	Iteration 29Q: 3 clusters Score -3192321 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -3192401.000000 Penalty: 4935.076660
	Iteration 30Q: 3 clusters Score -3192401 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3192506.500000 Penalty: 4935.076660
	Iteration 31Q: 3 clusters Score -3192506 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -3192562.250000 Penalty: 4935.076660
	Iteration 32Q: 3 clusters Score -3192562 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -3192589.000000 Penalty: 4935.076660
	Iteration 33Q: 3 clusters Score -3192589 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -3192660.750000 Penalty: 4935.076660
	Iteration 34Q: 3 clusters Score -3192661 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -3192672.000000 Penalty: 4935.076660
	Iteration 35Q: 3 clusters Score -3192672 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -3192679.250000 Penalty: 4935.076660
	Iteration 36Q: 3 clusters Score -3192679 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -3192688.250000 Penalty: 4935.076660
	Iteration 37Q: 3 clusters Score -3192688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -3192710.000000 Penalty: 4935.076660
	Iteration 38Q: 3 clusters Score -3192710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -3192712.250000 Penalty: 4935.076660
	Iteration 39Q: 3 clusters Score -3192712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -3192809.000000 Penalty: 4935.076660
	Iteration 40F: 3 clusters Score -3192809 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -3192818.000000 Penalty: 4935.076660
	Iteration 41Q: 3 clusters Score -3192818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -3192827.750000 Penalty: 4935.076660
	Iteration 42Q: 3 clusters Score -3192828 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -3192827.500000 Penalty: 4935.076660
	Iteration 43Q: 3 clusters Score -3192828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3192823.750000 Penalty: 4935.076660
	Iteration 44Q: 3 clusters Score -3192824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -3192828.750000 Penalty: 4935.076660
	Iteration 45Q: 3 clusters Score -3192829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3192835.750000 Penalty: 4935.076660
	Iteration 46Q: 3 clusters Score -3192836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -3192844.250000 Penalty: 4935.076660
	Iteration 47Q: 3 clusters Score -3192844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3192841.500000 Penalty: 4935.076660
	Iteration 48Q: 3 clusters Score -3192842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -3192838.250000 Penalty: 4935.076660
	Iteration 49Q: 3 clusters Score -3192838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -3192842.250000 Penalty: 4935.076660
	Iteration 50Q: 3 clusters Score -3192842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -3192836.750000 Penalty: 4935.076660
	Iteration 51Q: 3 clusters Score -3192837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -3192834.500000 Penalty: 4935.076660
	Iteration 52Q: 3 clusters Score -3192834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -3192830.500000 Penalty: 4935.076660
	Iteration 53Q: 3 clusters Score -3192830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -3192829.250000 Penalty: 4935.076660
	Iteration 54Q: 3 clusters Score -3192829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -3192827.500000 Penalty: 4935.076660
	Iteration 55Q: 3 clusters Score -3192828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -3192833.750000 Penalty: 4935.076660
	Iteration 56Q: 3 clusters Score -3192834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -3192833.250000 Penalty: 4935.076660
	Iteration 57Q: 3 clusters Score -3192833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -3192833.250000 Penalty: 4935.076660
	Iteration 58F: 3 clusters Score -3192833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 38875 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 23057 members 
Mstep: Class 5 contains 32000 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 8438 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 18681 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 32319 members 
Mstep: Class 12 contains 28290 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 19424 members 
Mstep: Class 15 contains 2915 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 58938 members 
Mstep: Class 18 contains 11053 members 
Mstep: Class 19 contains 14890 members 
Mstep: Class 20 contains 120425 members 
Mstep: Class 21 contains 35201 members 
Mstep: Class 22 contains 27405 members 
Mstep: Class 23 contains 12652 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 1207 members 
Mstep: Class 26 contains 12063 members 
Mstep: Class 27 contains 54701 members 
Mstep: Class 28 contains 9877 members 
Mstep: Class 29 contains 4127 members 
Mstep: Class 30 contains 8043 members 
Mstep: Class 31 contains 48707 members 
Mstep: Class 32 contains 9894 members 
Entering Unmasked Estep 
Score: -114871304.000000 Penalty: 106822.882812
Splitting cluster 18 changes total score from -114720432.000000 to -114871304.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (14890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Entering Unmasked Estep 
Score: -2504124.000000 Penalty: 2382.894287
	Iteration 0F: 2 clusters Score -2504124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2493280.000000 Penalty: 4765.788574
	Iteration 0F: 3 clusters Score -2493280 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2497163.250000 Penalty: 4765.788574
	Iteration 1F: 3 clusters Score -2497163 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2498570.000000 Penalty: 4765.788574
	Iteration 2F: 3 clusters Score -2498570 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2500620.500000 Penalty: 4765.788574
	Iteration 3F: 3 clusters Score -2500620 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2502435.750000 Penalty: 4765.788574
	Iteration 4F: 3 clusters Score -2502436 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2503580.250000 Penalty: 4765.788574
	Iteration 5F: 3 clusters Score -2503580 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2504242.000000 Penalty: 4765.788574
	Iteration 6F: 3 clusters Score -2504242 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2504593.250000 Penalty: 4765.788574
	Iteration 7Q: 3 clusters Score -2504593 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2504777.250000 Penalty: 4765.788574
	Iteration 8Q: 3 clusters Score -2504777 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2504899.250000 Penalty: 4765.788574
	Iteration 9Q: 3 clusters Score -2504899 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2504978.500000 Penalty: 4765.788574
	Iteration 10Q: 3 clusters Score -2504978 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2505030.000000 Penalty: 4765.788574
	Iteration 11Q: 3 clusters Score -2505030 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2505068.500000 Penalty: 4765.788574
	Iteration 12Q: 3 clusters Score -2505068 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2505078.250000 Penalty: 4765.788574
	Iteration 13Q: 3 clusters Score -2505078 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2505096.750000 Penalty: 4765.788574
	Iteration 14Q: 3 clusters Score -2505097 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2505113.500000 Penalty: 4765.788574
	Iteration 15Q: 3 clusters Score -2505114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2505120.750000 Penalty: 4765.788574
	Iteration 16Q: 3 clusters Score -2505121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2505134.250000 Penalty: 4765.788574
	Iteration 17Q: 3 clusters Score -2505134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2505148.000000 Penalty: 4765.788574
	Iteration 18Q: 3 clusters Score -2505148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2505167.750000 Penalty: 4765.788574
	Iteration 19Q: 3 clusters Score -2505168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2505182.250000 Penalty: 4765.788574
	Iteration 20F: 3 clusters Score -2505182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2505199.500000 Penalty: 4765.788574
	Iteration 21Q: 3 clusters Score -2505200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2505205.750000 Penalty: 4765.788574
	Iteration 22Q: 3 clusters Score -2505206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2505214.000000 Penalty: 4765.788574
	Iteration 23Q: 3 clusters Score -2505214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2505225.250000 Penalty: 4765.788574
	Iteration 24Q: 3 clusters Score -2505225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2505219.500000 Penalty: 4765.788574
	Iteration 25Q: 3 clusters Score -2505220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2505220.250000 Penalty: 4765.788574
	Iteration 26Q: 3 clusters Score -2505220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2505225.750000 Penalty: 4765.788574
	Iteration 27Q: 3 clusters Score -2505226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2505227.000000 Penalty: 4765.788574
	Iteration 28Q: 3 clusters Score -2505227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2505227.000000 Penalty: 4765.788574
	Iteration 29Q: 3 clusters Score -2505227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2505236.000000 Penalty: 4765.788574
	Iteration 30Q: 3 clusters Score -2505236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2505250.500000 Penalty: 4765.788574
	Iteration 31Q: 3 clusters Score -2505250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2505252.000000 Penalty: 4765.788574
	Iteration 32Q: 3 clusters Score -2505252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2505248.750000 Penalty: 4765.788574
	Iteration 33Q: 3 clusters Score -2505249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2505249.000000 Penalty: 4765.788574
	Iteration 34Q: 3 clusters Score -2505249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2505251.000000 Penalty: 4765.788574
	Iteration 35Q: 3 clusters Score -2505251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2505251.000000 Penalty: 4765.788574
	Iteration 36F: 3 clusters Score -2505251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 38875 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 23057 members 
Mstep: Class 5 contains 32000 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 8438 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 18681 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 32319 members 
Mstep: Class 12 contains 28290 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 19424 members 
Mstep: Class 15 contains 2915 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 58938 members 
Mstep: Class 18 contains 11053 members 
Mstep: Class 19 contains 13258 members 
Mstep: Class 20 contains 120425 members 
Mstep: Class 21 contains 35201 members 
Mstep: Class 22 contains 27405 members 
Mstep: Class 23 contains 12652 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 1207 members 
Mstep: Class 26 contains 12063 members 
Mstep: Class 27 contains 54701 members 
Mstep: Class 28 contains 9877 members 
Mstep: Class 29 contains 4127 members 
Mstep: Class 30 contains 8043 members 
Mstep: Class 31 contains 48707 members 
Mstep: Class 32 contains 9894 members 
Mstep: Class 33 contains 1632 members 
Entering Unmasked Estep 
Score: -114871584.000000 Penalty: 110161.093750
Splitting cluster 19 changes total score from -114720432.000000 to -114871584.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (120425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120425 members 
Entering Unmasked Estep 
Score: -20277572.000000 Penalty: 2901.297852
	Iteration 0F: 2 clusters Score -2.027757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -20235504.000000 Penalty: 5802.595703
	Iteration 0F: 3 clusters Score -2.02355e+07 nChanged 57354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57314 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -20268926.000000 Penalty: 5802.595703
	Iteration 1F: 3 clusters Score -2.026893e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -20270542.000000 Penalty: 5802.595703
	Iteration 2Q: 3 clusters Score -2.027054e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 66508 members 
Entering Unmasked Estep 
Score: -20272616.000000 Penalty: 5802.595703
	Iteration 3Q: 3 clusters Score -2.027262e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -20275560.000000 Penalty: 5802.595703
	Iteration 4F: 3 clusters Score -2.027556e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 71208 members 
Entering Unmasked Estep 
Score: -20278938.000000 Penalty: 5802.595703
	Iteration 5F: 3 clusters Score -2.027894e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 73230 members 
Entering Unmasked Estep 
Score: -20283152.000000 Penalty: 5802.595703
	Iteration 6F: 3 clusters Score -2.028315e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 74557 members 
Entering Unmasked Estep 
Score: -20287790.000000 Penalty: 5802.595703
	Iteration 7F: 3 clusters Score -2.028779e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 74858 members 
Entering Unmasked Estep 
Score: -20291600.000000 Penalty: 5802.595703
	Iteration 8F: 3 clusters Score -2.02916e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 74381 members 
Entering Unmasked Estep 
Score: -20293730.000000 Penalty: 5802.595703
	Iteration 9Q: 3 clusters Score -2.029373e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 73672 members 
Entering Unmasked Estep 
Score: -20294672.000000 Penalty: 5802.595703
	Iteration 10Q: 3 clusters Score -2.029467e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 72732 members 
Entering Unmasked Estep 
Score: -20295128.000000 Penalty: 5802.595703
	Iteration 11Q: 3 clusters Score -2.029513e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 71639 members 
Entering Unmasked Estep 
Score: -20295376.000000 Penalty: 5802.595703
	Iteration 12Q: 3 clusters Score -2.029538e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
Score: -20295764.000000 Penalty: 5802.595703
	Iteration 13Q: 3 clusters Score -2.029576e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 69207 members 
Entering Unmasked Estep 
Score: -20296190.000000 Penalty: 5802.595703
	Iteration 14Q: 3 clusters Score -2.029619e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52541 members 
Mstep: Class 2 contains 67884 members 
Entering Unmasked Estep 
Score: -20296612.000000 Penalty: 5802.595703
	Iteration 15Q: 3 clusters Score -2.029661e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 66438 members 
Entering Unmasked Estep 
Score: -20297102.000000 Penalty: 5802.595703
	Iteration 16Q: 3 clusters Score -2.02971e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -20297864.000000 Penalty: 5802.595703
	Iteration 17Q: 3 clusters Score -2.029786e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 63173 members 
Entering Unmasked Estep 
Score: -20298628.000000 Penalty: 5802.595703
	Iteration 18Q: 3 clusters Score -2.029863e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -20299650.000000 Penalty: 5802.595703
	Iteration 19Q: 3 clusters Score -2.029965e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 59536 members 
Entering Unmasked Estep 
Score: -20300788.000000 Penalty: 5802.595703
	Iteration 20F: 3 clusters Score -2.030079e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -20302058.000000 Penalty: 5802.595703
	Iteration 21Q: 3 clusters Score -2.030206e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64995 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
Score: -20303764.000000 Penalty: 5802.595703
	Iteration 22Q: 3 clusters Score -2.030376e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66980 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -20305578.000000 Penalty: 5802.595703
	Iteration 23Q: 3 clusters Score -2.030558e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -20307408.000000 Penalty: 5802.595703
	Iteration 24Q: 3 clusters Score -2.030741e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69912 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -20308718.000000 Penalty: 5802.595703
	Iteration 25Q: 3 clusters Score -2.030872e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70646 members 
Mstep: Class 2 contains 49779 members 
Entering Unmasked Estep 
Score: -20309736.000000 Penalty: 5802.595703
	Iteration 26Q: 3 clusters Score -2.030974e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71030 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -20310576.000000 Penalty: 5802.595703
	Iteration 27Q: 3 clusters Score -2.031058e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71221 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -20311406.000000 Penalty: 5802.595703
	Iteration 28Q: 3 clusters Score -2.031141e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71249 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -20311994.000000 Penalty: 5802.595703
	Iteration 29Q: 3 clusters Score -2.031199e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71264 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -20312388.000000 Penalty: 5802.595703
	Iteration 30Q: 3 clusters Score -2.031239e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71278 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -20312728.000000 Penalty: 5802.595703
	Iteration 31Q: 3 clusters Score -2.031273e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71274 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -20312946.000000 Penalty: 5802.595703
	Iteration 32Q: 3 clusters Score -2.031295e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71287 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -20313086.000000 Penalty: 5802.595703
	Iteration 33Q: 3 clusters Score -2.031309e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71287 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -20313190.000000 Penalty: 5802.595703
	Iteration 34Q: 3 clusters Score -2.031319e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71317 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -20313282.000000 Penalty: 5802.595703
	Iteration 35Q: 3 clusters Score -2.031328e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71326 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -20313340.000000 Penalty: 5802.595703
	Iteration 36Q: 3 clusters Score -2.031334e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71330 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -20313402.000000 Penalty: 5802.595703
	Iteration 37Q: 3 clusters Score -2.03134e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71310 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -20313472.000000 Penalty: 5802.595703
	Iteration 38Q: 3 clusters Score -2.031347e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71293 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -20313476.000000 Penalty: 5802.595703
	Iteration 39Q: 3 clusters Score -2.031348e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71282 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
Score: -20313620.000000 Penalty: 5802.595703
	Iteration 40F: 3 clusters Score -2.031362e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71358 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -20313638.000000 Penalty: 5802.595703
	Iteration 41Q: 3 clusters Score -2.031364e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71385 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -20313656.000000 Penalty: 5802.595703
	Iteration 42Q: 3 clusters Score -2.031366e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71398 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -20313688.000000 Penalty: 5802.595703
	Iteration 43Q: 3 clusters Score -2.031369e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71409 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -20313726.000000 Penalty: 5802.595703
	Iteration 44Q: 3 clusters Score -2.031373e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71409 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -20313708.000000 Penalty: 5802.595703
	Iteration 45Q: 3 clusters Score -2.031371e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71410 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -20313668.000000 Penalty: 5802.595703
	Iteration 46Q: 3 clusters Score -2.031367e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -20313676.000000 Penalty: 5802.595703
	Iteration 47Q: 3 clusters Score -2.031368e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71407 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -20313690.000000 Penalty: 5802.595703
	Iteration 48Q: 3 clusters Score -2.031369e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71419 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -20313692.000000 Penalty: 5802.595703
	Iteration 49Q: 3 clusters Score -2.031369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71420 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -20313674.000000 Penalty: 5802.595703
	Iteration 50Q: 3 clusters Score -2.031367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71423 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -20313690.000000 Penalty: 5802.595703
	Iteration 51Q: 3 clusters Score -2.031369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71418 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -20313666.000000 Penalty: 5802.595703
	Iteration 52Q: 3 clusters Score -2.031367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71418 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -20313670.000000 Penalty: 5802.595703
	Iteration 53Q: 3 clusters Score -2.031367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71417 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -20313674.000000 Penalty: 5802.595703
	Iteration 54Q: 3 clusters Score -2.031367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71415 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -20313702.000000 Penalty: 5802.595703
	Iteration 55Q: 3 clusters Score -2.03137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71412 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -20313700.000000 Penalty: 5802.595703
	Iteration 56Q: 3 clusters Score -2.03137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71409 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -20313692.000000 Penalty: 5802.595703
	Iteration 57Q: 3 clusters Score -2.031369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71405 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -20313692.000000 Penalty: 5802.595703
	Iteration 58Q: 3 clusters Score -2.031369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71404 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -20313704.000000 Penalty: 5802.595703
	Iteration 59Q: 3 clusters Score -2.03137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71398 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -20313694.000000 Penalty: 5802.595703
	Iteration 60F: 3 clusters Score -2.031369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -20313700.000000 Penalty: 5802.595703
	Iteration 61Q: 3 clusters Score -2.03137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71393 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -20313690.000000 Penalty: 5802.595703
	Iteration 62Q: 3 clusters Score -2.031369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71390 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -20313684.000000 Penalty: 5802.595703
	Iteration 63Q: 3 clusters Score -2.031368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71386 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -20313688.000000 Penalty: 5802.595703
	Iteration 64Q: 3 clusters Score -2.031369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71389 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -20313676.000000 Penalty: 5802.595703
	Iteration 65Q: 3 clusters Score -2.031368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71387 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -20313676.000000 Penalty: 5802.595703
	Iteration 66Q: 3 clusters Score -2.031368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71384 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -20313688.000000 Penalty: 5802.595703
	Iteration 67Q: 3 clusters Score -2.031369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71384 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -20313690.000000 Penalty: 5802.595703
	Iteration 68Q: 3 clusters Score -2.031369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71383 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -20313678.000000 Penalty: 5802.595703
	Iteration 69Q: 3 clusters Score -2.031368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71385 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -20313654.000000 Penalty: 5802.595703
	Iteration 70Q: 3 clusters Score -2.031365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71387 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -20313660.000000 Penalty: 5802.595703
	Iteration 71Q: 3 clusters Score -2.031366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71386 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -20313672.000000 Penalty: 5802.595703
	Iteration 72Q: 3 clusters Score -2.031367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71386 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -20313666.000000 Penalty: 5802.595703
	Iteration 73Q: 3 clusters Score -2.031367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71388 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -20313684.000000 Penalty: 5802.595703
	Iteration 74Q: 3 clusters Score -2.031368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71387 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -20313672.000000 Penalty: 5802.595703
	Iteration 75Q: 3 clusters Score -2.031367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71386 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -20313668.000000 Penalty: 5802.595703
	Iteration 76Q: 3 clusters Score -2.031367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71386 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -20313668.000000 Penalty: 5802.595703
	Iteration 77F: 3 clusters Score -2.031367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 38875 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 23057 members 
Mstep: Class 5 contains 32000 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 8438 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 18681 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 32319 members 
Mstep: Class 12 contains 28290 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 19424 members 
Mstep: Class 15 contains 2915 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 58938 members 
Mstep: Class 18 contains 11053 members 
Mstep: Class 19 contains 13258 members 
Mstep: Class 20 contains 71386 members 
Mstep: Class 21 contains 35201 members 
Mstep: Class 22 contains 27405 members 
Mstep: Class 23 contains 12652 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 1207 members 
Mstep: Class 26 contains 12063 members 
Mstep: Class 27 contains 54701 members 
Mstep: Class 28 contains 9877 members 
Mstep: Class 29 contains 4127 members 
Mstep: Class 30 contains 8043 members 
Mstep: Class 31 contains 48707 members 
Mstep: Class 32 contains 9894 members 
Mstep: Class 33 contains 1632 members 
Mstep: Class 34 contains 49039 members 
Entering Unmasked Estep 
Score: -114906752.000000 Penalty: 113499.312500
Splitting cluster 20 changes total score from -114720432.000000 to -114906752.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 23057 members 
Mstep: Class 5 contains 32000 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 8438 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 32319 members 
Mstep: Class 12 contains 28290 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 19424 members 
Mstep: Class 15 contains 2915 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 58938 members 
Mstep: Class 18 contains 11053 members 
Mstep: Class 19 contains 13258 members 
Mstep: Class 20 contains 71386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114941304.000000 Penalty: 113499.312500
Iteration 39Q: 35 clusters Score -1.149413e+08 nChanged 45061
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 40465 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 25561 members 
Mstep: Class 5 contains 32155 members 
Mstep: Class 6 contains 3323 members 
Mstep: Class 7 contains 8353 members 
Mstep: Class 8 contains 3085 members 
Mstep: Class 9 contains 18663 members 
Mstep: Class 10 contains 726 members 
Mstep: Class 11 contains 31756 members 
Mstep: Class 12 contains 28551 members 
Mstep: Class 13 contains 3979 members 
Mstep: Class 14 contains 18729 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 57476 members 
Mstep: Class 18 contains 11719 members 
Mstep: Class 19 contains 13580 members 
Mstep: Class 20 contains 74299 members 
Mstep: Class 21 contains 33922 members 
Mstep: Class 22 contains 24820 members 
Mstep: Class 23 contains 11796 members 
Mstep: Class 24 contains 4242 members 
Mstep: Class 25 contains 1207 members 
Mstep: Class 26 contains 12023 members 
Mstep: Class 27 contains 54113 members 
Mstep: Class 28 contains 10072 members 
Mstep: Class 29 contains 4033 members 
Mstep: Class 30 contains 7923 members 
Mstep: Class 31 contains 45867 members 
Mstep: Class 32 contains 9049 members 
Mstep: Class 33 contains 1650 members 
Mstep: Class 34 contains 49469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114970920.000000 Penalty: 113499.312500
Iteration 40F: 35 clusters Score -1.149709e+08 nChanged 31605
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 41613 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 26748 members 
Mstep: Class 5 contains 32410 members 
Mstep: Class 6 contains 3463 members 
Mstep: Class 7 contains 8135 members 
Mstep: Class 8 contains 3078 members 
Mstep: Class 9 contains 18838 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 31012 members 
Mstep: Class 12 contains 26935 members 
Mstep: Class 13 contains 3836 members 
Mstep: Class 14 contains 17599 members 
Mstep: Class 15 contains 3037 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 56057 members 
Mstep: Class 18 contains 11642 members 
Mstep: Class 19 contains 13471 members 
Mstep: Class 20 contains 74566 members 
Mstep: Class 21 contains 34236 members 
Mstep: Class 22 contains 24653 members 
Mstep: Class 23 contains 11765 members 
Mstep: Class 24 contains 4275 members 
Mstep: Class 25 contains 1239 members 
Mstep: Class 26 contains 12014 members 
Mstep: Class 27 contains 54832 members 
Mstep: Class 28 contains 10727 members 
Mstep: Class 29 contains 4119 members 
Mstep: Class 30 contains 7913 members 
Mstep: Class 31 contains 45868 members 
Mstep: Class 32 contains 9380 members 
Mstep: Class 33 contains 1732 members 
Mstep: Class 34 contains 52117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114984072.000000 Penalty: 113499.312500
Iteration 41Q: 35 clusters Score -1.149841e+08 nChanged 18299
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 42359 members 
Mstep: Class 3 contains 1012 members 
Mstep: Class 4 contains 27828 members 
Mstep: Class 5 contains 32897 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 7945 members 
Mstep: Class 8 contains 3078 members 
Mstep: Class 9 contains 18959 members 
Mstep: Class 10 contains 616 members 
Mstep: Class 11 contains 30424 members 
Mstep: Class 12 contains 26014 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 16623 members 
Mstep: Class 15 contains 3053 members 
Mstep: Class 16 contains 1162 members 
Mstep: Class 17 contains 55273 members 
Mstep: Class 18 contains 11627 members 
Mstep: Class 19 contains 13443 members 
Mstep: Class 20 contains 74667 members 
Mstep: Class 21 contains 34046 members 
Mstep: Class 22 contains 24445 members 
Mstep: Class 23 contains 11674 members 
Mstep: Class 24 contains 4294 members 
Mstep: Class 25 contains 1259 members 
Mstep: Class 26 contains 11993 members 
Mstep: Class 27 contains 55149 members 
Mstep: Class 28 contains 11131 members 
Mstep: Class 29 contains 4180 members 
Mstep: Class 30 contains 7902 members 
Mstep: Class 31 contains 45638 members 
Mstep: Class 32 contains 9618 members 
Mstep: Class 33 contains 1725 members 
Mstep: Class 34 contains 54216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114989584.000000 Penalty: 113499.312500
Iteration 42Q: 35 clusters Score -1.149896e+08 nChanged 12635
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 42785 members 
Mstep: Class 3 contains 1006 members 
Mstep: Class 4 contains 28777 members 
Mstep: Class 5 contains 33458 members 
Mstep: Class 6 contains 3666 members 
Mstep: Class 7 contains 7781 members 
Mstep: Class 8 contains 3088 members 
Mstep: Class 9 contains 19165 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 29953 members 
Mstep: Class 12 contains 25503 members 
Mstep: Class 13 contains 3708 members 
Mstep: Class 14 contains 15835 members 
Mstep: Class 15 contains 3064 members 
Mstep: Class 16 contains 1154 members 
Mstep: Class 17 contains 54831 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 13452 members 
Mstep: Class 20 contains 74629 members 
Mstep: Class 21 contains 33715 members 
Mstep: Class 22 contains 24318 members 
Mstep: Class 23 contains 11585 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 1271 members 
Mstep: Class 26 contains 11981 members 
Mstep: Class 27 contains 55371 members 
Mstep: Class 28 contains 11420 members 
Mstep: Class 29 contains 4240 members 
Mstep: Class 30 contains 7895 members 
Mstep: Class 31 contains 45348 members 
Mstep: Class 32 contains 9770 members 
Mstep: Class 33 contains 1706 members 
Mstep: Class 34 contains 55726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114992384.000000 Penalty: 113499.312500
Iteration 43Q: 35 clusters Score -1.149924e+08 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 43067 members 
Mstep: Class 3 contains 998 members 
Mstep: Class 4 contains 29684 members 
Mstep: Class 5 contains 33970 members 
Mstep: Class 6 contains 3737 members 
Mstep: Class 7 contains 7634 members 
Mstep: Class 8 contains 3098 members 
Mstep: Class 9 contains 19395 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 29512 members 
Mstep: Class 12 contains 25158 members 
Mstep: Class 13 contains 3684 members 
Mstep: Class 14 contains 15180 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 1147 members 
Mstep: Class 17 contains 54482 members 
Mstep: Class 18 contains 11553 members 
Mstep: Class 19 contains 13477 members 
Mstep: Class 20 contains 74620 members 
Mstep: Class 21 contains 33386 members 
Mstep: Class 22 contains 24169 members 
Mstep: Class 23 contains 11515 members 
Mstep: Class 24 contains 4323 members 
Mstep: Class 25 contains 1285 members 
Mstep: Class 26 contains 11980 members 
Mstep: Class 27 contains 55538 members 
Mstep: Class 28 contains 11654 members 
Mstep: Class 29 contains 4288 members 
Mstep: Class 30 contains 7892 members 
Mstep: Class 31 contains 45078 members 
Mstep: Class 32 contains 9909 members 
Mstep: Class 33 contains 1687 members 
Mstep: Class 34 contains 56859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114994800.000000 Penalty: 113499.312500
Iteration 44Q: 35 clusters Score -1.149948e+08 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 43259 members 
Mstep: Class 3 contains 992 members 
Mstep: Class 4 contains 30560 members 
Mstep: Class 5 contains 34466 members 
Mstep: Class 6 contains 3793 members 
Mstep: Class 7 contains 7520 members 
Mstep: Class 8 contains 3101 members 
Mstep: Class 9 contains 19640 members 
Mstep: Class 10 contains 585 members 
Mstep: Class 11 contains 29134 members 
Mstep: Class 12 contains 24968 members 
Mstep: Class 13 contains 3665 members 
Mstep: Class 14 contains 14626 members 
Mstep: Class 15 contains 3074 members 
Mstep: Class 16 contains 1142 members 
Mstep: Class 17 contains 54253 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 13501 members 
Mstep: Class 20 contains 74594 members 
Mstep: Class 21 contains 33074 members 
Mstep: Class 22 contains 24066 members 
Mstep: Class 23 contains 11428 members 
Mstep: Class 24 contains 4336 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 11985 members 
Mstep: Class 27 contains 55657 members 
Mstep: Class 28 contains 11837 members 
Mstep: Class 29 contains 4320 members 
Mstep: Class 30 contains 7886 members 
Mstep: Class 31 contains 44741 members 
Mstep: Class 32 contains 10028 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 57676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114996000.000000 Penalty: 113499.312500
Iteration 45Q: 35 clusters Score -1.14996e+08 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 43405 members 
Mstep: Class 3 contains 975 members 
Mstep: Class 4 contains 31324 members 
Mstep: Class 5 contains 34908 members 
Mstep: Class 6 contains 3839 members 
Mstep: Class 7 contains 7447 members 
Mstep: Class 8 contains 3103 members 
Mstep: Class 9 contains 19895 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 28743 members 
Mstep: Class 12 contains 24853 members 
Mstep: Class 13 contains 3654 members 
Mstep: Class 14 contains 14152 members 
Mstep: Class 15 contains 3074 members 
Mstep: Class 16 contains 1136 members 
Mstep: Class 17 contains 54121 members 
Mstep: Class 18 contains 11471 members 
Mstep: Class 19 contains 13535 members 
Mstep: Class 20 contains 74517 members 
Mstep: Class 21 contains 32832 members 
Mstep: Class 22 contains 24001 members 
Mstep: Class 23 contains 11338 members 
Mstep: Class 24 contains 4356 members 
Mstep: Class 25 contains 1315 members 
Mstep: Class 26 contains 12010 members 
Mstep: Class 27 contains 55721 members 
Mstep: Class 28 contains 11966 members 
Mstep: Class 29 contains 4354 members 
Mstep: Class 30 contains 7888 members 
Mstep: Class 31 contains 44405 members 
Mstep: Class 32 contains 10115 members 
Mstep: Class 33 contains 1664 members 
Mstep: Class 34 contains 58248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114997376.000000 Penalty: 113499.312500
Iteration 46Q: 35 clusters Score -1.149974e+08 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 43496 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 32042 members 
Mstep: Class 5 contains 35329 members 
Mstep: Class 6 contains 3880 members 
Mstep: Class 7 contains 7388 members 
Mstep: Class 8 contains 3092 members 
Mstep: Class 9 contains 20140 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 28337 members 
Mstep: Class 12 contains 24837 members 
Mstep: Class 13 contains 3645 members 
Mstep: Class 14 contains 13754 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 54036 members 
Mstep: Class 18 contains 11427 members 
Mstep: Class 19 contains 13559 members 
Mstep: Class 20 contains 74478 members 
Mstep: Class 21 contains 32603 members 
Mstep: Class 22 contains 23969 members 
Mstep: Class 23 contains 11263 members 
Mstep: Class 24 contains 4377 members 
Mstep: Class 25 contains 1328 members 
Mstep: Class 26 contains 12024 members 
Mstep: Class 27 contains 55774 members 
Mstep: Class 28 contains 12082 members 
Mstep: Class 29 contains 4371 members 
Mstep: Class 30 contains 7888 members 
Mstep: Class 31 contains 44072 members 
Mstep: Class 32 contains 10179 members 
Mstep: Class 33 contains 1658 members 
Mstep: Class 34 contains 58660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114998032.000000 Penalty: 113499.312500
Iteration 47Q: 35 clusters Score -1.14998e+08 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 43559 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 32664 members 
Mstep: Class 5 contains 35659 members 
Mstep: Class 6 contains 3908 members 
Mstep: Class 7 contains 7350 members 
Mstep: Class 8 contains 3081 members 
Mstep: Class 9 contains 20379 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 27914 members 
Mstep: Class 12 contains 24920 members 
Mstep: Class 13 contains 3640 members 
Mstep: Class 14 contains 13414 members 
Mstep: Class 15 contains 3078 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 54043 members 
Mstep: Class 18 contains 11381 members 
Mstep: Class 19 contains 13579 members 
Mstep: Class 20 contains 74487 members 
Mstep: Class 21 contains 32366 members 
Mstep: Class 22 contains 23908 members 
Mstep: Class 23 contains 11207 members 
Mstep: Class 24 contains 4394 members 
Mstep: Class 25 contains 1330 members 
Mstep: Class 26 contains 12064 members 
Mstep: Class 27 contains 55806 members 
Mstep: Class 28 contains 12166 members 
Mstep: Class 29 contains 4381 members 
Mstep: Class 30 contains 7892 members 
Mstep: Class 31 contains 43744 members 
Mstep: Class 32 contains 10239 members 
Mstep: Class 33 contains 1656 members 
Mstep: Class 34 contains 58965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114998400.000000 Penalty: 113499.312500
Iteration 48Q: 35 clusters Score -1.149984e+08 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 43583 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 33289 members 
Mstep: Class 5 contains 35931 members 
Mstep: Class 6 contains 3943 members 
Mstep: Class 7 contains 7324 members 
Mstep: Class 8 contains 3061 members 
Mstep: Class 9 contains 20586 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 27452 members 
Mstep: Class 12 contains 25061 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 13145 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 54058 members 
Mstep: Class 18 contains 11348 members 
Mstep: Class 19 contains 13596 members 
Mstep: Class 20 contains 74539 members 
Mstep: Class 21 contains 32164 members 
Mstep: Class 22 contains 23854 members 
Mstep: Class 23 contains 11147 members 
Mstep: Class 24 contains 4412 members 
Mstep: Class 25 contains 1330 members 
Mstep: Class 26 contains 12111 members 
Mstep: Class 27 contains 55825 members 
Mstep: Class 28 contains 12217 members 
Mstep: Class 29 contains 4387 members 
Mstep: Class 30 contains 7893 members 
Mstep: Class 31 contains 43358 members 
Mstep: Class 32 contains 10298 members 
Mstep: Class 33 contains 1655 members 
Mstep: Class 34 contains 59224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114998656.000000 Penalty: 113499.312500
Iteration 49Q: 35 clusters Score -1.149987e+08 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 43573 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 33992 members 
Mstep: Class 5 contains 36185 members 
Mstep: Class 6 contains 3978 members 
Mstep: Class 7 contains 7318 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 20801 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 11 contains 27002 members 
Mstep: Class 12 contains 25269 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 12915 members 
Mstep: Class 15 contains 3081 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 54048 members 
Mstep: Class 18 contains 11303 members 
Mstep: Class 19 contains 13614 members 
Mstep: Class 20 contains 74582 members 
Mstep: Class 21 contains 31989 members 
Mstep: Class 22 contains 23810 members 
Mstep: Class 23 contains 11090 members 
Mstep: Class 24 contains 4425 members 
Mstep: Class 25 contains 1330 members 
Mstep: Class 26 contains 12153 members 
Mstep: Class 27 contains 55831 members 
Mstep: Class 28 contains 12264 members 
Mstep: Class 29 contains 4396 members 
Mstep: Class 30 contains 7897 members 
Mstep: Class 31 contains 42913 members 
Mstep: Class 32 contains 10330 members 
Mstep: Class 33 contains 1656 members 
Mstep: Class 34 contains 59364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114999160.000000 Penalty: 113499.312500
Iteration 50Q: 35 clusters Score -1.149992e+08 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 43536 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 34688 members 
Mstep: Class 5 contains 36422 members 
Mstep: Class 6 contains 4003 members 
Mstep: Class 7 contains 7321 members 
Mstep: Class 8 contains 3053 members 
Mstep: Class 9 contains 21016 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 26548 members 
Mstep: Class 12 contains 25530 members 
Mstep: Class 13 contains 3635 members 
Mstep: Class 14 contains 12701 members 
Mstep: Class 15 contains 3081 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 54030 members 
Mstep: Class 18 contains 11271 members 
Mstep: Class 19 contains 13621 members 
Mstep: Class 20 contains 74602 members 
Mstep: Class 21 contains 31829 members 
Mstep: Class 22 contains 23758 members 
Mstep: Class 23 contains 11012 members 
Mstep: Class 24 contains 4432 members 
Mstep: Class 25 contains 1330 members 
Mstep: Class 26 contains 12194 members 
Mstep: Class 27 contains 55844 members 
Mstep: Class 28 contains 12305 members 
Mstep: Class 29 contains 4407 members 
Mstep: Class 30 contains 7904 members 
Mstep: Class 31 contains 42523 members 
Mstep: Class 32 contains 10364 members 
Mstep: Class 33 contains 1656 members 
Mstep: Class 34 contains 59492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114999976.000000 Penalty: 113499.312500
Iteration 51Q: 35 clusters Score -1.15e+08 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 43453 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 35433 members 
Mstep: Class 5 contains 36634 members 
Mstep: Class 6 contains 4021 members 
Mstep: Class 7 contains 7317 members 
Mstep: Class 8 contains 3047 members 
Mstep: Class 9 contains 21230 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 26017 members 
Mstep: Class 12 contains 25837 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 12527 members 
Mstep: Class 15 contains 3081 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53969 members 
Mstep: Class 18 contains 11260 members 
Mstep: Class 19 contains 13633 members 
Mstep: Class 20 contains 74634 members 
Mstep: Class 21 contains 31674 members 
Mstep: Class 22 contains 23678 members 
Mstep: Class 23 contains 10970 members 
Mstep: Class 24 contains 4436 members 
Mstep: Class 25 contains 1330 members 
Mstep: Class 26 contains 12255 members 
Mstep: Class 27 contains 55850 members 
Mstep: Class 28 contains 12344 members 
Mstep: Class 29 contains 4422 members 
Mstep: Class 30 contains 7905 members 
Mstep: Class 31 contains 42137 members 
Mstep: Class 32 contains 10387 members 
Mstep: Class 33 contains 1657 members 
Mstep: Class 34 contains 59589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115000664.000000 Penalty: 113499.312500
Iteration 52Q: 35 clusters Score -1.150007e+08 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 43385 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 36161 members 
Mstep: Class 5 contains 36830 members 
Mstep: Class 6 contains 4044 members 
Mstep: Class 7 contains 7322 members 
Mstep: Class 8 contains 3040 members 
Mstep: Class 9 contains 21427 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 25489 members 
Mstep: Class 12 contains 26182 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 12378 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53949 members 
Mstep: Class 18 contains 11259 members 
Mstep: Class 19 contains 13645 members 
Mstep: Class 20 contains 74657 members 
Mstep: Class 21 contains 31524 members 
Mstep: Class 22 contains 23594 members 
Mstep: Class 23 contains 10925 members 
Mstep: Class 24 contains 4437 members 
Mstep: Class 25 contains 1330 members 
Mstep: Class 26 contains 12312 members 
Mstep: Class 27 contains 55856 members 
Mstep: Class 28 contains 12387 members 
Mstep: Class 29 contains 4428 members 
Mstep: Class 30 contains 7906 members 
Mstep: Class 31 contains 41745 members 
Mstep: Class 32 contains 10407 members 
Mstep: Class 33 contains 1657 members 
Mstep: Class 34 contains 59693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115001088.000000 Penalty: 113499.312500
Iteration 53Q: 35 clusters Score -1.150011e+08 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 43333 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 36939 members 
Mstep: Class 5 contains 37008 members 
Mstep: Class 6 contains 4067 members 
Mstep: Class 7 contains 7335 members 
Mstep: Class 8 contains 3037 members 
Mstep: Class 9 contains 21584 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 11 contains 24908 members 
Mstep: Class 12 contains 26600 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 12248 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53911 members 
Mstep: Class 18 contains 11241 members 
Mstep: Class 19 contains 13651 members 
Mstep: Class 20 contains 74665 members 
Mstep: Class 21 contains 31379 members 
Mstep: Class 22 contains 23547 members 
Mstep: Class 23 contains 10879 members 
Mstep: Class 24 contains 4442 members 
Mstep: Class 25 contains 1330 members 
Mstep: Class 26 contains 12376 members 
Mstep: Class 27 contains 55858 members 
Mstep: Class 28 contains 12429 members 
Mstep: Class 29 contains 4434 members 
Mstep: Class 30 contains 7905 members 
Mstep: Class 31 contains 41330 members 
Mstep: Class 32 contains 10400 members 
Mstep: Class 33 contains 1655 members 
Mstep: Class 34 contains 59774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115001584.000000 Penalty: 113499.312500
Iteration 54Q: 35 clusters Score -1.150016e+08 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 43257 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 37722 members 
Mstep: Class 5 contains 37152 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 7344 members 
Mstep: Class 8 contains 3028 members 
Mstep: Class 9 contains 21721 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 11 contains 24286 members 
Mstep: Class 12 contains 27058 members 
Mstep: Class 13 contains 3634 members 
Mstep: Class 14 contains 12158 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53807 members 
Mstep: Class 18 contains 11229 members 
Mstep: Class 19 contains 13654 members 
Mstep: Class 20 contains 74688 members 
Mstep: Class 21 contains 31284 members 
Mstep: Class 22 contains 23493 members 
Mstep: Class 23 contains 10826 members 
Mstep: Class 24 contains 4447 members 
Mstep: Class 25 contains 1330 members 
Mstep: Class 26 contains 12452 members 
Mstep: Class 27 contains 55855 members 
Mstep: Class 28 contains 12470 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 7908 members 
Mstep: Class 31 contains 40945 members 
Mstep: Class 32 contains 10378 members 
Mstep: Class 33 contains 1657 members 
Mstep: Class 34 contains 59856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115002376.000000 Penalty: 113499.312500
Iteration 55Q: 35 clusters Score -1.150024e+08 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 43191 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 38554 members 
Mstep: Class 5 contains 37330 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 7354 members 
Mstep: Class 8 contains 3031 members 
Mstep: Class 9 contains 21843 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 11 contains 23649 members 
Mstep: Class 12 contains 27532 members 
Mstep: Class 13 contains 3634 members 
Mstep: Class 14 contains 12070 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53708 members 
Mstep: Class 18 contains 11218 members 
Mstep: Class 19 contains 13664 members 
Mstep: Class 20 contains 74717 members 
Mstep: Class 21 contains 31180 members 
Mstep: Class 22 contains 23443 members 
Mstep: Class 23 contains 10779 members 
Mstep: Class 24 contains 4448 members 
Mstep: Class 25 contains 1330 members 
Mstep: Class 26 contains 12520 members 
Mstep: Class 27 contains 55845 members 
Mstep: Class 28 contains 12498 members 
Mstep: Class 29 contains 4446 members 
Mstep: Class 30 contains 7909 members 
Mstep: Class 31 contains 40524 members 
Mstep: Class 32 contains 10344 members 
Mstep: Class 33 contains 1656 members 
Mstep: Class 34 contains 59948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115003272.000000 Penalty: 113499.312500
Iteration 56Q: 35 clusters Score -1.150033e+08 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 43113 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 39401 members 
Mstep: Class 5 contains 37515 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 7367 members 
Mstep: Class 8 contains 3020 members 
Mstep: Class 9 contains 21977 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 23008 members 
Mstep: Class 12 contains 28027 members 
Mstep: Class 13 contains 3633 members 
Mstep: Class 14 contains 11978 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53640 members 
Mstep: Class 18 contains 11224 members 
Mstep: Class 19 contains 13674 members 
Mstep: Class 20 contains 74740 members 
Mstep: Class 21 contains 31074 members 
Mstep: Class 22 contains 23391 members 
Mstep: Class 23 contains 10727 members 
Mstep: Class 24 contains 4450 members 
Mstep: Class 25 contains 1329 members 
Mstep: Class 26 contains 12572 members 
Mstep: Class 27 contains 55832 members 
Mstep: Class 28 contains 12537 members 
Mstep: Class 29 contains 4457 members 
Mstep: Class 30 contains 7913 members 
Mstep: Class 31 contains 40087 members 
Mstep: Class 32 contains 10324 members 
Mstep: Class 33 contains 1657 members 
Mstep: Class 34 contains 60033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115003864.000000 Penalty: 113499.312500
Iteration 57Q: 35 clusters Score -1.150039e+08 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 43036 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 40299 members 
Mstep: Class 5 contains 37633 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 7387 members 
Mstep: Class 8 contains 3013 members 
Mstep: Class 9 contains 22114 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 22451 members 
Mstep: Class 12 contains 28515 members 
Mstep: Class 13 contains 3633 members 
Mstep: Class 14 contains 11896 members 
Mstep: Class 15 contains 3081 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53575 members 
Mstep: Class 18 contains 11229 members 
Mstep: Class 19 contains 13682 members 
Mstep: Class 20 contains 74771 members 
Mstep: Class 21 contains 30962 members 
Mstep: Class 22 contains 23333 members 
Mstep: Class 23 contains 10677 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 1329 members 
Mstep: Class 26 contains 12598 members 
Mstep: Class 27 contains 55822 members 
Mstep: Class 28 contains 12566 members 
Mstep: Class 29 contains 4468 members 
Mstep: Class 30 contains 7915 members 
Mstep: Class 31 contains 39639 members 
Mstep: Class 32 contains 10289 members 
Mstep: Class 33 contains 1659 members 
Mstep: Class 34 contains 60099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115004264.000000 Penalty: 113499.312500
Iteration 58Q: 35 clusters Score -1.150043e+08 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 42945 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 41224 members 
Mstep: Class 5 contains 37723 members 
Mstep: Class 6 contains 4168 members 
Mstep: Class 7 contains 7407 members 
Mstep: Class 8 contains 3005 members 
Mstep: Class 9 contains 22250 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 21980 members 
Mstep: Class 12 contains 28936 members 
Mstep: Class 13 contains 3633 members 
Mstep: Class 14 contains 11832 members 
Mstep: Class 15 contains 3081 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53440 members 
Mstep: Class 18 contains 11214 members 
Mstep: Class 19 contains 13685 members 
Mstep: Class 20 contains 74798 members 
Mstep: Class 21 contains 30853 members 
Mstep: Class 22 contains 23297 members 
Mstep: Class 23 contains 10623 members 
Mstep: Class 24 contains 4452 members 
Mstep: Class 25 contains 1329 members 
Mstep: Class 26 contains 12622 members 
Mstep: Class 27 contains 55814 members 
Mstep: Class 28 contains 12600 members 
Mstep: Class 29 contains 4481 members 
Mstep: Class 30 contains 7919 members 
Mstep: Class 31 contains 39205 members 
Mstep: Class 32 contains 10255 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 60169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115004632.000000 Penalty: 113499.312500
Iteration 59Q: 35 clusters Score -1.150046e+08 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 42851 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 42120 members 
Mstep: Class 5 contains 37815 members 
Mstep: Class 6 contains 4186 members 
Mstep: Class 7 contains 7423 members 
Mstep: Class 8 contains 2998 members 
Mstep: Class 9 contains 22380 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 21495 members 
Mstep: Class 12 contains 29386 members 
Mstep: Class 13 contains 3633 members 
Mstep: Class 14 contains 11761 members 
Mstep: Class 15 contains 3081 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53344 members 
Mstep: Class 18 contains 11210 members 
Mstep: Class 19 contains 13693 members 
Mstep: Class 20 contains 74828 members 
Mstep: Class 21 contains 30755 members 
Mstep: Class 22 contains 23233 members 
Mstep: Class 23 contains 10576 members 
Mstep: Class 24 contains 4456 members 
Mstep: Class 25 contains 1329 members 
Mstep: Class 26 contains 12648 members 
Mstep: Class 27 contains 55820 members 
Mstep: Class 28 contains 12619 members 
Mstep: Class 29 contains 4497 members 
Mstep: Class 30 contains 7919 members 
Mstep: Class 31 contains 38783 members 
Mstep: Class 32 contains 10236 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 60228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115005448.000000 Penalty: 113499.312500
Iteration 60F: 35 clusters Score -1.150054e+08 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 42794 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 42985 members 
Mstep: Class 5 contains 37886 members 
Mstep: Class 6 contains 4204 members 
Mstep: Class 7 contains 7439 members 
Mstep: Class 8 contains 2990 members 
Mstep: Class 9 contains 22510 members 
Mstep: Class 10 contains 586 members 
Mstep: Class 11 contains 21026 members 
Mstep: Class 12 contains 29820 members 
Mstep: Class 13 contains 3634 members 
Mstep: Class 14 contains 11700 members 
Mstep: Class 15 contains 3081 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53269 members 
Mstep: Class 18 contains 11208 members 
Mstep: Class 19 contains 13694 members 
Mstep: Class 20 contains 74863 members 
Mstep: Class 21 contains 30679 members 
Mstep: Class 22 contains 23175 members 
Mstep: Class 23 contains 10523 members 
Mstep: Class 24 contains 4458 members 
Mstep: Class 25 contains 1329 members 
Mstep: Class 26 contains 12655 members 
Mstep: Class 27 contains 55813 members 
Mstep: Class 28 contains 12636 members 
Mstep: Class 29 contains 4525 members 
Mstep: Class 30 contains 7922 members 
Mstep: Class 31 contains 38392 members 
Mstep: Class 32 contains 10211 members 
Mstep: Class 33 contains 1659 members 
Mstep: Class 34 contains 60256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115006152.000000 Penalty: 113499.312500
Iteration 61Q: 35 clusters Score -1.150062e+08 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 42756 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 43860 members 
Mstep: Class 5 contains 37958 members 
Mstep: Class 6 contains 4226 members 
Mstep: Class 7 contains 7454 members 
Mstep: Class 8 contains 2978 members 
Mstep: Class 9 contains 22640 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 11 contains 20564 members 
Mstep: Class 12 contains 30230 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 11649 members 
Mstep: Class 15 contains 3081 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53151 members 
Mstep: Class 18 contains 11209 members 
Mstep: Class 19 contains 13699 members 
Mstep: Class 20 contains 74881 members 
Mstep: Class 21 contains 30600 members 
Mstep: Class 22 contains 23112 members 
Mstep: Class 23 contains 10475 members 
Mstep: Class 24 contains 4464 members 
Mstep: Class 25 contains 1330 members 
Mstep: Class 26 contains 12654 members 
Mstep: Class 27 contains 55807 members 
Mstep: Class 28 contains 12648 members 
Mstep: Class 29 contains 4554 members 
Mstep: Class 30 contains 7922 members 
Mstep: Class 31 contains 37992 members 
Mstep: Class 32 contains 10188 members 
Mstep: Class 33 contains 1662 members 
Mstep: Class 34 contains 60275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115006904.000000 Penalty: 113499.312500
Iteration 62Q: 35 clusters Score -1.150069e+08 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 42721 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 44732 members 
Mstep: Class 5 contains 38008 members 
Mstep: Class 6 contains 4236 members 
Mstep: Class 7 contains 7473 members 
Mstep: Class 8 contains 2969 members 
Mstep: Class 9 contains 22773 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 20131 members 
Mstep: Class 12 contains 30615 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 11598 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53043 members 
Mstep: Class 18 contains 11201 members 
Mstep: Class 19 contains 13710 members 
Mstep: Class 20 contains 74911 members 
Mstep: Class 21 contains 30539 members 
Mstep: Class 22 contains 23033 members 
Mstep: Class 23 contains 10434 members 
Mstep: Class 24 contains 4461 members 
Mstep: Class 25 contains 1331 members 
Mstep: Class 26 contains 12658 members 
Mstep: Class 27 contains 55796 members 
Mstep: Class 28 contains 12661 members 
Mstep: Class 29 contains 4579 members 
Mstep: Class 30 contains 7922 members 
Mstep: Class 31 contains 37576 members 
Mstep: Class 32 contains 10168 members 
Mstep: Class 33 contains 1666 members 
Mstep: Class 34 contains 60279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115007144.000000 Penalty: 113499.312500
Iteration 63Q: 35 clusters Score -1.150071e+08 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 42688 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 45582 members 
Mstep: Class 5 contains 38068 members 
Mstep: Class 6 contains 4250 members 
Mstep: Class 7 contains 7493 members 
Mstep: Class 8 contains 2967 members 
Mstep: Class 9 contains 22899 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 19707 members 
Mstep: Class 12 contains 30987 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 11547 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 52993 members 
Mstep: Class 18 contains 11204 members 
Mstep: Class 19 contains 13715 members 
Mstep: Class 20 contains 74913 members 
Mstep: Class 21 contains 30476 members 
Mstep: Class 22 contains 22976 members 
Mstep: Class 23 contains 10390 members 
Mstep: Class 24 contains 4461 members 
Mstep: Class 25 contains 1331 members 
Mstep: Class 26 contains 12666 members 
Mstep: Class 27 contains 55795 members 
Mstep: Class 28 contains 12664 members 
Mstep: Class 29 contains 4598 members 
Mstep: Class 30 contains 7922 members 
Mstep: Class 31 contains 37158 members 
Mstep: Class 32 contains 10144 members 
Mstep: Class 33 contains 1665 members 
Mstep: Class 34 contains 60280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115007776.000000 Penalty: 113499.312500
Iteration 64Q: 35 clusters Score -1.150078e+08 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 42635 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 46426 members 
Mstep: Class 5 contains 38121 members 
Mstep: Class 6 contains 4258 members 
Mstep: Class 7 contains 7511 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 23022 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 19311 members 
Mstep: Class 12 contains 31347 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 11499 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 52979 members 
Mstep: Class 18 contains 11204 members 
Mstep: Class 19 contains 13715 members 
Mstep: Class 20 contains 74931 members 
Mstep: Class 21 contains 30412 members 
Mstep: Class 22 contains 22912 members 
Mstep: Class 23 contains 10332 members 
Mstep: Class 24 contains 4461 members 
Mstep: Class 25 contains 1331 members 
Mstep: Class 26 contains 12670 members 
Mstep: Class 27 contains 55803 members 
Mstep: Class 28 contains 12674 members 
Mstep: Class 29 contains 4628 members 
Mstep: Class 30 contains 7923 members 
Mstep: Class 31 contains 36740 members 
Mstep: Class 32 contains 10119 members 
Mstep: Class 33 contains 1666 members 
Mstep: Class 34 contains 60295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115008192.000000 Penalty: 113499.312500
Iteration 65Q: 35 clusters Score -1.150082e+08 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 42590 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 47269 members 
Mstep: Class 5 contains 38182 members 
Mstep: Class 6 contains 4264 members 
Mstep: Class 7 contains 7532 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 23163 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 18956 members 
Mstep: Class 12 contains 31636 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 11454 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 52971 members 
Mstep: Class 18 contains 11205 members 
Mstep: Class 19 contains 13719 members 
Mstep: Class 20 contains 74933 members 
Mstep: Class 21 contains 30345 members 
Mstep: Class 22 contains 22861 members 
Mstep: Class 23 contains 10284 members 
Mstep: Class 24 contains 4460 members 
Mstep: Class 25 contains 1331 members 
Mstep: Class 26 contains 12677 members 
Mstep: Class 27 contains 55803 members 
Mstep: Class 28 contains 12695 members 
Mstep: Class 29 contains 4646 members 
Mstep: Class 30 contains 7923 members 
Mstep: Class 31 contains 36354 members 
Mstep: Class 32 contains 10092 members 
Mstep: Class 33 contains 1667 members 
Mstep: Class 34 contains 60280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115008832.000000 Penalty: 113499.312500
Iteration 66Q: 35 clusters Score -1.150088e+08 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 42537 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 48125 members 
Mstep: Class 5 contains 38254 members 
Mstep: Class 6 contains 4283 members 
Mstep: Class 7 contains 7548 members 
Mstep: Class 8 contains 2960 members 
Mstep: Class 9 contains 23307 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 18632 members 
Mstep: Class 12 contains 31894 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 11407 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 52935 members 
Mstep: Class 18 contains 11211 members 
Mstep: Class 19 contains 13720 members 
Mstep: Class 20 contains 74959 members 
Mstep: Class 21 contains 30285 members 
Mstep: Class 22 contains 22822 members 
Mstep: Class 23 contains 10217 members 
Mstep: Class 24 contains 4460 members 
Mstep: Class 25 contains 1331 members 
Mstep: Class 26 contains 12689 members 
Mstep: Class 27 contains 55813 members 
Mstep: Class 28 contains 12713 members 
Mstep: Class 29 contains 4671 members 
Mstep: Class 30 contains 7921 members 
Mstep: Class 31 contains 35984 members 
Mstep: Class 32 contains 10083 members 
Mstep: Class 33 contains 1668 members 
Mstep: Class 34 contains 60220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115009176.000000 Penalty: 113499.312500
Iteration 67Q: 35 clusters Score -1.150092e+08 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 42486 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 48978 members 
Mstep: Class 5 contains 38318 members 
Mstep: Class 6 contains 4300 members 
Mstep: Class 7 contains 7567 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 23465 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 18349 members 
Mstep: Class 12 contains 32120 members 
Mstep: Class 13 contains 3635 members 
Mstep: Class 14 contains 11365 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 52896 members 
Mstep: Class 18 contains 11214 members 
Mstep: Class 19 contains 13725 members 
Mstep: Class 20 contains 74987 members 
Mstep: Class 21 contains 30248 members 
Mstep: Class 22 contains 22776 members 
Mstep: Class 23 contains 10153 members 
Mstep: Class 24 contains 4459 members 
Mstep: Class 25 contains 1331 members 
Mstep: Class 26 contains 12693 members 
Mstep: Class 27 contains 55814 members 
Mstep: Class 28 contains 12721 members 
Mstep: Class 29 contains 4698 members 
Mstep: Class 30 contains 7923 members 
Mstep: Class 31 contains 35603 members 
Mstep: Class 32 contains 10077 members 
Mstep: Class 33 contains 1668 members 
Mstep: Class 34 contains 60130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115009512.000000 Penalty: 113499.312500
Iteration 68Q: 35 clusters Score -1.150095e+08 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 42449 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 49778 members 
Mstep: Class 5 contains 38366 members 
Mstep: Class 6 contains 4311 members 
Mstep: Class 7 contains 7602 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 23603 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 18094 members 
Mstep: Class 12 contains 32309 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 11311 members 
Mstep: Class 15 contains 3079 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 52881 members 
Mstep: Class 18 contains 11218 members 
Mstep: Class 19 contains 13733 members 
Mstep: Class 20 contains 75028 members 
Mstep: Class 21 contains 30217 members 
Mstep: Class 22 contains 22746 members 
Mstep: Class 23 contains 10085 members 
Mstep: Class 24 contains 4455 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 12696 members 
Mstep: Class 27 contains 55812 members 
Mstep: Class 28 contains 12737 members 
Mstep: Class 29 contains 4723 members 
Mstep: Class 30 contains 7922 members 
Mstep: Class 31 contains 35219 members 
Mstep: Class 32 contains 10076 members 
Mstep: Class 33 contains 1666 members 
Mstep: Class 34 contains 60061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115009536.000000 Penalty: 113499.312500
Iteration 69Q: 35 clusters Score -1.150095e+08 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 42398 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 50660 members 
Mstep: Class 5 contains 38414 members 
Mstep: Class 6 contains 4326 members 
Mstep: Class 7 contains 7641 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 9 contains 23745 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 17887 members 
Mstep: Class 12 contains 32477 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 11259 members 
Mstep: Class 15 contains 3079 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 52834 members 
Mstep: Class 18 contains 11223 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75041 members 
Mstep: Class 21 contains 30192 members 
Mstep: Class 22 contains 22718 members 
Mstep: Class 23 contains 9997 members 
Mstep: Class 24 contains 4453 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 12694 members 
Mstep: Class 27 contains 55819 members 
Mstep: Class 28 contains 12755 members 
Mstep: Class 29 contains 4753 members 
Mstep: Class 30 contains 7923 members 
Mstep: Class 31 contains 34803 members 
Mstep: Class 32 contains 10068 members 
Mstep: Class 33 contains 1666 members 
Mstep: Class 34 contains 59989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115009816.000000 Penalty: 113499.312500
Iteration 70Q: 35 clusters Score -1.150098e+08 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 42338 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 51544 members 
Mstep: Class 5 contains 38455 members 
Mstep: Class 6 contains 4341 members 
Mstep: Class 7 contains 7683 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 23877 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 17695 members 
Mstep: Class 12 contains 32628 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 11219 members 
Mstep: Class 15 contains 3079 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 52771 members 
Mstep: Class 18 contains 11230 members 
Mstep: Class 19 contains 13735 members 
Mstep: Class 20 contains 75052 members 
Mstep: Class 21 contains 30171 members 
Mstep: Class 22 contains 22697 members 
Mstep: Class 23 contains 9910 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 1331 members 
Mstep: Class 26 contains 12699 members 
Mstep: Class 27 contains 55828 members 
Mstep: Class 28 contains 12770 members 
Mstep: Class 29 contains 4769 members 
Mstep: Class 30 contains 7926 members 
Mstep: Class 31 contains 34401 members 
Mstep: Class 32 contains 10080 members 
Mstep: Class 33 contains 1667 members 
Mstep: Class 34 contains 59945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115010240.000000 Penalty: 113499.312500
Iteration 71Q: 35 clusters Score -1.150102e+08 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 42271 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 52425 members 
Mstep: Class 5 contains 38497 members 
Mstep: Class 6 contains 4360 members 
Mstep: Class 7 contains 7724 members 
Mstep: Class 8 contains 2983 members 
Mstep: Class 9 contains 24009 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 17505 members 
Mstep: Class 12 contains 32795 members 
Mstep: Class 13 contains 3634 members 
Mstep: Class 14 contains 11185 members 
Mstep: Class 15 contains 3079 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 52738 members 
Mstep: Class 18 contains 11238 members 
Mstep: Class 19 contains 13739 members 
Mstep: Class 20 contains 75072 members 
Mstep: Class 21 contains 30134 members 
Mstep: Class 22 contains 22684 members 
Mstep: Class 23 contains 9819 members 
Mstep: Class 24 contains 4450 members 
Mstep: Class 25 contains 1331 members 
Mstep: Class 26 contains 12688 members 
Mstep: Class 27 contains 55833 members 
Mstep: Class 28 contains 12784 members 
Mstep: Class 29 contains 4784 members 
Mstep: Class 30 contains 7928 members 
Mstep: Class 31 contains 33960 members 
Mstep: Class 32 contains 10086 members 
Mstep: Class 33 contains 1667 members 
Mstep: Class 34 contains 59907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115010728.000000 Penalty: 113499.312500
Iteration 72Q: 35 clusters Score -1.150107e+08 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 42206 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 53321 members 
Mstep: Class 5 contains 38538 members 
Mstep: Class 6 contains 4384 members 
Mstep: Class 7 contains 7769 members 
Mstep: Class 8 contains 2989 members 
Mstep: Class 9 contains 24117 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 17337 members 
Mstep: Class 12 contains 32941 members 
Mstep: Class 13 contains 3631 members 
Mstep: Class 14 contains 11162 members 
Mstep: Class 15 contains 3079 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 52676 members 
Mstep: Class 18 contains 11250 members 
Mstep: Class 19 contains 13747 members 
Mstep: Class 20 contains 75087 members 
Mstep: Class 21 contains 30108 members 
Mstep: Class 22 contains 22653 members 
Mstep: Class 23 contains 9730 members 
Mstep: Class 24 contains 4450 members 
Mstep: Class 25 contains 1331 members 
Mstep: Class 26 contains 12680 members 
Mstep: Class 27 contains 55842 members 
Mstep: Class 28 contains 12799 members 
Mstep: Class 29 contains 4795 members 
Mstep: Class 30 contains 7930 members 
Mstep: Class 31 contains 33531 members 
Mstep: Class 32 contains 10097 members 
Mstep: Class 33 contains 1666 members 
Mstep: Class 34 contains 59866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115010944.000000 Penalty: 113499.312500
Iteration 73Q: 35 clusters Score -1.150109e+08 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 42133 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54174 members 
Mstep: Class 5 contains 38588 members 
Mstep: Class 6 contains 4414 members 
Mstep: Class 7 contains 7809 members 
Mstep: Class 8 contains 2995 members 
Mstep: Class 9 contains 24243 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 17169 members 
Mstep: Class 12 contains 33088 members 
Mstep: Class 13 contains 3630 members 
Mstep: Class 14 contains 11130 members 
Mstep: Class 15 contains 3079 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 52617 members 
Mstep: Class 18 contains 11270 members 
Mstep: Class 19 contains 13748 members 
Mstep: Class 20 contains 75094 members 
Mstep: Class 21 contains 30080 members 
Mstep: Class 22 contains 22610 members 
Mstep: Class 23 contains 9655 members 
Mstep: Class 24 contains 4450 members 
Mstep: Class 25 contains 1331 members 
Mstep: Class 26 contains 12658 members 
Mstep: Class 27 contains 55844 members 
Mstep: Class 28 contains 12809 members 
Mstep: Class 29 contains 4809 members 
Mstep: Class 30 contains 7931 members 
Mstep: Class 31 contains 33149 members 
Mstep: Class 32 contains 10103 members 
Mstep: Class 33 contains 1667 members 
Mstep: Class 34 contains 59835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115011160.000000 Penalty: 113499.312500
Iteration 74Q: 35 clusters Score -1.150112e+08 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 42068 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54920 members 
Mstep: Class 5 contains 38625 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 7862 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 24376 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 17007 members 
Mstep: Class 12 contains 33230 members 
Mstep: Class 13 contains 3628 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 52661 members 
Mstep: Class 18 contains 11293 members 
Mstep: Class 19 contains 13753 members 
Mstep: Class 20 contains 75102 members 
Mstep: Class 21 contains 30047 members 
Mstep: Class 22 contains 22576 members 
Mstep: Class 23 contains 9559 members 
Mstep: Class 24 contains 4450 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 12643 members 
Mstep: Class 27 contains 55850 members 
Mstep: Class 28 contains 12818 members 
Mstep: Class 29 contains 4818 members 
Mstep: Class 30 contains 7930 members 
Mstep: Class 31 contains 32773 members 
Mstep: Class 32 contains 10105 members 
Mstep: Class 33 contains 1667 members 
Mstep: Class 34 contains 59785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115011296.000000 Penalty: 113499.312500
Iteration 75Q: 35 clusters Score -1.150113e+08 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 42017 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55612 members 
Mstep: Class 5 contains 38655 members 
Mstep: Class 6 contains 4466 members 
Mstep: Class 7 contains 7919 members 
Mstep: Class 8 contains 3016 members 
Mstep: Class 9 contains 24495 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 16872 members 
Mstep: Class 12 contains 33343 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 11090 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 52718 members 
Mstep: Class 18 contains 11331 members 
Mstep: Class 19 contains 13759 members 
Mstep: Class 20 contains 75116 members 
Mstep: Class 21 contains 30024 members 
Mstep: Class 22 contains 22541 members 
Mstep: Class 23 contains 9443 members 
Mstep: Class 24 contains 4450 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 12626 members 
Mstep: Class 27 contains 55849 members 
Mstep: Class 28 contains 12825 members 
Mstep: Class 29 contains 4825 members 
Mstep: Class 30 contains 7932 members 
Mstep: Class 31 contains 32435 members 
Mstep: Class 32 contains 10103 members 
Mstep: Class 33 contains 1667 members 
Mstep: Class 34 contains 59732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115011416.000000 Penalty: 113499.312500
Iteration 76Q: 35 clusters Score -1.150114e+08 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 41977 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 56245 members 
Mstep: Class 5 contains 38684 members 
Mstep: Class 6 contains 4499 members 
Mstep: Class 7 contains 7972 members 
Mstep: Class 8 contains 3026 members 
Mstep: Class 9 contains 24625 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 16724 members 
Mstep: Class 12 contains 33457 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 14 contains 11072 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 52819 members 
Mstep: Class 18 contains 11369 members 
Mstep: Class 19 contains 13766 members 
Mstep: Class 20 contains 75136 members 
Mstep: Class 21 contains 29995 members 
Mstep: Class 22 contains 22503 members 
Mstep: Class 23 contains 9315 members 
Mstep: Class 24 contains 4450 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 12616 members 
Mstep: Class 27 contains 55852 members 
Mstep: Class 28 contains 12831 members 
Mstep: Class 29 contains 4832 members 
Mstep: Class 30 contains 7935 members 
Mstep: Class 31 contains 32111 members 
Mstep: Class 32 contains 10108 members 
Mstep: Class 33 contains 1665 members 
Mstep: Class 34 contains 59657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115011448.000000 Penalty: 113499.312500
Iteration 77Q: 35 clusters Score -1.150114e+08 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 41922 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 56827 members 
Mstep: Class 5 contains 38708 members 
Mstep: Class 6 contains 4543 members 
Mstep: Class 7 contains 8019 members 
Mstep: Class 8 contains 3042 members 
Mstep: Class 9 contains 24746 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 16568 members 
Mstep: Class 12 contains 33582 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 11053 members 
Mstep: Class 15 contains 3081 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 52972 members 
Mstep: Class 18 contains 11407 members 
Mstep: Class 19 contains 13769 members 
Mstep: Class 20 contains 75162 members 
Mstep: Class 21 contains 29967 members 
Mstep: Class 22 contains 22483 members 
Mstep: Class 23 contains 9199 members 
Mstep: Class 24 contains 4450 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 12605 members 
Mstep: Class 27 contains 55854 members 
Mstep: Class 28 contains 12836 members 
Mstep: Class 29 contains 4836 members 
Mstep: Class 30 contains 7932 members 
Mstep: Class 31 contains 31742 members 
Mstep: Class 32 contains 10113 members 
Mstep: Class 33 contains 1665 members 
Mstep: Class 34 contains 59582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115011544.000000 Penalty: 113499.312500
Iteration 78Q: 35 clusters Score -1.150115e+08 nChanged 2318
Entering ConstructFrom: 
Score: -115011544.000000 Penalty: 113499.312500
Entering ConstructFrom: 
Trying to split cluster 1 (34441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Entering Unmasked Estep 
Score: -5540207.000000 Penalty: 2590.856934
	Iteration 0F: 2 clusters Score -5540207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -5516718.000000 Penalty: 5181.713867
	Iteration 0F: 3 clusters Score -5516718 nChanged 15705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -5525547.500000 Penalty: 5181.713867
	Iteration 1F: 3 clusters Score -5525548 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -5526387.500000 Penalty: 5181.713867
	Iteration 2F: 3 clusters Score -5526388 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -5527312.500000 Penalty: 5181.713867
	Iteration 3F: 3 clusters Score -5527312 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -5528346.000000 Penalty: 5181.713867
	Iteration 4F: 3 clusters Score -5528346 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -5529493.000000 Penalty: 5181.713867
	Iteration 5F: 3 clusters Score -5529493 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -5530642.500000 Penalty: 5181.713867
	Iteration 6F: 3 clusters Score -5530642 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -5531736.000000 Penalty: 5181.713867
	Iteration 7F: 3 clusters Score -5531736 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -5532689.000000 Penalty: 5181.713867
	Iteration 8Q: 3 clusters Score -5532689 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -5533486.000000 Penalty: 5181.713867
	Iteration 9Q: 3 clusters Score -5533486 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -5534190.000000 Penalty: 5181.713867
	Iteration 10Q: 3 clusters Score -5534190 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -5534775.000000 Penalty: 5181.713867
	Iteration 11Q: 3 clusters Score -5534775 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -5535135.500000 Penalty: 5181.713867
	Iteration 12Q: 3 clusters Score -5535136 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -5535435.500000 Penalty: 5181.713867
	Iteration 13Q: 3 clusters Score -5535436 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -5535646.500000 Penalty: 5181.713867
	Iteration 14Q: 3 clusters Score -5535646 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -5535858.500000 Penalty: 5181.713867
	Iteration 15Q: 3 clusters Score -5535858 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -5536061.500000 Penalty: 5181.713867
	Iteration 16Q: 3 clusters Score -5536062 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -5536180.000000 Penalty: 5181.713867
	Iteration 17Q: 3 clusters Score -5536180 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -5536332.500000 Penalty: 5181.713867
	Iteration 18Q: 3 clusters Score -5536332 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -5536458.000000 Penalty: 5181.713867
	Iteration 19Q: 3 clusters Score -5536458 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -5536562.000000 Penalty: 5181.713867
	Iteration 20F: 3 clusters Score -5536562 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -5536655.500000 Penalty: 5181.713867
	Iteration 21Q: 3 clusters Score -5536656 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -5536753.500000 Penalty: 5181.713867
	Iteration 22Q: 3 clusters Score -5536754 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -5536858.500000 Penalty: 5181.713867
	Iteration 23Q: 3 clusters Score -5536858 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -5536915.500000 Penalty: 5181.713867
	Iteration 24Q: 3 clusters Score -5536916 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -5537013.500000 Penalty: 5181.713867
	Iteration 25Q: 3 clusters Score -5537014 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -5537115.000000 Penalty: 5181.713867
	Iteration 26Q: 3 clusters Score -5537115 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -5537212.500000 Penalty: 5181.713867
	Iteration 27Q: 3 clusters Score -5537212 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -5537308.500000 Penalty: 5181.713867
	Iteration 28Q: 3 clusters Score -5537308 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -5537401.500000 Penalty: 5181.713867
	Iteration 29Q: 3 clusters Score -5537402 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -5537496.000000 Penalty: 5181.713867
	Iteration 30Q: 3 clusters Score -5537496 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -5537599.500000 Penalty: 5181.713867
	Iteration 31Q: 3 clusters Score -5537600 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -5537682.500000 Penalty: 5181.713867
	Iteration 32Q: 3 clusters Score -5537682 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -5537775.000000 Penalty: 5181.713867
	Iteration 33Q: 3 clusters Score -5537775 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -5537851.000000 Penalty: 5181.713867
	Iteration 34Q: 3 clusters Score -5537851 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -5537930.000000 Penalty: 5181.713867
	Iteration 35Q: 3 clusters Score -5537930 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -5538006.500000 Penalty: 5181.713867
	Iteration 36Q: 3 clusters Score -5538006 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -5538073.000000 Penalty: 5181.713867
	Iteration 37Q: 3 clusters Score -5538073 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -5538123.000000 Penalty: 5181.713867
	Iteration 38Q: 3 clusters Score -5538123 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -5538179.500000 Penalty: 5181.713867
	Iteration 39Q: 3 clusters Score -5538180 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -5538230.500000 Penalty: 5181.713867
	Iteration 40F: 3 clusters Score -5538230 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -5538267.500000 Penalty: 5181.713867
	Iteration 41Q: 3 clusters Score -5538268 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -5538288.500000 Penalty: 5181.713867
	Iteration 42Q: 3 clusters Score -5538288 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -5538334.000000 Penalty: 5181.713867
	Iteration 43Q: 3 clusters Score -5538334 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -5538355.000000 Penalty: 5181.713867
	Iteration 44Q: 3 clusters Score -5538355 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -5538383.500000 Penalty: 5181.713867
	Iteration 45Q: 3 clusters Score -5538384 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -5538417.500000 Penalty: 5181.713867
	Iteration 46Q: 3 clusters Score -5538418 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -5538452.500000 Penalty: 5181.713867
	Iteration 47Q: 3 clusters Score -5538452 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -5538468.000000 Penalty: 5181.713867
	Iteration 48Q: 3 clusters Score -5538468 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -5538489.500000 Penalty: 5181.713867
	Iteration 49Q: 3 clusters Score -5538490 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -5538511.000000 Penalty: 5181.713867
	Iteration 50Q: 3 clusters Score -5538511 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -5538525.500000 Penalty: 5181.713867
	Iteration 51Q: 3 clusters Score -5538526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -5538531.000000 Penalty: 5181.713867
	Iteration 52Q: 3 clusters Score -5538531 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -5538547.000000 Penalty: 5181.713867
	Iteration 53Q: 3 clusters Score -5538547 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -5538558.500000 Penalty: 5181.713867
	Iteration 54Q: 3 clusters Score -5538558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -5538564.500000 Penalty: 5181.713867
	Iteration 55Q: 3 clusters Score -5538564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -5538597.000000 Penalty: 5181.713867
	Iteration 56Q: 3 clusters Score -5538597 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -5538610.500000 Penalty: 5181.713867
	Iteration 57Q: 3 clusters Score -5538610 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -5538613.000000 Penalty: 5181.713867
	Iteration 58Q: 3 clusters Score -5538613 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -5538636.500000 Penalty: 5181.713867
	Iteration 59Q: 3 clusters Score -5538636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -5538642.000000 Penalty: 5181.713867
	Iteration 60F: 3 clusters Score -5538642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -5538645.000000 Penalty: 5181.713867
	Iteration 61Q: 3 clusters Score -5538645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -5538646.000000 Penalty: 5181.713867
	Iteration 62Q: 3 clusters Score -5538646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -5538637.000000 Penalty: 5181.713867
	Iteration 63Q: 3 clusters Score -5538637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -5538642.000000 Penalty: 5181.713867
	Iteration 64Q: 3 clusters Score -5538642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -5538655.000000 Penalty: 5181.713867
	Iteration 65Q: 3 clusters Score -5538655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -5538663.000000 Penalty: 5181.713867
	Iteration 66Q: 3 clusters Score -5538663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -5538663.500000 Penalty: 5181.713867
	Iteration 67Q: 3 clusters Score -5538664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -5538673.500000 Penalty: 5181.713867
	Iteration 68Q: 3 clusters Score -5538674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -5538668.500000 Penalty: 5181.713867
	Iteration 69Q: 3 clusters Score -5538668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -5538676.500000 Penalty: 5181.713867
	Iteration 70Q: 3 clusters Score -5538676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -5538669.000000 Penalty: 5181.713867
	Iteration 71Q: 3 clusters Score -5538669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -5538671.500000 Penalty: 5181.713867
	Iteration 72Q: 3 clusters Score -5538672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -5538672.000000 Penalty: 5181.713867
	Iteration 73Q: 3 clusters Score -5538672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -5538676.500000 Penalty: 5181.713867
	Iteration 74Q: 3 clusters Score -5538676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -5538679.500000 Penalty: 5181.713867
	Iteration 75Q: 3 clusters Score -5538680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -5538684.500000 Penalty: 5181.713867
	Iteration 76Q: 3 clusters Score -5538684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -5538678.500000 Penalty: 5181.713867
	Iteration 77Q: 3 clusters Score -5538678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -5538682.000000 Penalty: 5181.713867
	Iteration 78Q: 3 clusters Score -5538682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -5538674.000000 Penalty: 5181.713867
	Iteration 79Q: 3 clusters Score -5538674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -5538674.000000 Penalty: 5181.713867
	Iteration 80F: 3 clusters Score -5538674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -5538676.500000 Penalty: 5181.713867
	Iteration 81Q: 3 clusters Score -5538676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -5538680.000000 Penalty: 5181.713867
	Iteration 82Q: 3 clusters Score -5538680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -5538678.500000 Penalty: 5181.713867
	Iteration 83Q: 3 clusters Score -5538678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -5538674.000000 Penalty: 5181.713867
	Iteration 84Q: 3 clusters Score -5538674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -5538690.000000 Penalty: 5181.713867
	Iteration 85Q: 3 clusters Score -5538690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -5538695.000000 Penalty: 5181.713867
	Iteration 86Q: 3 clusters Score -5538695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -5538691.000000 Penalty: 5181.713867
	Iteration 87Q: 3 clusters Score -5538691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -5538701.000000 Penalty: 5181.713867
	Iteration 88Q: 3 clusters Score -5538701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -5538689.500000 Penalty: 5181.713867
	Iteration 89Q: 3 clusters Score -5538690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -5538695.000000 Penalty: 5181.713867
	Iteration 90Q: 3 clusters Score -5538695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -5538697.000000 Penalty: 5181.713867
	Iteration 91Q: 3 clusters Score -5538697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -5538697.000000 Penalty: 5181.713867
	Iteration 92Q: 3 clusters Score -5538697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -5538697.000000 Penalty: 5181.713867
	Iteration 93F: 3 clusters Score -5538697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Entering Unmasked Estep 
Score: -6777309.000000 Penalty: 2639.385498
	Iteration 0F: 2 clusters Score -6777309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -6749060.500000 Penalty: 5278.770996
	Iteration 0F: 3 clusters Score -6749060 nChanged 19200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -6760026.000000 Penalty: 5278.770996
	Iteration 1F: 3 clusters Score -6760026 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -6760998.500000 Penalty: 5278.770996
	Iteration 2F: 3 clusters Score -6760998 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -6762195.500000 Penalty: 5278.770996
	Iteration 3F: 3 clusters Score -6762196 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -6763581.500000 Penalty: 5278.770996
	Iteration 4F: 3 clusters Score -6763582 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -6764927.500000 Penalty: 5278.770996
	Iteration 5F: 3 clusters Score -6764928 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -6766541.000000 Penalty: 5278.770996
	Iteration 6F: 3 clusters Score -6766541 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -6768070.500000 Penalty: 5278.770996
	Iteration 7F: 3 clusters Score -6768070 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -6769629.500000 Penalty: 5278.770996
	Iteration 8Q: 3 clusters Score -6769630 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -6770886.500000 Penalty: 5278.770996
	Iteration 9Q: 3 clusters Score -6770886 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -6771761.000000 Penalty: 5278.770996
	Iteration 10Q: 3 clusters Score -6771761 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -6772378.000000 Penalty: 5278.770996
	Iteration 11Q: 3 clusters Score -6772378 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -6772785.000000 Penalty: 5278.770996
	Iteration 12Q: 3 clusters Score -6772785 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -6773086.500000 Penalty: 5278.770996
	Iteration 13Q: 3 clusters Score -6773086 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -6773360.500000 Penalty: 5278.770996
	Iteration 14Q: 3 clusters Score -6773360 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -6773585.500000 Penalty: 5278.770996
	Iteration 15Q: 3 clusters Score -6773586 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -6773817.000000 Penalty: 5278.770996
	Iteration 16Q: 3 clusters Score -6773817 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -6774042.000000 Penalty: 5278.770996
	Iteration 17Q: 3 clusters Score -6774042 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -6774247.500000 Penalty: 5278.770996
	Iteration 18Q: 3 clusters Score -6774248 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -6774447.500000 Penalty: 5278.770996
	Iteration 19Q: 3 clusters Score -6774448 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -6774619.500000 Penalty: 5278.770996
	Iteration 20F: 3 clusters Score -6774620 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -6774750.500000 Penalty: 5278.770996
	Iteration 21Q: 3 clusters Score -6774750 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -6774890.000000 Penalty: 5278.770996
	Iteration 22Q: 3 clusters Score -6774890 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -6774991.500000 Penalty: 5278.770996
	Iteration 23Q: 3 clusters Score -6774992 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -6775107.500000 Penalty: 5278.770996
	Iteration 24Q: 3 clusters Score -6775108 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -6775174.500000 Penalty: 5278.770996
	Iteration 25Q: 3 clusters Score -6775174 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -6775256.500000 Penalty: 5278.770996
	Iteration 26Q: 3 clusters Score -6775256 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -6775302.000000 Penalty: 5278.770996
	Iteration 27Q: 3 clusters Score -6775302 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -6775331.500000 Penalty: 5278.770996
	Iteration 28Q: 3 clusters Score -6775332 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -6775374.000000 Penalty: 5278.770996
	Iteration 29Q: 3 clusters Score -6775374 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -6775401.000000 Penalty: 5278.770996
	Iteration 30Q: 3 clusters Score -6775401 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -6775468.000000 Penalty: 5278.770996
	Iteration 31Q: 3 clusters Score -6775468 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -6775511.000000 Penalty: 5278.770996
	Iteration 32Q: 3 clusters Score -6775511 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -6775537.500000 Penalty: 5278.770996
	Iteration 33Q: 3 clusters Score -6775538 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -6775553.000000 Penalty: 5278.770996
	Iteration 34Q: 3 clusters Score -6775553 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -6775573.000000 Penalty: 5278.770996
	Iteration 35Q: 3 clusters Score -6775573 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -6775620.500000 Penalty: 5278.770996
	Iteration 36Q: 3 clusters Score -6775620 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -6775647.000000 Penalty: 5278.770996
	Iteration 37Q: 3 clusters Score -6775647 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -6775654.500000 Penalty: 5278.770996
	Iteration 38Q: 3 clusters Score -6775654 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -6775668.500000 Penalty: 5278.770996
	Iteration 39Q: 3 clusters Score -6775668 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -6775688.000000 Penalty: 5278.770996
	Iteration 40F: 3 clusters Score -6775688 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -6775686.000000 Penalty: 5278.770996
	Iteration 41Q: 3 clusters Score -6775686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -6775675.500000 Penalty: 5278.770996
	Iteration 42Q: 3 clusters Score -6775676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -6775689.500000 Penalty: 5278.770996
	Iteration 43Q: 3 clusters Score -6775690 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -6775704.500000 Penalty: 5278.770996
	Iteration 44Q: 3 clusters Score -6775704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -6775685.500000 Penalty: 5278.770996
	Iteration 45Q: 3 clusters Score -6775686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -6775711.500000 Penalty: 5278.770996
	Iteration 46Q: 3 clusters Score -6775712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -6775715.000000 Penalty: 5278.770996
	Iteration 47Q: 3 clusters Score -6775715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -6775704.000000 Penalty: 5278.770996
	Iteration 48Q: 3 clusters Score -6775704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -6775708.500000 Penalty: 5278.770996
	Iteration 49Q: 3 clusters Score -6775708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -6775716.000000 Penalty: 5278.770996
	Iteration 50Q: 3 clusters Score -6775716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -6775733.500000 Penalty: 5278.770996
	Iteration 51Q: 3 clusters Score -6775734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -6775735.500000 Penalty: 5278.770996
	Iteration 52Q: 3 clusters Score -6775736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -6775742.000000 Penalty: 5278.770996
	Iteration 53Q: 3 clusters Score -6775742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -6775743.000000 Penalty: 5278.770996
	Iteration 54Q: 3 clusters Score -6775743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -6775754.000000 Penalty: 5278.770996
	Iteration 55Q: 3 clusters Score -6775754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -6775762.000000 Penalty: 5278.770996
	Iteration 56Q: 3 clusters Score -6775762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -6775745.000000 Penalty: 5278.770996
	Iteration 57Q: 3 clusters Score -6775745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -6775743.000000 Penalty: 5278.770996
	Iteration 58Q: 3 clusters Score -6775743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -6775740.500000 Penalty: 5278.770996
	Iteration 59Q: 3 clusters Score -6775740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -6775747.500000 Penalty: 5278.770996
	Iteration 60F: 3 clusters Score -6775748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -6775746.500000 Penalty: 5278.770996
	Iteration 61Q: 3 clusters Score -6775746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -6775756.000000 Penalty: 5278.770996
	Iteration 62Q: 3 clusters Score -6775756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -6775755.000000 Penalty: 5278.770996
	Iteration 63Q: 3 clusters Score -6775755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -6775749.500000 Penalty: 5278.770996
	Iteration 64Q: 3 clusters Score -6775750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -6775751.500000 Penalty: 5278.770996
	Iteration 65Q: 3 clusters Score -6775752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -6775750.500000 Penalty: 5278.770996
	Iteration 66Q: 3 clusters Score -6775750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -6775751.500000 Penalty: 5278.770996
	Iteration 67Q: 3 clusters Score -6775752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -6775751.000000 Penalty: 5278.770996
	Iteration 68Q: 3 clusters Score -6775751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -6775748.500000 Penalty: 5278.770996
	Iteration 69Q: 3 clusters Score -6775748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -6775748.000000 Penalty: 5278.770996
	Iteration 70Q: 3 clusters Score -6775748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -6775746.000000 Penalty: 5278.770996
	Iteration 71Q: 3 clusters Score -6775746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -6775744.500000 Penalty: 5278.770996
	Iteration 72Q: 3 clusters Score -6775744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -6775752.500000 Penalty: 5278.770996
	Iteration 73Q: 3 clusters Score -6775752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -6775757.500000 Penalty: 5278.770996
	Iteration 74Q: 3 clusters Score -6775758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -6775752.500000 Penalty: 5278.770996
	Iteration 75Q: 3 clusters Score -6775752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -6775757.500000 Penalty: 5278.770996
	Iteration 76Q: 3 clusters Score -6775758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -6775750.500000 Penalty: 5278.770996
	Iteration 77Q: 3 clusters Score -6775750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -6775760.500000 Penalty: 5278.770996
	Iteration 78Q: 3 clusters Score -6775760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -6775756.000000 Penalty: 5278.770996
	Iteration 79Q: 3 clusters Score -6775756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -6775758.500000 Penalty: 5278.770996
	Iteration 80F: 3 clusters Score -6775758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -6775757.500000 Penalty: 5278.770996
	Iteration 81Q: 3 clusters Score -6775758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -6775757.500000 Penalty: 5278.770996
	Iteration 82Q: 3 clusters Score -6775758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -6775760.000000 Penalty: 5278.770996
	Iteration 83Q: 3 clusters Score -6775760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -6775760.500000 Penalty: 5278.770996
	Iteration 84Q: 3 clusters Score -6775760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -6775756.000000 Penalty: 5278.770996
	Iteration 85Q: 3 clusters Score -6775756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -6775756.000000 Penalty: 5278.770996
	Iteration 86F: 3 clusters Score -6775756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -151871.906250 Penalty: 1703.257568
	Iteration 0F: 2 clusters Score -151871.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -150037.390625 Penalty: 3406.515137
	Iteration 0F: 3 clusters Score -150037.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -150415.656250 Penalty: 3406.515137
	Iteration 1F: 3 clusters Score -150415.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -150719.578125 Penalty: 3406.515137
	Iteration 2F: 3 clusters Score -150719.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -150932.343750 Penalty: 3406.515137
	Iteration 3F: 3 clusters Score -150932.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -151097.859375 Penalty: 3406.515137
	Iteration 4F: 3 clusters Score -151097.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -151222.687500 Penalty: 3406.515137
	Iteration 5Q: 3 clusters Score -151222.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -151314.203125 Penalty: 3406.515137
	Iteration 6Q: 3 clusters Score -151314.2 nChanged 21
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: -151383.156250 Penalty: 3406.515137
	Iteration 7Q: 3 clusters Score -151383.2 nChanged 18
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: -151442.562500 Penalty: 3406.515137
	Iteration 8Q: 3 clusters Score -151442.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -151610.265625 Penalty: 3406.515137
	Iteration 9Q: 3 clusters Score -151610.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -151724.968750 Penalty: 3406.515137
	Iteration 10Q: 3 clusters Score -151725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -151795.734375 Penalty: 3406.515137
	Iteration 11Q: 3 clusters Score -151795.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -151835.875000 Penalty: 3406.515137
	Iteration 12Q: 3 clusters Score -151835.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -151875.843750 Penalty: 3406.515137
	Iteration 13Q: 3 clusters Score -151875.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -151923.953125 Penalty: 3406.515137
	Iteration 14Q: 3 clusters Score -151924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -151933.031250 Penalty: 3406.515137
	Iteration 15Q: 3 clusters Score -151933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -151940.812500 Penalty: 3406.515137
	Iteration 16Q: 3 clusters Score -151940.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -151949.250000 Penalty: 3406.515137
	Iteration 17Q: 3 clusters Score -151949.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -151958.562500 Penalty: 3406.515137
	Iteration 18Q: 3 clusters Score -151958.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -151973.765625 Penalty: 3406.515137
	Iteration 19Q: 3 clusters Score -151973.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -151995.500000 Penalty: 3406.515137
	Iteration 20F: 3 clusters Score -151995.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -152026.875000 Penalty: 3406.515137
	Iteration 21Q: 3 clusters Score -152026.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -152037.281250 Penalty: 3406.515137
	Iteration 22Q: 3 clusters Score -152037.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -152039.984375 Penalty: 3406.515137
	Iteration 23Q: 3 clusters Score -152040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -152042.078125 Penalty: 3406.515137
	Iteration 24Q: 3 clusters Score -152042.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -152045.046875 Penalty: 3406.515137
	Iteration 25Q: 3 clusters Score -152045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -152051.968750 Penalty: 3406.515137
	Iteration 26Q: 3 clusters Score -152052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -152060.421875 Penalty: 3406.515137
	Iteration 27Q: 3 clusters Score -152060.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -152063.265625 Penalty: 3406.515137
	Iteration 28Q: 3 clusters Score -152063.3 nChanged 3
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: -152067.640625 Penalty: 3406.515137
	Iteration 29Q: 3 clusters Score -152067.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -152072.203125 Penalty: 3406.515137
	Iteration 30Q: 3 clusters Score -152072.2 nChanged 1
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: -152074.000000 Penalty: 3406.515137
	Iteration 31Q: 3 clusters Score -152074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -152075.078125 Penalty: 3406.515137
	Iteration 32Q: 3 clusters Score -152075.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -152076.140625 Penalty: 3406.515137
	Iteration 33Q: 3 clusters Score -152076.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -152076.140625 Penalty: 3406.515137
	Iteration 34F: 3 clusters Score -152076.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 41885 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 57379 members 
Mstep: Class 5 contains 38723 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 3054 members 
Mstep: Class 9 contains 24858 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 16415 members 
Mstep: Class 12 contains 33699 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 11042 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53227 members 
Mstep: Class 18 contains 11442 members 
Mstep: Class 19 contains 13771 members 
Mstep: Class 20 contains 75181 members 
Mstep: Class 21 contains 29944 members 
Mstep: Class 22 contains 22450 members 
Mstep: Class 23 contains 9062 members 
Mstep: Class 24 contains 4452 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 12593 members 
Mstep: Class 27 contains 55857 members 
Mstep: Class 28 contains 12843 members 
Mstep: Class 29 contains 4839 members 
Mstep: Class 30 contains 7935 members 
Mstep: Class 31 contains 31292 members 
Mstep: Class 32 contains 10120 members 
Mstep: Class 33 contains 1664 members 
Mstep: Class 34 contains 59529 members 
Mstep: Class 35 contains 465 members 
Entering Unmasked Estep 
Score: -115009960.000000 Penalty: 116837.523438
Splitting cluster 3 changes total score from -115011544.000000 to -115009960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (57379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57379 members 
Entering Unmasked Estep 
Score: -9973291.000000 Penalty: 2717.443604
	Iteration 0F: 2 clusters Score -9973291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -9937300.000000 Penalty: 5434.887207
	Iteration 0F: 3 clusters Score -9937300 nChanged 26615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -9952100.000000 Penalty: 5434.887207
	Iteration 1F: 3 clusters Score -9952100 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -9952518.000000 Penalty: 5434.887207
	Iteration 2Q: 3 clusters Score -9952518 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -9952983.000000 Penalty: 5434.887207
	Iteration 3Q: 3 clusters Score -9952983 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -9953344.000000 Penalty: 5434.887207
	Iteration 4Q: 3 clusters Score -9953344 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -9953708.000000 Penalty: 5434.887207
	Iteration 5Q: 3 clusters Score -9953708 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -9954078.000000 Penalty: 5434.887207
	Iteration 6Q: 3 clusters Score -9954078 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -9954455.000000 Penalty: 5434.887207
	Iteration 7Q: 3 clusters Score -9954455 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -9955094.000000 Penalty: 5434.887207
	Iteration 8Q: 3 clusters Score -9955094 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -9955865.000000 Penalty: 5434.887207
	Iteration 9Q: 3 clusters Score -9955865 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -9957121.000000 Penalty: 5434.887207
	Iteration 10Q: 3 clusters Score -9957121 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -9958891.000000 Penalty: 5434.887207
	Iteration 11Q: 3 clusters Score -9958891 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -9960934.000000 Penalty: 5434.887207
	Iteration 12F: 3 clusters Score -9960934 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -9963200.000000 Penalty: 5434.887207
	Iteration 13F: 3 clusters Score -9963200 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -9965244.000000 Penalty: 5434.887207
	Iteration 14Q: 3 clusters Score -9965244 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -9966973.000000 Penalty: 5434.887207
	Iteration 15Q: 3 clusters Score -9966973 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -9968229.000000 Penalty: 5434.887207
	Iteration 16Q: 3 clusters Score -9968229 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -9969200.000000 Penalty: 5434.887207
	Iteration 17Q: 3 clusters Score -9969200 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53506 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -9969878.000000 Penalty: 5434.887207
	Iteration 18Q: 3 clusters Score -9969878 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -9970333.000000 Penalty: 5434.887207
	Iteration 19Q: 3 clusters Score -9970333 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -9970653.000000 Penalty: 5434.887207
	Iteration 20F: 3 clusters Score -9970653 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -9970794.000000 Penalty: 5434.887207
	Iteration 21Q: 3 clusters Score -9970794 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -9970863.000000 Penalty: 5434.887207
	Iteration 22Q: 3 clusters Score -9970863 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56487 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -9970913.000000 Penalty: 5434.887207
	Iteration 23Q: 3 clusters Score -9970913 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9970992.000000 Penalty: 5434.887207
	Iteration 24Q: 3 clusters Score -9970992 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9971043.000000 Penalty: 5434.887207
	Iteration 25Q: 3 clusters Score -9971043 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9971081.000000 Penalty: 5434.887207
	Iteration 26Q: 3 clusters Score -9971081 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9971072.000000 Penalty: 5434.887207
	Iteration 27Q: 3 clusters Score -9971072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9971077.000000 Penalty: 5434.887207
	Iteration 28Q: 3 clusters Score -9971077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56887 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9971113.000000 Penalty: 5434.887207
	Iteration 29Q: 3 clusters Score -9971113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56903 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9971127.000000 Penalty: 5434.887207
	Iteration 30Q: 3 clusters Score -9971127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9971139.000000 Penalty: 5434.887207
	Iteration 31Q: 3 clusters Score -9971139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9971134.000000 Penalty: 5434.887207
	Iteration 32Q: 3 clusters Score -9971134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56946 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9971152.000000 Penalty: 5434.887207
	Iteration 33Q: 3 clusters Score -9971152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9971159.000000 Penalty: 5434.887207
	Iteration 34Q: 3 clusters Score -9971159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56961 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9971160.000000 Penalty: 5434.887207
	Iteration 35Q: 3 clusters Score -9971160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56969 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9971144.000000 Penalty: 5434.887207
	Iteration 36Q: 3 clusters Score -9971144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56976 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9971163.000000 Penalty: 5434.887207
	Iteration 37Q: 3 clusters Score -9971163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56986 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9971167.000000 Penalty: 5434.887207
	Iteration 38Q: 3 clusters Score -9971167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9971158.000000 Penalty: 5434.887207
	Iteration 39Q: 3 clusters Score -9971158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9971160.000000 Penalty: 5434.887207
	Iteration 40F: 3 clusters Score -9971160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9971155.000000 Penalty: 5434.887207
	Iteration 41Q: 3 clusters Score -9971155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9971163.000000 Penalty: 5434.887207
	Iteration 42Q: 3 clusters Score -9971163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9971162.000000 Penalty: 5434.887207
	Iteration 43Q: 3 clusters Score -9971162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9971162.000000 Penalty: 5434.887207
	Iteration 44F: 3 clusters Score -9971162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Entering Unmasked Estep 
Score: -6528362.500000 Penalty: 2619.918945
	Iteration 0F: 2 clusters Score -6528362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -6502244.500000 Penalty: 5239.837891
	Iteration 0F: 3 clusters Score -6502244 nChanged 17523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -6511693.500000 Penalty: 5239.837891
	Iteration 1F: 3 clusters Score -6511694 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -6512351.000000 Penalty: 5239.837891
	Iteration 2Q: 3 clusters Score -6512351 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -6513117.000000 Penalty: 5239.837891
	Iteration 3Q: 3 clusters Score -6513117 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -6514160.000000 Penalty: 5239.837891
	Iteration 4F: 3 clusters Score -6514160 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -6515401.000000 Penalty: 5239.837891
	Iteration 5F: 3 clusters Score -6515401 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -6516814.000000 Penalty: 5239.837891
	Iteration 6F: 3 clusters Score -6516814 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -6518162.500000 Penalty: 5239.837891
	Iteration 7F: 3 clusters Score -6518162 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -6519535.500000 Penalty: 5239.837891
	Iteration 8F: 3 clusters Score -6519536 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -6520713.500000 Penalty: 5239.837891
	Iteration 9F: 3 clusters Score -6520714 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -6521783.000000 Penalty: 5239.837891
	Iteration 10Q: 3 clusters Score -6521783 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -6522679.500000 Penalty: 5239.837891
	Iteration 11Q: 3 clusters Score -6522680 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -6523330.500000 Penalty: 5239.837891
	Iteration 12Q: 3 clusters Score -6523330 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -6523816.000000 Penalty: 5239.837891
	Iteration 13Q: 3 clusters Score -6523816 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -6524207.000000 Penalty: 5239.837891
	Iteration 14Q: 3 clusters Score -6524207 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -6524571.500000 Penalty: 5239.837891
	Iteration 15Q: 3 clusters Score -6524572 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -6524890.500000 Penalty: 5239.837891
	Iteration 16Q: 3 clusters Score -6524890 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -6525173.000000 Penalty: 5239.837891
	Iteration 17Q: 3 clusters Score -6525173 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -6525406.500000 Penalty: 5239.837891
	Iteration 18Q: 3 clusters Score -6525406 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -6525641.000000 Penalty: 5239.837891
	Iteration 19Q: 3 clusters Score -6525641 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -6525778.000000 Penalty: 5239.837891
	Iteration 20F: 3 clusters Score -6525778 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -6525916.000000 Penalty: 5239.837891
	Iteration 21Q: 3 clusters Score -6525916 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -6526009.000000 Penalty: 5239.837891
	Iteration 22Q: 3 clusters Score -6526009 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -6526103.000000 Penalty: 5239.837891
	Iteration 23Q: 3 clusters Score -6526103 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -6526211.000000 Penalty: 5239.837891
	Iteration 24Q: 3 clusters Score -6526211 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -6526286.500000 Penalty: 5239.837891
	Iteration 25Q: 3 clusters Score -6526286 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -6526328.500000 Penalty: 5239.837891
	Iteration 26Q: 3 clusters Score -6526328 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -6526364.500000 Penalty: 5239.837891
	Iteration 27Q: 3 clusters Score -6526364 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -6526414.500000 Penalty: 5239.837891
	Iteration 28Q: 3 clusters Score -6526414 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -6526440.000000 Penalty: 5239.837891
	Iteration 29Q: 3 clusters Score -6526440 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -6526460.500000 Penalty: 5239.837891
	Iteration 30Q: 3 clusters Score -6526460 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -6526501.000000 Penalty: 5239.837891
	Iteration 31Q: 3 clusters Score -6526501 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -6526529.500000 Penalty: 5239.837891
	Iteration 32Q: 3 clusters Score -6526530 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -6526585.500000 Penalty: 5239.837891
	Iteration 33Q: 3 clusters Score -6526586 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -6526630.500000 Penalty: 5239.837891
	Iteration 34Q: 3 clusters Score -6526630 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -6526630.000000 Penalty: 5239.837891
	Iteration 35Q: 3 clusters Score -6526630 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -6526675.000000 Penalty: 5239.837891
	Iteration 36Q: 3 clusters Score -6526675 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -6526688.000000 Penalty: 5239.837891
	Iteration 37Q: 3 clusters Score -6526688 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -6526733.500000 Penalty: 5239.837891
	Iteration 38Q: 3 clusters Score -6526734 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -6526762.000000 Penalty: 5239.837891
	Iteration 39Q: 3 clusters Score -6526762 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -6526813.500000 Penalty: 5239.837891
	Iteration 40F: 3 clusters Score -6526814 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -6526848.000000 Penalty: 5239.837891
	Iteration 41Q: 3 clusters Score -6526848 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -6526891.500000 Penalty: 5239.837891
	Iteration 42Q: 3 clusters Score -6526892 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -6526892.500000 Penalty: 5239.837891
	Iteration 43Q: 3 clusters Score -6526892 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -6526914.000000 Penalty: 5239.837891
	Iteration 44Q: 3 clusters Score -6526914 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -6526932.000000 Penalty: 5239.837891
	Iteration 45Q: 3 clusters Score -6526932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -6526931.500000 Penalty: 5239.837891
	Iteration 46Q: 3 clusters Score -6526932 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -6526944.000000 Penalty: 5239.837891
	Iteration 47Q: 3 clusters Score -6526944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -6526970.000000 Penalty: 5239.837891
	Iteration 48Q: 3 clusters Score -6526970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -6526952.500000 Penalty: 5239.837891
	Iteration 49Q: 3 clusters Score -6526952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -6526961.000000 Penalty: 5239.837891
	Iteration 50Q: 3 clusters Score -6526961 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -6526961.500000 Penalty: 5239.837891
	Iteration 51Q: 3 clusters Score -6526962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -6526980.500000 Penalty: 5239.837891
	Iteration 52Q: 3 clusters Score -6526980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -6526985.500000 Penalty: 5239.837891
	Iteration 53Q: 3 clusters Score -6526986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -6526980.000000 Penalty: 5239.837891
	Iteration 54Q: 3 clusters Score -6526980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -6526989.000000 Penalty: 5239.837891
	Iteration 55Q: 3 clusters Score -6526989 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -6526997.000000 Penalty: 5239.837891
	Iteration 56Q: 3 clusters Score -6526997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6527004.500000 Penalty: 5239.837891
	Iteration 57Q: 3 clusters Score -6527004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -6527023.000000 Penalty: 5239.837891
	Iteration 58Q: 3 clusters Score -6527023 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -6527036.000000 Penalty: 5239.837891
	Iteration 59Q: 3 clusters Score -6527036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -6527046.500000 Penalty: 5239.837891
	Iteration 60F: 3 clusters Score -6527046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -6527071.500000 Penalty: 5239.837891
	Iteration 61Q: 3 clusters Score -6527072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -6527069.500000 Penalty: 5239.837891
	Iteration 62Q: 3 clusters Score -6527070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -6527076.500000 Penalty: 5239.837891
	Iteration 63Q: 3 clusters Score -6527076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -6527075.500000 Penalty: 5239.837891
	Iteration 64Q: 3 clusters Score -6527076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -6527082.000000 Penalty: 5239.837891
	Iteration 65Q: 3 clusters Score -6527082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -6527077.000000 Penalty: 5239.837891
	Iteration 66Q: 3 clusters Score -6527077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -6527082.000000 Penalty: 5239.837891
	Iteration 67Q: 3 clusters Score -6527082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6527085.500000 Penalty: 5239.837891
	Iteration 68Q: 3 clusters Score -6527086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -6527090.000000 Penalty: 5239.837891
	Iteration 69Q: 3 clusters Score -6527090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6527099.500000 Penalty: 5239.837891
	Iteration 70Q: 3 clusters Score -6527100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6527099.000000 Penalty: 5239.837891
	Iteration 71Q: 3 clusters Score -6527099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -6527096.500000 Penalty: 5239.837891
	Iteration 72Q: 3 clusters Score -6527096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -6527095.000000 Penalty: 5239.837891
	Iteration 73Q: 3 clusters Score -6527095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6527097.500000 Penalty: 5239.837891
	Iteration 74Q: 3 clusters Score -6527098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6527113.000000 Penalty: 5239.837891
	Iteration 75Q: 3 clusters Score -6527113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6527105.500000 Penalty: 5239.837891
	Iteration 76Q: 3 clusters Score -6527106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -6527103.000000 Penalty: 5239.837891
	Iteration 77Q: 3 clusters Score -6527103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6527103.500000 Penalty: 5239.837891
	Iteration 78Q: 3 clusters Score -6527104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -6527112.000000 Penalty: 5239.837891
	Iteration 79Q: 3 clusters Score -6527112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6527112.000000 Penalty: 5239.837891
	Iteration 80F: 3 clusters Score -6527112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -6527114.000000 Penalty: 5239.837891
	Iteration 81Q: 3 clusters Score -6527114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -6527107.000000 Penalty: 5239.837891
	Iteration 82Q: 3 clusters Score -6527107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -6527114.000000 Penalty: 5239.837891
	Iteration 83Q: 3 clusters Score -6527114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6527122.500000 Penalty: 5239.837891
	Iteration 84Q: 3 clusters Score -6527122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -6527132.000000 Penalty: 5239.837891
	Iteration 85Q: 3 clusters Score -6527132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -6527132.500000 Penalty: 5239.837891
	Iteration 86Q: 3 clusters Score -6527132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6527128.000000 Penalty: 5239.837891
	Iteration 87Q: 3 clusters Score -6527128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -6527133.500000 Penalty: 5239.837891
	Iteration 88Q: 3 clusters Score -6527134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6527131.500000 Penalty: 5239.837891
	Iteration 89Q: 3 clusters Score -6527132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6527131.000000 Penalty: 5239.837891
	Iteration 90Q: 3 clusters Score -6527131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6527124.000000 Penalty: 5239.837891
	Iteration 91Q: 3 clusters Score -6527124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6527124.000000 Penalty: 5239.837891
	Iteration 92F: 3 clusters Score -6527124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Entering Unmasked Estep 
Score: -759093.062500 Penalty: 2091.207764
	Iteration 0F: 2 clusters Score -759093.1 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 2288 members 
Entering Unmasked Estep 
Score: -754823.812500 Penalty: 4182.415527
	Iteration 0F: 3 clusters Score -754823.8 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -755880.062500 Penalty: 4182.415527
	Iteration 1F: 3 clusters Score -755880.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -756098.500000 Penalty: 4182.415527
	Iteration 2F: 3 clusters Score -756098.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -756252.437500 Penalty: 4182.415527
	Iteration 3F: 3 clusters Score -756252.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -756361.375000 Penalty: 4182.415527
	Iteration 4Q: 3 clusters Score -756361.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -756446.687500 Penalty: 4182.415527
	Iteration 5Q: 3 clusters Score -756446.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -756524.187500 Penalty: 4182.415527
	Iteration 6Q: 3 clusters Score -756524.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -756600.562500 Penalty: 4182.415527
	Iteration 7Q: 3 clusters Score -756600.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -756691.312500 Penalty: 4182.415527
	Iteration 8Q: 3 clusters Score -756691.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -756787.687500 Penalty: 4182.415527
	Iteration 9Q: 3 clusters Score -756787.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -756858.937500 Penalty: 4182.415527
	Iteration 10Q: 3 clusters Score -756858.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -756931.312500 Penalty: 4182.415527
	Iteration 11Q: 3 clusters Score -756931.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -757003.562500 Penalty: 4182.415527
	Iteration 12Q: 3 clusters Score -757003.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -757070.937500 Penalty: 4182.415527
	Iteration 13Q: 3 clusters Score -757070.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -757130.375000 Penalty: 4182.415527
	Iteration 14Q: 3 clusters Score -757130.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -757187.250000 Penalty: 4182.415527
	Iteration 15Q: 3 clusters Score -757187.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -757252.875000 Penalty: 4182.415527
	Iteration 16Q: 3 clusters Score -757252.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -757329.375000 Penalty: 4182.415527
	Iteration 17Q: 3 clusters Score -757329.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -757390.937500 Penalty: 4182.415527
	Iteration 18Q: 3 clusters Score -757390.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -757438.250000 Penalty: 4182.415527
	Iteration 19Q: 3 clusters Score -757438.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -757483.062500 Penalty: 4182.415527
	Iteration 20F: 3 clusters Score -757483.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -757512.937500 Penalty: 4182.415527
	Iteration 21Q: 3 clusters Score -757512.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -757536.875000 Penalty: 4182.415527
	Iteration 22Q: 3 clusters Score -757536.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -757559.250000 Penalty: 4182.415527
	Iteration 23Q: 3 clusters Score -757559.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -757572.375000 Penalty: 4182.415527
	Iteration 24Q: 3 clusters Score -757572.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -757582.812500 Penalty: 4182.415527
	Iteration 25Q: 3 clusters Score -757582.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -757594.312500 Penalty: 4182.415527
	Iteration 26Q: 3 clusters Score -757594.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -757600.312500 Penalty: 4182.415527
	Iteration 27Q: 3 clusters Score -757600.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -757607.562500 Penalty: 4182.415527
	Iteration 28Q: 3 clusters Score -757607.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -757610.437500 Penalty: 4182.415527
	Iteration 29Q: 3 clusters Score -757610.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -757615.125000 Penalty: 4182.415527
	Iteration 30Q: 3 clusters Score -757615.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -757621.875000 Penalty: 4182.415527
	Iteration 31Q: 3 clusters Score -757621.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -757621.812500 Penalty: 4182.415527
	Iteration 32Q: 3 clusters Score -757621.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -757625.750000 Penalty: 4182.415527
	Iteration 33Q: 3 clusters Score -757625.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -757628.187500 Penalty: 4182.415527
	Iteration 34Q: 3 clusters Score -757628.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -757631.187500 Penalty: 4182.415527
	Iteration 35Q: 3 clusters Score -757631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -757632.312500 Penalty: 4182.415527
	Iteration 36Q: 3 clusters Score -757632.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -757632.062500 Penalty: 4182.415527
	Iteration 37Q: 3 clusters Score -757632.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -757635.750000 Penalty: 4182.415527
	Iteration 38Q: 3 clusters Score -757635.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -757639.187500 Penalty: 4182.415527
	Iteration 39Q: 3 clusters Score -757639.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -757639.812500 Penalty: 4182.415527
	Iteration 40F: 3 clusters Score -757639.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -757641.875000 Penalty: 4182.415527
	Iteration 41Q: 3 clusters Score -757641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -757644.062500 Penalty: 4182.415527
	Iteration 42Q: 3 clusters Score -757644.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -757647.437500 Penalty: 4182.415527
	Iteration 43Q: 3 clusters Score -757647.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -757648.500000 Penalty: 4182.415527
	Iteration 44Q: 3 clusters Score -757648.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -757649.562500 Penalty: 4182.415527
	Iteration 45Q: 3 clusters Score -757649.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -757649.750000 Penalty: 4182.415527
	Iteration 46Q: 3 clusters Score -757649.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -757648.250000 Penalty: 4182.415527
	Iteration 47Q: 3 clusters Score -757648.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -757650.312500 Penalty: 4182.415527
	Iteration 48Q: 3 clusters Score -757650.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -757651.937500 Penalty: 4182.415527
	Iteration 49Q: 3 clusters Score -757651.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -757653.875000 Penalty: 4182.415527
	Iteration 50Q: 3 clusters Score -757653.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -757658.062500 Penalty: 4182.415527
	Iteration 51Q: 3 clusters Score -757658.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -757659.500000 Penalty: 4182.415527
	Iteration 52Q: 3 clusters Score -757659.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -757661.625000 Penalty: 4182.415527
	Iteration 53Q: 3 clusters Score -757661.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -757661.625000 Penalty: 4182.415527
	Iteration 54F: 3 clusters Score -757661.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Entering Unmasked Estep 
Score: -1383434.000000 Penalty: 2230.893066
	Iteration 0F: 2 clusters Score -1383434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1376981.125000 Penalty: 4461.786133
	Iteration 0F: 3 clusters Score -1376981 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1378767.500000 Penalty: 4461.786133
	Iteration 1F: 3 clusters Score -1378768 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1379055.875000 Penalty: 4461.786133
	Iteration 2F: 3 clusters Score -1379056 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1379291.500000 Penalty: 4461.786133
	Iteration 3F: 3 clusters Score -1379292 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1379572.125000 Penalty: 4461.786133
	Iteration 4F: 3 clusters Score -1379572 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1379902.875000 Penalty: 4461.786133
	Iteration 5F: 3 clusters Score -1379903 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1380337.750000 Penalty: 4461.786133
	Iteration 6F: 3 clusters Score -1380338 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1380809.125000 Penalty: 4461.786133
	Iteration 7F: 3 clusters Score -1380809 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1381352.500000 Penalty: 4461.786133
	Iteration 8F: 3 clusters Score -1381352 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1381785.250000 Penalty: 4461.786133
	Iteration 9F: 3 clusters Score -1381785 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1382048.750000 Penalty: 4461.786133
	Iteration 10Q: 3 clusters Score -1382049 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1382189.500000 Penalty: 4461.786133
	Iteration 11Q: 3 clusters Score -1382190 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1382260.375000 Penalty: 4461.786133
	Iteration 12Q: 3 clusters Score -1382260 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1382282.375000 Penalty: 4461.786133
	Iteration 13Q: 3 clusters Score -1382282 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1382306.750000 Penalty: 4461.786133
	Iteration 14Q: 3 clusters Score -1382307 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1382317.125000 Penalty: 4461.786133
	Iteration 15Q: 3 clusters Score -1382317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1382323.500000 Penalty: 4461.786133
	Iteration 16Q: 3 clusters Score -1382324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1382330.625000 Penalty: 4461.786133
	Iteration 17Q: 3 clusters Score -1382331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1382331.750000 Penalty: 4461.786133
	Iteration 18Q: 3 clusters Score -1382332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1382336.250000 Penalty: 4461.786133
	Iteration 19Q: 3 clusters Score -1382336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1382335.125000 Penalty: 4461.786133
	Iteration 20F: 3 clusters Score -1382335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1382336.750000 Penalty: 4461.786133
	Iteration 21Q: 3 clusters Score -1382337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1382339.250000 Penalty: 4461.786133
	Iteration 22Q: 3 clusters Score -1382339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1382339.250000 Penalty: 4461.786133
	Iteration 23F: 3 clusters Score -1382339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Entering Unmasked Estep 
Score: -479796.375000 Penalty: 1990.003418
	Iteration 0F: 2 clusters Score -479796.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -476491.750000 Penalty: 3980.006836
	Iteration 0F: 3 clusters Score -476491.8 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -477399.687500 Penalty: 3980.006836
	Iteration 1F: 3 clusters Score -477399.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -477888.531250 Penalty: 3980.006836
	Iteration 2F: 3 clusters Score -477888.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -478365.000000 Penalty: 3980.006836
	Iteration 3F: 3 clusters Score -478365 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -478751.343750 Penalty: 3980.006836
	Iteration 4F: 3 clusters Score -478751.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -479045.906250 Penalty: 3980.006836
	Iteration 5F: 3 clusters Score -479045.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -479262.937500 Penalty: 3980.006836
	Iteration 6F: 3 clusters Score -479262.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -479437.437500 Penalty: 3980.006836
	Iteration 7Q: 3 clusters Score -479437.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -479605.406250 Penalty: 3980.006836
	Iteration 8Q: 3 clusters Score -479605.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -479712.000000 Penalty: 3980.006836
	Iteration 9Q: 3 clusters Score -479712 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -479815.812500 Penalty: 3980.006836
	Iteration 10Q: 3 clusters Score -479815.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -479918.062500 Penalty: 3980.006836
	Iteration 11Q: 3 clusters Score -479918.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -480008.531250 Penalty: 3980.006836
	Iteration 12Q: 3 clusters Score -480008.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -480070.468750 Penalty: 3980.006836
	Iteration 13Q: 3 clusters Score -480070.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -480098.218750 Penalty: 3980.006836
	Iteration 14Q: 3 clusters Score -480098.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -480124.437500 Penalty: 3980.006836
	Iteration 15Q: 3 clusters Score -480124.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -480165.218750 Penalty: 3980.006836
	Iteration 16Q: 3 clusters Score -480165.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -480220.656250 Penalty: 3980.006836
	Iteration 17Q: 3 clusters Score -480220.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -480292.125000 Penalty: 3980.006836
	Iteration 18Q: 3 clusters Score -480292.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -480353.812500 Penalty: 3980.006836
	Iteration 19Q: 3 clusters Score -480353.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -480369.468750 Penalty: 3980.006836
	Iteration 20F: 3 clusters Score -480369.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -480377.656250 Penalty: 3980.006836
	Iteration 21Q: 3 clusters Score -480377.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -480382.875000 Penalty: 3980.006836
	Iteration 22Q: 3 clusters Score -480382.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -480384.843750 Penalty: 3980.006836
	Iteration 23Q: 3 clusters Score -480384.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -480384.843750 Penalty: 3980.006836
	Iteration 24F: 3 clusters Score -480384.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 41885 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 57379 members 
Mstep: Class 5 contains 38723 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 2130 members 
Mstep: Class 9 contains 24858 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 16415 members 
Mstep: Class 12 contains 33699 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 11042 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53227 members 
Mstep: Class 18 contains 11442 members 
Mstep: Class 19 contains 13771 members 
Mstep: Class 20 contains 75181 members 
Mstep: Class 21 contains 29944 members 
Mstep: Class 22 contains 22450 members 
Mstep: Class 23 contains 9062 members 
Mstep: Class 24 contains 4452 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 12593 members 
Mstep: Class 27 contains 55857 members 
Mstep: Class 28 contains 12843 members 
Mstep: Class 29 contains 4839 members 
Mstep: Class 30 contains 7935 members 
Mstep: Class 31 contains 31292 members 
Mstep: Class 32 contains 10120 members 
Mstep: Class 33 contains 1664 members 
Mstep: Class 34 contains 59529 members 
Mstep: Class 35 contains 924 members 
Entering Unmasked Estep 
Score: -115010512.000000 Penalty: 116837.523438
Splitting cluster 8 changes total score from -115011544.000000 to -115010512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (24858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Entering Unmasked Estep 
Score: -4368518.500000 Penalty: 2509.991699
	Iteration 0F: 2 clusters Score -4368518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -4351359.000000 Penalty: 5019.983398
	Iteration 0F: 3 clusters Score -4351359 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -4357151.500000 Penalty: 5019.983398
	Iteration 1F: 3 clusters Score -4357152 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -4357434.500000 Penalty: 5019.983398
	Iteration 2Q: 3 clusters Score -4357434 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -4357669.000000 Penalty: 5019.983398
	Iteration 3Q: 3 clusters Score -4357669 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -4357852.500000 Penalty: 5019.983398
	Iteration 4Q: 3 clusters Score -4357852 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -4358012.000000 Penalty: 5019.983398
	Iteration 5Q: 3 clusters Score -4358012 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -4358137.000000 Penalty: 5019.983398
	Iteration 6Q: 3 clusters Score -4358137 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -4358235.000000 Penalty: 5019.983398
	Iteration 7Q: 3 clusters Score -4358235 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -4358326.500000 Penalty: 5019.983398
	Iteration 8Q: 3 clusters Score -4358326 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -4358387.000000 Penalty: 5019.983398
	Iteration 9Q: 3 clusters Score -4358387 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -4358469.500000 Penalty: 5019.983398
	Iteration 10Q: 3 clusters Score -4358470 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -4358544.000000 Penalty: 5019.983398
	Iteration 11Q: 3 clusters Score -4358544 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -4358620.500000 Penalty: 5019.983398
	Iteration 12Q: 3 clusters Score -4358620 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -4358672.000000 Penalty: 5019.983398
	Iteration 13Q: 3 clusters Score -4358672 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -4358733.500000 Penalty: 5019.983398
	Iteration 14Q: 3 clusters Score -4358734 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -4358780.000000 Penalty: 5019.983398
	Iteration 15Q: 3 clusters Score -4358780 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -4358842.500000 Penalty: 5019.983398
	Iteration 16Q: 3 clusters Score -4358842 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -4358887.500000 Penalty: 5019.983398
	Iteration 17Q: 3 clusters Score -4358888 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -4358937.000000 Penalty: 5019.983398
	Iteration 18Q: 3 clusters Score -4358937 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -4358985.500000 Penalty: 5019.983398
	Iteration 19Q: 3 clusters Score -4358986 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -4359043.500000 Penalty: 5019.983398
	Iteration 20F: 3 clusters Score -4359044 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -4359114.500000 Penalty: 5019.983398
	Iteration 21Q: 3 clusters Score -4359114 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -4359189.000000 Penalty: 5019.983398
	Iteration 22Q: 3 clusters Score -4359189 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -4359312.000000 Penalty: 5019.983398
	Iteration 23Q: 3 clusters Score -4359312 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -4359426.500000 Penalty: 5019.983398
	Iteration 24Q: 3 clusters Score -4359426 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -4359642.000000 Penalty: 5019.983398
	Iteration 25Q: 3 clusters Score -4359642 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -4359941.000000 Penalty: 5019.983398
	Iteration 26Q: 3 clusters Score -4359941 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -4360378.500000 Penalty: 5019.983398
	Iteration 27Q: 3 clusters Score -4360378 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -4360994.000000 Penalty: 5019.983398
	Iteration 28Q: 3 clusters Score -4360994 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -4361483.500000 Penalty: 5019.983398
	Iteration 29Q: 3 clusters Score -4361484 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -4361876.000000 Penalty: 5019.983398
	Iteration 30Q: 3 clusters Score -4361876 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -4362122.500000 Penalty: 5019.983398
	Iteration 31Q: 3 clusters Score -4362122 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -4362234.500000 Penalty: 5019.983398
	Iteration 32Q: 3 clusters Score -4362234 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -4362305.000000 Penalty: 5019.983398
	Iteration 33Q: 3 clusters Score -4362305 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -4362367.500000 Penalty: 5019.983398
	Iteration 34Q: 3 clusters Score -4362368 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -4362435.000000 Penalty: 5019.983398
	Iteration 35Q: 3 clusters Score -4362435 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -4362504.500000 Penalty: 5019.983398
	Iteration 36Q: 3 clusters Score -4362504 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -4362545.500000 Penalty: 5019.983398
	Iteration 37Q: 3 clusters Score -4362546 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -4362603.000000 Penalty: 5019.983398
	Iteration 38Q: 3 clusters Score -4362603 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -4362675.500000 Penalty: 5019.983398
	Iteration 39Q: 3 clusters Score -4362676 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -4362724.000000 Penalty: 5019.983398
	Iteration 40F: 3 clusters Score -4362724 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -4362779.000000 Penalty: 5019.983398
	Iteration 41Q: 3 clusters Score -4362779 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -4362845.000000 Penalty: 5019.983398
	Iteration 42Q: 3 clusters Score -4362845 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -4362906.500000 Penalty: 5019.983398
	Iteration 43Q: 3 clusters Score -4362906 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -4362970.500000 Penalty: 5019.983398
	Iteration 44Q: 3 clusters Score -4362970 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -4363061.500000 Penalty: 5019.983398
	Iteration 45Q: 3 clusters Score -4363062 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -4363160.500000 Penalty: 5019.983398
	Iteration 46Q: 3 clusters Score -4363160 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -4363246.500000 Penalty: 5019.983398
	Iteration 47Q: 3 clusters Score -4363246 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -4363368.000000 Penalty: 5019.983398
	Iteration 48Q: 3 clusters Score -4363368 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -4363508.500000 Penalty: 5019.983398
	Iteration 49Q: 3 clusters Score -4363508 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -4363641.000000 Penalty: 5019.983398
	Iteration 50Q: 3 clusters Score -4363641 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -4363773.000000 Penalty: 5019.983398
	Iteration 51Q: 3 clusters Score -4363773 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -4363894.000000 Penalty: 5019.983398
	Iteration 52Q: 3 clusters Score -4363894 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -4364031.000000 Penalty: 5019.983398
	Iteration 53Q: 3 clusters Score -4364031 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -4364172.000000 Penalty: 5019.983398
	Iteration 54Q: 3 clusters Score -4364172 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -4364318.500000 Penalty: 5019.983398
	Iteration 55Q: 3 clusters Score -4364318 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4364449.500000 Penalty: 5019.983398
	Iteration 56Q: 3 clusters Score -4364450 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4364618.500000 Penalty: 5019.983398
	Iteration 57Q: 3 clusters Score -4364618 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -4364800.500000 Penalty: 5019.983398
	Iteration 58Q: 3 clusters Score -4364800 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4364955.500000 Penalty: 5019.983398
	Iteration 59Q: 3 clusters Score -4364956 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4365139.500000 Penalty: 5019.983398
	Iteration 60F: 3 clusters Score -4365140 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4365336.500000 Penalty: 5019.983398
	Iteration 61Q: 3 clusters Score -4365336 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4365542.500000 Penalty: 5019.983398
	Iteration 62Q: 3 clusters Score -4365542 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4365721.000000 Penalty: 5019.983398
	Iteration 63Q: 3 clusters Score -4365721 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4365893.500000 Penalty: 5019.983398
	Iteration 64Q: 3 clusters Score -4365894 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4366013.000000 Penalty: 5019.983398
	Iteration 65Q: 3 clusters Score -4366013 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4366071.000000 Penalty: 5019.983398
	Iteration 66Q: 3 clusters Score -4366071 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4366142.500000 Penalty: 5019.983398
	Iteration 67Q: 3 clusters Score -4366142 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4366190.500000 Penalty: 5019.983398
	Iteration 68Q: 3 clusters Score -4366190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4366227.000000 Penalty: 5019.983398
	Iteration 69Q: 3 clusters Score -4366227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4366250.500000 Penalty: 5019.983398
	Iteration 70Q: 3 clusters Score -4366250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4366269.000000 Penalty: 5019.983398
	Iteration 71Q: 3 clusters Score -4366269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4366280.000000 Penalty: 5019.983398
	Iteration 72Q: 3 clusters Score -4366280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4366288.000000 Penalty: 5019.983398
	Iteration 73Q: 3 clusters Score -4366288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4366296.500000 Penalty: 5019.983398
	Iteration 74Q: 3 clusters Score -4366296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4366303.000000 Penalty: 5019.983398
	Iteration 75Q: 3 clusters Score -4366303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4366308.500000 Penalty: 5019.983398
	Iteration 76Q: 3 clusters Score -4366308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4366312.500000 Penalty: 5019.983398
	Iteration 77Q: 3 clusters Score -4366312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4366313.500000 Penalty: 5019.983398
	Iteration 78Q: 3 clusters Score -4366314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4366318.000000 Penalty: 5019.983398
	Iteration 79Q: 3 clusters Score -4366318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4366314.500000 Penalty: 5019.983398
	Iteration 80F: 3 clusters Score -4366314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4366319.000000 Penalty: 5019.983398
	Iteration 81Q: 3 clusters Score -4366319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4366322.000000 Penalty: 5019.983398
	Iteration 82Q: 3 clusters Score -4366322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4366329.500000 Penalty: 5019.983398
	Iteration 83Q: 3 clusters Score -4366330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4366329.500000 Penalty: 5019.983398
	Iteration 84F: 3 clusters Score -4366330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -78556.421875 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -78556.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -77340.601562 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -77340.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78149.914062 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -78149.91 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -78792.906250 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -78792.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -79363.726562 Penalty: 3143.942627
	Iteration 3F: 3 clusters Score -79363.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -79583.578125 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -79583.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -79670.234375 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -79670.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -79716.734375 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -79716.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -79733.234375 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -79733.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -79737.046875 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -79737.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -79737.046875 Penalty: 3143.942627
	Iteration 9F: 3 clusters Score -79737.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 41885 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 57379 members 
Mstep: Class 5 contains 38723 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 3054 members 
Mstep: Class 9 contains 24858 members 
Mstep: Class 10 contains 136 members 
Mstep: Class 11 contains 16415 members 
Mstep: Class 12 contains 33699 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 11042 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53227 members 
Mstep: Class 18 contains 11442 members 
Mstep: Class 19 contains 13771 members 
Mstep: Class 20 contains 75181 members 
Mstep: Class 21 contains 29944 members 
Mstep: Class 22 contains 22450 members 
Mstep: Class 23 contains 9062 members 
Mstep: Class 24 contains 4452 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 12593 members 
Mstep: Class 27 contains 55857 members 
Mstep: Class 28 contains 12843 members 
Mstep: Class 29 contains 4839 members 
Mstep: Class 30 contains 7935 members 
Mstep: Class 31 contains 31292 members 
Mstep: Class 32 contains 10120 members 
Mstep: Class 33 contains 1664 members 
Mstep: Class 34 contains 59529 members 
Mstep: Class 35 contains 430 members 
Entering Unmasked Estep 
Score: -115010872.000000 Penalty: 116837.523438
Splitting cluster 10 changes total score from -115011544.000000 to -115010872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (16415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Entering Unmasked Estep 
Score: -2709388.500000 Penalty: 2407.075684
	Iteration 0F: 2 clusters Score -2709388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2697728.500000 Penalty: 4814.151367
	Iteration 0F: 3 clusters Score -2697728 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2702110.000000 Penalty: 4814.151367
	Iteration 1F: 3 clusters Score -2702110 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2703361.250000 Penalty: 4814.151367
	Iteration 2F: 3 clusters Score -2703361 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2704604.250000 Penalty: 4814.151367
	Iteration 3F: 3 clusters Score -2704604 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2705484.250000 Penalty: 4814.151367
	Iteration 4F: 3 clusters Score -2705484 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2706011.500000 Penalty: 4814.151367
	Iteration 5F: 3 clusters Score -2706012 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2706292.750000 Penalty: 4814.151367
	Iteration 6Q: 3 clusters Score -2706293 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2706482.500000 Penalty: 4814.151367
	Iteration 7Q: 3 clusters Score -2706482 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2706626.000000 Penalty: 4814.151367
	Iteration 8Q: 3 clusters Score -2706626 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2706729.000000 Penalty: 4814.151367
	Iteration 9Q: 3 clusters Score -2706729 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2706812.000000 Penalty: 4814.151367
	Iteration 10Q: 3 clusters Score -2706812 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2706891.000000 Penalty: 4814.151367
	Iteration 11Q: 3 clusters Score -2706891 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2706953.500000 Penalty: 4814.151367
	Iteration 12Q: 3 clusters Score -2706954 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2707031.250000 Penalty: 4814.151367
	Iteration 13Q: 3 clusters Score -2707031 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2707120.500000 Penalty: 4814.151367
	Iteration 14Q: 3 clusters Score -2707120 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2707230.000000 Penalty: 4814.151367
	Iteration 15Q: 3 clusters Score -2707230 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2707358.250000 Penalty: 4814.151367
	Iteration 16Q: 3 clusters Score -2707358 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2707540.500000 Penalty: 4814.151367
	Iteration 17Q: 3 clusters Score -2707540 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2707742.750000 Penalty: 4814.151367
	Iteration 18Q: 3 clusters Score -2707743 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2707917.750000 Penalty: 4814.151367
	Iteration 19Q: 3 clusters Score -2707918 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2708048.250000 Penalty: 4814.151367
	Iteration 20F: 3 clusters Score -2708048 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2708165.000000 Penalty: 4814.151367
	Iteration 21Q: 3 clusters Score -2708165 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2708260.750000 Penalty: 4814.151367
	Iteration 22Q: 3 clusters Score -2708261 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2708352.250000 Penalty: 4814.151367
	Iteration 23Q: 3 clusters Score -2708352 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2708424.750000 Penalty: 4814.151367
	Iteration 24Q: 3 clusters Score -2708425 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2708489.500000 Penalty: 4814.151367
	Iteration 25Q: 3 clusters Score -2708490 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2708575.750000 Penalty: 4814.151367
	Iteration 26Q: 3 clusters Score -2708576 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2708701.750000 Penalty: 4814.151367
	Iteration 27Q: 3 clusters Score -2708702 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2708915.250000 Penalty: 4814.151367
	Iteration 28Q: 3 clusters Score -2708915 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2709232.000000 Penalty: 4814.151367
	Iteration 29Q: 3 clusters Score -2709232 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2709581.250000 Penalty: 4814.151367
	Iteration 30Q: 3 clusters Score -2709581 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2709744.250000 Penalty: 4814.151367
	Iteration 31Q: 3 clusters Score -2709744 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2709782.750000 Penalty: 4814.151367
	Iteration 32Q: 3 clusters Score -2709783 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2709809.750000 Penalty: 4814.151367
	Iteration 33Q: 3 clusters Score -2709810 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2709829.250000 Penalty: 4814.151367
	Iteration 34Q: 3 clusters Score -2709829 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2709849.000000 Penalty: 4814.151367
	Iteration 35Q: 3 clusters Score -2709849 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2709863.500000 Penalty: 4814.151367
	Iteration 36Q: 3 clusters Score -2709864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2709871.750000 Penalty: 4814.151367
	Iteration 37Q: 3 clusters Score -2709872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2709875.250000 Penalty: 4814.151367
	Iteration 38Q: 3 clusters Score -2709875 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2709889.750000 Penalty: 4814.151367
	Iteration 39Q: 3 clusters Score -2709890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2709897.250000 Penalty: 4814.151367
	Iteration 40F: 3 clusters Score -2709897 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2709912.000000 Penalty: 4814.151367
	Iteration 41Q: 3 clusters Score -2709912 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2709915.500000 Penalty: 4814.151367
	Iteration 42Q: 3 clusters Score -2709916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2709924.750000 Penalty: 4814.151367
	Iteration 43Q: 3 clusters Score -2709925 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2709937.250000 Penalty: 4814.151367
	Iteration 44Q: 3 clusters Score -2709937 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2709961.750000 Penalty: 4814.151367
	Iteration 45Q: 3 clusters Score -2709962 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2709989.250000 Penalty: 4814.151367
	Iteration 46Q: 3 clusters Score -2709989 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2709988.250000 Penalty: 4814.151367
	Iteration 47Q: 3 clusters Score -2709988 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2710008.250000 Penalty: 4814.151367
	Iteration 48Q: 3 clusters Score -2710008 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2710046.000000 Penalty: 4814.151367
	Iteration 49Q: 3 clusters Score -2710046 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2710065.750000 Penalty: 4814.151367
	Iteration 50Q: 3 clusters Score -2710066 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2710124.500000 Penalty: 4814.151367
	Iteration 51Q: 3 clusters Score -2710124 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2710195.750000 Penalty: 4814.151367
	Iteration 52Q: 3 clusters Score -2710196 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2710264.500000 Penalty: 4814.151367
	Iteration 53Q: 3 clusters Score -2710264 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2710325.750000 Penalty: 4814.151367
	Iteration 54Q: 3 clusters Score -2710326 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2710382.250000 Penalty: 4814.151367
	Iteration 55Q: 3 clusters Score -2710382 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2710471.000000 Penalty: 4814.151367
	Iteration 56Q: 3 clusters Score -2710471 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2710548.250000 Penalty: 4814.151367
	Iteration 57Q: 3 clusters Score -2710548 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2710650.750000 Penalty: 4814.151367
	Iteration 58Q: 3 clusters Score -2710651 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2710732.500000 Penalty: 4814.151367
	Iteration 59Q: 3 clusters Score -2710732 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2710772.500000 Penalty: 4814.151367
	Iteration 60F: 3 clusters Score -2710772 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2710818.750000 Penalty: 4814.151367
	Iteration 61Q: 3 clusters Score -2710819 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2710836.500000 Penalty: 4814.151367
	Iteration 62Q: 3 clusters Score -2710836 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2710856.000000 Penalty: 4814.151367
	Iteration 63Q: 3 clusters Score -2710856 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2710864.750000 Penalty: 4814.151367
	Iteration 64Q: 3 clusters Score -2710865 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2710880.500000 Penalty: 4814.151367
	Iteration 65Q: 3 clusters Score -2710880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2710896.750000 Penalty: 4814.151367
	Iteration 66Q: 3 clusters Score -2710897 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2710893.000000 Penalty: 4814.151367
	Iteration 67Q: 3 clusters Score -2710893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2710903.000000 Penalty: 4814.151367
	Iteration 68Q: 3 clusters Score -2710903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2710899.000000 Penalty: 4814.151367
	Iteration 69Q: 3 clusters Score -2710899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2710902.250000 Penalty: 4814.151367
	Iteration 70Q: 3 clusters Score -2710902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2710905.000000 Penalty: 4814.151367
	Iteration 71Q: 3 clusters Score -2710905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2710904.250000 Penalty: 4814.151367
	Iteration 72Q: 3 clusters Score -2710904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2710904.250000 Penalty: 4814.151367
	Iteration 73F: 3 clusters Score -2710904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 41885 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 57379 members 
Mstep: Class 5 contains 38723 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 3054 members 
Mstep: Class 9 contains 24858 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 3802 members 
Mstep: Class 12 contains 33699 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 11042 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53227 members 
Mstep: Class 18 contains 11442 members 
Mstep: Class 19 contains 13771 members 
Mstep: Class 20 contains 75181 members 
Mstep: Class 21 contains 29944 members 
Mstep: Class 22 contains 22450 members 
Mstep: Class 23 contains 9062 members 
Mstep: Class 24 contains 4452 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 12593 members 
Mstep: Class 27 contains 55857 members 
Mstep: Class 28 contains 12843 members 
Mstep: Class 29 contains 4839 members 
Mstep: Class 30 contains 7935 members 
Mstep: Class 31 contains 31292 members 
Mstep: Class 32 contains 10120 members 
Mstep: Class 33 contains 1664 members 
Mstep: Class 34 contains 59529 members 
Mstep: Class 35 contains 12613 members 
Entering Unmasked Estep 
Score: -115011288.000000 Penalty: 116837.523438
Splitting cluster 11 changes total score from -115011544.000000 to -115011288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -5724822.500000 Penalty: 2585.455322
	Iteration 0F: 2 clusters Score -5724822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -5701950.500000 Penalty: 5170.910645
	Iteration 0F: 3 clusters Score -5701950 nChanged 15245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -5710339.000000 Penalty: 5170.910645
	Iteration 1F: 3 clusters Score -5710339 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -5710979.000000 Penalty: 5170.910645
	Iteration 2Q: 3 clusters Score -5710979 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -5711761.500000 Penalty: 5170.910645
	Iteration 3Q: 3 clusters Score -5711762 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -5712632.000000 Penalty: 5170.910645
	Iteration 4F: 3 clusters Score -5712632 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -5713600.500000 Penalty: 5170.910645
	Iteration 5F: 3 clusters Score -5713600 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -5714651.000000 Penalty: 5170.910645
	Iteration 6F: 3 clusters Score -5714651 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -5715749.000000 Penalty: 5170.910645
	Iteration 7F: 3 clusters Score -5715749 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -5716914.500000 Penalty: 5170.910645
	Iteration 8F: 3 clusters Score -5716914 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -5717955.000000 Penalty: 5170.910645
	Iteration 9F: 3 clusters Score -5717955 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -5718933.000000 Penalty: 5170.910645
	Iteration 10F: 3 clusters Score -5718933 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -5719622.500000 Penalty: 5170.910645
	Iteration 11Q: 3 clusters Score -5719622 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -5720095.000000 Penalty: 5170.910645
	Iteration 12Q: 3 clusters Score -5720095 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -5720509.000000 Penalty: 5170.910645
	Iteration 13Q: 3 clusters Score -5720509 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -5720740.500000 Penalty: 5170.910645
	Iteration 14Q: 3 clusters Score -5720740 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -5721005.500000 Penalty: 5170.910645
	Iteration 15Q: 3 clusters Score -5721006 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -5721234.000000 Penalty: 5170.910645
	Iteration 16Q: 3 clusters Score -5721234 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -5721396.000000 Penalty: 5170.910645
	Iteration 17Q: 3 clusters Score -5721396 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -5721549.500000 Penalty: 5170.910645
	Iteration 18Q: 3 clusters Score -5721550 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -5721675.500000 Penalty: 5170.910645
	Iteration 19Q: 3 clusters Score -5721676 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -5721790.500000 Penalty: 5170.910645
	Iteration 20F: 3 clusters Score -5721790 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -5721900.500000 Penalty: 5170.910645
	Iteration 21Q: 3 clusters Score -5721900 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -5721988.500000 Penalty: 5170.910645
	Iteration 22Q: 3 clusters Score -5721988 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -5722042.000000 Penalty: 5170.910645
	Iteration 23Q: 3 clusters Score -5722042 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -5722108.000000 Penalty: 5170.910645
	Iteration 24Q: 3 clusters Score -5722108 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -5722183.500000 Penalty: 5170.910645
	Iteration 25Q: 3 clusters Score -5722184 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -5722197.000000 Penalty: 5170.910645
	Iteration 26Q: 3 clusters Score -5722197 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -5722240.000000 Penalty: 5170.910645
	Iteration 27Q: 3 clusters Score -5722240 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -5722285.000000 Penalty: 5170.910645
	Iteration 28Q: 3 clusters Score -5722285 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -5722334.500000 Penalty: 5170.910645
	Iteration 29Q: 3 clusters Score -5722334 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -5722415.500000 Penalty: 5170.910645
	Iteration 30Q: 3 clusters Score -5722416 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -5722458.000000 Penalty: 5170.910645
	Iteration 31Q: 3 clusters Score -5722458 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -5722492.000000 Penalty: 5170.910645
	Iteration 32Q: 3 clusters Score -5722492 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -5722555.000000 Penalty: 5170.910645
	Iteration 33Q: 3 clusters Score -5722555 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -5722637.500000 Penalty: 5170.910645
	Iteration 34Q: 3 clusters Score -5722638 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -5722729.500000 Penalty: 5170.910645
	Iteration 35Q: 3 clusters Score -5722730 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -5722824.000000 Penalty: 5170.910645
	Iteration 36Q: 3 clusters Score -5722824 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -5722985.000000 Penalty: 5170.910645
	Iteration 37Q: 3 clusters Score -5722985 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -5723101.000000 Penalty: 5170.910645
	Iteration 38Q: 3 clusters Score -5723101 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -5723261.000000 Penalty: 5170.910645
	Iteration 39Q: 3 clusters Score -5723261 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -5723433.500000 Penalty: 5170.910645
	Iteration 40F: 3 clusters Score -5723434 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -5723571.500000 Penalty: 5170.910645
	Iteration 41Q: 3 clusters Score -5723572 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -5723724.500000 Penalty: 5170.910645
	Iteration 42Q: 3 clusters Score -5723724 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -5723885.000000 Penalty: 5170.910645
	Iteration 43Q: 3 clusters Score -5723885 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -5724020.500000 Penalty: 5170.910645
	Iteration 44Q: 3 clusters Score -5724020 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -5724134.500000 Penalty: 5170.910645
	Iteration 45Q: 3 clusters Score -5724134 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -5724253.000000 Penalty: 5170.910645
	Iteration 46Q: 3 clusters Score -5724253 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -5724361.000000 Penalty: 5170.910645
	Iteration 47Q: 3 clusters Score -5724361 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -5724390.000000 Penalty: 5170.910645
	Iteration 48Q: 3 clusters Score -5724390 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -5724405.000000 Penalty: 5170.910645
	Iteration 49Q: 3 clusters Score -5724405 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -5724445.000000 Penalty: 5170.910645
	Iteration 50Q: 3 clusters Score -5724445 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -5724473.500000 Penalty: 5170.910645
	Iteration 51Q: 3 clusters Score -5724474 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -5724508.500000 Penalty: 5170.910645
	Iteration 52Q: 3 clusters Score -5724508 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -5724517.500000 Penalty: 5170.910645
	Iteration 53Q: 3 clusters Score -5724518 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -5724556.500000 Penalty: 5170.910645
	Iteration 54Q: 3 clusters Score -5724556 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -5724561.000000 Penalty: 5170.910645
	Iteration 55Q: 3 clusters Score -5724561 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -5724591.000000 Penalty: 5170.910645
	Iteration 56Q: 3 clusters Score -5724591 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -5724582.000000 Penalty: 5170.910645
	Iteration 57Q: 3 clusters Score -5724582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -5724596.500000 Penalty: 5170.910645
	Iteration 58Q: 3 clusters Score -5724596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -5724593.000000 Penalty: 5170.910645
	Iteration 59Q: 3 clusters Score -5724593 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -5724609.000000 Penalty: 5170.910645
	Iteration 60F: 3 clusters Score -5724609 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -5724606.500000 Penalty: 5170.910645
	Iteration 61Q: 3 clusters Score -5724606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -5724617.000000 Penalty: 5170.910645
	Iteration 62Q: 3 clusters Score -5724617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -5724612.000000 Penalty: 5170.910645
	Iteration 63Q: 3 clusters Score -5724612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -5724610.000000 Penalty: 5170.910645
	Iteration 64Q: 3 clusters Score -5724610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -5724618.500000 Penalty: 5170.910645
	Iteration 65Q: 3 clusters Score -5724618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -5724612.500000 Penalty: 5170.910645
	Iteration 66Q: 3 clusters Score -5724612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -5724611.000000 Penalty: 5170.910645
	Iteration 67Q: 3 clusters Score -5724611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -5724625.500000 Penalty: 5170.910645
	Iteration 68Q: 3 clusters Score -5724626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -5724621.000000 Penalty: 5170.910645
	Iteration 69Q: 3 clusters Score -5724621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -5724635.500000 Penalty: 5170.910645
	Iteration 70Q: 3 clusters Score -5724636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -5724643.000000 Penalty: 5170.910645
	Iteration 71Q: 3 clusters Score -5724643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -5724640.000000 Penalty: 5170.910645
	Iteration 72Q: 3 clusters Score -5724640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -5724644.500000 Penalty: 5170.910645
	Iteration 73Q: 3 clusters Score -5724644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -5724649.000000 Penalty: 5170.910645
	Iteration 74Q: 3 clusters Score -5724649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -5724650.000000 Penalty: 5170.910645
	Iteration 75Q: 3 clusters Score -5724650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -5724658.000000 Penalty: 5170.910645
	Iteration 76Q: 3 clusters Score -5724658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -5724656.500000 Penalty: 5170.910645
	Iteration 77Q: 3 clusters Score -5724656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -5724651.500000 Penalty: 5170.910645
	Iteration 78Q: 3 clusters Score -5724652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -5724656.000000 Penalty: 5170.910645
	Iteration 79Q: 3 clusters Score -5724656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -5724650.500000 Penalty: 5170.910645
	Iteration 80F: 3 clusters Score -5724650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Entering Unmasked Estep 
Score: -610802.312500 Penalty: 2032.647949
	Iteration 0F: 2 clusters Score -610802.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -607214.750000 Penalty: 4065.295898
	Iteration 0F: 3 clusters Score -607214.8 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -608110.187500 Penalty: 4065.295898
	Iteration 1F: 3 clusters Score -608110.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -608469.750000 Penalty: 4065.295898
	Iteration 2F: 3 clusters Score -608469.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -608758.687500 Penalty: 4065.295898
	Iteration 3F: 3 clusters Score -608758.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -609059.812500 Penalty: 4065.295898
	Iteration 4F: 3 clusters Score -609059.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -609293.062500 Penalty: 4065.295898
	Iteration 5F: 3 clusters Score -609293.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -609475.000000 Penalty: 4065.295898
	Iteration 6Q: 3 clusters Score -609475 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -609584.687500 Penalty: 4065.295898
	Iteration 7Q: 3 clusters Score -609584.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -609664.125000 Penalty: 4065.295898
	Iteration 8Q: 3 clusters Score -609664.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -609718.250000 Penalty: 4065.295898
	Iteration 9Q: 3 clusters Score -609718.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -609751.500000 Penalty: 4065.295898
	Iteration 10Q: 3 clusters Score -609751.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -609776.000000 Penalty: 4065.295898
	Iteration 11Q: 3 clusters Score -609776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -609800.750000 Penalty: 4065.295898
	Iteration 12Q: 3 clusters Score -609800.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -609814.750000 Penalty: 4065.295898
	Iteration 13Q: 3 clusters Score -609814.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -609821.812500 Penalty: 4065.295898
	Iteration 14Q: 3 clusters Score -609821.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -609829.750000 Penalty: 4065.295898
	Iteration 15Q: 3 clusters Score -609829.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -609834.562500 Penalty: 4065.295898
	Iteration 16Q: 3 clusters Score -609834.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -609837.625000 Penalty: 4065.295898
	Iteration 17Q: 3 clusters Score -609837.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -609840.312500 Penalty: 4065.295898
	Iteration 18Q: 3 clusters Score -609840.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -609842.937500 Penalty: 4065.295898
	Iteration 19Q: 3 clusters Score -609842.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -609845.187500 Penalty: 4065.295898
	Iteration 20F: 3 clusters Score -609845.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -609847.750000 Penalty: 4065.295898
	Iteration 21Q: 3 clusters Score -609847.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -609850.500000 Penalty: 4065.295898
	Iteration 22Q: 3 clusters Score -609850.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -609852.375000 Penalty: 4065.295898
	Iteration 23Q: 3 clusters Score -609852.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -609853.375000 Penalty: 4065.295898
	Iteration 24Q: 3 clusters Score -609853.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -609854.437500 Penalty: 4065.295898
	Iteration 25Q: 3 clusters Score -609854.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -609855.250000 Penalty: 4065.295898
	Iteration 26Q: 3 clusters Score -609855.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -609856.000000 Penalty: 4065.295898
	Iteration 27Q: 3 clusters Score -609856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -609856.062500 Penalty: 4065.295898
	Iteration 28Q: 3 clusters Score -609856.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -609856.062500 Penalty: 4065.295898
	Iteration 29F: 3 clusters Score -609856.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Entering Unmasked Estep 
Score: -1845374.750000 Penalty: 2308.746582
	Iteration 0F: 2 clusters Score -1845375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1837007.625000 Penalty: 4617.493164
	Iteration 0F: 3 clusters Score -1837008 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1839627.125000 Penalty: 4617.493164
	Iteration 1F: 3 clusters Score -1839627 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1840123.250000 Penalty: 4617.493164
	Iteration 2F: 3 clusters Score -1840123 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1840563.375000 Penalty: 4617.493164
	Iteration 3F: 3 clusters Score -1840563 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1840945.000000 Penalty: 4617.493164
	Iteration 4F: 3 clusters Score -1840945 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1841335.250000 Penalty: 4617.493164
	Iteration 5F: 3 clusters Score -1841335 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1841746.625000 Penalty: 4617.493164
	Iteration 6Q: 3 clusters Score -1841747 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1842161.375000 Penalty: 4617.493164
	Iteration 7Q: 3 clusters Score -1842161 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1842631.375000 Penalty: 4617.493164
	Iteration 8Q: 3 clusters Score -1842631 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1843059.750000 Penalty: 4617.493164
	Iteration 9Q: 3 clusters Score -1843060 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1843442.250000 Penalty: 4617.493164
	Iteration 10Q: 3 clusters Score -1843442 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1843702.125000 Penalty: 4617.493164
	Iteration 11Q: 3 clusters Score -1843702 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1843886.875000 Penalty: 4617.493164
	Iteration 12Q: 3 clusters Score -1843887 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1844055.125000 Penalty: 4617.493164
	Iteration 13Q: 3 clusters Score -1844055 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1844210.500000 Penalty: 4617.493164
	Iteration 14Q: 3 clusters Score -1844210 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1844328.125000 Penalty: 4617.493164
	Iteration 15Q: 3 clusters Score -1844328 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1844418.250000 Penalty: 4617.493164
	Iteration 16Q: 3 clusters Score -1844418 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1844470.000000 Penalty: 4617.493164
	Iteration 17Q: 3 clusters Score -1844470 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1844499.875000 Penalty: 4617.493164
	Iteration 18Q: 3 clusters Score -1844500 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1844524.750000 Penalty: 4617.493164
	Iteration 19Q: 3 clusters Score -1844525 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1844536.500000 Penalty: 4617.493164
	Iteration 20F: 3 clusters Score -1844536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1844544.750000 Penalty: 4617.493164
	Iteration 21Q: 3 clusters Score -1844545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1844549.500000 Penalty: 4617.493164
	Iteration 22Q: 3 clusters Score -1844550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1844558.125000 Penalty: 4617.493164
	Iteration 23Q: 3 clusters Score -1844558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1844565.500000 Penalty: 4617.493164
	Iteration 24Q: 3 clusters Score -1844566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1844574.625000 Penalty: 4617.493164
	Iteration 25Q: 3 clusters Score -1844575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1844575.875000 Penalty: 4617.493164
	Iteration 26Q: 3 clusters Score -1844576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1844574.250000 Penalty: 4617.493164
	Iteration 27Q: 3 clusters Score -1844574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1844575.625000 Penalty: 4617.493164
	Iteration 28Q: 3 clusters Score -1844576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1844572.125000 Penalty: 4617.493164
	Iteration 29Q: 3 clusters Score -1844572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1844574.625000 Penalty: 4617.493164
	Iteration 30Q: 3 clusters Score -1844575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1844576.500000 Penalty: 4617.493164
	Iteration 31Q: 3 clusters Score -1844576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1844580.625000 Penalty: 4617.493164
	Iteration 32Q: 3 clusters Score -1844581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1844579.875000 Penalty: 4617.493164
	Iteration 33Q: 3 clusters Score -1844580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1844584.375000 Penalty: 4617.493164
	Iteration 34Q: 3 clusters Score -1844584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1844583.625000 Penalty: 4617.493164
	Iteration 35Q: 3 clusters Score -1844584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1844583.250000 Penalty: 4617.493164
	Iteration 36Q: 3 clusters Score -1844583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1844586.375000 Penalty: 4617.493164
	Iteration 37Q: 3 clusters Score -1844586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1844588.875000 Penalty: 4617.493164
	Iteration 38Q: 3 clusters Score -1844589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1844584.875000 Penalty: 4617.493164
	Iteration 39Q: 3 clusters Score -1844585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1844589.250000 Penalty: 4617.493164
	Iteration 40F: 3 clusters Score -1844589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1844587.875000 Penalty: 4617.493164
	Iteration 41Q: 3 clusters Score -1844588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1844589.875000 Penalty: 4617.493164
	Iteration 42Q: 3 clusters Score -1844590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1844591.000000 Penalty: 4617.493164
	Iteration 43Q: 3 clusters Score -1844591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1844592.875000 Penalty: 4617.493164
	Iteration 44Q: 3 clusters Score -1844593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1844591.125000 Penalty: 4617.493164
	Iteration 45Q: 3 clusters Score -1844591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1844592.000000 Penalty: 4617.493164
	Iteration 46Q: 3 clusters Score -1844592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1844592.000000 Penalty: 4617.493164
	Iteration 47F: 3 clusters Score -1844592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Entering Unmasked Estep 
Score: -510092.406250 Penalty: 1992.347168
	Iteration 0F: 2 clusters Score -510092.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -506881.218750 Penalty: 3984.694336
	Iteration 0F: 3 clusters Score -506881.2 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -507603.531250 Penalty: 3984.694336
	Iteration 1F: 3 clusters Score -507603.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -507822.062500 Penalty: 3984.694336
	Iteration 2F: 3 clusters Score -507822.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -508034.062500 Penalty: 3984.694336
	Iteration 3F: 3 clusters Score -508034.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -508216.281250 Penalty: 3984.694336
	Iteration 4Q: 3 clusters Score -508216.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -508344.531250 Penalty: 3984.694336
	Iteration 5Q: 3 clusters Score -508344.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -508461.437500 Penalty: 3984.694336
	Iteration 6Q: 3 clusters Score -508461.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -508542.875000 Penalty: 3984.694336
	Iteration 7Q: 3 clusters Score -508542.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -508618.062500 Penalty: 3984.694336
	Iteration 8Q: 3 clusters Score -508618.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -508685.156250 Penalty: 3984.694336
	Iteration 9Q: 3 clusters Score -508685.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -508753.156250 Penalty: 3984.694336
	Iteration 10Q: 3 clusters Score -508753.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -508828.125000 Penalty: 3984.694336
	Iteration 11Q: 3 clusters Score -508828.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -508884.343750 Penalty: 3984.694336
	Iteration 12Q: 3 clusters Score -508884.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -508957.531250 Penalty: 3984.694336
	Iteration 13Q: 3 clusters Score -508957.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -509051.781250 Penalty: 3984.694336
	Iteration 14Q: 3 clusters Score -509051.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -509128.031250 Penalty: 3984.694336
	Iteration 15Q: 3 clusters Score -509128 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -509202.218750 Penalty: 3984.694336
	Iteration 16Q: 3 clusters Score -509202.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -509308.656250 Penalty: 3984.694336
	Iteration 17Q: 3 clusters Score -509308.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -509513.437500 Penalty: 3984.694336
	Iteration 18Q: 3 clusters Score -509513.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -509844.375000 Penalty: 3984.694336
	Iteration 19Q: 3 clusters Score -509844.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -510131.843750 Penalty: 3984.694336
	Iteration 20F: 3 clusters Score -510131.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -510252.156250 Penalty: 3984.694336
	Iteration 21Q: 3 clusters Score -510252.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -510270.937500 Penalty: 3984.694336
	Iteration 22Q: 3 clusters Score -510270.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -510279.031250 Penalty: 3984.694336
	Iteration 23Q: 3 clusters Score -510279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -510281.468750 Penalty: 3984.694336
	Iteration 24Q: 3 clusters Score -510281.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -510284.187500 Penalty: 3984.694336
	Iteration 25Q: 3 clusters Score -510284.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -510284.687500 Penalty: 3984.694336
	Iteration 26Q: 3 clusters Score -510284.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -510284.687500 Penalty: 3984.694336
	Iteration 27F: 3 clusters Score -510284.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 41885 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 57379 members 
Mstep: Class 5 contains 38723 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 3054 members 
Mstep: Class 9 contains 24858 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 16415 members 
Mstep: Class 12 contains 33699 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 11042 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53227 members 
Mstep: Class 18 contains 11442 members 
Mstep: Class 19 contains 13771 members 
Mstep: Class 20 contains 75181 members 
Mstep: Class 21 contains 29944 members 
Mstep: Class 22 contains 22450 members 
Mstep: Class 23 contains 9062 members 
Mstep: Class 24 contains 4452 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 12593 members 
Mstep: Class 27 contains 55857 members 
Mstep: Class 28 contains 12843 members 
Mstep: Class 29 contains 4839 members 
Mstep: Class 30 contains 7935 members 
Mstep: Class 31 contains 31292 members 
Mstep: Class 32 contains 10120 members 
Mstep: Class 33 contains 1664 members 
Mstep: Class 34 contains 59529 members 
Mstep: Class 35 contains 1948 members 
Entering Unmasked Estep 
Score: -115010008.000000 Penalty: 116837.523438
Splitting cluster 15 changes total score from -115011544.000000 to -115010008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -178595.156250 Penalty: 1744.309570
	Iteration 0F: 2 clusters Score -178595.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -176655.546875 Penalty: 3488.619141
	Iteration 0F: 3 clusters Score -176655.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -177230.937500 Penalty: 3488.619141
	Iteration 1F: 3 clusters Score -177230.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -177504.109375 Penalty: 3488.619141
	Iteration 2F: 3 clusters Score -177504.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -177685.859375 Penalty: 3488.619141
	Iteration 3F: 3 clusters Score -177685.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -177830.265625 Penalty: 3488.619141
	Iteration 4Q: 3 clusters Score -177830.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -177920.140625 Penalty: 3488.619141
	Iteration 5Q: 3 clusters Score -177920.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -178021.609375 Penalty: 3488.619141
	Iteration 6Q: 3 clusters Score -178021.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -178126.531250 Penalty: 3488.619141
	Iteration 7Q: 3 clusters Score -178126.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -178193.796875 Penalty: 3488.619141
	Iteration 8Q: 3 clusters Score -178193.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -178232.390625 Penalty: 3488.619141
	Iteration 9Q: 3 clusters Score -178232.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -178283.828125 Penalty: 3488.619141
	Iteration 10Q: 3 clusters Score -178283.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -178335.890625 Penalty: 3488.619141
	Iteration 11Q: 3 clusters Score -178335.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -178368.765625 Penalty: 3488.619141
	Iteration 12Q: 3 clusters Score -178368.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -178391.015625 Penalty: 3488.619141
	Iteration 13Q: 3 clusters Score -178391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -178413.328125 Penalty: 3488.619141
	Iteration 14Q: 3 clusters Score -178413.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -178436.500000 Penalty: 3488.619141
	Iteration 15Q: 3 clusters Score -178436.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -178451.656250 Penalty: 3488.619141
	Iteration 16Q: 3 clusters Score -178451.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -178462.125000 Penalty: 3488.619141
	Iteration 17Q: 3 clusters Score -178462.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -178466.921875 Penalty: 3488.619141
	Iteration 18Q: 3 clusters Score -178466.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -178469.828125 Penalty: 3488.619141
	Iteration 19Q: 3 clusters Score -178469.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -178473.234375 Penalty: 3488.619141
	Iteration 20F: 3 clusters Score -178473.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -178478.218750 Penalty: 3488.619141
	Iteration 21Q: 3 clusters Score -178478.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -178478.218750 Penalty: 3488.619141
	Iteration 22F: 3 clusters Score -178478.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (53227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Entering Unmasked Estep 
Score: -8816621.000000 Penalty: 2698.815674
	Iteration 0F: 2 clusters Score -8816621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -8780947.000000 Penalty: 5397.631348
	Iteration 0F: 3 clusters Score -8780947 nChanged 24663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -8795145.000000 Penalty: 5397.631348
	Iteration 1F: 3 clusters Score -8795145 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -8796484.000000 Penalty: 5397.631348
	Iteration 2F: 3 clusters Score -8796484 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -8798430.000000 Penalty: 5397.631348
	Iteration 3F: 3 clusters Score -8798430 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -8800820.000000 Penalty: 5397.631348
	Iteration 4F: 3 clusters Score -8800820 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -8803370.000000 Penalty: 5397.631348
	Iteration 5F: 3 clusters Score -8803370 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -8805623.000000 Penalty: 5397.631348
	Iteration 6F: 3 clusters Score -8805623 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -8807577.000000 Penalty: 5397.631348
	Iteration 7F: 3 clusters Score -8807577 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -8809040.000000 Penalty: 5397.631348
	Iteration 8F: 3 clusters Score -8809040 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -8810244.000000 Penalty: 5397.631348
	Iteration 9Q: 3 clusters Score -8810244 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -8811171.000000 Penalty: 5397.631348
	Iteration 10Q: 3 clusters Score -8811171 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -8812026.000000 Penalty: 5397.631348
	Iteration 11Q: 3 clusters Score -8812026 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -8812758.000000 Penalty: 5397.631348
	Iteration 12Q: 3 clusters Score -8812758 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -8813476.000000 Penalty: 5397.631348
	Iteration 13Q: 3 clusters Score -8813476 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -8814112.000000 Penalty: 5397.631348
	Iteration 14Q: 3 clusters Score -8814112 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
Score: -8814581.000000 Penalty: 5397.631348
	Iteration 15Q: 3 clusters Score -8814581 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -8815063.000000 Penalty: 5397.631348
	Iteration 16Q: 3 clusters Score -8815063 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -8815472.000000 Penalty: 5397.631348
	Iteration 17Q: 3 clusters Score -8815472 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -8815756.000000 Penalty: 5397.631348
	Iteration 18Q: 3 clusters Score -8815756 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -8815994.000000 Penalty: 5397.631348
	Iteration 19Q: 3 clusters Score -8815994 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -8816155.000000 Penalty: 5397.631348
	Iteration 20F: 3 clusters Score -8816155 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -8816289.000000 Penalty: 5397.631348
	Iteration 21Q: 3 clusters Score -8816289 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -8816335.000000 Penalty: 5397.631348
	Iteration 22Q: 3 clusters Score -8816335 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -8816390.000000 Penalty: 5397.631348
	Iteration 23Q: 3 clusters Score -8816390 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -8816419.000000 Penalty: 5397.631348
	Iteration 24Q: 3 clusters Score -8816419 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -8816446.000000 Penalty: 5397.631348
	Iteration 25Q: 3 clusters Score -8816446 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
Score: -8816474.000000 Penalty: 5397.631348
	Iteration 26Q: 3 clusters Score -8816474 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -8816494.000000 Penalty: 5397.631348
	Iteration 27Q: 3 clusters Score -8816494 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -8816517.000000 Penalty: 5397.631348
	Iteration 28Q: 3 clusters Score -8816517 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -8816522.000000 Penalty: 5397.631348
	Iteration 29Q: 3 clusters Score -8816522 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -8816503.000000 Penalty: 5397.631348
	Iteration 30Q: 3 clusters Score -8816503 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -8816516.000000 Penalty: 5397.631348
	Iteration 31Q: 3 clusters Score -8816516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -8816530.000000 Penalty: 5397.631348
	Iteration 32Q: 3 clusters Score -8816530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -8816532.000000 Penalty: 5397.631348
	Iteration 33Q: 3 clusters Score -8816532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -8816542.000000 Penalty: 5397.631348
	Iteration 34Q: 3 clusters Score -8816542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -8816533.000000 Penalty: 5397.631348
	Iteration 35Q: 3 clusters Score -8816533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -8816538.000000 Penalty: 5397.631348
	Iteration 36Q: 3 clusters Score -8816538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -8816551.000000 Penalty: 5397.631348
	Iteration 37Q: 3 clusters Score -8816551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 50252 members 
Entering Unmasked Estep 
Score: -8816556.000000 Penalty: 5397.631348
	Iteration 38Q: 3 clusters Score -8816556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -8816552.000000 Penalty: 5397.631348
	Iteration 39Q: 3 clusters Score -8816552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -8816554.000000 Penalty: 5397.631348
	Iteration 40F: 3 clusters Score -8816554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -8816546.000000 Penalty: 5397.631348
	Iteration 41Q: 3 clusters Score -8816546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -8816562.000000 Penalty: 5397.631348
	Iteration 42Q: 3 clusters Score -8816562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -8816569.000000 Penalty: 5397.631348
	Iteration 43Q: 3 clusters Score -8816569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -8816565.000000 Penalty: 5397.631348
	Iteration 44Q: 3 clusters Score -8816565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -8816566.000000 Penalty: 5397.631348
	Iteration 45Q: 3 clusters Score -8816566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -8816566.000000 Penalty: 5397.631348
	Iteration 46F: 3 clusters Score -8816566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Entering Unmasked Estep 
Score: -1768325.375000 Penalty: 2317.571533
	Iteration 0F: 2 clusters Score -1768325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1759847.250000 Penalty: 4635.143066
	Iteration 0F: 3 clusters Score -1759847 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1763287.750000 Penalty: 4635.143066
	Iteration 1F: 3 clusters Score -1763288 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1764681.125000 Penalty: 4635.143066
	Iteration 2F: 3 clusters Score -1764681 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1766426.250000 Penalty: 4635.143066
	Iteration 3F: 3 clusters Score -1766426 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1767944.000000 Penalty: 4635.143066
	Iteration 4F: 3 clusters Score -1767944 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1769008.000000 Penalty: 4635.143066
	Iteration 5F: 3 clusters Score -1769008 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1769789.750000 Penalty: 4635.143066
	Iteration 6F: 3 clusters Score -1769790 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1770423.375000 Penalty: 4635.143066
	Iteration 7F: 3 clusters Score -1770423 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1770911.875000 Penalty: 4635.143066
	Iteration 8Q: 3 clusters Score -1770912 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1771244.750000 Penalty: 4635.143066
	Iteration 9Q: 3 clusters Score -1771245 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1771425.125000 Penalty: 4635.143066
	Iteration 10Q: 3 clusters Score -1771425 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1771530.375000 Penalty: 4635.143066
	Iteration 11Q: 3 clusters Score -1771530 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1771595.000000 Penalty: 4635.143066
	Iteration 12Q: 3 clusters Score -1771595 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1771649.125000 Penalty: 4635.143066
	Iteration 13Q: 3 clusters Score -1771649 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1771700.875000 Penalty: 4635.143066
	Iteration 14Q: 3 clusters Score -1771701 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1771734.750000 Penalty: 4635.143066
	Iteration 15Q: 3 clusters Score -1771735 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1771762.250000 Penalty: 4635.143066
	Iteration 16Q: 3 clusters Score -1771762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1771780.875000 Penalty: 4635.143066
	Iteration 17Q: 3 clusters Score -1771781 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1771801.500000 Penalty: 4635.143066
	Iteration 18Q: 3 clusters Score -1771802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1771814.250000 Penalty: 4635.143066
	Iteration 19Q: 3 clusters Score -1771814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1771883.625000 Penalty: 4635.143066
	Iteration 20F: 3 clusters Score -1771884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1771938.250000 Penalty: 4635.143066
	Iteration 21Q: 3 clusters Score -1771938 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1771964.375000 Penalty: 4635.143066
	Iteration 22Q: 3 clusters Score -1771964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1771980.125000 Penalty: 4635.143066
	Iteration 23Q: 3 clusters Score -1771980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1771995.875000 Penalty: 4635.143066
	Iteration 24Q: 3 clusters Score -1771996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1772001.250000 Penalty: 4635.143066
	Iteration 25Q: 3 clusters Score -1772001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1772004.875000 Penalty: 4635.143066
	Iteration 26Q: 3 clusters Score -1772005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1772011.875000 Penalty: 4635.143066
	Iteration 27Q: 3 clusters Score -1772012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1772011.250000 Penalty: 4635.143066
	Iteration 28Q: 3 clusters Score -1772011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1772012.875000 Penalty: 4635.143066
	Iteration 29Q: 3 clusters Score -1772013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1772020.625000 Penalty: 4635.143066
	Iteration 30Q: 3 clusters Score -1772021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1772022.875000 Penalty: 4635.143066
	Iteration 31Q: 3 clusters Score -1772023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1772023.875000 Penalty: 4635.143066
	Iteration 32Q: 3 clusters Score -1772024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1772023.875000 Penalty: 4635.143066
	Iteration 33Q: 3 clusters Score -1772024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1772028.750000 Penalty: 4635.143066
	Iteration 34Q: 3 clusters Score -1772029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1772028.875000 Penalty: 4635.143066
	Iteration 35Q: 3 clusters Score -1772029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1772032.625000 Penalty: 4635.143066
	Iteration 36Q: 3 clusters Score -1772033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1772031.625000 Penalty: 4635.143066
	Iteration 37Q: 3 clusters Score -1772032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1772034.500000 Penalty: 4635.143066
	Iteration 38Q: 3 clusters Score -1772034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1772040.250000 Penalty: 4635.143066
	Iteration 39Q: 3 clusters Score -1772040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1772039.500000 Penalty: 4635.143066
	Iteration 40F: 3 clusters Score -1772040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1772039.625000 Penalty: 4635.143066
	Iteration 41Q: 3 clusters Score -1772040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1772040.375000 Penalty: 4635.143066
	Iteration 42Q: 3 clusters Score -1772040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1772039.625000 Penalty: 4635.143066
	Iteration 43Q: 3 clusters Score -1772040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1772040.125000 Penalty: 4635.143066
	Iteration 44Q: 3 clusters Score -1772040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1772041.375000 Penalty: 4635.143066
	Iteration 45Q: 3 clusters Score -1772041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1772041.375000 Penalty: 4635.143066
	Iteration 46Q: 3 clusters Score -1772041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1772042.000000 Penalty: 4635.143066
	Iteration 47Q: 3 clusters Score -1772042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1772037.000000 Penalty: 4635.143066
	Iteration 48Q: 3 clusters Score -1772037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1772041.750000 Penalty: 4635.143066
	Iteration 49Q: 3 clusters Score -1772042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1772040.750000 Penalty: 4635.143066
	Iteration 50Q: 3 clusters Score -1772041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1772041.375000 Penalty: 4635.143066
	Iteration 51Q: 3 clusters Score -1772041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1772041.625000 Penalty: 4635.143066
	Iteration 52Q: 3 clusters Score -1772042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1772043.500000 Penalty: 4635.143066
	Iteration 53Q: 3 clusters Score -1772044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1772042.000000 Penalty: 4635.143066
	Iteration 54Q: 3 clusters Score -1772042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1772042.000000 Penalty: 4635.143066
	Iteration 55F: 3 clusters Score -1772042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 41885 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 57379 members 
Mstep: Class 5 contains 38723 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 3054 members 
Mstep: Class 9 contains 24858 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 16415 members 
Mstep: Class 12 contains 33699 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 11042 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53227 members 
Mstep: Class 18 contains 4229 members 
Mstep: Class 19 contains 13771 members 
Mstep: Class 20 contains 75181 members 
Mstep: Class 21 contains 29944 members 
Mstep: Class 22 contains 22450 members 
Mstep: Class 23 contains 9062 members 
Mstep: Class 24 contains 4452 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 12593 members 
Mstep: Class 27 contains 55857 members 
Mstep: Class 28 contains 12843 members 
Mstep: Class 29 contains 4839 members 
Mstep: Class 30 contains 7935 members 
Mstep: Class 31 contains 31292 members 
Mstep: Class 32 contains 10120 members 
Mstep: Class 33 contains 1664 members 
Mstep: Class 34 contains 59529 members 
Mstep: Class 35 contains 7213 members 
Entering Unmasked Estep 
Score: -115014304.000000 Penalty: 116837.523438
Splitting cluster 18 changes total score from -115011544.000000 to -115014304.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (13771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Entering Unmasked Estep 
Score: -2326101.250000 Penalty: 2363.519287
	Iteration 0F: 2 clusters Score -2326101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2316034.000000 Penalty: 4727.038574
	Iteration 0F: 3 clusters Score -2316034 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2319295.250000 Penalty: 4727.038574
	Iteration 1F: 3 clusters Score -2319295 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2319715.000000 Penalty: 4727.038574
	Iteration 2F: 3 clusters Score -2319715 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2320113.750000 Penalty: 4727.038574
	Iteration 3F: 3 clusters Score -2320114 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2320609.500000 Penalty: 4727.038574
	Iteration 4F: 3 clusters Score -2320610 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2321225.750000 Penalty: 4727.038574
	Iteration 5F: 3 clusters Score -2321226 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2321973.500000 Penalty: 4727.038574
	Iteration 6F: 3 clusters Score -2321974 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2322773.500000 Penalty: 4727.038574
	Iteration 7F: 3 clusters Score -2322774 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2323398.750000 Penalty: 4727.038574
	Iteration 8Q: 3 clusters Score -2323399 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2323792.250000 Penalty: 4727.038574
	Iteration 9Q: 3 clusters Score -2323792 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2324042.500000 Penalty: 4727.038574
	Iteration 10Q: 3 clusters Score -2324042 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2324175.250000 Penalty: 4727.038574
	Iteration 11Q: 3 clusters Score -2324175 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2324250.750000 Penalty: 4727.038574
	Iteration 12Q: 3 clusters Score -2324251 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2324291.000000 Penalty: 4727.038574
	Iteration 13Q: 3 clusters Score -2324291 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2324315.250000 Penalty: 4727.038574
	Iteration 14Q: 3 clusters Score -2324315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2324337.000000 Penalty: 4727.038574
	Iteration 15Q: 3 clusters Score -2324337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2324349.750000 Penalty: 4727.038574
	Iteration 16Q: 3 clusters Score -2324350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2324361.250000 Penalty: 4727.038574
	Iteration 17Q: 3 clusters Score -2324361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2324370.750000 Penalty: 4727.038574
	Iteration 18Q: 3 clusters Score -2324371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2324380.750000 Penalty: 4727.038574
	Iteration 19Q: 3 clusters Score -2324381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2324385.250000 Penalty: 4727.038574
	Iteration 20F: 3 clusters Score -2324385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2324394.250000 Penalty: 4727.038574
	Iteration 21Q: 3 clusters Score -2324394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2324408.250000 Penalty: 4727.038574
	Iteration 22Q: 3 clusters Score -2324408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2324409.250000 Penalty: 4727.038574
	Iteration 23Q: 3 clusters Score -2324409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2324413.500000 Penalty: 4727.038574
	Iteration 24Q: 3 clusters Score -2324414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2324419.000000 Penalty: 4727.038574
	Iteration 25Q: 3 clusters Score -2324419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2324422.000000 Penalty: 4727.038574
	Iteration 26Q: 3 clusters Score -2324422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2324422.250000 Penalty: 4727.038574
	Iteration 27Q: 3 clusters Score -2324422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2324426.000000 Penalty: 4727.038574
	Iteration 28Q: 3 clusters Score -2324426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2324422.500000 Penalty: 4727.038574
	Iteration 29Q: 3 clusters Score -2324422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2324425.500000 Penalty: 4727.038574
	Iteration 30Q: 3 clusters Score -2324426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2324424.500000 Penalty: 4727.038574
	Iteration 31Q: 3 clusters Score -2324424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2324422.000000 Penalty: 4727.038574
	Iteration 32Q: 3 clusters Score -2324422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2324430.000000 Penalty: 4727.038574
	Iteration 33Q: 3 clusters Score -2324430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2324425.750000 Penalty: 4727.038574
	Iteration 34Q: 3 clusters Score -2324426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2324425.750000 Penalty: 4727.038574
	Iteration 35F: 3 clusters Score -2324426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (75181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75181 members 
Entering Unmasked Estep 
Score: -12724788.000000 Penalty: 2784.458008
	Iteration 0F: 2 clusters Score -1.272479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -12677749.000000 Penalty: 5568.916016
	Iteration 0F: 3 clusters Score -1.267775e+07 nChanged 35557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -12697820.000000 Penalty: 5568.916016
	Iteration 1F: 3 clusters Score -1.269782e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -12698664.000000 Penalty: 5568.916016
	Iteration 2Q: 3 clusters Score -1.269866e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -12699804.000000 Penalty: 5568.916016
	Iteration 3Q: 3 clusters Score -1.26998e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -12701297.000000 Penalty: 5568.916016
	Iteration 4Q: 3 clusters Score -1.27013e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -12703189.000000 Penalty: 5568.916016
	Iteration 5Q: 3 clusters Score -1.270319e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -12705502.000000 Penalty: 5568.916016
	Iteration 6F: 3 clusters Score -1.27055e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -12707976.000000 Penalty: 5568.916016
	Iteration 7F: 3 clusters Score -1.270798e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -12710307.000000 Penalty: 5568.916016
	Iteration 8F: 3 clusters Score -1.271031e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -12712142.000000 Penalty: 5568.916016
	Iteration 9Q: 3 clusters Score -1.271214e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -12713240.000000 Penalty: 5568.916016
	Iteration 10Q: 3 clusters Score -1.271324e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 55911 members 
Entering Unmasked Estep 
Score: -12714083.000000 Penalty: 5568.916016
	Iteration 11Q: 3 clusters Score -1.271408e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -12714567.000000 Penalty: 5568.916016
	Iteration 12Q: 3 clusters Score -1.271457e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 58165 members 
Entering Unmasked Estep 
Score: -12714905.000000 Penalty: 5568.916016
	Iteration 13Q: 3 clusters Score -1.27149e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 59120 members 
Entering Unmasked Estep 
Score: -12715167.000000 Penalty: 5568.916016
	Iteration 14Q: 3 clusters Score -1.271517e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 59988 members 
Entering Unmasked Estep 
Score: -12715421.000000 Penalty: 5568.916016
	Iteration 15Q: 3 clusters Score -1.271542e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 60832 members 
Entering Unmasked Estep 
Score: -12715674.000000 Penalty: 5568.916016
	Iteration 16Q: 3 clusters Score -1.271567e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 61682 members 
Entering Unmasked Estep 
Score: -12715993.000000 Penalty: 5568.916016
	Iteration 17Q: 3 clusters Score -1.271599e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -12716209.000000 Penalty: 5568.916016
	Iteration 18Q: 3 clusters Score -1.271621e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -12716428.000000 Penalty: 5568.916016
	Iteration 19Q: 3 clusters Score -1.271643e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 64199 members 
Entering Unmasked Estep 
Score: -12716693.000000 Penalty: 5568.916016
	Iteration 20F: 3 clusters Score -1.271669e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
Score: -12716989.000000 Penalty: 5568.916016
	Iteration 21Q: 3 clusters Score -1.271699e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 65779 members 
Entering Unmasked Estep 
Score: -12717359.000000 Penalty: 5568.916016
	Iteration 22Q: 3 clusters Score -1.271736e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 66544 members 
Entering Unmasked Estep 
Score: -12717728.000000 Penalty: 5568.916016
	Iteration 23Q: 3 clusters Score -1.271773e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 67290 members 
Entering Unmasked Estep 
Score: -12718126.000000 Penalty: 5568.916016
	Iteration 24Q: 3 clusters Score -1.271813e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 68032 members 
Entering Unmasked Estep 
Score: -12718406.000000 Penalty: 5568.916016
	Iteration 25Q: 3 clusters Score -1.271841e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -12718878.000000 Penalty: 5568.916016
	Iteration 26Q: 3 clusters Score -1.271888e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 69416 members 
Entering Unmasked Estep 
Score: -12719300.000000 Penalty: 5568.916016
	Iteration 27Q: 3 clusters Score -1.27193e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 69987 members 
Entering Unmasked Estep 
Score: -12719534.000000 Penalty: 5568.916016
	Iteration 28Q: 3 clusters Score -1.271953e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 70523 members 
Entering Unmasked Estep 
Score: -12719757.000000 Penalty: 5568.916016
	Iteration 29Q: 3 clusters Score -1.271976e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 71034 members 
Entering Unmasked Estep 
Score: -12720045.000000 Penalty: 5568.916016
	Iteration 30Q: 3 clusters Score -1.272004e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 71520 members 
Entering Unmasked Estep 
Score: -12720339.000000 Penalty: 5568.916016
	Iteration 31Q: 3 clusters Score -1.272034e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 71931 members 
Entering Unmasked Estep 
Score: -12720620.000000 Penalty: 5568.916016
	Iteration 32Q: 3 clusters Score -1.272062e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 72288 members 
Entering Unmasked Estep 
Score: -12720840.000000 Penalty: 5568.916016
	Iteration 33Q: 3 clusters Score -1.272084e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 72608 members 
Entering Unmasked Estep 
Score: -12721041.000000 Penalty: 5568.916016
	Iteration 34Q: 3 clusters Score -1.272104e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 72911 members 
Entering Unmasked Estep 
Score: -12721279.000000 Penalty: 5568.916016
	Iteration 35Q: 3 clusters Score -1.272128e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 73167 members 
Entering Unmasked Estep 
Score: -12721423.000000 Penalty: 5568.916016
	Iteration 36Q: 3 clusters Score -1.272142e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 73370 members 
Entering Unmasked Estep 
Score: -12721608.000000 Penalty: 5568.916016
	Iteration 37Q: 3 clusters Score -1.272161e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 73564 members 
Entering Unmasked Estep 
Score: -12721764.000000 Penalty: 5568.916016
	Iteration 38Q: 3 clusters Score -1.272176e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 73696 members 
Entering Unmasked Estep 
Score: -12721908.000000 Penalty: 5568.916016
	Iteration 39Q: 3 clusters Score -1.272191e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -12721955.000000 Penalty: 5568.916016
	Iteration 40F: 3 clusters Score -1.272196e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 73883 members 
Entering Unmasked Estep 
Score: -12721993.000000 Penalty: 5568.916016
	Iteration 41Q: 3 clusters Score -1.272199e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 73949 members 
Entering Unmasked Estep 
Score: -12722027.000000 Penalty: 5568.916016
	Iteration 42Q: 3 clusters Score -1.272203e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 74001 members 
Entering Unmasked Estep 
Score: -12722072.000000 Penalty: 5568.916016
	Iteration 43Q: 3 clusters Score -1.272207e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 74052 members 
Entering Unmasked Estep 
Score: -12722119.000000 Penalty: 5568.916016
	Iteration 44Q: 3 clusters Score -1.272212e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 74099 members 
Entering Unmasked Estep 
Score: -12722191.000000 Penalty: 5568.916016
	Iteration 45Q: 3 clusters Score -1.272219e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 74153 members 
Entering Unmasked Estep 
Score: -12722217.000000 Penalty: 5568.916016
	Iteration 46Q: 3 clusters Score -1.272222e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
Score: -12722256.000000 Penalty: 5568.916016
	Iteration 47Q: 3 clusters Score -1.272226e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 74224 members 
Entering Unmasked Estep 
Score: -12722272.000000 Penalty: 5568.916016
	Iteration 48Q: 3 clusters Score -1.272227e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 74249 members 
Entering Unmasked Estep 
Score: -12722287.000000 Penalty: 5568.916016
	Iteration 49Q: 3 clusters Score -1.272229e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 74267 members 
Entering Unmasked Estep 
Score: -12722306.000000 Penalty: 5568.916016
	Iteration 50Q: 3 clusters Score -1.272231e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 74286 members 
Entering Unmasked Estep 
Score: -12722331.000000 Penalty: 5568.916016
	Iteration 51Q: 3 clusters Score -1.272233e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 74304 members 
Entering Unmasked Estep 
Score: -12722329.000000 Penalty: 5568.916016
	Iteration 52Q: 3 clusters Score -1.272233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 74318 members 
Entering Unmasked Estep 
Score: -12722332.000000 Penalty: 5568.916016
	Iteration 53Q: 3 clusters Score -1.272233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 74326 members 
Entering Unmasked Estep 
Score: -12722340.000000 Penalty: 5568.916016
	Iteration 54Q: 3 clusters Score -1.272234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 74337 members 
Entering Unmasked Estep 
Score: -12722330.000000 Penalty: 5568.916016
	Iteration 55Q: 3 clusters Score -1.272233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 74343 members 
Entering Unmasked Estep 
Score: -12722354.000000 Penalty: 5568.916016
	Iteration 56Q: 3 clusters Score -1.272235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 74350 members 
Entering Unmasked Estep 
Score: -12722356.000000 Penalty: 5568.916016
	Iteration 57Q: 3 clusters Score -1.272236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 74355 members 
Entering Unmasked Estep 
Score: -12722372.000000 Penalty: 5568.916016
	Iteration 58Q: 3 clusters Score -1.272237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 74360 members 
Entering Unmasked Estep 
Score: -12722381.000000 Penalty: 5568.916016
	Iteration 59Q: 3 clusters Score -1.272238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 74366 members 
Entering Unmasked Estep 
Score: -12722380.000000 Penalty: 5568.916016
	Iteration 60F: 3 clusters Score -1.272238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 74369 members 
Entering Unmasked Estep 
Score: -12722367.000000 Penalty: 5568.916016
	Iteration 61Q: 3 clusters Score -1.272237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 74374 members 
Entering Unmasked Estep 
Score: -12722370.000000 Penalty: 5568.916016
	Iteration 62Q: 3 clusters Score -1.272237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 74376 members 
Entering Unmasked Estep 
Score: -12722377.000000 Penalty: 5568.916016
	Iteration 63Q: 3 clusters Score -1.272238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 74377 members 
Entering Unmasked Estep 
Score: -12722380.000000 Penalty: 5568.916016
	Iteration 64Q: 3 clusters Score -1.272238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 74379 members 
Entering Unmasked Estep 
Score: -12722383.000000 Penalty: 5568.916016
	Iteration 65Q: 3 clusters Score -1.272238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 74382 members 
Entering Unmasked Estep 
Score: -12722389.000000 Penalty: 5568.916016
	Iteration 66Q: 3 clusters Score -1.272239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 74386 members 
Entering Unmasked Estep 
Score: -12722380.000000 Penalty: 5568.916016
	Iteration 67Q: 3 clusters Score -1.272238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 74390 members 
Entering Unmasked Estep 
Score: -12722386.000000 Penalty: 5568.916016
	Iteration 68Q: 3 clusters Score -1.272239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -12722393.000000 Penalty: 5568.916016
	Iteration 69Q: 3 clusters Score -1.272239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 74399 members 
Entering Unmasked Estep 
Score: -12722381.000000 Penalty: 5568.916016
	Iteration 70Q: 3 clusters Score -1.272238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 74399 members 
Entering Unmasked Estep 
Score: -12722385.000000 Penalty: 5568.916016
	Iteration 71Q: 3 clusters Score -1.272238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 74401 members 
Entering Unmasked Estep 
Score: -12722389.000000 Penalty: 5568.916016
	Iteration 72Q: 3 clusters Score -1.272239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 74402 members 
Entering Unmasked Estep 
Score: -12722384.000000 Penalty: 5568.916016
	Iteration 73Q: 3 clusters Score -1.272238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 74400 members 
Entering Unmasked Estep 
Score: -12722382.000000 Penalty: 5568.916016
	Iteration 74Q: 3 clusters Score -1.272238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 74400 members 
Entering Unmasked Estep 
Score: -12722382.000000 Penalty: 5568.916016
	Iteration 75F: 3 clusters Score -1.272238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Entering Unmasked Estep 
Score: -5054993.500000 Penalty: 2556.156738
	Iteration 0F: 2 clusters Score -5054994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -5034527.500000 Penalty: 5112.313477
	Iteration 0F: 3 clusters Score -5034528 nChanged 13499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -5042000.500000 Penalty: 5112.313477
	Iteration 1F: 3 clusters Score -5042000 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -5042599.000000 Penalty: 5112.313477
	Iteration 2F: 3 clusters Score -5042599 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -5043248.500000 Penalty: 5112.313477
	Iteration 3F: 3 clusters Score -5043248 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -5044091.000000 Penalty: 5112.313477
	Iteration 4F: 3 clusters Score -5044091 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -5045038.000000 Penalty: 5112.313477
	Iteration 5F: 3 clusters Score -5045038 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -5046152.000000 Penalty: 5112.313477
	Iteration 6F: 3 clusters Score -5046152 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -5047268.000000 Penalty: 5112.313477
	Iteration 7F: 3 clusters Score -5047268 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -5048380.500000 Penalty: 5112.313477
	Iteration 8F: 3 clusters Score -5048380 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -5049270.500000 Penalty: 5112.313477
	Iteration 9Q: 3 clusters Score -5049270 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -5050017.000000 Penalty: 5112.313477
	Iteration 10Q: 3 clusters Score -5050017 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -5050630.000000 Penalty: 5112.313477
	Iteration 11Q: 3 clusters Score -5050630 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -5051025.500000 Penalty: 5112.313477
	Iteration 12Q: 3 clusters Score -5051026 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -5051308.000000 Penalty: 5112.313477
	Iteration 13Q: 3 clusters Score -5051308 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -5051580.000000 Penalty: 5112.313477
	Iteration 14Q: 3 clusters Score -5051580 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -5051836.500000 Penalty: 5112.313477
	Iteration 15Q: 3 clusters Score -5051836 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -5052123.000000 Penalty: 5112.313477
	Iteration 16Q: 3 clusters Score -5052123 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -5052387.000000 Penalty: 5112.313477
	Iteration 17Q: 3 clusters Score -5052387 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -5052671.000000 Penalty: 5112.313477
	Iteration 18Q: 3 clusters Score -5052671 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -5052907.500000 Penalty: 5112.313477
	Iteration 19Q: 3 clusters Score -5052908 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -5053174.000000 Penalty: 5112.313477
	Iteration 20F: 3 clusters Score -5053174 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -5053374.500000 Penalty: 5112.313477
	Iteration 21Q: 3 clusters Score -5053374 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -5053525.500000 Penalty: 5112.313477
	Iteration 22Q: 3 clusters Score -5053526 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -5053673.000000 Penalty: 5112.313477
	Iteration 23Q: 3 clusters Score -5053673 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -5053788.000000 Penalty: 5112.313477
	Iteration 24Q: 3 clusters Score -5053788 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -5053877.000000 Penalty: 5112.313477
	Iteration 25Q: 3 clusters Score -5053877 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -5053974.500000 Penalty: 5112.313477
	Iteration 26Q: 3 clusters Score -5053974 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -5054059.500000 Penalty: 5112.313477
	Iteration 27Q: 3 clusters Score -5054060 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -5054104.000000 Penalty: 5112.313477
	Iteration 28Q: 3 clusters Score -5054104 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -5054150.500000 Penalty: 5112.313477
	Iteration 29Q: 3 clusters Score -5054150 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -5054190.000000 Penalty: 5112.313477
	Iteration 30Q: 3 clusters Score -5054190 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -5054218.500000 Penalty: 5112.313477
	Iteration 31Q: 3 clusters Score -5054218 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -5054232.500000 Penalty: 5112.313477
	Iteration 32Q: 3 clusters Score -5054232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -5054256.000000 Penalty: 5112.313477
	Iteration 33Q: 3 clusters Score -5054256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -5054274.500000 Penalty: 5112.313477
	Iteration 34Q: 3 clusters Score -5054274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5054293.000000 Penalty: 5112.313477
	Iteration 35Q: 3 clusters Score -5054293 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5054304.000000 Penalty: 5112.313477
	Iteration 36Q: 3 clusters Score -5054304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5054307.000000 Penalty: 5112.313477
	Iteration 37Q: 3 clusters Score -5054307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -5054313.000000 Penalty: 5112.313477
	Iteration 38Q: 3 clusters Score -5054313 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -5054326.500000 Penalty: 5112.313477
	Iteration 39Q: 3 clusters Score -5054326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5054329.500000 Penalty: 5112.313477
	Iteration 40F: 3 clusters Score -5054330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -5054333.000000 Penalty: 5112.313477
	Iteration 41Q: 3 clusters Score -5054333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5054332.000000 Penalty: 5112.313477
	Iteration 42Q: 3 clusters Score -5054332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -5054343.500000 Penalty: 5112.313477
	Iteration 43Q: 3 clusters Score -5054344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -5054341.500000 Penalty: 5112.313477
	Iteration 44Q: 3 clusters Score -5054342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -5054341.000000 Penalty: 5112.313477
	Iteration 45Q: 3 clusters Score -5054341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -5054337.000000 Penalty: 5112.313477
	Iteration 46Q: 3 clusters Score -5054337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -5054337.000000 Penalty: 5112.313477
	Iteration 47Q: 3 clusters Score -5054337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -5054339.000000 Penalty: 5112.313477
	Iteration 48Q: 3 clusters Score -5054339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -5054339.000000 Penalty: 5112.313477
	Iteration 49Q: 3 clusters Score -5054339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5054339.000000 Penalty: 5112.313477
	Iteration 50Q: 3 clusters Score -5054339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -5054332.500000 Penalty: 5112.313477
	Iteration 51Q: 3 clusters Score -5054332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -5054332.500000 Penalty: 5112.313477
	Iteration 52F: 3 clusters Score -5054332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Entering Unmasked Estep 
Score: -3569212.500000 Penalty: 2484.723389
	Iteration 0F: 2 clusters Score -3569212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3553580.250000 Penalty: 4969.446777
	Iteration 0F: 3 clusters Score -3553580 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -3559547.250000 Penalty: 4969.446777
	Iteration 1F: 3 clusters Score -3559547 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -3560900.500000 Penalty: 4969.446777
	Iteration 2F: 3 clusters Score -3560900 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3562568.750000 Penalty: 4969.446777
	Iteration 3F: 3 clusters Score -3562569 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -3564178.250000 Penalty: 4969.446777
	Iteration 4F: 3 clusters Score -3564178 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -3565394.250000 Penalty: 4969.446777
	Iteration 5F: 3 clusters Score -3565394 nChanged 1286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -3566190 nChanged 938
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -3566643 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -3567001 nChanged 565
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -3567225 nChanged 476
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Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3567411 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3567552 nChanged 306
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Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3567632 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3567690 nChanged 218
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Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3567743 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3567757 nChanged 136
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Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3567789 nChanged 132
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Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3567798 nChanged 122
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Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3567833 nChanged 122
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Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3567848 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3567878 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3567889 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3567896 nChanged 62
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Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3567903 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3567911 nChanged 41
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Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3567911 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3567912 nChanged 28
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Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3567913 nChanged 25
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Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3567909 nChanged 26
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Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3567915 nChanged 41
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Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3567913 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3567914 nChanged 38
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Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3567910 nChanged 19
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Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3567918 nChanged 15
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Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3567915 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3567916 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3567921 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3567923 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3567921 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3567918 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12600 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3567921 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3567921 nChanged 11
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Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3567916 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3567912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3567924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3567927 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3567923 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3567923 nChanged 12
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Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3567934 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3567925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3567932 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12731 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3567932 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3567936 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12763 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3567938 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3567941 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3567944 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12829 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3567948 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3567947 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12870 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3567952 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3567954 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3567948 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3567952 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12929 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3567946 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3567948 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3567949 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3567960 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3567960 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3567964 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3567964 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3567967 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13039 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3567964 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3567968 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3567969 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3567964 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3567973 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13177 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3567984 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13212 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3567984 nChanged 38
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Mstep: Class 1 contains 13250 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3567983 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3567989 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3567993 nChanged 51
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Mstep: Class 1 contains 13377 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3567992 nChanged 45
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Mstep: Class 1 contains 13422 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3567994 nChanged 48
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Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -3568001.250000 Penalty: 4969.446777
	Iteration 82Q: 3 clusters Score -3568001 nChanged 48
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Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3568010 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13571 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3568022 nChanged 47
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Mstep: Class 1 contains 13618 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3568030 nChanged 54
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Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3568032 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13733 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3568051 nChanged 58
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Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3568055 nChanged 62
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3568065 nChanged 72
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	Iteration 90Q: 3 clusters Score -3568060 nChanged 59
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Mstep: Class 1 contains 13978 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3568082 nChanged 57
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Mstep: Class 1 contains 14033 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3568092 nChanged 68
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3568104 nChanged 74
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Mstep: Class 1 contains 14169 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3568128 nChanged 67
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Mstep: Class 1 contains 14234 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3568132 nChanged 72
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Entering Unmasked Estep 
Score: -3568140.500000 Penalty: 4969.446777
	Iteration 96Q: 3 clusters Score -3568140 nChanged 59
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Mstep: Class 1 contains 14361 members 
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Entering Unmasked Estep 
Score: -3568145.250000 Penalty: 4969.446777
	Iteration 97Q: 3 clusters Score -3568145 nChanged 52
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Entering Unmasked Estep 
Score: -3568150.250000 Penalty: 4969.446777
	Iteration 98Q: 3 clusters Score -3568150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -3568154.000000 Penalty: 4969.446777
	Iteration 99Q: 3 clusters Score -3568154 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -3568161.000000 Penalty: 4969.446777
	Iteration 100F: 3 clusters Score -3568161 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3568172.750000 Penalty: 4969.446777
	Iteration 101Q: 3 clusters Score -3568173 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -3568180.500000 Penalty: 4969.446777
	Iteration 102Q: 3 clusters Score -3568180 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -3568200.500000 Penalty: 4969.446777
	Iteration 103Q: 3 clusters Score -3568200 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -3568220.250000 Penalty: 4969.446777
	Iteration 104Q: 3 clusters Score -3568220 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -3568247.250000 Penalty: 4969.446777
	Iteration 105Q: 3 clusters Score -3568247 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -3568254.250000 Penalty: 4969.446777
	Iteration 106Q: 3 clusters Score -3568254 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -3568276.250000 Penalty: 4969.446777
	Iteration 107Q: 3 clusters Score -3568276 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -3568285.000000 Penalty: 4969.446777
	Iteration 108Q: 3 clusters Score -3568285 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -3568306.000000 Penalty: 4969.446777
	Iteration 109Q: 3 clusters Score -3568306 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -3568312.250000 Penalty: 4969.446777
	Iteration 110Q: 3 clusters Score -3568312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -3568324.250000 Penalty: 4969.446777
	Iteration 111Q: 3 clusters Score -3568324 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -3568333.250000 Penalty: 4969.446777
	Iteration 112Q: 3 clusters Score -3568333 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -3568349.750000 Penalty: 4969.446777
	Iteration 113Q: 3 clusters Score -3568350 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -3568360.500000 Penalty: 4969.446777
	Iteration 114Q: 3 clusters Score -3568360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -3568377.000000 Penalty: 4969.446777
	Iteration 115Q: 3 clusters Score -3568377 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -3568374.500000 Penalty: 4969.446777
	Iteration 116Q: 3 clusters Score -3568374 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -3568380.250000 Penalty: 4969.446777
	Iteration 117Q: 3 clusters Score -3568380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -3568380.750000 Penalty: 4969.446777
	Iteration 118Q: 3 clusters Score -3568381 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -3568388.750000 Penalty: 4969.446777
	Iteration 119Q: 3 clusters Score -3568389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -3568384.000000 Penalty: 4969.446777
	Iteration 120F: 3 clusters Score -3568384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -3568395.500000 Penalty: 4969.446777
	Iteration 121Q: 3 clusters Score -3568396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -3568400.000000 Penalty: 4969.446777
	Iteration 122Q: 3 clusters Score -3568400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -3568409.250000 Penalty: 4969.446777
	Iteration 123Q: 3 clusters Score -3568409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -3568415.250000 Penalty: 4969.446777
	Iteration 124Q: 3 clusters Score -3568415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -3568420.000000 Penalty: 4969.446777
	Iteration 125Q: 3 clusters Score -3568420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -3568422.000000 Penalty: 4969.446777
	Iteration 126Q: 3 clusters Score -3568422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -3568412.500000 Penalty: 4969.446777
	Iteration 127Q: 3 clusters Score -3568412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -3568413.250000 Penalty: 4969.446777
	Iteration 128Q: 3 clusters Score -3568413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -3568415.750000 Penalty: 4969.446777
	Iteration 129Q: 3 clusters Score -3568416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -3568410.500000 Penalty: 4969.446777
	Iteration 130Q: 3 clusters Score -3568410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -3568420.500000 Penalty: 4969.446777
	Iteration 131Q: 3 clusters Score -3568420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -3568419.000000 Penalty: 4969.446777
	Iteration 132Q: 3 clusters Score -3568419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -3568420.000000 Penalty: 4969.446777
	Iteration 133Q: 3 clusters Score -3568420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -3568425.750000 Penalty: 4969.446777
	Iteration 134Q: 3 clusters Score -3568426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -3568425.750000 Penalty: 4969.446777
	Iteration 135Q: 3 clusters Score -3568426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -3568428.500000 Penalty: 4969.446777
	Iteration 136Q: 3 clusters Score -3568428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -3568425.250000 Penalty: 4969.446777
	Iteration 137Q: 3 clusters Score -3568425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -3568425.250000 Penalty: 4969.446777
	Iteration 138F: 3 clusters Score -3568425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Entering Unmasked Estep 
Score: -1497559.250000 Penalty: 2259.737549
	Iteration 0F: 2 clusters Score -1497559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1490504.500000 Penalty: 4519.475098
	Iteration 0F: 3 clusters Score -1490504 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1492563.000000 Penalty: 4519.475098
	Iteration 1F: 3 clusters Score -1492563 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1492899.875000 Penalty: 4519.475098
	Iteration 2F: 3 clusters Score -1492900 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1493142.000000 Penalty: 4519.475098
	Iteration 3F: 3 clusters Score -1493142 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1493345.500000 Penalty: 4519.475098
	Iteration 4Q: 3 clusters Score -1493346 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1493537.000000 Penalty: 4519.475098
	Iteration 5Q: 3 clusters Score -1493537 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1493756.125000 Penalty: 4519.475098
	Iteration 6Q: 3 clusters Score -1493756 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1493988.500000 Penalty: 4519.475098
	Iteration 7Q: 3 clusters Score -1493988 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1494265.125000 Penalty: 4519.475098
	Iteration 8Q: 3 clusters Score -1494265 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1494659.625000 Penalty: 4519.475098
	Iteration 9F: 3 clusters Score -1494660 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1495155.750000 Penalty: 4519.475098
	Iteration 10F: 3 clusters Score -1495156 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1495769.375000 Penalty: 4519.475098
	Iteration 11F: 3 clusters Score -1495769 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1496474.500000 Penalty: 4519.475098
	Iteration 12F: 3 clusters Score -1496474 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1497112.375000 Penalty: 4519.475098
	Iteration 13F: 3 clusters Score -1497112 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1497560.000000 Penalty: 4519.475098
	Iteration 14F: 3 clusters Score -1497560 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1497829.750000 Penalty: 4519.475098
	Iteration 15Q: 3 clusters Score -1497830 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1498011.875000 Penalty: 4519.475098
	Iteration 16Q: 3 clusters Score -1498012 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1498152.125000 Penalty: 4519.475098
	Iteration 17Q: 3 clusters Score -1498152 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1498275.875000 Penalty: 4519.475098
	Iteration 18Q: 3 clusters Score -1498276 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1498372.000000 Penalty: 4519.475098
	Iteration 19Q: 3 clusters Score -1498372 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1498429.625000 Penalty: 4519.475098
	Iteration 20F: 3 clusters Score -1498430 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1498455.750000 Penalty: 4519.475098
	Iteration 21Q: 3 clusters Score -1498456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1498469.500000 Penalty: 4519.475098
	Iteration 22Q: 3 clusters Score -1498470 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1498482.000000 Penalty: 4519.475098
	Iteration 23Q: 3 clusters Score -1498482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1498485.625000 Penalty: 4519.475098
	Iteration 24Q: 3 clusters Score -1498486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1498490.375000 Penalty: 4519.475098
	Iteration 25Q: 3 clusters Score -1498490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1498492.875000 Penalty: 4519.475098
	Iteration 26Q: 3 clusters Score -1498493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1498495.125000 Penalty: 4519.475098
	Iteration 27Q: 3 clusters Score -1498495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1498504.125000 Penalty: 4519.475098
	Iteration 28Q: 3 clusters Score -1498504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1498498.625000 Penalty: 4519.475098
	Iteration 29Q: 3 clusters Score -1498499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1498497.125000 Penalty: 4519.475098
	Iteration 30Q: 3 clusters Score -1498497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1498499.875000 Penalty: 4519.475098
	Iteration 31Q: 3 clusters Score -1498500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1498497.125000 Penalty: 4519.475098
	Iteration 32Q: 3 clusters Score -1498497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1498499.250000 Penalty: 4519.475098
	Iteration 33Q: 3 clusters Score -1498499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1498501.000000 Penalty: 4519.475098
	Iteration 34Q: 3 clusters Score -1498501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1498503.125000 Penalty: 4519.475098
	Iteration 35Q: 3 clusters Score -1498503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1498501.250000 Penalty: 4519.475098
	Iteration 36Q: 3 clusters Score -1498501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1498504.500000 Penalty: 4519.475098
	Iteration 37Q: 3 clusters Score -1498504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1498505.125000 Penalty: 4519.475098
	Iteration 38Q: 3 clusters Score -1498505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1498509.250000 Penalty: 4519.475098
	Iteration 39Q: 3 clusters Score -1498509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1498513.250000 Penalty: 4519.475098
	Iteration 40F: 3 clusters Score -1498513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1498511.125000 Penalty: 4519.475098
	Iteration 41Q: 3 clusters Score -1498511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1498515.750000 Penalty: 4519.475098
	Iteration 42Q: 3 clusters Score -1498516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1498513.000000 Penalty: 4519.475098
	Iteration 43Q: 3 clusters Score -1498513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1498515.125000 Penalty: 4519.475098
	Iteration 44Q: 3 clusters Score -1498515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1498516.750000 Penalty: 4519.475098
	Iteration 45Q: 3 clusters Score -1498517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1498516.875000 Penalty: 4519.475098
	Iteration 46Q: 3 clusters Score -1498517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1498515.750000 Penalty: 4519.475098
	Iteration 47Q: 3 clusters Score -1498516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1498516.125000 Penalty: 4519.475098
	Iteration 48Q: 3 clusters Score -1498516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1498520.250000 Penalty: 4519.475098
	Iteration 49Q: 3 clusters Score -1498520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1498517.000000 Penalty: 4519.475098
	Iteration 50Q: 3 clusters Score -1498517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1498516.125000 Penalty: 4519.475098
	Iteration 51Q: 3 clusters Score -1498516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1498516.125000 Penalty: 4519.475098
	Iteration 52F: 3 clusters Score -1498516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 41885 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 57379 members 
Mstep: Class 5 contains 38723 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 3054 members 
Mstep: Class 9 contains 24858 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 16415 members 
Mstep: Class 12 contains 33699 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 11042 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53227 members 
Mstep: Class 18 contains 4229 members 
Mstep: Class 19 contains 13771 members 
Mstep: Class 20 contains 75181 members 
Mstep: Class 21 contains 29944 members 
Mstep: Class 22 contains 22450 members 
Mstep: Class 23 contains 3587 members 
Mstep: Class 24 contains 4452 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 12593 members 
Mstep: Class 27 contains 55857 members 
Mstep: Class 28 contains 12843 members 
Mstep: Class 29 contains 4839 members 
Mstep: Class 30 contains 7935 members 
Mstep: Class 31 contains 31292 members 
Mstep: Class 32 contains 10120 members 
Mstep: Class 33 contains 1664 members 
Mstep: Class 34 contains 59529 members 
Mstep: Class 35 contains 7213 members 
Mstep: Class 36 contains 5475 members 
Entering Unmasked Estep 
Score: -115013504.000000 Penalty: 120175.742188
Splitting cluster 23 changes total score from -115011544.000000 to -115013504.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 24 (4452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Entering Unmasked Estep 
Score: -747018.937500 Penalty: 2083.474854
	Iteration 0F: 2 clusters Score -747018.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -742813.250000 Penalty: 4166.949707
	Iteration 0F: 3 clusters Score -742813.2 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -743800.000000 Penalty: 4166.949707
	Iteration 1F: 3 clusters Score -743800 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -744045.500000 Penalty: 4166.949707
	Iteration 2F: 3 clusters Score -744045.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -744225.937500 Penalty: 4166.949707
	Iteration 3F: 3 clusters Score -744225.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -744367.062500 Penalty: 4166.949707
	Iteration 4Q: 3 clusters Score -744367.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -744500.125000 Penalty: 4166.949707
	Iteration 5Q: 3 clusters Score -744500.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -744648.250000 Penalty: 4166.949707
	Iteration 6Q: 3 clusters Score -744648.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -744843.062500 Penalty: 4166.949707
	Iteration 7Q: 3 clusters Score -744843.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -745058.312500 Penalty: 4166.949707
	Iteration 8Q: 3 clusters Score -745058.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -745227.562500 Penalty: 4166.949707
	Iteration 9Q: 3 clusters Score -745227.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -745356.375000 Penalty: 4166.949707
	Iteration 10Q: 3 clusters Score -745356.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -745449.312500 Penalty: 4166.949707
	Iteration 11Q: 3 clusters Score -745449.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -745540.125000 Penalty: 4166.949707
	Iteration 12Q: 3 clusters Score -745540.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -745601.937500 Penalty: 4166.949707
	Iteration 13Q: 3 clusters Score -745601.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -745650.875000 Penalty: 4166.949707
	Iteration 14Q: 3 clusters Score -745650.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -745703.750000 Penalty: 4166.949707
	Iteration 15Q: 3 clusters Score -745703.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -745758.125000 Penalty: 4166.949707
	Iteration 16Q: 3 clusters Score -745758.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -745809.875000 Penalty: 4166.949707
	Iteration 17Q: 3 clusters Score -745809.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -745851.937500 Penalty: 4166.949707
	Iteration 18Q: 3 clusters Score -745851.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -745877.375000 Penalty: 4166.949707
	Iteration 19Q: 3 clusters Score -745877.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -745897.875000 Penalty: 4166.949707
	Iteration 20F: 3 clusters Score -745897.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -745919.750000 Penalty: 4166.949707
	Iteration 21Q: 3 clusters Score -745919.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -745942.250000 Penalty: 4166.949707
	Iteration 22Q: 3 clusters Score -745942.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -745967.687500 Penalty: 4166.949707
	Iteration 23Q: 3 clusters Score -745967.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -745990.062500 Penalty: 4166.949707
	Iteration 24Q: 3 clusters Score -745990.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -746007.250000 Penalty: 4166.949707
	Iteration 25Q: 3 clusters Score -746007.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -746028.937500 Penalty: 4166.949707
	Iteration 26Q: 3 clusters Score -746028.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -746040.375000 Penalty: 4166.949707
	Iteration 27Q: 3 clusters Score -746040.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -746055.187500 Penalty: 4166.949707
	Iteration 28Q: 3 clusters Score -746055.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -746069.562500 Penalty: 4166.949707
	Iteration 29Q: 3 clusters Score -746069.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -746086.687500 Penalty: 4166.949707
	Iteration 30Q: 3 clusters Score -746086.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -746099.812500 Penalty: 4166.949707
	Iteration 31Q: 3 clusters Score -746099.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -746104.375000 Penalty: 4166.949707
	Iteration 32Q: 3 clusters Score -746104.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -746108.062500 Penalty: 4166.949707
	Iteration 33Q: 3 clusters Score -746108.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -746111.437500 Penalty: 4166.949707
	Iteration 34Q: 3 clusters Score -746111.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -746114.000000 Penalty: 4166.949707
	Iteration 35Q: 3 clusters Score -746114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -746114.500000 Penalty: 4166.949707
	Iteration 36Q: 3 clusters Score -746114.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -746114.500000 Penalty: 4166.949707
	Iteration 37F: 3 clusters Score -746114.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -200717.750000 Penalty: 1784.220337
	Iteration 0F: 2 clusters Score -200717.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -198723.171875 Penalty: 3568.440674
	Iteration 0F: 3 clusters Score -198723.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -199636.546875 Penalty: 3568.440674
	Iteration 1F: 3 clusters Score -199636.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -200599.281250 Penalty: 3568.440674
	Iteration 2F: 3 clusters Score -200599.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -201235.718750 Penalty: 3568.440674
	Iteration 3F: 3 clusters Score -201235.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -201411.312500 Penalty: 3568.440674
	Iteration 4F: 3 clusters Score -201411.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -201519.281250 Penalty: 3568.440674
	Iteration 5Q: 3 clusters Score -201519.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -201595.468750 Penalty: 3568.440674
	Iteration 6Q: 3 clusters Score -201595.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -201649.328125 Penalty: 3568.440674
	Iteration 7Q: 3 clusters Score -201649.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -201681.656250 Penalty: 3568.440674
	Iteration 8Q: 3 clusters Score -201681.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -201696.234375 Penalty: 3568.440674
	Iteration 9Q: 3 clusters Score -201696.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -201709.109375 Penalty: 3568.440674
	Iteration 10Q: 3 clusters Score -201709.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -201715.359375 Penalty: 3568.440674
	Iteration 11Q: 3 clusters Score -201715.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -201721.437500 Penalty: 3568.440674
	Iteration 12Q: 3 clusters Score -201721.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -201728.859375 Penalty: 3568.440674
	Iteration 13Q: 3 clusters Score -201728.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -201732.734375 Penalty: 3568.440674
	Iteration 14Q: 3 clusters Score -201732.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -201734.234375 Penalty: 3568.440674
	Iteration 15Q: 3 clusters Score -201734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -201734.562500 Penalty: 3568.440674
	Iteration 16Q: 3 clusters Score -201734.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -201734.562500 Penalty: 3568.440674
	Iteration 17F: 3 clusters Score -201734.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 41885 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 57379 members 
Mstep: Class 5 contains 38723 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 3054 members 
Mstep: Class 9 contains 24858 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 16415 members 
Mstep: Class 12 contains 33699 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 11042 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53227 members 
Mstep: Class 18 contains 4229 members 
Mstep: Class 19 contains 13771 members 
Mstep: Class 20 contains 75181 members 
Mstep: Class 21 contains 29944 members 
Mstep: Class 22 contains 22450 members 
Mstep: Class 23 contains 3587 members 
Mstep: Class 24 contains 4452 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 12593 members 
Mstep: Class 27 contains 55857 members 
Mstep: Class 28 contains 12843 members 
Mstep: Class 29 contains 4839 members 
Mstep: Class 30 contains 7935 members 
Mstep: Class 31 contains 31292 members 
Mstep: Class 32 contains 10120 members 
Mstep: Class 33 contains 1664 members 
Mstep: Class 34 contains 59529 members 
Mstep: Class 35 contains 7213 members 
Mstep: Class 36 contains 5475 members 
Mstep: Class 37 contains 823 members 
Entering Unmasked Estep 
Score: -115012920.000000 Penalty: 123513.960938
Splitting cluster 25 changes total score from -115011544.000000 to -115012920.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 26 (12593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Entering Unmasked Estep 
Score: -2086857.250000 Penalty: 2341.342285
	Iteration 0F: 2 clusters Score -2086857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2077575.500000 Penalty: 4682.684570
	Iteration 0F: 3 clusters Score -2077576 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2081067.125000 Penalty: 4682.684570
	Iteration 1F: 3 clusters Score -2081067 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2082611.250000 Penalty: 4682.684570
	Iteration 2F: 3 clusters Score -2082611 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2084201.125000 Penalty: 4682.684570
	Iteration 3F: 3 clusters Score -2084201 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2085525.750000 Penalty: 4682.684570
	Iteration 4F: 3 clusters Score -2085526 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2086586.500000 Penalty: 4682.684570
	Iteration 5F: 3 clusters Score -2086586 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2087396.375000 Penalty: 4682.684570
	Iteration 6F: 3 clusters Score -2087396 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2087872.875000 Penalty: 4682.684570
	Iteration 7Q: 3 clusters Score -2087873 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2088168.000000 Penalty: 4682.684570
	Iteration 8Q: 3 clusters Score -2088168 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2088387.125000 Penalty: 4682.684570
	Iteration 9Q: 3 clusters Score -2088387 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2088521.375000 Penalty: 4682.684570
	Iteration 10Q: 3 clusters Score -2088521 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2088611.875000 Penalty: 4682.684570
	Iteration 11Q: 3 clusters Score -2088612 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2088656.375000 Penalty: 4682.684570
	Iteration 12Q: 3 clusters Score -2088656 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2088692.250000 Penalty: 4682.684570
	Iteration 13Q: 3 clusters Score -2088692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2088723.250000 Penalty: 4682.684570
	Iteration 14Q: 3 clusters Score -2088723 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2088742.250000 Penalty: 4682.684570
	Iteration 15Q: 3 clusters Score -2088742 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2088765.750000 Penalty: 4682.684570
	Iteration 16Q: 3 clusters Score -2088766 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2088780.500000 Penalty: 4682.684570
	Iteration 17Q: 3 clusters Score -2088780 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2088796.125000 Penalty: 4682.684570
	Iteration 18Q: 3 clusters Score -2088796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2088809.375000 Penalty: 4682.684570
	Iteration 19Q: 3 clusters Score -2088809 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2088832.250000 Penalty: 4682.684570
	Iteration 20F: 3 clusters Score -2088832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2088847.250000 Penalty: 4682.684570
	Iteration 21Q: 3 clusters Score -2088847 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2088859.250000 Penalty: 4682.684570
	Iteration 22Q: 3 clusters Score -2088859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2088869.625000 Penalty: 4682.684570
	Iteration 23Q: 3 clusters Score -2088870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2088887.625000 Penalty: 4682.684570
	Iteration 24Q: 3 clusters Score -2088888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2088905.500000 Penalty: 4682.684570
	Iteration 25Q: 3 clusters Score -2088906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2088922.000000 Penalty: 4682.684570
	Iteration 26Q: 3 clusters Score -2088922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2088933.375000 Penalty: 4682.684570
	Iteration 27Q: 3 clusters Score -2088933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2088944.750000 Penalty: 4682.684570
	Iteration 28Q: 3 clusters Score -2088945 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2088951.750000 Penalty: 4682.684570
	Iteration 29Q: 3 clusters Score -2088952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2088974.875000 Penalty: 4682.684570
	Iteration 30Q: 3 clusters Score -2088975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2088982.375000 Penalty: 4682.684570
	Iteration 31Q: 3 clusters Score -2088982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2089001.500000 Penalty: 4682.684570
	Iteration 32Q: 3 clusters Score -2089002 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2089033.000000 Penalty: 4682.684570
	Iteration 33Q: 3 clusters Score -2089033 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2089068.375000 Penalty: 4682.684570
	Iteration 34Q: 3 clusters Score -2089068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2089123.875000 Penalty: 4682.684570
	Iteration 35Q: 3 clusters Score -2089124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2089232.750000 Penalty: 4682.684570
	Iteration 36Q: 3 clusters Score -2089233 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2089357.750000 Penalty: 4682.684570
	Iteration 37Q: 3 clusters Score -2089358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2089401.875000 Penalty: 4682.684570
	Iteration 38Q: 3 clusters Score -2089402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2089418.875000 Penalty: 4682.684570
	Iteration 39Q: 3 clusters Score -2089419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2089424.500000 Penalty: 4682.684570
	Iteration 40F: 3 clusters Score -2089424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2089432.625000 Penalty: 4682.684570
	Iteration 41Q: 3 clusters Score -2089433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2089431.875000 Penalty: 4682.684570
	Iteration 42Q: 3 clusters Score -2089432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2089431.750000 Penalty: 4682.684570
	Iteration 43Q: 3 clusters Score -2089432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2089431.625000 Penalty: 4682.684570
	Iteration 44Q: 3 clusters Score -2089432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2089431.625000 Penalty: 4682.684570
	Iteration 45F: 3 clusters Score -2089432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 41885 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 57379 members 
Mstep: Class 5 contains 38723 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 3054 members 
Mstep: Class 9 contains 24858 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 16415 members 
Mstep: Class 12 contains 33699 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 11042 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53227 members 
Mstep: Class 18 contains 4229 members 
Mstep: Class 19 contains 13771 members 
Mstep: Class 20 contains 75181 members 
Mstep: Class 21 contains 29944 members 
Mstep: Class 22 contains 22450 members 
Mstep: Class 23 contains 3587 members 
Mstep: Class 24 contains 4452 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 10396 members 
Mstep: Class 27 contains 55857 members 
Mstep: Class 28 contains 12843 members 
Mstep: Class 29 contains 4839 members 
Mstep: Class 30 contains 7935 members 
Mstep: Class 31 contains 31292 members 
Mstep: Class 32 contains 10120 members 
Mstep: Class 33 contains 1664 members 
Mstep: Class 34 contains 59529 members 
Mstep: Class 35 contains 7213 members 
Mstep: Class 36 contains 5475 members 
Mstep: Class 37 contains 823 members 
Mstep: Class 38 contains 2197 members 
Entering Unmasked Estep 
Score: -115014808.000000 Penalty: 126852.171875
Splitting cluster 26 changes total score from -115011544.000000 to -115014808.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 27 (55857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Entering Unmasked Estep 
Score: -9482841.000000 Penalty: 2710.776611
	Iteration 0F: 2 clusters Score -9482841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -9445883.000000 Penalty: 5421.553223
	Iteration 0F: 3 clusters Score -9445883 nChanged 25896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -9460343.000000 Penalty: 5421.553223
	Iteration 1F: 3 clusters Score -9460343 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -9461263.000000 Penalty: 5421.553223
	Iteration 2Q: 3 clusters Score -9461263 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -9462789.000000 Penalty: 5421.553223
	Iteration 3F: 3 clusters Score -9462789 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -9465202.000000 Penalty: 5421.553223
	Iteration 4F: 3 clusters Score -9465202 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -9468365.000000 Penalty: 5421.553223
	Iteration 5F: 3 clusters Score -9468365 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -9471225.000000 Penalty: 5421.553223
	Iteration 6F: 3 clusters Score -9471225 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -9473222.000000 Penalty: 5421.553223
	Iteration 7F: 3 clusters Score -9473222 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -9474234.000000 Penalty: 5421.553223
	Iteration 8Q: 3 clusters Score -9474234 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -9474671.000000 Penalty: 5421.553223
	Iteration 9Q: 3 clusters Score -9474671 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -9474918.000000 Penalty: 5421.553223
	Iteration 10Q: 3 clusters Score -9474918 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -9475110.000000 Penalty: 5421.553223
	Iteration 11Q: 3 clusters Score -9475110 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -9475162.000000 Penalty: 5421.553223
	Iteration 12Q: 3 clusters Score -9475162 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -9475182.000000 Penalty: 5421.553223
	Iteration 13Q: 3 clusters Score -9475182 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -9475195.000000 Penalty: 5421.553223
	Iteration 14Q: 3 clusters Score -9475195 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -9475202.000000 Penalty: 5421.553223
	Iteration 15Q: 3 clusters Score -9475202 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -9475210.000000 Penalty: 5421.553223
	Iteration 16Q: 3 clusters Score -9475210 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -9475258.000000 Penalty: 5421.553223
	Iteration 17Q: 3 clusters Score -9475258 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -9475286.000000 Penalty: 5421.553223
	Iteration 18Q: 3 clusters Score -9475286 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -9475349.000000 Penalty: 5421.553223
	Iteration 19Q: 3 clusters Score -9475349 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -9475360.000000 Penalty: 5421.553223
	Iteration 20F: 3 clusters Score -9475360 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -9475393.000000 Penalty: 5421.553223
	Iteration 21Q: 3 clusters Score -9475393 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -9475424.000000 Penalty: 5421.553223
	Iteration 22Q: 3 clusters Score -9475424 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -9475425.000000 Penalty: 5421.553223
	Iteration 23Q: 3 clusters Score -9475425 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -9475525.000000 Penalty: 5421.553223
	Iteration 24Q: 3 clusters Score -9475525 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -9475594.000000 Penalty: 5421.553223
	Iteration 25Q: 3 clusters Score -9475594 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -9475639.000000 Penalty: 5421.553223
	Iteration 26Q: 3 clusters Score -9475639 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -9475686.000000 Penalty: 5421.553223
	Iteration 27Q: 3 clusters Score -9475686 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -9475817.000000 Penalty: 5421.553223
	Iteration 28Q: 3 clusters Score -9475817 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -9475979.000000 Penalty: 5421.553223
	Iteration 29Q: 3 clusters Score -9475979 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -9476085.000000 Penalty: 5421.553223
	Iteration 30Q: 3 clusters Score -9476085 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -9476261.000000 Penalty: 5421.553223
	Iteration 31Q: 3 clusters Score -9476261 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -9476588.000000 Penalty: 5421.553223
	Iteration 32Q: 3 clusters Score -9476588 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -9476920.000000 Penalty: 5421.553223
	Iteration 33Q: 3 clusters Score -9476920 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -9477414.000000 Penalty: 5421.553223
	Iteration 34Q: 3 clusters Score -9477414 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -9477974.000000 Penalty: 5421.553223
	Iteration 35Q: 3 clusters Score -9477974 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -9478595.000000 Penalty: 5421.553223
	Iteration 36Q: 3 clusters Score -9478595 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -9479340.000000 Penalty: 5421.553223
	Iteration 37Q: 3 clusters Score -9479340 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -9480063.000000 Penalty: 5421.553223
	Iteration 38Q: 3 clusters Score -9480063 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -9480747.000000 Penalty: 5421.553223
	Iteration 39Q: 3 clusters Score -9480747 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -9481365.000000 Penalty: 5421.553223
	Iteration 40F: 3 clusters Score -9481365 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -9481859.000000 Penalty: 5421.553223
	Iteration 41Q: 3 clusters Score -9481859 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -9482258.000000 Penalty: 5421.553223
	Iteration 42Q: 3 clusters Score -9482258 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -9482543.000000 Penalty: 5421.553223
	Iteration 43Q: 3 clusters Score -9482543 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -9482788.000000 Penalty: 5421.553223
	Iteration 44Q: 3 clusters Score -9482788 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -9482879.000000 Penalty: 5421.553223
	Iteration 45Q: 3 clusters Score -9482879 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -9483044.000000 Penalty: 5421.553223
	Iteration 46Q: 3 clusters Score -9483044 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -9483136.000000 Penalty: 5421.553223
	Iteration 47Q: 3 clusters Score -9483136 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -9483229.000000 Penalty: 5421.553223
	Iteration 48Q: 3 clusters Score -9483229 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -9483287.000000 Penalty: 5421.553223
	Iteration 49Q: 3 clusters Score -9483287 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -9483273.000000 Penalty: 5421.553223
	Iteration 50Q: 3 clusters Score -9483273 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -9483319.000000 Penalty: 5421.553223
	Iteration 51Q: 3 clusters Score -9483319 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -9483340.000000 Penalty: 5421.553223
	Iteration 52Q: 3 clusters Score -9483340 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -9483349.000000 Penalty: 5421.553223
	Iteration 53Q: 3 clusters Score -9483349 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -9483384.000000 Penalty: 5421.553223
	Iteration 54Q: 3 clusters Score -9483384 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -9483424.000000 Penalty: 5421.553223
	Iteration 55Q: 3 clusters Score -9483424 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -9483421.000000 Penalty: 5421.553223
	Iteration 56Q: 3 clusters Score -9483421 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -9483405.000000 Penalty: 5421.553223
	Iteration 57Q: 3 clusters Score -9483405 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -9483423.000000 Penalty: 5421.553223
	Iteration 58Q: 3 clusters Score -9483423 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -9483425.000000 Penalty: 5421.553223
	Iteration 59Q: 3 clusters Score -9483425 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -9483444.000000 Penalty: 5421.553223
	Iteration 60F: 3 clusters Score -9483444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -9483438.000000 Penalty: 5421.553223
	Iteration 61Q: 3 clusters Score -9483438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -9483437.000000 Penalty: 5421.553223
	Iteration 62Q: 3 clusters Score -9483437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -9483431.000000 Penalty: 5421.553223
	Iteration 63Q: 3 clusters Score -9483431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -9483440.000000 Penalty: 5421.553223
	Iteration 64Q: 3 clusters Score -9483440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -9483442.000000 Penalty: 5421.553223
	Iteration 65Q: 3 clusters Score -9483442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -9483440.000000 Penalty: 5421.553223
	Iteration 66Q: 3 clusters Score -9483440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -9483435.000000 Penalty: 5421.553223
	Iteration 67Q: 3 clusters Score -9483435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 49423 members 
Entering Unmasked Estep 
Score: -9483430.000000 Penalty: 5421.553223
	Iteration 68Q: 3 clusters Score -9483430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -9483426.000000 Penalty: 5421.553223
	Iteration 69Q: 3 clusters Score -9483426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -9483431.000000 Penalty: 5421.553223
	Iteration 70Q: 3 clusters Score -9483431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -9483445.000000 Penalty: 5421.553223
	Iteration 71Q: 3 clusters Score -9483445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -9483443.000000 Penalty: 5421.553223
	Iteration 72Q: 3 clusters Score -9483443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
Score: -9483441.000000 Penalty: 5421.553223
	Iteration 73Q: 3 clusters Score -9483441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -9483429.000000 Penalty: 5421.553223
	Iteration 74Q: 3 clusters Score -9483429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -9483439.000000 Penalty: 5421.553223
	Iteration 75Q: 3 clusters Score -9483439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -9483445.000000 Penalty: 5421.553223
	Iteration 76Q: 3 clusters Score -9483445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -9483442.000000 Penalty: 5421.553223
	Iteration 77Q: 3 clusters Score -9483442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -9483448.000000 Penalty: 5421.553223
	Iteration 78Q: 3 clusters Score -9483448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -9483451.000000 Penalty: 5421.553223
	Iteration 79Q: 3 clusters Score -9483451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -9483448.000000 Penalty: 5421.553223
	Iteration 80F: 3 clusters Score -9483448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -9483443.000000 Penalty: 5421.553223
	Iteration 81Q: 3 clusters Score -9483443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -9483448.000000 Penalty: 5421.553223
	Iteration 82Q: 3 clusters Score -9483448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -9483453.000000 Penalty: 5421.553223
	Iteration 83Q: 3 clusters Score -9483453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -9483450.000000 Penalty: 5421.553223
	Iteration 84Q: 3 clusters Score -9483450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -9483454.000000 Penalty: 5421.553223
	Iteration 85Q: 3 clusters Score -9483454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -9483454.000000 Penalty: 5421.553223
	Iteration 86Q: 3 clusters Score -9483454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -9483466.000000 Penalty: 5421.553223
	Iteration 87Q: 3 clusters Score -9483466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -9483471.000000 Penalty: 5421.553223
	Iteration 88Q: 3 clusters Score -9483471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -9483471.000000 Penalty: 5421.553223
	Iteration 89F: 3 clusters Score -9483471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 41885 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 57379 members 
Mstep: Class 5 contains 38723 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 3054 members 
Mstep: Class 9 contains 24858 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 16415 members 
Mstep: Class 12 contains 33699 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 11042 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53227 members 
Mstep: Class 18 contains 4229 members 
Mstep: Class 19 contains 13771 members 
Mstep: Class 20 contains 75181 members 
Mstep: Class 21 contains 29944 members 
Mstep: Class 22 contains 22450 members 
Mstep: Class 23 contains 3587 members 
Mstep: Class 24 contains 4452 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 10396 members 
Mstep: Class 27 contains 6339 members 
Mstep: Class 28 contains 12843 members 
Mstep: Class 29 contains 4839 members 
Mstep: Class 30 contains 7935 members 
Mstep: Class 31 contains 31292 members 
Mstep: Class 32 contains 10120 members 
Mstep: Class 33 contains 1664 members 
Mstep: Class 34 contains 59529 members 
Mstep: Class 35 contains 7213 members 
Mstep: Class 36 contains 5475 members 
Mstep: Class 37 contains 823 members 
Mstep: Class 38 contains 2197 members 
Mstep: Class 39 contains 49518 members 
Entering Unmasked Estep 
Score: -115014368.000000 Penalty: 130190.390625
Splitting cluster 27 changes total score from -115011544.000000 to -115014368.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 28 (12843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Entering Unmasked Estep 
Score: -2093754.250000 Penalty: 2346.217529
	Iteration 0F: 2 clusters Score -2093754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2084288.250000 Penalty: 4692.435059
	Iteration 0F: 3 clusters Score -2084288 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2087221.875000 Penalty: 4692.435059
	Iteration 1F: 3 clusters Score -2087222 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2087640.875000 Penalty: 4692.435059
	Iteration 2F: 3 clusters Score -2087641 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2088027.750000 Penalty: 4692.435059
	Iteration 3F: 3 clusters Score -2088028 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -2088424.000000 Penalty: 4692.435059
	Iteration 4Q: 3 clusters Score -2088424 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2088872.875000 Penalty: 4692.435059
	Iteration 5Q: 3 clusters Score -2088873 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2089350.375000 Penalty: 4692.435059
	Iteration 6Q: 3 clusters Score -2089350 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2089816.000000 Penalty: 4692.435059
	Iteration 7F: 3 clusters Score -2089816 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2090244.250000 Penalty: 4692.435059
	Iteration 8Q: 3 clusters Score -2090244 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2090558.250000 Penalty: 4692.435059
	Iteration 9Q: 3 clusters Score -2090558 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2090848.125000 Penalty: 4692.435059
	Iteration 10Q: 3 clusters Score -2090848 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2091083.375000 Penalty: 4692.435059
	Iteration 11Q: 3 clusters Score -2091083 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2091261.125000 Penalty: 4692.435059
	Iteration 12Q: 3 clusters Score -2091261 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2091404.375000 Penalty: 4692.435059
	Iteration 13Q: 3 clusters Score -2091404 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2091497.250000 Penalty: 4692.435059
	Iteration 14Q: 3 clusters Score -2091497 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2091556.375000 Penalty: 4692.435059
	Iteration 15Q: 3 clusters Score -2091556 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2091610.750000 Penalty: 4692.435059
	Iteration 16Q: 3 clusters Score -2091611 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2091636.625000 Penalty: 4692.435059
	Iteration 17Q: 3 clusters Score -2091637 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2091651.250000 Penalty: 4692.435059
	Iteration 18Q: 3 clusters Score -2091651 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2091667.000000 Penalty: 4692.435059
	Iteration 19Q: 3 clusters Score -2091667 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2091681.000000 Penalty: 4692.435059
	Iteration 20F: 3 clusters Score -2091681 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2091696.125000 Penalty: 4692.435059
	Iteration 21Q: 3 clusters Score -2091696 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2091703.875000 Penalty: 4692.435059
	Iteration 22Q: 3 clusters Score -2091704 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2091709.375000 Penalty: 4692.435059
	Iteration 23Q: 3 clusters Score -2091709 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2091719.875000 Penalty: 4692.435059
	Iteration 24Q: 3 clusters Score -2091720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2091731.750000 Penalty: 4692.435059
	Iteration 25Q: 3 clusters Score -2091732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2091738.000000 Penalty: 4692.435059
	Iteration 26Q: 3 clusters Score -2091738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2091748.125000 Penalty: 4692.435059
	Iteration 27Q: 3 clusters Score -2091748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2091753.625000 Penalty: 4692.435059
	Iteration 28Q: 3 clusters Score -2091754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2091764.000000 Penalty: 4692.435059
	Iteration 29Q: 3 clusters Score -2091764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2091765.000000 Penalty: 4692.435059
	Iteration 30Q: 3 clusters Score -2091765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2091768.250000 Penalty: 4692.435059
	Iteration 31Q: 3 clusters Score -2091768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2091777.750000 Penalty: 4692.435059
	Iteration 32Q: 3 clusters Score -2091778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2091775.375000 Penalty: 4692.435059
	Iteration 33Q: 3 clusters Score -2091775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2091778.750000 Penalty: 4692.435059
	Iteration 34Q: 3 clusters Score -2091779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2091783.250000 Penalty: 4692.435059
	Iteration 35Q: 3 clusters Score -2091783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2091781.375000 Penalty: 4692.435059
	Iteration 36Q: 3 clusters Score -2091781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2091783.625000 Penalty: 4692.435059
	Iteration 37Q: 3 clusters Score -2091784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2091786.000000 Penalty: 4692.435059
	Iteration 38Q: 3 clusters Score -2091786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2091787.375000 Penalty: 4692.435059
	Iteration 39Q: 3 clusters Score -2091787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2091788.000000 Penalty: 4692.435059
	Iteration 40F: 3 clusters Score -2091788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2091789.625000 Penalty: 4692.435059
	Iteration 41Q: 3 clusters Score -2091790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2091793.125000 Penalty: 4692.435059
	Iteration 42Q: 3 clusters Score -2091793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2091793.125000 Penalty: 4692.435059
	Iteration 43F: 3 clusters Score -2091793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Entering Unmasked Estep 
Score: -800578.687500 Penalty: 2104.146973
	Iteration 0F: 2 clusters Score -800578.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -796153.375000 Penalty: 4208.293945
	Iteration 0F: 3 clusters Score -796153.4 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -797263.187500 Penalty: 4208.293945
	Iteration 1F: 3 clusters Score -797263.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -797486.687500 Penalty: 4208.293945
	Iteration 2F: 3 clusters Score -797486.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -797662.937500 Penalty: 4208.293945
	Iteration 3F: 3 clusters Score -797662.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -797831.000000 Penalty: 4208.293945
	Iteration 4Q: 3 clusters Score -797831 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -797975.750000 Penalty: 4208.293945
	Iteration 5Q: 3 clusters Score -797975.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -798130.062500 Penalty: 4208.293945
	Iteration 6Q: 3 clusters Score -798130.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -798315.437500 Penalty: 4208.293945
	Iteration 7Q: 3 clusters Score -798315.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -798539.312500 Penalty: 4208.293945
	Iteration 8Q: 3 clusters Score -798539.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -798926.437500 Penalty: 4208.293945
	Iteration 9F: 3 clusters Score -798926.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -799486.750000 Penalty: 4208.293945
	Iteration 10F: 3 clusters Score -799486.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -800111.812500 Penalty: 4208.293945
	Iteration 11F: 3 clusters Score -800111.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -800668.937500 Penalty: 4208.293945
	Iteration 12F: 3 clusters Score -800668.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -801151.062500 Penalty: 4208.293945
	Iteration 13F: 3 clusters Score -801151.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -801413.937500 Penalty: 4208.293945
	Iteration 14Q: 3 clusters Score -801413.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -801527.375000 Penalty: 4208.293945
	Iteration 15Q: 3 clusters Score -801527.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -801604.062500 Penalty: 4208.293945
	Iteration 16Q: 3 clusters Score -801604.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -801662.562500 Penalty: 4208.293945
	Iteration 17Q: 3 clusters Score -801662.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -801714.187500 Penalty: 4208.293945
	Iteration 18Q: 3 clusters Score -801714.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -801741.937500 Penalty: 4208.293945
	Iteration 19Q: 3 clusters Score -801741.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -801769.125000 Penalty: 4208.293945
	Iteration 20F: 3 clusters Score -801769.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -801790.437500 Penalty: 4208.293945
	Iteration 21Q: 3 clusters Score -801790.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -801802.937500 Penalty: 4208.293945
	Iteration 22Q: 3 clusters Score -801802.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -801815.500000 Penalty: 4208.293945
	Iteration 23Q: 3 clusters Score -801815.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -801824.000000 Penalty: 4208.293945
	Iteration 24Q: 3 clusters Score -801824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -801829.625000 Penalty: 4208.293945
	Iteration 25Q: 3 clusters Score -801829.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -801840.125000 Penalty: 4208.293945
	Iteration 26Q: 3 clusters Score -801840.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -801847.687500 Penalty: 4208.293945
	Iteration 27Q: 3 clusters Score -801847.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -801853.687500 Penalty: 4208.293945
	Iteration 28Q: 3 clusters Score -801853.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -801864.625000 Penalty: 4208.293945
	Iteration 29Q: 3 clusters Score -801864.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -801870.187500 Penalty: 4208.293945
	Iteration 30Q: 3 clusters Score -801870.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -801877.437500 Penalty: 4208.293945
	Iteration 31Q: 3 clusters Score -801877.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -801882.312500 Penalty: 4208.293945
	Iteration 32Q: 3 clusters Score -801882.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -801883.812500 Penalty: 4208.293945
	Iteration 33Q: 3 clusters Score -801883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -801883.812500 Penalty: 4208.293945
	Iteration 34F: 3 clusters Score -801883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 41885 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 57379 members 
Mstep: Class 5 contains 38723 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 3054 members 
Mstep: Class 9 contains 24858 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 16415 members 
Mstep: Class 12 contains 33699 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 11042 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53227 members 
Mstep: Class 18 contains 4229 members 
Mstep: Class 19 contains 13771 members 
Mstep: Class 20 contains 75181 members 
Mstep: Class 21 contains 29944 members 
Mstep: Class 22 contains 22450 members 
Mstep: Class 23 contains 3587 members 
Mstep: Class 24 contains 4452 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 10396 members 
Mstep: Class 27 contains 6339 members 
Mstep: Class 28 contains 12843 members 
Mstep: Class 29 contains 2863 members 
Mstep: Class 30 contains 7935 members 
Mstep: Class 31 contains 31292 members 
Mstep: Class 32 contains 10120 members 
Mstep: Class 33 contains 1664 members 
Mstep: Class 34 contains 59529 members 
Mstep: Class 35 contains 7213 members 
Mstep: Class 36 contains 5475 members 
Mstep: Class 37 contains 823 members 
Mstep: Class 38 contains 2197 members 
Mstep: Class 39 contains 49518 members 
Mstep: Class 40 contains 1976 members 
Entering Unmasked Estep 
Score: -115014472.000000 Penalty: 133528.609375
Splitting cluster 29 changes total score from -115011544.000000 to -115014472.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 30 (7935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Entering Unmasked Estep 
Score: -1337510.125000 Penalty: 2226.801514
	Iteration 0F: 2 clusters Score -1337510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1331171.000000 Penalty: 4453.603027
	Iteration 0F: 3 clusters Score -1331171 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1333097.625000 Penalty: 4453.603027
	Iteration 1F: 3 clusters Score -1333098 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1333665.875000 Penalty: 4453.603027
	Iteration 2F: 3 clusters Score -1333666 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1334251.375000 Penalty: 4453.603027
	Iteration 3F: 3 clusters Score -1334251 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1335021.625000 Penalty: 4453.603027
	Iteration 4F: 3 clusters Score -1335022 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1335832.625000 Penalty: 4453.603027
	Iteration 5F: 3 clusters Score -1335833 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1336534.375000 Penalty: 4453.603027
	Iteration 6F: 3 clusters Score -1336534 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1336985.625000 Penalty: 4453.603027
	Iteration 7F: 3 clusters Score -1336986 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1337211.625000 Penalty: 4453.603027
	Iteration 8Q: 3 clusters Score -1337212 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1337333.875000 Penalty: 4453.603027
	Iteration 9Q: 3 clusters Score -1337334 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1337393.250000 Penalty: 4453.603027
	Iteration 10Q: 3 clusters Score -1337393 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1337421.500000 Penalty: 4453.603027
	Iteration 11Q: 3 clusters Score -1337422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1337439.500000 Penalty: 4453.603027
	Iteration 12Q: 3 clusters Score -1337440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1337455.625000 Penalty: 4453.603027
	Iteration 13Q: 3 clusters Score -1337456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1337467.250000 Penalty: 4453.603027
	Iteration 14Q: 3 clusters Score -1337467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1337468.375000 Penalty: 4453.603027
	Iteration 15Q: 3 clusters Score -1337468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1337473.625000 Penalty: 4453.603027
	Iteration 16Q: 3 clusters Score -1337474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1337476.500000 Penalty: 4453.603027
	Iteration 17Q: 3 clusters Score -1337476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1337476.875000 Penalty: 4453.603027
	Iteration 18Q: 3 clusters Score -1337477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1337477.750000 Penalty: 4453.603027
	Iteration 19Q: 3 clusters Score -1337478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1337479.250000 Penalty: 4453.603027
	Iteration 20F: 3 clusters Score -1337479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1337480.500000 Penalty: 4453.603027
	Iteration 21Q: 3 clusters Score -1337480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1337484.500000 Penalty: 4453.603027
	Iteration 22Q: 3 clusters Score -1337484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1337485.125000 Penalty: 4453.603027
	Iteration 23Q: 3 clusters Score -1337485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1337483.250000 Penalty: 4453.603027
	Iteration 24Q: 3 clusters Score -1337483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1337484.500000 Penalty: 4453.603027
	Iteration 25Q: 3 clusters Score -1337484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1337484.750000 Penalty: 4453.603027
	Iteration 26Q: 3 clusters Score -1337485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1337487.125000 Penalty: 4453.603027
	Iteration 27Q: 3 clusters Score -1337487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1337489.375000 Penalty: 4453.603027
	Iteration 28Q: 3 clusters Score -1337489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1337492.250000 Penalty: 4453.603027
	Iteration 29Q: 3 clusters Score -1337492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1337492.125000 Penalty: 4453.603027
	Iteration 30Q: 3 clusters Score -1337492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1337492.125000 Penalty: 4453.603027
	Iteration 31F: 3 clusters Score -1337492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (31292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Entering Unmasked Estep 
Score: -5272293.000000 Penalty: 2567.077393
	Iteration 0F: 2 clusters Score -5272293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -5250807.500000 Penalty: 5134.154785
	Iteration 0F: 3 clusters Score -5250808 nChanged 14142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -5258530.500000 Penalty: 5134.154785
	Iteration 1F: 3 clusters Score -5258530 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -5259203.000000 Penalty: 5134.154785
	Iteration 2F: 3 clusters Score -5259203 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -5259905.500000 Penalty: 5134.154785
	Iteration 3F: 3 clusters Score -5259906 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -5260724.000000 Penalty: 5134.154785
	Iteration 4F: 3 clusters Score -5260724 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -5261629.500000 Penalty: 5134.154785
	Iteration 5F: 3 clusters Score -5261630 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -5262518.500000 Penalty: 5134.154785
	Iteration 6F: 3 clusters Score -5262518 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -5263449.500000 Penalty: 5134.154785
	Iteration 7F: 3 clusters Score -5263450 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -5264461.500000 Penalty: 5134.154785
	Iteration 8F: 3 clusters Score -5264462 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -5265463.000000 Penalty: 5134.154785
	Iteration 9F: 3 clusters Score -5265463 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -5266317.500000 Penalty: 5134.154785
	Iteration 10Q: 3 clusters Score -5266318 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -5266990.500000 Penalty: 5134.154785
	Iteration 11Q: 3 clusters Score -5266990 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -5267386.000000 Penalty: 5134.154785
	Iteration 12Q: 3 clusters Score -5267386 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -5267665.000000 Penalty: 5134.154785
	Iteration 13Q: 3 clusters Score -5267665 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -5267908.500000 Penalty: 5134.154785
	Iteration 14Q: 3 clusters Score -5267908 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -5268136.500000 Penalty: 5134.154785
	Iteration 15Q: 3 clusters Score -5268136 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -5268262.000000 Penalty: 5134.154785
	Iteration 16Q: 3 clusters Score -5268262 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -5268373.500000 Penalty: 5134.154785
	Iteration 17Q: 3 clusters Score -5268374 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -5268465.500000 Penalty: 5134.154785
	Iteration 18Q: 3 clusters Score -5268466 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -5268582.000000 Penalty: 5134.154785
	Iteration 19Q: 3 clusters Score -5268582 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -5268672.000000 Penalty: 5134.154785
	Iteration 20F: 3 clusters Score -5268672 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -5268760.000000 Penalty: 5134.154785
	Iteration 21Q: 3 clusters Score -5268760 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -5268842.500000 Penalty: 5134.154785
	Iteration 22Q: 3 clusters Score -5268842 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -5268943.500000 Penalty: 5134.154785
	Iteration 23Q: 3 clusters Score -5268944 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -5269026.500000 Penalty: 5134.154785
	Iteration 24Q: 3 clusters Score -5269026 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -5269131.500000 Penalty: 5134.154785
	Iteration 25Q: 3 clusters Score -5269132 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -5269199.500000 Penalty: 5134.154785
	Iteration 26Q: 3 clusters Score -5269200 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -5269307.500000 Penalty: 5134.154785
	Iteration 27Q: 3 clusters Score -5269308 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -5269374.500000 Penalty: 5134.154785
	Iteration 28Q: 3 clusters Score -5269374 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -5269446.000000 Penalty: 5134.154785
	Iteration 29Q: 3 clusters Score -5269446 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -5269510.500000 Penalty: 5134.154785
	Iteration 30Q: 3 clusters Score -5269510 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -5269571.000000 Penalty: 5134.154785
	Iteration 31Q: 3 clusters Score -5269571 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -5269623.000000 Penalty: 5134.154785
	Iteration 32Q: 3 clusters Score -5269623 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -5269698.500000 Penalty: 5134.154785
	Iteration 33Q: 3 clusters Score -5269698 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -5269740.500000 Penalty: 5134.154785
	Iteration 34Q: 3 clusters Score -5269740 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -5269790.000000 Penalty: 5134.154785
	Iteration 35Q: 3 clusters Score -5269790 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -5269831.000000 Penalty: 5134.154785
	Iteration 36Q: 3 clusters Score -5269831 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -5269851.500000 Penalty: 5134.154785
	Iteration 37Q: 3 clusters Score -5269852 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -5269897.000000 Penalty: 5134.154785
	Iteration 38Q: 3 clusters Score -5269897 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -5269924.000000 Penalty: 5134.154785
	Iteration 39Q: 3 clusters Score -5269924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -5269934.500000 Penalty: 5134.154785
	Iteration 40F: 3 clusters Score -5269934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -5269949.000000 Penalty: 5134.154785
	Iteration 41Q: 3 clusters Score -5269949 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -5269962.500000 Penalty: 5134.154785
	Iteration 42Q: 3 clusters Score -5269962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -5269974.500000 Penalty: 5134.154785
	Iteration 43Q: 3 clusters Score -5269974 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -5269995.000000 Penalty: 5134.154785
	Iteration 44Q: 3 clusters Score -5269995 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -5270004.500000 Penalty: 5134.154785
	Iteration 45Q: 3 clusters Score -5270004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -5270007.500000 Penalty: 5134.154785
	Iteration 46Q: 3 clusters Score -5270008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -5270015.500000 Penalty: 5134.154785
	Iteration 47Q: 3 clusters Score -5270016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -5270019.000000 Penalty: 5134.154785
	Iteration 48Q: 3 clusters Score -5270019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -5270024.000000 Penalty: 5134.154785
	Iteration 49Q: 3 clusters Score -5270024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -5270031.000000 Penalty: 5134.154785
	Iteration 50Q: 3 clusters Score -5270031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -5270036.500000 Penalty: 5134.154785
	Iteration 51Q: 3 clusters Score -5270036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -5270040.000000 Penalty: 5134.154785
	Iteration 52Q: 3 clusters Score -5270040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -5270041.500000 Penalty: 5134.154785
	Iteration 53Q: 3 clusters Score -5270042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -5270046.000000 Penalty: 5134.154785
	Iteration 54Q: 3 clusters Score -5270046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -5270045.500000 Penalty: 5134.154785
	Iteration 55Q: 3 clusters Score -5270046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -5270047.500000 Penalty: 5134.154785
	Iteration 56Q: 3 clusters Score -5270048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -5270052.500000 Penalty: 5134.154785
	Iteration 57Q: 3 clusters Score -5270052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -5270053.500000 Penalty: 5134.154785
	Iteration 58Q: 3 clusters Score -5270054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -5270064.500000 Penalty: 5134.154785
	Iteration 59Q: 3 clusters Score -5270064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -5270063.500000 Penalty: 5134.154785
	Iteration 60F: 3 clusters Score -5270064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -5270063.000000 Penalty: 5134.154785
	Iteration 61Q: 3 clusters Score -5270063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -5270064.500000 Penalty: 5134.154785
	Iteration 62Q: 3 clusters Score -5270064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -5270071.500000 Penalty: 5134.154785
	Iteration 63Q: 3 clusters Score -5270072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -5270077.500000 Penalty: 5134.154785
	Iteration 64Q: 3 clusters Score -5270078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -5270067.500000 Penalty: 5134.154785
	Iteration 65Q: 3 clusters Score -5270068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -5270079.500000 Penalty: 5134.154785
	Iteration 66Q: 3 clusters Score -5270080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -5270083.000000 Penalty: 5134.154785
	Iteration 67Q: 3 clusters Score -5270083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -5270083.000000 Penalty: 5134.154785
	Iteration 68Q: 3 clusters Score -5270083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -5270079.000000 Penalty: 5134.154785
	Iteration 69Q: 3 clusters Score -5270079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -5270078.500000 Penalty: 5134.154785
	Iteration 70Q: 3 clusters Score -5270078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -5270083.000000 Penalty: 5134.154785
	Iteration 71Q: 3 clusters Score -5270083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -5270092.000000 Penalty: 5134.154785
	Iteration 72Q: 3 clusters Score -5270092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -5270094.000000 Penalty: 5134.154785
	Iteration 73Q: 3 clusters Score -5270094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -5270090.000000 Penalty: 5134.154785
	Iteration 74Q: 3 clusters Score -5270090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -5270094.000000 Penalty: 5134.154785
	Iteration 75Q: 3 clusters Score -5270094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -5270099.000000 Penalty: 5134.154785
	Iteration 76Q: 3 clusters Score -5270099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -5270101.000000 Penalty: 5134.154785
	Iteration 77Q: 3 clusters Score -5270101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -5270100.500000 Penalty: 5134.154785
	Iteration 78Q: 3 clusters Score -5270100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -5270098.500000 Penalty: 5134.154785
	Iteration 79Q: 3 clusters Score -5270098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -5270101.500000 Penalty: 5134.154785
	Iteration 80F: 3 clusters Score -5270102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -5270097.000000 Penalty: 5134.154785
	Iteration 81Q: 3 clusters Score -5270097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -5270102.500000 Penalty: 5134.154785
	Iteration 82Q: 3 clusters Score -5270102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -5270103.500000 Penalty: 5134.154785
	Iteration 83Q: 3 clusters Score -5270104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -5270103.500000 Penalty: 5134.154785
	Iteration 84Q: 3 clusters Score -5270104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -5270099.000000 Penalty: 5134.154785
	Iteration 85Q: 3 clusters Score -5270099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -5270105.500000 Penalty: 5134.154785
	Iteration 86Q: 3 clusters Score -5270106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -5270111.000000 Penalty: 5134.154785
	Iteration 87Q: 3 clusters Score -5270111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -5270109.000000 Penalty: 5134.154785
	Iteration 88Q: 3 clusters Score -5270109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -5270100.000000 Penalty: 5134.154785
	Iteration 89Q: 3 clusters Score -5270100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -5270105.500000 Penalty: 5134.154785
	Iteration 90Q: 3 clusters Score -5270106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -5270101.500000 Penalty: 5134.154785
	Iteration 91Q: 3 clusters Score -5270102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -5270103.000000 Penalty: 5134.154785
	Iteration 92Q: 3 clusters Score -5270103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -5270102.000000 Penalty: 5134.154785
	Iteration 93Q: 3 clusters Score -5270102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -5270105.500000 Penalty: 5134.154785
	Iteration 94Q: 3 clusters Score -5270106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -5270108.000000 Penalty: 5134.154785
	Iteration 95Q: 3 clusters Score -5270108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -5270108.000000 Penalty: 5134.154785
	Iteration 96F: 3 clusters Score -5270108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Entering Unmasked Estep 
Score: -1539699.375000 Penalty: 2287.122803
	Iteration 0F: 2 clusters Score -1539699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1531993.750000 Penalty: 4574.245605
	Iteration 0F: 3 clusters Score -1531994 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1534815.750000 Penalty: 4574.245605
	Iteration 1F: 3 clusters Score -1534816 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1535952.375000 Penalty: 4574.245605
	Iteration 2F: 3 clusters Score -1535952 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1537315.750000 Penalty: 4574.245605
	Iteration 3F: 3 clusters Score -1537316 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1538256.000000 Penalty: 4574.245605
	Iteration 4F: 3 clusters Score -1538256 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1538655.625000 Penalty: 4574.245605
	Iteration 5F: 3 clusters Score -1538656 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1538818.875000 Penalty: 4574.245605
	Iteration 6Q: 3 clusters Score -1538819 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1538892.000000 Penalty: 4574.245605
	Iteration 7Q: 3 clusters Score -1538892 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1538930.750000 Penalty: 4574.245605
	Iteration 8Q: 3 clusters Score -1538931 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1538956.875000 Penalty: 4574.245605
	Iteration 9Q: 3 clusters Score -1538957 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1538977.625000 Penalty: 4574.245605
	Iteration 10Q: 3 clusters Score -1538978 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1538996.500000 Penalty: 4574.245605
	Iteration 11Q: 3 clusters Score -1538996 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1539005.750000 Penalty: 4574.245605
	Iteration 12Q: 3 clusters Score -1539006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1539014.750000 Penalty: 4574.245605
	Iteration 13Q: 3 clusters Score -1539015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1539021.000000 Penalty: 4574.245605
	Iteration 14Q: 3 clusters Score -1539021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1539021.750000 Penalty: 4574.245605
	Iteration 15Q: 3 clusters Score -1539022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1539024.500000 Penalty: 4574.245605
	Iteration 16Q: 3 clusters Score -1539024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1539023.125000 Penalty: 4574.245605
	Iteration 17Q: 3 clusters Score -1539023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1539030.000000 Penalty: 4574.245605
	Iteration 18Q: 3 clusters Score -1539030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1539033.250000 Penalty: 4574.245605
	Iteration 19Q: 3 clusters Score -1539033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1539037.500000 Penalty: 4574.245605
	Iteration 20F: 3 clusters Score -1539038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1539040.750000 Penalty: 4574.245605
	Iteration 21Q: 3 clusters Score -1539041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1539045.375000 Penalty: 4574.245605
	Iteration 22Q: 3 clusters Score -1539045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1539042.875000 Penalty: 4574.245605
	Iteration 23Q: 3 clusters Score -1539043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1539049.625000 Penalty: 4574.245605
	Iteration 24Q: 3 clusters Score -1539050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1539050.625000 Penalty: 4574.245605
	Iteration 25Q: 3 clusters Score -1539051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1539049.500000 Penalty: 4574.245605
	Iteration 26Q: 3 clusters Score -1539050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1539046.750000 Penalty: 4574.245605
	Iteration 27Q: 3 clusters Score -1539047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1539049.000000 Penalty: 4574.245605
	Iteration 28Q: 3 clusters Score -1539049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1539051.500000 Penalty: 4574.245605
	Iteration 29Q: 3 clusters Score -1539052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1539052.250000 Penalty: 4574.245605
	Iteration 30Q: 3 clusters Score -1539052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1539051.250000 Penalty: 4574.245605
	Iteration 31Q: 3 clusters Score -1539051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1539052.375000 Penalty: 4574.245605
	Iteration 32Q: 3 clusters Score -1539052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1539052.750000 Penalty: 4574.245605
	Iteration 33Q: 3 clusters Score -1539053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1539051.375000 Penalty: 4574.245605
	Iteration 34Q: 3 clusters Score -1539051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1539055.125000 Penalty: 4574.245605
	Iteration 35Q: 3 clusters Score -1539055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1539053.875000 Penalty: 4574.245605
	Iteration 36Q: 3 clusters Score -1539054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1539052.750000 Penalty: 4574.245605
	Iteration 37Q: 3 clusters Score -1539053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1539054.500000 Penalty: 4574.245605
	Iteration 38Q: 3 clusters Score -1539054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1539054.500000 Penalty: 4574.245605
	Iteration 39Q: 3 clusters Score -1539054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1539055.000000 Penalty: 4574.245605
	Iteration 40F: 3 clusters Score -1539055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1539054.000000 Penalty: 4574.245605
	Iteration 41Q: 3 clusters Score -1539054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1539054.000000 Penalty: 4574.245605
	Iteration 42F: 3 clusters Score -1539054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Entering Unmasked Estep 
Score: -273757.687500 Penalty: 1839.411011
	Iteration 0F: 2 clusters Score -273757.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -271373.468750 Penalty: 3678.822021
	Iteration 0F: 3 clusters Score -271373.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -271764.718750 Penalty: 3678.822021
	Iteration 1F: 3 clusters Score -271764.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -271907.718750 Penalty: 3678.822021
	Iteration 2F: 3 clusters Score -271907.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -271996.406250 Penalty: 3678.822021
	Iteration 3F: 3 clusters Score -271996.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -272081.562500 Penalty: 3678.822021
	Iteration 4Q: 3 clusters Score -272081.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -272179.218750 Penalty: 3678.822021
	Iteration 5Q: 3 clusters Score -272179.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -272283.625000 Penalty: 3678.822021
	Iteration 6Q: 3 clusters Score -272283.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -272393.062500 Penalty: 3678.822021
	Iteration 7Q: 3 clusters Score -272393.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -272518.125000 Penalty: 3678.822021
	Iteration 8Q: 3 clusters Score -272518.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -272607.937500 Penalty: 3678.822021
	Iteration 9Q: 3 clusters Score -272607.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -272679.156250 Penalty: 3678.822021
	Iteration 10Q: 3 clusters Score -272679.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -272743.000000 Penalty: 3678.822021
	Iteration 11Q: 3 clusters Score -272743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -272788.062500 Penalty: 3678.822021
	Iteration 12Q: 3 clusters Score -272788.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -272810.156250 Penalty: 3678.822021
	Iteration 13Q: 3 clusters Score -272810.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -272822.406250 Penalty: 3678.822021
	Iteration 14Q: 3 clusters Score -272822.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -272833.906250 Penalty: 3678.822021
	Iteration 15Q: 3 clusters Score -272833.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -272843.718750 Penalty: 3678.822021
	Iteration 16Q: 3 clusters Score -272843.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -272853.593750 Penalty: 3678.822021
	Iteration 17Q: 3 clusters Score -272853.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -272864.312500 Penalty: 3678.822021
	Iteration 18Q: 3 clusters Score -272864.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -272873.343750 Penalty: 3678.822021
	Iteration 19Q: 3 clusters Score -272873.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -272881.906250 Penalty: 3678.822021
	Iteration 20F: 3 clusters Score -272881.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -272889.562500 Penalty: 3678.822021
	Iteration 21Q: 3 clusters Score -272889.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -272893.500000 Penalty: 3678.822021
	Iteration 22Q: 3 clusters Score -272893.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -272908.312500 Penalty: 3678.822021
	Iteration 23Q: 3 clusters Score -272908.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -272913.000000 Penalty: 3678.822021
	Iteration 24Q: 3 clusters Score -272913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -272917.375000 Penalty: 3678.822021
	Iteration 25Q: 3 clusters Score -272917.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -272919.531250 Penalty: 3678.822021
	Iteration 26Q: 3 clusters Score -272919.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -272921.031250 Penalty: 3678.822021
	Iteration 27Q: 3 clusters Score -272921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -272925.406250 Penalty: 3678.822021
	Iteration 28Q: 3 clusters Score -272925.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -272927.625000 Penalty: 3678.822021
	Iteration 29Q: 3 clusters Score -272927.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -272929.125000 Penalty: 3678.822021
	Iteration 30Q: 3 clusters Score -272929.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -272929.125000 Penalty: 3678.822021
	Iteration 31F: 3 clusters Score -272929.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (59529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59529 members 
Entering Unmasked Estep 
Score: -9986048.000000 Penalty: 2726.566162
	Iteration 0F: 2 clusters Score -9986048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -9946688.000000 Penalty: 5453.132324
	Iteration 0F: 3 clusters Score -9946688 nChanged 27456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -9961767.000000 Penalty: 5453.132324
	Iteration 1F: 3 clusters Score -9961767 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -9962400.000000 Penalty: 5453.132324
	Iteration 2Q: 3 clusters Score -9962400 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -9963092.000000 Penalty: 5453.132324
	Iteration 3Q: 3 clusters Score -9963092 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -9964011.000000 Penalty: 5453.132324
	Iteration 4Q: 3 clusters Score -9964011 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -9965454.000000 Penalty: 5453.132324
	Iteration 5Q: 3 clusters Score -9965454 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -9967722.000000 Penalty: 5453.132324
	Iteration 6F: 3 clusters Score -9967722 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -9971235.000000 Penalty: 5453.132324
	Iteration 7F: 3 clusters Score -9971235 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -9975568.000000 Penalty: 5453.132324
	Iteration 8F: 3 clusters Score -9975568 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -9979300.000000 Penalty: 5453.132324
	Iteration 9F: 3 clusters Score -9979300 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 56745 members 
Entering Unmasked Estep 
Score: -9981719.000000 Penalty: 5453.132324
	Iteration 10Q: 3 clusters Score -9981719 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 58019 members 
Entering Unmasked Estep 
Score: -9982839.000000 Penalty: 5453.132324
	Iteration 11Q: 3 clusters Score -9982839 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 58547 members 
Entering Unmasked Estep 
Score: -9983331.000000 Penalty: 5453.132324
	Iteration 12Q: 3 clusters Score -9983331 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 58780 members 
Entering Unmasked Estep 
Score: -9983577.000000 Penalty: 5453.132324
	Iteration 13Q: 3 clusters Score -9983577 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -9983661.000000 Penalty: 5453.132324
	Iteration 14Q: 3 clusters Score -9983661 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -9983737.000000 Penalty: 5453.132324
	Iteration 15Q: 3 clusters Score -9983737 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 58972 members 
Entering Unmasked Estep 
Score: -9983780.000000 Penalty: 5453.132324
	Iteration 16Q: 3 clusters Score -9983780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 58993 members 
Entering Unmasked Estep 
Score: -9983835.000000 Penalty: 5453.132324
	Iteration 17Q: 3 clusters Score -9983835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -9983867.000000 Penalty: 5453.132324
	Iteration 18Q: 3 clusters Score -9983867 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -9983889.000000 Penalty: 5453.132324
	Iteration 19Q: 3 clusters Score -9983889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 59030 members 
Entering Unmasked Estep 
Score: -9983925.000000 Penalty: 5453.132324
	Iteration 20F: 3 clusters Score -9983925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -9983939.000000 Penalty: 5453.132324
	Iteration 21Q: 3 clusters Score -9983939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 59039 members 
Entering Unmasked Estep 
Score: -9983920.000000 Penalty: 5453.132324
	Iteration 22Q: 3 clusters Score -9983920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -9983925.000000 Penalty: 5453.132324
	Iteration 23Q: 3 clusters Score -9983925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -9983921.000000 Penalty: 5453.132324
	Iteration 24Q: 3 clusters Score -9983921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -9983931.000000 Penalty: 5453.132324
	Iteration 25Q: 3 clusters Score -9983931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 59046 members 
Entering Unmasked Estep 
Score: -9983931.000000 Penalty: 5453.132324
	Iteration 26Q: 3 clusters Score -9983931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 59048 members 
Entering Unmasked Estep 
Score: -9983925.000000 Penalty: 5453.132324
	Iteration 27Q: 3 clusters Score -9983925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -9983929.000000 Penalty: 5453.132324
	Iteration 28Q: 3 clusters Score -9983929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -9983942.000000 Penalty: 5453.132324
	Iteration 29Q: 3 clusters Score -9983942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -9983942.000000 Penalty: 5453.132324
	Iteration 30F: 3 clusters Score -9983942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 41885 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 57379 members 
Mstep: Class 5 contains 38723 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 3054 members 
Mstep: Class 9 contains 24858 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 16415 members 
Mstep: Class 12 contains 33699 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 11042 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 53227 members 
Mstep: Class 18 contains 4229 members 
Mstep: Class 19 contains 13771 members 
Mstep: Class 20 contains 75181 members 
Mstep: Class 21 contains 29944 members 
Mstep: Class 22 contains 22450 members 
Mstep: Class 23 contains 3587 members 
Mstep: Class 24 contains 4452 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 10396 members 
Mstep: Class 27 contains 6339 members 
Mstep: Class 28 contains 12843 members 
Mstep: Class 29 contains 2863 members 
Mstep: Class 30 contains 7935 members 
Mstep: Class 31 contains 31292 members 
Mstep: Class 32 contains 10120 members 
Mstep: Class 33 contains 1664 members 
Mstep: Class 34 contains 59529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115016240.000000 Penalty: 133528.609375
Iteration 79Q: 41 clusters Score -1.150162e+08 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 41815 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 57871 members 
Mstep: Class 5 contains 38694 members 
Mstep: Class 6 contains 4633 members 
Mstep: Class 7 contains 8105 members 
Mstep: Class 8 contains 3073 members 
Mstep: Class 9 contains 24965 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 16204 members 
Mstep: Class 12 contains 33801 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 11116 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 1133 members 
Mstep: Class 17 contains 53535 members 
Mstep: Class 18 contains 4286 members 
Mstep: Class 19 contains 13775 members 
Mstep: Class 20 contains 75249 members 
Mstep: Class 21 contains 30007 members 
Mstep: Class 22 contains 22425 members 
Mstep: Class 23 contains 3718 members 
Mstep: Class 24 contains 4456 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 10677 members 
Mstep: Class 27 contains 6339 members 
Mstep: Class 28 contains 12844 members 
Mstep: Class 29 contains 2854 members 
Mstep: Class 30 contains 7944 members 
Mstep: Class 31 contains 30804 members 
Mstep: Class 32 contains 10268 members 
Mstep: Class 33 contains 1663 members 
Mstep: Class 34 contains 59482 members 
Mstep: Class 35 contains 7004 members 
Mstep: Class 36 contains 5140 members 
Mstep: Class 37 contains 822 members 
Mstep: Class 38 contains 2174 members 
Mstep: Class 39 contains 49434 members 
Mstep: Class 40 contains 1863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115018784.000000 Penalty: 133528.609375
Iteration 80F: 41 clusters Score -1.150188e+08 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 40871 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 58337 members 
Mstep: Class 5 contains 38436 members 
Mstep: Class 6 contains 4652 members 
Mstep: Class 7 contains 8063 members 
Mstep: Class 8 contains 3082 members 
Mstep: Class 9 contains 25084 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 11 contains 15996 members 
Mstep: Class 12 contains 33927 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 14 contains 10987 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 53860 members 
Mstep: Class 18 contains 4347 members 
Mstep: Class 19 contains 13770 members 
Mstep: Class 20 contains 75165 members 
Mstep: Class 21 contains 30013 members 
Mstep: Class 22 contains 22123 members 
Mstep: Class 23 contains 3752 members 
Mstep: Class 24 contains 4457 members 
Mstep: Class 25 contains 515 members 
Mstep: Class 26 contains 10845 members 
Mstep: Class 27 contains 6340 members 
Mstep: Class 28 contains 12694 members 
Mstep: Class 29 contains 2852 members 
Mstep: Class 30 contains 7762 members 
Mstep: Class 31 contains 30347 members 
Mstep: Class 32 contains 10095 members 
Mstep: Class 33 contains 1664 members 
Mstep: Class 34 contains 59373 members 
Mstep: Class 35 contains 8012 members 
Mstep: Class 36 contains 5293 members 
Mstep: Class 37 contains 832 members 
Mstep: Class 38 contains 2256 members 
Mstep: Class 39 contains 50530 members 
Mstep: Class 40 contains 1899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115020376.000000 Penalty: 133528.609375
Iteration 81Q: 41 clusters Score -1.150204e+08 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 40235 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 58759 members 
Mstep: Class 5 contains 38317 members 
Mstep: Class 6 contains 4679 members 
Mstep: Class 7 contains 8014 members 
Mstep: Class 8 contains 3089 members 
Mstep: Class 9 contains 25198 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 15824 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 14 contains 10871 members 
Mstep: Class 15 contains 3073 members 
Mstep: Class 16 contains 1128 members 
Mstep: Class 17 contains 54174 members 
Mstep: Class 18 contains 4414 members 
Mstep: Class 19 contains 13774 members 
Mstep: Class 20 contains 75094 members 
Mstep: Class 21 contains 29992 members 
Mstep: Class 22 contains 21939 members 
Mstep: Class 23 contains 3803 members 
Mstep: Class 24 contains 4457 members 
Mstep: Class 25 contains 516 members 
Mstep: Class 26 contains 10970 members 
Mstep: Class 27 contains 6362 members 
Mstep: Class 28 contains 12600 members 
Mstep: Class 29 contains 2861 members 
Mstep: Class 30 contains 7625 members 
Mstep: Class 31 contains 29877 members 
Mstep: Class 32 contains 10058 members 
Mstep: Class 33 contains 1665 members 
Mstep: Class 34 contains 59261 members 
Mstep: Class 35 contains 8683 members 
Mstep: Class 36 contains 5327 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2282 members 
Mstep: Class 39 contains 51263 members 
Mstep: Class 40 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115021424.000000 Penalty: 133528.609375
Iteration 82Q: 41 clusters Score -1.150214e+08 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 39753 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 59157 members 
Mstep: Class 5 contains 38212 members 
Mstep: Class 6 contains 4704 members 
Mstep: Class 7 contains 7996 members 
Mstep: Class 8 contains 3091 members 
Mstep: Class 9 contains 25306 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 15643 members 
Mstep: Class 12 contains 34126 members 
Mstep: Class 13 contains 3628 members 
Mstep: Class 14 contains 10799 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 54476 members 
Mstep: Class 18 contains 4485 members 
Mstep: Class 19 contains 13780 members 
Mstep: Class 20 contains 75061 members 
Mstep: Class 21 contains 29967 members 
Mstep: Class 22 contains 21832 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 4455 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11062 members 
Mstep: Class 27 contains 6394 members 
Mstep: Class 28 contains 12558 members 
Mstep: Class 29 contains 2869 members 
Mstep: Class 30 contains 7507 members 
Mstep: Class 31 contains 29432 members 
Mstep: Class 32 contains 10074 members 
Mstep: Class 33 contains 1663 members 
Mstep: Class 34 contains 59158 members 
Mstep: Class 35 contains 9182 members 
Mstep: Class 36 contains 5295 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2298 members 
Mstep: Class 39 contains 51735 members 
Mstep: Class 40 contains 1905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115022040.000000 Penalty: 133528.609375
Iteration 83Q: 41 clusters Score -1.15022e+08 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 39387 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 59502 members 
Mstep: Class 5 contains 38139 members 
Mstep: Class 6 contains 4730 members 
Mstep: Class 7 contains 7965 members 
Mstep: Class 8 contains 3093 members 
Mstep: Class 9 contains 25417 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 15489 members 
Mstep: Class 12 contains 34215 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10736 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 54797 members 
Mstep: Class 18 contains 4573 members 
Mstep: Class 19 contains 13789 members 
Mstep: Class 20 contains 75001 members 
Mstep: Class 21 contains 29955 members 
Mstep: Class 22 contains 21784 members 
Mstep: Class 23 contains 3904 members 
Mstep: Class 24 contains 4453 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11117 members 
Mstep: Class 27 contains 6424 members 
Mstep: Class 28 contains 12520 members 
Mstep: Class 29 contains 2871 members 
Mstep: Class 30 contains 7432 members 
Mstep: Class 31 contains 28979 members 
Mstep: Class 32 contains 10086 members 
Mstep: Class 33 contains 1658 members 
Mstep: Class 34 contains 59092 members 
Mstep: Class 35 contains 9521 members 
Mstep: Class 36 contains 5268 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2315 members 
Mstep: Class 39 contains 52065 members 
Mstep: Class 40 contains 1900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115022080.000000 Penalty: 133528.609375
Iteration 84Q: 41 clusters Score -1.150221e+08 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 39103 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 59847 members 
Mstep: Class 5 contains 38071 members 
Mstep: Class 6 contains 4765 members 
Mstep: Class 7 contains 7939 members 
Mstep: Class 8 contains 3096 members 
Mstep: Class 9 contains 25536 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 15342 members 
Mstep: Class 12 contains 34290 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10681 members 
Mstep: Class 15 contains 3089 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 55129 members 
Mstep: Class 18 contains 4656 members 
Mstep: Class 19 contains 13795 members 
Mstep: Class 20 contains 74939 members 
Mstep: Class 21 contains 29929 members 
Mstep: Class 22 contains 21740 members 
Mstep: Class 23 contains 3962 members 
Mstep: Class 24 contains 4448 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11186 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 12495 members 
Mstep: Class 29 contains 2869 members 
Mstep: Class 30 contains 7362 members 
Mstep: Class 31 contains 28503 members 
Mstep: Class 32 contains 10124 members 
Mstep: Class 33 contains 1654 members 
Mstep: Class 34 contains 59030 members 
Mstep: Class 35 contains 9783 members 
Mstep: Class 36 contains 5224 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2327 members 
Mstep: Class 39 contains 52297 members 
Mstep: Class 40 contains 1905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115022184.000000 Penalty: 133528.609375
Iteration 85Q: 41 clusters Score -1.150222e+08 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 38892 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 60154 members 
Mstep: Class 5 contains 38030 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 7914 members 
Mstep: Class 8 contains 3099 members 
Mstep: Class 9 contains 25656 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 15196 members 
Mstep: Class 12 contains 34355 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10632 members 
Mstep: Class 15 contains 3103 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 55557 members 
Mstep: Class 18 contains 4709 members 
Mstep: Class 19 contains 13806 members 
Mstep: Class 20 contains 74898 members 
Mstep: Class 21 contains 29907 members 
Mstep: Class 22 contains 21720 members 
Mstep: Class 23 contains 4019 members 
Mstep: Class 24 contains 4449 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11251 members 
Mstep: Class 27 contains 6492 members 
Mstep: Class 28 contains 12471 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 7293 members 
Mstep: Class 31 contains 27992 members 
Mstep: Class 32 contains 10145 members 
Mstep: Class 33 contains 1643 members 
Mstep: Class 34 contains 58951 members 
Mstep: Class 35 contains 10012 members 
Mstep: Class 36 contains 5172 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2330 members 
Mstep: Class 39 contains 52458 members 
Mstep: Class 40 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115022792.000000 Penalty: 133528.609375
Iteration 86Q: 41 clusters Score -1.150228e+08 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 38717 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 60406 members 
Mstep: Class 5 contains 37970 members 
Mstep: Class 6 contains 4811 members 
Mstep: Class 7 contains 7896 members 
Mstep: Class 8 contains 3101 members 
Mstep: Class 9 contains 25746 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 15066 members 
Mstep: Class 12 contains 34411 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10584 members 
Mstep: Class 15 contains 3119 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 56026 members 
Mstep: Class 18 contains 4768 members 
Mstep: Class 19 contains 13818 members 
Mstep: Class 20 contains 74881 members 
Mstep: Class 21 contains 29874 members 
Mstep: Class 22 contains 21691 members 
Mstep: Class 23 contains 4085 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11304 members 
Mstep: Class 27 contains 6518 members 
Mstep: Class 28 contains 12457 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 7240 members 
Mstep: Class 31 contains 27475 members 
Mstep: Class 32 contains 10153 members 
Mstep: Class 33 contains 1632 members 
Mstep: Class 34 contains 58915 members 
Mstep: Class 35 contains 10189 members 
Mstep: Class 36 contains 5122 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2336 members 
Mstep: Class 39 contains 52595 members 
Mstep: Class 40 contains 1920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115023424.000000 Penalty: 133528.609375
Iteration 87Q: 41 clusters Score -1.150234e+08 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 38537 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 60680 members 
Mstep: Class 5 contains 37902 members 
Mstep: Class 6 contains 4828 members 
Mstep: Class 7 contains 7885 members 
Mstep: Class 8 contains 3106 members 
Mstep: Class 9 contains 25822 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 14957 members 
Mstep: Class 12 contains 34467 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10547 members 
Mstep: Class 15 contains 3130 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 56489 members 
Mstep: Class 18 contains 4816 members 
Mstep: Class 19 contains 13826 members 
Mstep: Class 20 contains 74886 members 
Mstep: Class 21 contains 29857 members 
Mstep: Class 22 contains 21658 members 
Mstep: Class 23 contains 4150 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11347 members 
Mstep: Class 27 contains 6547 members 
Mstep: Class 28 contains 12440 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 7182 members 
Mstep: Class 31 contains 26960 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 1624 members 
Mstep: Class 34 contains 58874 members 
Mstep: Class 35 contains 10366 members 
Mstep: Class 36 contains 5071 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2336 members 
Mstep: Class 39 contains 52693 members 
Mstep: Class 40 contains 1928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115023736.000000 Penalty: 133528.609375
Iteration 88Q: 41 clusters Score -1.150237e+08 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 38419 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 60931 members 
Mstep: Class 5 contains 37825 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 7874 members 
Mstep: Class 8 contains 3110 members 
Mstep: Class 9 contains 25891 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 14853 members 
Mstep: Class 12 contains 34526 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10524 members 
Mstep: Class 15 contains 3139 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 56950 members 
Mstep: Class 18 contains 4854 members 
Mstep: Class 19 contains 13833 members 
Mstep: Class 20 contains 74892 members 
Mstep: Class 21 contains 29845 members 
Mstep: Class 22 contains 21661 members 
Mstep: Class 23 contains 4206 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11383 members 
Mstep: Class 27 contains 6578 members 
Mstep: Class 28 contains 12436 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 7136 members 
Mstep: Class 31 contains 26468 members 
Mstep: Class 32 contains 10198 members 
Mstep: Class 33 contains 1614 members 
Mstep: Class 34 contains 58847 members 
Mstep: Class 35 contains 10513 members 
Mstep: Class 36 contains 5020 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2337 members 
Mstep: Class 39 contains 52757 members 
Mstep: Class 40 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115023728.000000 Penalty: 133528.609375
Iteration 89Q: 41 clusters Score -1.150237e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 38319 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 61137 members 
Mstep: Class 5 contains 37774 members 
Mstep: Class 6 contains 4860 members 
Mstep: Class 7 contains 7862 members 
Mstep: Class 8 contains 3115 members 
Mstep: Class 9 contains 25952 members 
Mstep: Class 10 contains 554 members 
Mstep: Class 11 contains 14765 members 
Mstep: Class 12 contains 34568 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10508 members 
Mstep: Class 15 contains 3155 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 57425 members 
Mstep: Class 18 contains 4888 members 
Mstep: Class 19 contains 13847 members 
Mstep: Class 20 contains 74892 members 
Mstep: Class 21 contains 29841 members 
Mstep: Class 22 contains 21661 members 
Mstep: Class 23 contains 4258 members 
Mstep: Class 24 contains 4450 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11410 members 
Mstep: Class 27 contains 6616 members 
Mstep: Class 28 contains 12434 members 
Mstep: Class 29 contains 2873 members 
Mstep: Class 30 contains 7077 members 
Mstep: Class 31 contains 25998 members 
Mstep: Class 32 contains 10217 members 
Mstep: Class 33 contains 1603 members 
Mstep: Class 34 contains 58832 members 
Mstep: Class 35 contains 10618 members 
Mstep: Class 36 contains 4984 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2340 members 
Mstep: Class 39 contains 52791 members 
Mstep: Class 40 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115023976.000000 Penalty: 133528.609375
Iteration 90Q: 41 clusters Score -1.15024e+08 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 38210 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 61337 members 
Mstep: Class 5 contains 37729 members 
Mstep: Class 6 contains 4878 members 
Mstep: Class 7 contains 7846 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 26011 members 
Mstep: Class 10 contains 553 members 
Mstep: Class 11 contains 14675 members 
Mstep: Class 12 contains 34596 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10493 members 
Mstep: Class 15 contains 3170 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 57934 members 
Mstep: Class 18 contains 4924 members 
Mstep: Class 19 contains 13866 members 
Mstep: Class 20 contains 74894 members 
Mstep: Class 21 contains 29834 members 
Mstep: Class 22 contains 21665 members 
Mstep: Class 23 contains 4309 members 
Mstep: Class 24 contains 4449 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11459 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 12435 members 
Mstep: Class 29 contains 2873 members 
Mstep: Class 30 contains 7029 members 
Mstep: Class 31 contains 25503 members 
Mstep: Class 32 contains 10230 members 
Mstep: Class 33 contains 1590 members 
Mstep: Class 34 contains 58820 members 
Mstep: Class 35 contains 10715 members 
Mstep: Class 36 contains 4942 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2344 members 
Mstep: Class 39 contains 52837 members 
Mstep: Class 40 contains 1943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115024144.000000 Penalty: 133528.609375
Iteration 91Q: 41 clusters Score -1.150241e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 38085 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 61513 members 
Mstep: Class 5 contains 37692 members 
Mstep: Class 6 contains 4897 members 
Mstep: Class 7 contains 7839 members 
Mstep: Class 8 contains 3121 members 
Mstep: Class 9 contains 26065 members 
Mstep: Class 10 contains 554 members 
Mstep: Class 11 contains 14621 members 
Mstep: Class 12 contains 34613 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10479 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 58438 members 
Mstep: Class 18 contains 4956 members 
Mstep: Class 19 contains 13873 members 
Mstep: Class 20 contains 74905 members 
Mstep: Class 21 contains 29828 members 
Mstep: Class 22 contains 21696 members 
Mstep: Class 23 contains 4356 members 
Mstep: Class 24 contains 4449 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11490 members 
Mstep: Class 27 contains 6686 members 
Mstep: Class 28 contains 12427 members 
Mstep: Class 29 contains 2873 members 
Mstep: Class 30 contains 6978 members 
Mstep: Class 31 contains 25018 members 
Mstep: Class 32 contains 10248 members 
Mstep: Class 33 contains 1579 members 
Mstep: Class 34 contains 58830 members 
Mstep: Class 35 contains 10789 members 
Mstep: Class 36 contains 4896 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2348 members 
Mstep: Class 39 contains 52858 members 
Mstep: Class 40 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115023816.000000 Penalty: 133528.609375
Iteration 92Q: 41 clusters Score -1.150238e+08 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 38030 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 61723 members 
Mstep: Class 5 contains 37650 members 
Mstep: Class 6 contains 4903 members 
Mstep: Class 7 contains 7834 members 
Mstep: Class 8 contains 3122 members 
Mstep: Class 9 contains 26128 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 14563 members 
Mstep: Class 12 contains 34628 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 14 contains 10476 members 
Mstep: Class 15 contains 3200 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 58886 members 
Mstep: Class 18 contains 4987 members 
Mstep: Class 19 contains 13882 members 
Mstep: Class 20 contains 74909 members 
Mstep: Class 21 contains 29814 members 
Mstep: Class 22 contains 21701 members 
Mstep: Class 23 contains 4390 members 
Mstep: Class 24 contains 4449 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11521 members 
Mstep: Class 27 contains 6719 members 
Mstep: Class 28 contains 12418 members 
Mstep: Class 29 contains 2873 members 
Mstep: Class 30 contains 6932 members 
Mstep: Class 31 contains 24529 members 
Mstep: Class 32 contains 10274 members 
Mstep: Class 33 contains 1570 members 
Mstep: Class 34 contains 58819 members 
Mstep: Class 35 contains 10868 members 
Mstep: Class 36 contains 4842 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2352 members 
Mstep: Class 39 contains 52865 members 
Mstep: Class 40 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115024040.000000 Penalty: 133528.609375
Iteration 93Q: 41 clusters Score -1.15024e+08 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 37989 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 61904 members 
Mstep: Class 5 contains 37607 members 
Mstep: Class 6 contains 4921 members 
Mstep: Class 7 contains 7828 members 
Mstep: Class 8 contains 3123 members 
Mstep: Class 9 contains 26195 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 14508 members 
Mstep: Class 12 contains 34635 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 14 contains 10473 members 
Mstep: Class 15 contains 3223 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 59335 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 13889 members 
Mstep: Class 20 contains 74898 members 
Mstep: Class 21 contains 29805 members 
Mstep: Class 22 contains 21697 members 
Mstep: Class 23 contains 4427 members 
Mstep: Class 24 contains 4449 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11556 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 12423 members 
Mstep: Class 29 contains 2873 members 
Mstep: Class 30 contains 6878 members 
Mstep: Class 31 contains 24066 members 
Mstep: Class 32 contains 10293 members 
Mstep: Class 33 contains 1568 members 
Mstep: Class 34 contains 58807 members 
Mstep: Class 35 contains 10948 members 
Mstep: Class 36 contains 4795 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2357 members 
Mstep: Class 39 contains 52884 members 
Mstep: Class 40 contains 1953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115024240.000000 Penalty: 133528.609375
Iteration 94Q: 41 clusters Score -1.150242e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 37936 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 62098 members 
Mstep: Class 5 contains 37552 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 7812 members 
Mstep: Class 8 contains 3122 members 
Mstep: Class 9 contains 26254 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 14450 members 
Mstep: Class 12 contains 34649 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 14 contains 10473 members 
Mstep: Class 15 contains 3241 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 59754 members 
Mstep: Class 18 contains 5029 members 
Mstep: Class 19 contains 13890 members 
Mstep: Class 20 contains 74912 members 
Mstep: Class 21 contains 29799 members 
Mstep: Class 22 contains 21690 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 4448 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11580 members 
Mstep: Class 27 contains 6765 members 
Mstep: Class 28 contains 12425 members 
Mstep: Class 29 contains 2873 members 
Mstep: Class 30 contains 6835 members 
Mstep: Class 31 contains 23581 members 
Mstep: Class 32 contains 10312 members 
Mstep: Class 33 contains 1568 members 
Mstep: Class 34 contains 58795 members 
Mstep: Class 35 contains 11004 members 
Mstep: Class 36 contains 4769 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2360 members 
Mstep: Class 39 contains 52904 members 
Mstep: Class 40 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115024632.000000 Penalty: 133528.609375
Iteration 95Q: 41 clusters Score -1.150246e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 37884 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 62249 members 
Mstep: Class 5 contains 37517 members 
Mstep: Class 6 contains 4946 members 
Mstep: Class 7 contains 7796 members 
Mstep: Class 8 contains 3121 members 
Mstep: Class 9 contains 26311 members 
Mstep: Class 10 contains 562 members 
Mstep: Class 11 contains 14406 members 
Mstep: Class 12 contains 34656 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 14 contains 10470 members 
Mstep: Class 15 contains 3263 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 60148 members 
Mstep: Class 18 contains 5065 members 
Mstep: Class 19 contains 13900 members 
Mstep: Class 20 contains 74929 members 
Mstep: Class 21 contains 29794 members 
Mstep: Class 22 contains 21677 members 
Mstep: Class 23 contains 4494 members 
Mstep: Class 24 contains 4447 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11597 members 
Mstep: Class 27 contains 6789 members 
Mstep: Class 28 contains 12426 members 
Mstep: Class 29 contains 2873 members 
Mstep: Class 30 contains 6786 members 
Mstep: Class 31 contains 23129 members 
Mstep: Class 32 contains 10334 members 
Mstep: Class 33 contains 1559 members 
Mstep: Class 34 contains 58767 members 
Mstep: Class 35 contains 11040 members 
Mstep: Class 36 contains 4761 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2365 members 
Mstep: Class 39 contains 52915 members 
Mstep: Class 40 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115024776.000000 Penalty: 133528.609375
Iteration 96Q: 41 clusters Score -1.150248e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 37830 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 62377 members 
Mstep: Class 5 contains 37475 members 
Mstep: Class 6 contains 4966 members 
Mstep: Class 7 contains 7780 members 
Mstep: Class 8 contains 3122 members 
Mstep: Class 9 contains 26365 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 14366 members 
Mstep: Class 12 contains 34661 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 14 contains 10474 members 
Mstep: Class 15 contains 3292 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 60548 members 
Mstep: Class 18 contains 5086 members 
Mstep: Class 19 contains 13906 members 
Mstep: Class 20 contains 74933 members 
Mstep: Class 21 contains 29797 members 
Mstep: Class 22 contains 21672 members 
Mstep: Class 23 contains 4526 members 
Mstep: Class 24 contains 4447 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11610 members 
Mstep: Class 27 contains 6819 members 
Mstep: Class 28 contains 12427 members 
Mstep: Class 29 contains 2873 members 
Mstep: Class 30 contains 6732 members 
Mstep: Class 31 contains 22702 members 
Mstep: Class 32 contains 10358 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 58759 members 
Mstep: Class 35 contains 11086 members 
Mstep: Class 36 contains 4740 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2365 members 
Mstep: Class 39 contains 52914 members 
Mstep: Class 40 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025088.000000 Penalty: 133528.609375
Iteration 97Q: 41 clusters Score -1.150251e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 37795 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 62492 members 
Mstep: Class 5 contains 37444 members 
Mstep: Class 6 contains 4979 members 
Mstep: Class 7 contains 7769 members 
Mstep: Class 8 contains 3122 members 
Mstep: Class 9 contains 26412 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 14325 members 
Mstep: Class 12 contains 34658 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 14 contains 10469 members 
Mstep: Class 15 contains 3318 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 60977 members 
Mstep: Class 18 contains 5122 members 
Mstep: Class 19 contains 13903 members 
Mstep: Class 20 contains 74953 members 
Mstep: Class 21 contains 29799 members 
Mstep: Class 22 contains 21667 members 
Mstep: Class 23 contains 4556 members 
Mstep: Class 24 contains 4447 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11629 members 
Mstep: Class 27 contains 6849 members 
Mstep: Class 28 contains 12428 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6692 members 
Mstep: Class 31 contains 22252 members 
Mstep: Class 32 contains 10372 members 
Mstep: Class 33 contains 1559 members 
Mstep: Class 34 contains 58747 members 
Mstep: Class 35 contains 11108 members 
Mstep: Class 36 contains 4711 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2366 members 
Mstep: Class 39 contains 52910 members 
Mstep: Class 40 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115024952.000000 Penalty: 133528.609375
Iteration 98Q: 41 clusters Score -1.15025e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 37754 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 62614 members 
Mstep: Class 5 contains 37407 members 
Mstep: Class 6 contains 4990 members 
Mstep: Class 7 contains 7765 members 
Mstep: Class 8 contains 3123 members 
Mstep: Class 9 contains 26470 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 14294 members 
Mstep: Class 12 contains 34659 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 14 contains 10463 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 61380 members 
Mstep: Class 18 contains 5152 members 
Mstep: Class 19 contains 13905 members 
Mstep: Class 20 contains 74960 members 
Mstep: Class 21 contains 29807 members 
Mstep: Class 22 contains 21667 members 
Mstep: Class 23 contains 4579 members 
Mstep: Class 24 contains 4447 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11643 members 
Mstep: Class 27 contains 6871 members 
Mstep: Class 28 contains 12427 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6647 members 
Mstep: Class 31 contains 21833 members 
Mstep: Class 32 contains 10394 members 
Mstep: Class 33 contains 1562 members 
Mstep: Class 34 contains 58727 members 
Mstep: Class 35 contains 11132 members 
Mstep: Class 36 contains 4684 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2367 members 
Mstep: Class 39 contains 52912 members 
Mstep: Class 40 contains 1966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025128.000000 Penalty: 133528.609375
Iteration 99Q: 41 clusters Score -1.150251e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 37714 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 62729 members 
Mstep: Class 5 contains 37392 members 
Mstep: Class 6 contains 5003 members 
Mstep: Class 7 contains 7763 members 
Mstep: Class 8 contains 3122 members 
Mstep: Class 9 contains 26524 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 14264 members 
Mstep: Class 12 contains 34661 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10454 members 
Mstep: Class 15 contains 3406 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 61753 members 
Mstep: Class 18 contains 5166 members 
Mstep: Class 19 contains 13906 members 
Mstep: Class 20 contains 74963 members 
Mstep: Class 21 contains 29800 members 
Mstep: Class 22 contains 21674 members 
Mstep: Class 23 contains 4606 members 
Mstep: Class 24 contains 4448 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11662 members 
Mstep: Class 27 contains 6883 members 
Mstep: Class 28 contains 12431 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6605 members 
Mstep: Class 31 contains 21451 members 
Mstep: Class 32 contains 10410 members 
Mstep: Class 33 contains 1564 members 
Mstep: Class 34 contains 58708 members 
Mstep: Class 35 contains 11129 members 
Mstep: Class 36 contains 4663 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2368 members 
Mstep: Class 39 contains 52925 members 
Mstep: Class 40 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025320.000000 Penalty: 133528.609375
Iteration 100F: 41 clusters Score -1.150253e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 37683 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 62839 members 
Mstep: Class 5 contains 37374 members 
Mstep: Class 6 contains 5014 members 
Mstep: Class 7 contains 7760 members 
Mstep: Class 8 contains 3118 members 
Mstep: Class 9 contains 26584 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 14237 members 
Mstep: Class 12 contains 34661 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 14 contains 10453 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 62106 members 
Mstep: Class 18 contains 5187 members 
Mstep: Class 19 contains 13908 members 
Mstep: Class 20 contains 74968 members 
Mstep: Class 21 contains 29801 members 
Mstep: Class 22 contains 21669 members 
Mstep: Class 23 contains 4632 members 
Mstep: Class 24 contains 4453 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11676 members 
Mstep: Class 27 contains 6895 members 
Mstep: Class 28 contains 12431 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6557 members 
Mstep: Class 31 contains 21074 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 1563 members 
Mstep: Class 34 contains 58704 members 
Mstep: Class 35 contains 11130 members 
Mstep: Class 36 contains 4641 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2371 members 
Mstep: Class 39 contains 52922 members 
Mstep: Class 40 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025648.000000 Penalty: 133528.609375
Iteration 101Q: 41 clusters Score -1.150256e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 37655 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 62940 members 
Mstep: Class 5 contains 37361 members 
Mstep: Class 6 contains 5029 members 
Mstep: Class 7 contains 7759 members 
Mstep: Class 8 contains 3121 members 
Mstep: Class 9 contains 26650 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 14214 members 
Mstep: Class 12 contains 34660 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 14 contains 10453 members 
Mstep: Class 15 contains 3502 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 62425 members 
Mstep: Class 18 contains 5214 members 
Mstep: Class 19 contains 13904 members 
Mstep: Class 20 contains 74971 members 
Mstep: Class 21 contains 29798 members 
Mstep: Class 22 contains 21661 members 
Mstep: Class 23 contains 4661 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11689 members 
Mstep: Class 27 contains 6908 members 
Mstep: Class 28 contains 12431 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6514 members 
Mstep: Class 31 contains 20739 members 
Mstep: Class 32 contains 10421 members 
Mstep: Class 33 contains 1565 members 
Mstep: Class 34 contains 58689 members 
Mstep: Class 35 contains 11121 members 
Mstep: Class 36 contains 4615 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2372 members 
Mstep: Class 39 contains 52924 members 
Mstep: Class 40 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025624.000000 Penalty: 133528.609375
Iteration 102Q: 41 clusters Score -1.150256e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 37620 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 63040 members 
Mstep: Class 5 contains 37347 members 
Mstep: Class 6 contains 5042 members 
Mstep: Class 7 contains 7757 members 
Mstep: Class 8 contains 3121 members 
Mstep: Class 9 contains 26708 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 14194 members 
Mstep: Class 12 contains 34657 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 14 contains 10450 members 
Mstep: Class 15 contains 3565 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 62706 members 
Mstep: Class 18 contains 5234 members 
Mstep: Class 19 contains 13903 members 
Mstep: Class 20 contains 74978 members 
Mstep: Class 21 contains 29797 members 
Mstep: Class 22 contains 21662 members 
Mstep: Class 23 contains 4685 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11701 members 
Mstep: Class 27 contains 6923 members 
Mstep: Class 28 contains 12431 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 20423 members 
Mstep: Class 32 contains 10424 members 
Mstep: Class 33 contains 1564 members 
Mstep: Class 34 contains 58665 members 
Mstep: Class 35 contains 11109 members 
Mstep: Class 36 contains 4597 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 52925 members 
Mstep: Class 40 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025928.000000 Penalty: 133528.609375
Iteration 103Q: 41 clusters Score -1.150259e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 37615 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 63140 members 
Mstep: Class 5 contains 37319 members 
Mstep: Class 6 contains 5060 members 
Mstep: Class 7 contains 7753 members 
Mstep: Class 8 contains 3122 members 
Mstep: Class 9 contains 26759 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 14169 members 
Mstep: Class 12 contains 34655 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 14 contains 10452 members 
Mstep: Class 15 contains 3613 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 62979 members 
Mstep: Class 18 contains 5254 members 
Mstep: Class 19 contains 13903 members 
Mstep: Class 20 contains 74981 members 
Mstep: Class 21 contains 29799 members 
Mstep: Class 22 contains 21652 members 
Mstep: Class 23 contains 4711 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11712 members 
Mstep: Class 27 contains 6936 members 
Mstep: Class 28 contains 12424 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6426 members 
Mstep: Class 31 contains 20110 members 
Mstep: Class 32 contains 10435 members 
Mstep: Class 33 contains 1563 members 
Mstep: Class 34 contains 58672 members 
Mstep: Class 35 contains 11106 members 
Mstep: Class 36 contains 4571 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 52928 members 
Mstep: Class 40 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025760.000000 Penalty: 133528.609375
Iteration 104Q: 41 clusters Score -1.150258e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 37598 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 63257 members 
Mstep: Class 5 contains 37290 members 
Mstep: Class 6 contains 5074 members 
Mstep: Class 7 contains 7752 members 
Mstep: Class 8 contains 3121 members 
Mstep: Class 9 contains 26797 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 14148 members 
Mstep: Class 12 contains 34657 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 14 contains 10449 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 63264 members 
Mstep: Class 18 contains 5274 members 
Mstep: Class 19 contains 13899 members 
Mstep: Class 20 contains 74984 members 
Mstep: Class 21 contains 29810 members 
Mstep: Class 22 contains 21648 members 
Mstep: Class 23 contains 4733 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11721 members 
Mstep: Class 27 contains 6946 members 
Mstep: Class 28 contains 12424 members 
Mstep: Class 29 contains 2871 members 
Mstep: Class 30 contains 6399 members 
Mstep: Class 31 contains 19769 members 
Mstep: Class 32 contains 10440 members 
Mstep: Class 33 contains 1563 members 
Mstep: Class 34 contains 58682 members 
Mstep: Class 35 contains 11093 members 
Mstep: Class 36 contains 4545 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 52937 members 
Mstep: Class 40 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025816.000000 Penalty: 133528.609375
Iteration 105Q: 41 clusters Score -1.150258e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 37586 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 63370 members 
Mstep: Class 5 contains 37256 members 
Mstep: Class 6 contains 5089 members 
Mstep: Class 7 contains 7747 members 
Mstep: Class 8 contains 3123 members 
Mstep: Class 9 contains 26836 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 14130 members 
Mstep: Class 12 contains 34664 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 14 contains 10448 members 
Mstep: Class 15 contains 3716 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 63540 members 
Mstep: Class 18 contains 5286 members 
Mstep: Class 19 contains 13899 members 
Mstep: Class 20 contains 74982 members 
Mstep: Class 21 contains 29814 members 
Mstep: Class 22 contains 21642 members 
Mstep: Class 23 contains 4762 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11726 members 
Mstep: Class 27 contains 6956 members 
Mstep: Class 28 contains 12420 members 
Mstep: Class 29 contains 2871 members 
Mstep: Class 30 contains 6383 members 
Mstep: Class 31 contains 19440 members 
Mstep: Class 32 contains 10443 members 
Mstep: Class 33 contains 1563 members 
Mstep: Class 34 contains 58689 members 
Mstep: Class 35 contains 11099 members 
Mstep: Class 36 contains 4507 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 52945 members 
Mstep: Class 40 contains 1970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025888.000000 Penalty: 133528.609375
Iteration 106Q: 41 clusters Score -1.150259e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 37544 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 63454 members 
Mstep: Class 5 contains 37232 members 
Mstep: Class 6 contains 5096 members 
Mstep: Class 7 contains 7742 members 
Mstep: Class 8 contains 3123 members 
Mstep: Class 9 contains 26878 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 14112 members 
Mstep: Class 12 contains 34670 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 14 contains 10448 members 
Mstep: Class 15 contains 3745 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 63841 members 
Mstep: Class 18 contains 5292 members 
Mstep: Class 19 contains 13900 members 
Mstep: Class 20 contains 74986 members 
Mstep: Class 21 contains 29824 members 
Mstep: Class 22 contains 21634 members 
Mstep: Class 23 contains 4791 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11733 members 
Mstep: Class 27 contains 6967 members 
Mstep: Class 28 contains 12416 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6371 members 
Mstep: Class 31 contains 19129 members 
Mstep: Class 32 contains 10446 members 
Mstep: Class 33 contains 1563 members 
Mstep: Class 34 contains 58709 members 
Mstep: Class 35 contains 11121 members 
Mstep: Class 36 contains 4477 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 52950 members 
Mstep: Class 40 contains 1970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025920.000000 Penalty: 133528.609375
Iteration 107Q: 41 clusters Score -1.150259e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 37529 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 63556 members 
Mstep: Class 5 contains 37206 members 
Mstep: Class 6 contains 5105 members 
Mstep: Class 7 contains 7735 members 
Mstep: Class 8 contains 3125 members 
Mstep: Class 9 contains 26915 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 14092 members 
Mstep: Class 12 contains 34674 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10448 members 
Mstep: Class 15 contains 3771 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 64146 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 13896 members 
Mstep: Class 20 contains 74974 members 
Mstep: Class 21 contains 29820 members 
Mstep: Class 22 contains 21620 members 
Mstep: Class 23 contains 4818 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11740 members 
Mstep: Class 27 contains 6983 members 
Mstep: Class 28 contains 12411 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6364 members 
Mstep: Class 31 contains 18795 members 
Mstep: Class 32 contains 10446 members 
Mstep: Class 33 contains 1563 members 
Mstep: Class 34 contains 58726 members 
Mstep: Class 35 contains 11149 members 
Mstep: Class 36 contains 4443 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 52954 members 
Mstep: Class 40 contains 1970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025992.000000 Penalty: 133528.609375
Iteration 108Q: 41 clusters Score -1.15026e+08 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 37503 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 63619 members 
Mstep: Class 5 contains 37183 members 
Mstep: Class 6 contains 5101 members 
Mstep: Class 7 contains 7732 members 
Mstep: Class 8 contains 3128 members 
Mstep: Class 9 contains 26964 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 14082 members 
Mstep: Class 12 contains 34674 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10440 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 64517 members 
Mstep: Class 18 contains 5306 members 
Mstep: Class 19 contains 13895 members 
Mstep: Class 20 contains 74985 members 
Mstep: Class 21 contains 29816 members 
Mstep: Class 22 contains 21618 members 
Mstep: Class 23 contains 4840 members 
Mstep: Class 24 contains 4453 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11745 members 
Mstep: Class 27 contains 7001 members 
Mstep: Class 28 contains 12404 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6359 members 
Mstep: Class 31 contains 18447 members 
Mstep: Class 32 contains 10445 members 
Mstep: Class 33 contains 1563 members 
Mstep: Class 34 contains 58708 members 
Mstep: Class 35 contains 11177 members 
Mstep: Class 36 contains 4418 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 52951 members 
Mstep: Class 40 contains 1970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115026016.000000 Penalty: 133528.609375
Iteration 109Q: 41 clusters Score -1.15026e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 37462 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 63686 members 
Mstep: Class 5 contains 37153 members 
Mstep: Class 6 contains 5106 members 
Mstep: Class 7 contains 7727 members 
Mstep: Class 8 contains 3127 members 
Mstep: Class 9 contains 27006 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 14071 members 
Mstep: Class 12 contains 34679 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10432 members 
Mstep: Class 15 contains 3800 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 64889 members 
Mstep: Class 18 contains 5312 members 
Mstep: Class 19 contains 13894 members 
Mstep: Class 20 contains 75001 members 
Mstep: Class 21 contains 29809 members 
Mstep: Class 22 contains 21607 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11750 members 
Mstep: Class 27 contains 7016 members 
Mstep: Class 28 contains 12397 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 18115 members 
Mstep: Class 32 contains 10450 members 
Mstep: Class 33 contains 1563 members 
Mstep: Class 34 contains 58702 members 
Mstep: Class 35 contains 11216 members 
Mstep: Class 36 contains 4407 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 52955 members 
Mstep: Class 40 contains 1970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115026368.000000 Penalty: 133528.609375
Iteration 110Q: 41 clusters Score -1.150264e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 37415 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 63746 members 
Mstep: Class 5 contains 37134 members 
Mstep: Class 6 contains 5106 members 
Mstep: Class 7 contains 7721 members 
Mstep: Class 8 contains 3127 members 
Mstep: Class 9 contains 27057 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 14059 members 
Mstep: Class 12 contains 34678 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10427 members 
Mstep: Class 15 contains 3804 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 65264 members 
Mstep: Class 18 contains 5320 members 
Mstep: Class 19 contains 13896 members 
Mstep: Class 20 contains 75006 members 
Mstep: Class 21 contains 29809 members 
Mstep: Class 22 contains 21600 members 
Mstep: Class 23 contains 4870 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11752 members 
Mstep: Class 27 contains 7027 members 
Mstep: Class 28 contains 12390 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6352 members 
Mstep: Class 31 contains 17807 members 
Mstep: Class 32 contains 10453 members 
Mstep: Class 33 contains 1563 members 
Mstep: Class 34 contains 58697 members 
Mstep: Class 35 contains 11245 members 
Mstep: Class 36 contains 4401 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 52979 members 
Mstep: Class 40 contains 1972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115026624.000000 Penalty: 133528.609375
Iteration 111Q: 41 clusters Score -1.150266e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 37371 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 63811 members 
Mstep: Class 5 contains 37116 members 
Mstep: Class 6 contains 5112 members 
Mstep: Class 7 contains 7715 members 
Mstep: Class 8 contains 3127 members 
Mstep: Class 9 contains 27099 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 14045 members 
Mstep: Class 12 contains 34680 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10425 members 
Mstep: Class 15 contains 3809 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 65636 members 
Mstep: Class 18 contains 5320 members 
Mstep: Class 19 contains 13896 members 
Mstep: Class 20 contains 75009 members 
Mstep: Class 21 contains 29819 members 
Mstep: Class 22 contains 21586 members 
Mstep: Class 23 contains 4887 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11757 members 
Mstep: Class 27 contains 7045 members 
Mstep: Class 28 contains 12385 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6349 members 
Mstep: Class 31 contains 17469 members 
Mstep: Class 32 contains 10464 members 
Mstep: Class 33 contains 1563 members 
Mstep: Class 34 contains 58691 members 
Mstep: Class 35 contains 11273 members 
Mstep: Class 36 contains 4397 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 52983 members 
Mstep: Class 40 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115026704.000000 Penalty: 133528.609375
Iteration 112Q: 41 clusters Score -1.150267e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 37335 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 63887 members 
Mstep: Class 5 contains 37090 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 7708 members 
Mstep: Class 8 contains 3128 members 
Mstep: Class 9 contains 27139 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 14038 members 
Mstep: Class 12 contains 34687 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10421 members 
Mstep: Class 15 contains 3813 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 66001 members 
Mstep: Class 18 contains 5325 members 
Mstep: Class 19 contains 13896 members 
Mstep: Class 20 contains 75018 members 
Mstep: Class 21 contains 29839 members 
Mstep: Class 22 contains 21566 members 
Mstep: Class 23 contains 4904 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11761 members 
Mstep: Class 27 contains 7059 members 
Mstep: Class 28 contains 12390 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6346 members 
Mstep: Class 31 contains 17124 members 
Mstep: Class 32 contains 10468 members 
Mstep: Class 33 contains 1563 members 
Mstep: Class 34 contains 58680 members 
Mstep: Class 35 contains 11298 members 
Mstep: Class 36 contains 4387 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 52981 members 
Mstep: Class 40 contains 1975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115026472.000000 Penalty: 133528.609375
Iteration 113Q: 41 clusters Score -1.150265e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 37305 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 63956 members 
Mstep: Class 5 contains 37074 members 
Mstep: Class 6 contains 5122 members 
Mstep: Class 7 contains 7708 members 
Mstep: Class 8 contains 3129 members 
Mstep: Class 9 contains 27179 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 14033 members 
Mstep: Class 12 contains 34686 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10421 members 
Mstep: Class 15 contains 3816 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 66333 members 
Mstep: Class 18 contains 5324 members 
Mstep: Class 19 contains 13897 members 
Mstep: Class 20 contains 75021 members 
Mstep: Class 21 contains 29851 members 
Mstep: Class 22 contains 21549 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11765 members 
Mstep: Class 27 contains 7072 members 
Mstep: Class 28 contains 12391 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6343 members 
Mstep: Class 31 contains 16798 members 
Mstep: Class 32 contains 10476 members 
Mstep: Class 33 contains 1563 members 
Mstep: Class 34 contains 58685 members 
Mstep: Class 35 contains 11313 members 
Mstep: Class 36 contains 4372 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 52978 members 
Mstep: Class 40 contains 1975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115026480.000000 Penalty: 133528.609375
Iteration 114Q: 41 clusters Score -1.150265e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 37288 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 64036 members 
Mstep: Class 5 contains 37056 members 
Mstep: Class 6 contains 5127 members 
Mstep: Class 7 contains 7707 members 
Mstep: Class 8 contains 3130 members 
Mstep: Class 9 contains 27221 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 14022 members 
Mstep: Class 12 contains 34684 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10419 members 
Mstep: Class 15 contains 3817 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 66659 members 
Mstep: Class 18 contains 5327 members 
Mstep: Class 19 contains 13896 members 
Mstep: Class 20 contains 75027 members 
Mstep: Class 21 contains 29874 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 4920 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11766 members 
Mstep: Class 27 contains 7078 members 
Mstep: Class 28 contains 12385 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6340 members 
Mstep: Class 31 contains 16470 members 
Mstep: Class 32 contains 10485 members 
Mstep: Class 33 contains 1563 members 
Mstep: Class 34 contains 58681 members 
Mstep: Class 35 contains 11328 members 
Mstep: Class 36 contains 4358 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 52992 members 
Mstep: Class 40 contains 1976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115026696.000000 Penalty: 133528.609375
Iteration 115Q: 41 clusters Score -1.150267e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 37267 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 64130 members 
Mstep: Class 5 contains 37042 members 
Mstep: Class 6 contains 5131 members 
Mstep: Class 7 contains 7706 members 
Mstep: Class 8 contains 3131 members 
Mstep: Class 9 contains 27264 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 14012 members 
Mstep: Class 12 contains 34684 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10414 members 
Mstep: Class 15 contains 3818 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 66987 members 
Mstep: Class 18 contains 5327 members 
Mstep: Class 19 contains 13894 members 
Mstep: Class 20 contains 75036 members 
Mstep: Class 21 contains 29895 members 
Mstep: Class 22 contains 21529 members 
Mstep: Class 23 contains 4928 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11770 members 
Mstep: Class 27 contains 7086 members 
Mstep: Class 28 contains 12388 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6338 members 
Mstep: Class 31 contains 16131 members 
Mstep: Class 32 contains 10486 members 
Mstep: Class 33 contains 1564 members 
Mstep: Class 34 contains 58671 members 
Mstep: Class 35 contains 11345 members 
Mstep: Class 36 contains 4350 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 52995 members 
Mstep: Class 40 contains 1977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115026664.000000 Penalty: 133528.609375
Iteration 116Q: 41 clusters Score -1.150267e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 37244 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 64219 members 
Mstep: Class 5 contains 37032 members 
Mstep: Class 6 contains 5136 members 
Mstep: Class 7 contains 7705 members 
Mstep: Class 8 contains 3134 members 
Mstep: Class 9 contains 27303 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 14000 members 
Mstep: Class 12 contains 34683 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10409 members 
Mstep: Class 15 contains 3819 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 67314 members 
Mstep: Class 18 contains 5328 members 
Mstep: Class 19 contains 13894 members 
Mstep: Class 20 contains 75039 members 
Mstep: Class 21 contains 29905 members 
Mstep: Class 22 contains 21527 members 
Mstep: Class 23 contains 4932 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11774 members 
Mstep: Class 27 contains 7089 members 
Mstep: Class 28 contains 12386 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6337 members 
Mstep: Class 31 contains 15794 members 
Mstep: Class 32 contains 10482 members 
Mstep: Class 33 contains 1565 members 
Mstep: Class 34 contains 58684 members 
Mstep: Class 35 contains 11359 members 
Mstep: Class 36 contains 4344 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 52997 members 
Mstep: Class 40 contains 1978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115026856.000000 Penalty: 133528.609375
Iteration 117Q: 41 clusters Score -1.150269e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 37204 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 64276 members 
Mstep: Class 5 contains 37009 members 
Mstep: Class 6 contains 5142 members 
Mstep: Class 7 contains 7704 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 27349 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 13992 members 
Mstep: Class 12 contains 34683 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10406 members 
Mstep: Class 15 contains 3820 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 67616 members 
Mstep: Class 18 contains 5329 members 
Mstep: Class 19 contains 13892 members 
Mstep: Class 20 contains 75042 members 
Mstep: Class 21 contains 29919 members 
Mstep: Class 22 contains 21525 members 
Mstep: Class 23 contains 4939 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11776 members 
Mstep: Class 27 contains 7096 members 
Mstep: Class 28 contains 12388 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6335 members 
Mstep: Class 31 contains 15515 members 
Mstep: Class 32 contains 10481 members 
Mstep: Class 33 contains 1566 members 
Mstep: Class 34 contains 58674 members 
Mstep: Class 35 contains 11383 members 
Mstep: Class 36 contains 4340 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 53000 members 
Mstep: Class 40 contains 1978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115026752.000000 Penalty: 133528.609375
Iteration 118Q: 41 clusters Score -1.150268e+08 nChanged 812
Entering ConstructFrom: 
Score: -115026752.000000 Penalty: 133528.609375
Entering ConstructFrom: 
Trying to split cluster 1 (26108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Entering Unmasked Estep 
Score: -4199865.500000 Penalty: 2522.159424
	Iteration 0F: 2 clusters Score -4199866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -4181787.250000 Penalty: 5044.318848
	Iteration 0F: 3 clusters Score -4181787 nChanged 11601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -4188339.000000 Penalty: 5044.318848
	Iteration 1F: 3 clusters Score -4188339 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -4189042.500000 Penalty: 5044.318848
	Iteration 2F: 3 clusters Score -4189042 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -4189785.250000 Penalty: 5044.318848
	Iteration 3F: 3 clusters Score -4189785 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -4190571.250000 Penalty: 5044.318848
	Iteration 4F: 3 clusters Score -4190571 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -4191402.750000 Penalty: 5044.318848
	Iteration 5F: 3 clusters Score -4191403 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -4192196.750000 Penalty: 5044.318848
	Iteration 6F: 3 clusters Score -4192197 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -4193074.250000 Penalty: 5044.318848
	Iteration 7F: 3 clusters Score -4193074 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -4193922.000000 Penalty: 5044.318848
	Iteration 8Q: 3 clusters Score -4193922 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -4194749.500000 Penalty: 5044.318848
	Iteration 9Q: 3 clusters Score -4194750 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -4195483.500000 Penalty: 5044.318848
	Iteration 10Q: 3 clusters Score -4195484 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -4196159.500000 Penalty: 5044.318848
	Iteration 11Q: 3 clusters Score -4196160 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -4196735.500000 Penalty: 5044.318848
	Iteration 12Q: 3 clusters Score -4196736 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -4197246.000000 Penalty: 5044.318848
	Iteration 13Q: 3 clusters Score -4197246 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -4197593.500000 Penalty: 5044.318848
	Iteration 14Q: 3 clusters Score -4197594 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -4197898.000000 Penalty: 5044.318848
	Iteration 15Q: 3 clusters Score -4197898 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -4198116.500000 Penalty: 5044.318848
	Iteration 16Q: 3 clusters Score -4198116 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -4198264.000000 Penalty: 5044.318848
	Iteration 17Q: 3 clusters Score -4198264 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -4198383.000000 Penalty: 5044.318848
	Iteration 18Q: 3 clusters Score -4198383 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4198463.500000 Penalty: 5044.318848
	Iteration 19Q: 3 clusters Score -4198464 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4198519.500000 Penalty: 5044.318848
	Iteration 20F: 3 clusters Score -4198520 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -4198550.000000 Penalty: 5044.318848
	Iteration 21Q: 3 clusters Score -4198550 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4198564.500000 Penalty: 5044.318848
	Iteration 22Q: 3 clusters Score -4198564 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4198580.500000 Penalty: 5044.318848
	Iteration 23Q: 3 clusters Score -4198580 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4198593.000000 Penalty: 5044.318848
	Iteration 24Q: 3 clusters Score -4198593 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4198601.000000 Penalty: 5044.318848
	Iteration 25Q: 3 clusters Score -4198601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -4198604.000000 Penalty: 5044.318848
	Iteration 26Q: 3 clusters Score -4198604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4198623.500000 Penalty: 5044.318848
	Iteration 27Q: 3 clusters Score -4198624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4198637.000000 Penalty: 5044.318848
	Iteration 28Q: 3 clusters Score -4198637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4198640.000000 Penalty: 5044.318848
	Iteration 29Q: 3 clusters Score -4198640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -4198652.000000 Penalty: 5044.318848
	Iteration 30Q: 3 clusters Score -4198652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4198650.000000 Penalty: 5044.318848
	Iteration 31Q: 3 clusters Score -4198650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4198655.000000 Penalty: 5044.318848
	Iteration 32Q: 3 clusters Score -4198655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4198647.500000 Penalty: 5044.318848
	Iteration 33Q: 3 clusters Score -4198648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4198650.500000 Penalty: 5044.318848
	Iteration 34Q: 3 clusters Score -4198650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4198653.000000 Penalty: 5044.318848
	Iteration 35Q: 3 clusters Score -4198653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4198654.000000 Penalty: 5044.318848
	Iteration 36Q: 3 clusters Score -4198654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4198650.000000 Penalty: 5044.318848
	Iteration 37Q: 3 clusters Score -4198650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -4198651.000000 Penalty: 5044.318848
	Iteration 38Q: 3 clusters Score -4198651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4198655.000000 Penalty: 5044.318848
	Iteration 39Q: 3 clusters Score -4198655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4198652.500000 Penalty: 5044.318848
	Iteration 40F: 3 clusters Score -4198652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4198649.000000 Penalty: 5044.318848
	Iteration 41Q: 3 clusters Score -4198649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4198650.000000 Penalty: 5044.318848
	Iteration 42Q: 3 clusters Score -4198650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4198653.000000 Penalty: 5044.318848
	Iteration 43Q: 3 clusters Score -4198653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4198653.500000 Penalty: 5044.318848
	Iteration 44Q: 3 clusters Score -4198654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4198652.500000 Penalty: 5044.318848
	Iteration 45Q: 3 clusters Score -4198652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -4198651.000000 Penalty: 5044.318848
	Iteration 46Q: 3 clusters Score -4198651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4198653.500000 Penalty: 5044.318848
	Iteration 47Q: 3 clusters Score -4198654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -4198656.000000 Penalty: 5044.318848
	Iteration 48Q: 3 clusters Score -4198656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4198652.500000 Penalty: 5044.318848
	Iteration 49Q: 3 clusters Score -4198652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4198655.000000 Penalty: 5044.318848
	Iteration 50Q: 3 clusters Score -4198655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4198662.000000 Penalty: 5044.318848
	Iteration 51Q: 3 clusters Score -4198662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4198660.000000 Penalty: 5044.318848
	Iteration 52Q: 3 clusters Score -4198660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4198673.500000 Penalty: 5044.318848
	Iteration 53Q: 3 clusters Score -4198674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4198678.000000 Penalty: 5044.318848
	Iteration 54Q: 3 clusters Score -4198678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4198670.500000 Penalty: 5044.318848
	Iteration 55Q: 3 clusters Score -4198670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4198671.000000 Penalty: 5044.318848
	Iteration 56Q: 3 clusters Score -4198671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4198671.500000 Penalty: 5044.318848
	Iteration 57Q: 3 clusters Score -4198672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4198679.000000 Penalty: 5044.318848
	Iteration 58Q: 3 clusters Score -4198679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4198683.000000 Penalty: 5044.318848
	Iteration 59Q: 3 clusters Score -4198683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4198684.500000 Penalty: 5044.318848
	Iteration 60F: 3 clusters Score -4198684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4198687.000000 Penalty: 5044.318848
	Iteration 61Q: 3 clusters Score -4198687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4198684.500000 Penalty: 5044.318848
	Iteration 62Q: 3 clusters Score -4198684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -4198684.000000 Penalty: 5044.318848
	Iteration 63Q: 3 clusters Score -4198684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4198687.500000 Penalty: 5044.318848
	Iteration 64Q: 3 clusters Score -4198688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -4198686.000000 Penalty: 5044.318848
	Iteration 65Q: 3 clusters Score -4198686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4198690.000000 Penalty: 5044.318848
	Iteration 66Q: 3 clusters Score -4198690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4198690.000000 Penalty: 5044.318848
	Iteration 67F: 3 clusters Score -4198690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Entering Unmasked Estep 
Score: -6018422.000000 Penalty: 2609.787842
	Iteration 0F: 2 clusters Score -6018422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -5993137.000000 Penalty: 5219.575684
	Iteration 0F: 3 clusters Score -5993137 nChanged 17034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -6002525.500000 Penalty: 5219.575684
	Iteration 1F: 3 clusters Score -6002526 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -6003211.500000 Penalty: 5219.575684
	Iteration 2Q: 3 clusters Score -6003212 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -6004046.000000 Penalty: 5219.575684
	Iteration 3Q: 3 clusters Score -6004046 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -6004938.000000 Penalty: 5219.575684
	Iteration 4F: 3 clusters Score -6004938 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -6006096.000000 Penalty: 5219.575684
	Iteration 5F: 3 clusters Score -6006096 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -6007376.000000 Penalty: 5219.575684
	Iteration 6F: 3 clusters Score -6007376 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -6008876.500000 Penalty: 5219.575684
	Iteration 7F: 3 clusters Score -6008876 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -6010441.500000 Penalty: 5219.575684
	Iteration 8F: 3 clusters Score -6010442 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -6011918.000000 Penalty: 5219.575684
	Iteration 9F: 3 clusters Score -6011918 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -6013010.000000 Penalty: 5219.575684
	Iteration 10Q: 3 clusters Score -6013010 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -6013841.000000 Penalty: 5219.575684
	Iteration 11Q: 3 clusters Score -6013841 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -6014428.500000 Penalty: 5219.575684
	Iteration 12Q: 3 clusters Score -6014428 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -6014867.000000 Penalty: 5219.575684
	Iteration 13Q: 3 clusters Score -6014867 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -6015186.000000 Penalty: 5219.575684
	Iteration 14Q: 3 clusters Score -6015186 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -6015472.500000 Penalty: 5219.575684
	Iteration 15Q: 3 clusters Score -6015472 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -6015701.500000 Penalty: 5219.575684
	Iteration 16Q: 3 clusters Score -6015702 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -6015888.000000 Penalty: 5219.575684
	Iteration 17Q: 3 clusters Score -6015888 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -6016039.500000 Penalty: 5219.575684
	Iteration 18Q: 3 clusters Score -6016040 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -6016138.000000 Penalty: 5219.575684
	Iteration 19Q: 3 clusters Score -6016138 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -6016236.000000 Penalty: 5219.575684
	Iteration 20F: 3 clusters Score -6016236 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -6016293.000000 Penalty: 5219.575684
	Iteration 21Q: 3 clusters Score -6016293 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -6016368.000000 Penalty: 5219.575684
	Iteration 22Q: 3 clusters Score -6016368 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -6016435.000000 Penalty: 5219.575684
	Iteration 23Q: 3 clusters Score -6016435 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -6016504.500000 Penalty: 5219.575684
	Iteration 24Q: 3 clusters Score -6016504 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -6016545.500000 Penalty: 5219.575684
	Iteration 25Q: 3 clusters Score -6016546 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -6016579.500000 Penalty: 5219.575684
	Iteration 26Q: 3 clusters Score -6016580 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -6016604.000000 Penalty: 5219.575684
	Iteration 27Q: 3 clusters Score -6016604 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -6016637.500000 Penalty: 5219.575684
	Iteration 28Q: 3 clusters Score -6016638 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -6016652.000000 Penalty: 5219.575684
	Iteration 29Q: 3 clusters Score -6016652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -6016658.500000 Penalty: 5219.575684
	Iteration 30Q: 3 clusters Score -6016658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -6016669.000000 Penalty: 5219.575684
	Iteration 31Q: 3 clusters Score -6016669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -6016666.000000 Penalty: 5219.575684
	Iteration 32Q: 3 clusters Score -6016666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -6016668.500000 Penalty: 5219.575684
	Iteration 33Q: 3 clusters Score -6016668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -6016681.000000 Penalty: 5219.575684
	Iteration 34Q: 3 clusters Score -6016681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -6016688.500000 Penalty: 5219.575684
	Iteration 35Q: 3 clusters Score -6016688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -6016691.000000 Penalty: 5219.575684
	Iteration 36Q: 3 clusters Score -6016691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -6016692.500000 Penalty: 5219.575684
	Iteration 37Q: 3 clusters Score -6016692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -6016703.500000 Penalty: 5219.575684
	Iteration 38Q: 3 clusters Score -6016704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -6016691.500000 Penalty: 5219.575684
	Iteration 39Q: 3 clusters Score -6016692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -6016696.500000 Penalty: 5219.575684
	Iteration 40F: 3 clusters Score -6016696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -6016695.500000 Penalty: 5219.575684
	Iteration 41Q: 3 clusters Score -6016696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -6016711.000000 Penalty: 5219.575684
	Iteration 42Q: 3 clusters Score -6016711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -6016711.000000 Penalty: 5219.575684
	Iteration 43F: 3 clusters Score -6016711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -151751.093750 Penalty: 1702.999512
	Iteration 0F: 2 clusters Score -151751.1 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: -149862.078125 Penalty: 3405.999023
	Iteration 0F: 3 clusters Score -149862.1 nChanged 263
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: -150220.093750 Penalty: 3405.999023
	Iteration 1F: 3 clusters Score -150220.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -150407.234375 Penalty: 3405.999023
	Iteration 2F: 3 clusters Score -150407.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -150544.281250 Penalty: 3405.999023
	Iteration 3F: 3 clusters Score -150544.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -150701.531250 Penalty: 3405.999023
	Iteration 4F: 3 clusters Score -150701.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -150853.968750 Penalty: 3405.999023
	Iteration 5Q: 3 clusters Score -150854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -151054.156250 Penalty: 3405.999023
	Iteration 6Q: 3 clusters Score -151054.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -151458.359375 Penalty: 3405.999023
	Iteration 7Q: 3 clusters Score -151458.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -151802.390625 Penalty: 3405.999023
	Iteration 8F: 3 clusters Score -151802.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -151885.921875 Penalty: 3405.999023
	Iteration 9Q: 3 clusters Score -151885.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -151944.171875 Penalty: 3405.999023
	Iteration 10Q: 3 clusters Score -151944.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -152014.968750 Penalty: 3405.999023
	Iteration 11Q: 3 clusters Score -152015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -152083.062500 Penalty: 3405.999023
	Iteration 12Q: 3 clusters Score -152083.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -152105.859375 Penalty: 3405.999023
	Iteration 13Q: 3 clusters Score -152105.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -152116.328125 Penalty: 3405.999023
	Iteration 14Q: 3 clusters Score -152116.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -152117.593750 Penalty: 3405.999023
	Iteration 15Q: 3 clusters Score -152117.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -152118.718750 Penalty: 3405.999023
	Iteration 16Q: 3 clusters Score -152118.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -152118.718750 Penalty: 3405.999023
	Iteration 17F: 3 clusters Score -152118.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 37173 members 
Mstep: Class 3 contains 609 members 
Mstep: Class 4 contains 64315 members 
Mstep: Class 5 contains 36997 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 7705 members 
Mstep: Class 8 contains 3135 members 
Mstep: Class 9 contains 27387 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 13985 members 
Mstep: Class 12 contains 34682 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10406 members 
Mstep: Class 15 contains 3820 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 67920 members 
Mstep: Class 18 contains 5331 members 
Mstep: Class 19 contains 13892 members 
Mstep: Class 20 contains 75052 members 
Mstep: Class 21 contains 29930 members 
Mstep: Class 22 contains 21511 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11778 members 
Mstep: Class 27 contains 7098 members 
Mstep: Class 28 contains 12385 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6335 members 
Mstep: Class 31 contains 15266 members 
Mstep: Class 32 contains 10479 members 
Mstep: Class 33 contains 1569 members 
Mstep: Class 34 contains 58683 members 
Mstep: Class 35 contains 11393 members 
Mstep: Class 36 contains 4338 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 53000 members 
Mstep: Class 40 contains 1978 members 
Mstep: Class 41 contains 351 members 
Entering Unmasked Estep 
Score: -115025152.000000 Penalty: 136866.812500
Splitting cluster 3 changes total score from -115026752.000000 to -115025152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (64315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64315 members 
Entering Unmasked Estep 
Score: -11143918.000000 Penalty: 2745.744141
	Iteration 0F: 2 clusters Score -1.114392e+07 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 32175 members 
Entering Unmasked Estep 
Score: -11108557.000000 Penalty: 5491.488281
	Iteration 0F: 3 clusters Score -1.110856e+07 nChanged 29872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -11125136.000000 Penalty: 5491.488281
	Iteration 1F: 3 clusters Score -1.112514e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -11125729.000000 Penalty: 5491.488281
	Iteration 2Q: 3 clusters Score -1.112573e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -11126510.000000 Penalty: 5491.488281
	Iteration 3Q: 3 clusters Score -1.112651e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -11127351.000000 Penalty: 5491.488281
	Iteration 4Q: 3 clusters Score -1.112735e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -11128440.000000 Penalty: 5491.488281
	Iteration 5Q: 3 clusters Score -1.112844e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -11129849.000000 Penalty: 5491.488281
	Iteration 6Q: 3 clusters Score -1.112985e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -11131613.000000 Penalty: 5491.488281
	Iteration 7F: 3 clusters Score -1.113161e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -11133680.000000 Penalty: 5491.488281
	Iteration 8F: 3 clusters Score -1.113368e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -11136012.000000 Penalty: 5491.488281
	Iteration 9F: 3 clusters Score -1.113601e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -11138513.000000 Penalty: 5491.488281
	Iteration 10F: 3 clusters Score -1.113851e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -11140311.000000 Penalty: 5491.488281
	Iteration 11F: 3 clusters Score -1.114031e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -11141359.000000 Penalty: 5491.488281
	Iteration 12Q: 3 clusters Score -1.114136e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -11141946.000000 Penalty: 5491.488281
	Iteration 13Q: 3 clusters Score -1.114195e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -11142258.000000 Penalty: 5491.488281
	Iteration 14Q: 3 clusters Score -1.114226e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -11142490.000000 Penalty: 5491.488281
	Iteration 15Q: 3 clusters Score -1.114249e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -11142724.000000 Penalty: 5491.488281
	Iteration 16Q: 3 clusters Score -1.114272e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -11142910.000000 Penalty: 5491.488281
	Iteration 17Q: 3 clusters Score -1.114291e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -11143067.000000 Penalty: 5491.488281
	Iteration 18Q: 3 clusters Score -1.114307e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -11143229.000000 Penalty: 5491.488281
	Iteration 19Q: 3 clusters Score -1.114323e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -11143372.000000 Penalty: 5491.488281
	Iteration 20F: 3 clusters Score -1.114337e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -11143469.000000 Penalty: 5491.488281
	Iteration 21Q: 3 clusters Score -1.114347e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -11143561.000000 Penalty: 5491.488281
	Iteration 22Q: 3 clusters Score -1.114356e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -11143666.000000 Penalty: 5491.488281
	Iteration 23Q: 3 clusters Score -1.114367e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -11143797.000000 Penalty: 5491.488281
	Iteration 24Q: 3 clusters Score -1.11438e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -11143920.000000 Penalty: 5491.488281
	Iteration 25Q: 3 clusters Score -1.114392e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -11144025.000000 Penalty: 5491.488281
	Iteration 26Q: 3 clusters Score -1.114402e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -11144079.000000 Penalty: 5491.488281
	Iteration 27Q: 3 clusters Score -1.114408e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -11144290.000000 Penalty: 5491.488281
	Iteration 28Q: 3 clusters Score -1.114429e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -11144447.000000 Penalty: 5491.488281
	Iteration 29Q: 3 clusters Score -1.114445e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -11144571.000000 Penalty: 5491.488281
	Iteration 30Q: 3 clusters Score -1.114457e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -11144704.000000 Penalty: 5491.488281
	Iteration 31Q: 3 clusters Score -1.11447e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -11144907.000000 Penalty: 5491.488281
	Iteration 32Q: 3 clusters Score -1.114491e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -11145006.000000 Penalty: 5491.488281
	Iteration 33Q: 3 clusters Score -1.114501e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -11145166.000000 Penalty: 5491.488281
	Iteration 34Q: 3 clusters Score -1.114517e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -11145290.000000 Penalty: 5491.488281
	Iteration 35Q: 3 clusters Score -1.114529e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -11145458.000000 Penalty: 5491.488281
	Iteration 36Q: 3 clusters Score -1.114546e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -11145576.000000 Penalty: 5491.488281
	Iteration 37Q: 3 clusters Score -1.114558e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -11145711.000000 Penalty: 5491.488281
	Iteration 38Q: 3 clusters Score -1.114571e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -11145830.000000 Penalty: 5491.488281
	Iteration 39Q: 3 clusters Score -1.114583e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -11145973.000000 Penalty: 5491.488281
	Iteration 40F: 3 clusters Score -1.114597e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -11146029.000000 Penalty: 5491.488281
	Iteration 41Q: 3 clusters Score -1.114603e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -11146107.000000 Penalty: 5491.488281
	Iteration 42Q: 3 clusters Score -1.114611e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -11146183.000000 Penalty: 5491.488281
	Iteration 43Q: 3 clusters Score -1.114618e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -11146263.000000 Penalty: 5491.488281
	Iteration 44Q: 3 clusters Score -1.114626e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -11146354.000000 Penalty: 5491.488281
	Iteration 45Q: 3 clusters Score -1.114635e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -11146376.000000 Penalty: 5491.488281
	Iteration 46Q: 3 clusters Score -1.114638e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -11146413.000000 Penalty: 5491.488281
	Iteration 47Q: 3 clusters Score -1.114641e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -11146502.000000 Penalty: 5491.488281
	Iteration 48Q: 3 clusters Score -1.11465e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -11146522.000000 Penalty: 5491.488281
	Iteration 49Q: 3 clusters Score -1.114652e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -11146573.000000 Penalty: 5491.488281
	Iteration 50Q: 3 clusters Score -1.114657e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -11146627.000000 Penalty: 5491.488281
	Iteration 51Q: 3 clusters Score -1.114663e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -11146649.000000 Penalty: 5491.488281
	Iteration 52Q: 3 clusters Score -1.114665e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -11146667.000000 Penalty: 5491.488281
	Iteration 53Q: 3 clusters Score -1.114667e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -11146744.000000 Penalty: 5491.488281
	Iteration 54Q: 3 clusters Score -1.114674e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -11146777.000000 Penalty: 5491.488281
	Iteration 55Q: 3 clusters Score -1.114678e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -11146816.000000 Penalty: 5491.488281
	Iteration 56Q: 3 clusters Score -1.114682e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -11146807.000000 Penalty: 5491.488281
	Iteration 57Q: 3 clusters Score -1.114681e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49039 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -11146852.000000 Penalty: 5491.488281
	Iteration 58Q: 3 clusters Score -1.114685e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -11146902.000000 Penalty: 5491.488281
	Iteration 59Q: 3 clusters Score -1.11469e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -11146898.000000 Penalty: 5491.488281
	Iteration 60F: 3 clusters Score -1.11469e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -11146968.000000 Penalty: 5491.488281
	Iteration 61Q: 3 clusters Score -1.114697e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -11146981.000000 Penalty: 5491.488281
	Iteration 62Q: 3 clusters Score -1.114698e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -11146978.000000 Penalty: 5491.488281
	Iteration 63Q: 3 clusters Score -1.114698e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -11146954.000000 Penalty: 5491.488281
	Iteration 64Q: 3 clusters Score -1.114695e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -11147001.000000 Penalty: 5491.488281
	Iteration 65Q: 3 clusters Score -1.1147e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -11147035.000000 Penalty: 5491.488281
	Iteration 66Q: 3 clusters Score -1.114704e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -11147069.000000 Penalty: 5491.488281
	Iteration 67Q: 3 clusters Score -1.114707e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -11147078.000000 Penalty: 5491.488281
	Iteration 68Q: 3 clusters Score -1.114708e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -11147071.000000 Penalty: 5491.488281
	Iteration 69Q: 3 clusters Score -1.114707e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -11147089.000000 Penalty: 5491.488281
	Iteration 70Q: 3 clusters Score -1.114709e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -11147076.000000 Penalty: 5491.488281
	Iteration 71Q: 3 clusters Score -1.114708e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -11147130.000000 Penalty: 5491.488281
	Iteration 72Q: 3 clusters Score -1.114713e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -11147131.000000 Penalty: 5491.488281
	Iteration 73Q: 3 clusters Score -1.114713e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -11147138.000000 Penalty: 5491.488281
	Iteration 74Q: 3 clusters Score -1.114714e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -11147190.000000 Penalty: 5491.488281
	Iteration 75Q: 3 clusters Score -1.114719e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -11147183.000000 Penalty: 5491.488281
	Iteration 76Q: 3 clusters Score -1.114718e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -11147159.000000 Penalty: 5491.488281
	Iteration 77Q: 3 clusters Score -1.114716e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -11147154.000000 Penalty: 5491.488281
	Iteration 78Q: 3 clusters Score -1.114715e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -11147097.000000 Penalty: 5491.488281
	Iteration 79Q: 3 clusters Score -1.11471e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -11147114.000000 Penalty: 5491.488281
	Iteration 80F: 3 clusters Score -1.114711e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53388 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -11147091.000000 Penalty: 5491.488281
	Iteration 81Q: 3 clusters Score -1.114709e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -11147104.000000 Penalty: 5491.488281
	Iteration 82Q: 3 clusters Score -1.11471e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -11147084.000000 Penalty: 5491.488281
	Iteration 83Q: 3 clusters Score -1.114708e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -11147030.000000 Penalty: 5491.488281
	Iteration 84Q: 3 clusters Score -1.114703e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -11146998.000000 Penalty: 5491.488281
	Iteration 85Q: 3 clusters Score -1.1147e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -11146992.000000 Penalty: 5491.488281
	Iteration 86Q: 3 clusters Score -1.114699e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -11146949.000000 Penalty: 5491.488281
	Iteration 87Q: 3 clusters Score -1.114695e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -11146963.000000 Penalty: 5491.488281
	Iteration 88Q: 3 clusters Score -1.114696e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -11146946.000000 Penalty: 5491.488281
	Iteration 89Q: 3 clusters Score -1.114695e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -11146961.000000 Penalty: 5491.488281
	Iteration 90Q: 3 clusters Score -1.114696e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -11146922.000000 Penalty: 5491.488281
	Iteration 91Q: 3 clusters Score -1.114692e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -11146918.000000 Penalty: 5491.488281
	Iteration 92Q: 3 clusters Score -1.114692e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -11146864.000000 Penalty: 5491.488281
	Iteration 93Q: 3 clusters Score -1.114686e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -11146861.000000 Penalty: 5491.488281
	Iteration 94Q: 3 clusters Score -1.114686e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -11146859.000000 Penalty: 5491.488281
	Iteration 95Q: 3 clusters Score -1.114686e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55239 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -11146854.000000 Penalty: 5491.488281
	Iteration 96Q: 3 clusters Score -1.114685e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55388 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -11146820.000000 Penalty: 5491.488281
	Iteration 97Q: 3 clusters Score -1.114682e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -11146827.000000 Penalty: 5491.488281
	Iteration 98Q: 3 clusters Score -1.114683e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55627 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -11146761.000000 Penalty: 5491.488281
	Iteration 99Q: 3 clusters Score -1.114676e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -11146760.000000 Penalty: 5491.488281
	Iteration 100F: 3 clusters Score -1.114676e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -11146746.000000 Penalty: 5491.488281
	Iteration 101Q: 3 clusters Score -1.114675e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55938 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -11146721.000000 Penalty: 5491.488281
	Iteration 102Q: 3 clusters Score -1.114672e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -11146710.000000 Penalty: 5491.488281
	Iteration 103Q: 3 clusters Score -1.114671e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56105 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -11146682.000000 Penalty: 5491.488281
	Iteration 104Q: 3 clusters Score -1.114668e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56178 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -11146650.000000 Penalty: 5491.488281
	Iteration 105Q: 3 clusters Score -1.114665e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56252 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -11146648.000000 Penalty: 5491.488281
	Iteration 106Q: 3 clusters Score -1.114665e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -11146620.000000 Penalty: 5491.488281
	Iteration 107Q: 3 clusters Score -1.114662e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -11146632.000000 Penalty: 5491.488281
	Iteration 108Q: 3 clusters Score -1.114663e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56395 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -11146602.000000 Penalty: 5491.488281
	Iteration 109Q: 3 clusters Score -1.11466e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -11146615.000000 Penalty: 5491.488281
	Iteration 110Q: 3 clusters Score -1.114662e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -11146606.000000 Penalty: 5491.488281
	Iteration 111Q: 3 clusters Score -1.114661e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -11146582.000000 Penalty: 5491.488281
	Iteration 112Q: 3 clusters Score -1.114658e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56642 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -11146524.000000 Penalty: 5491.488281
	Iteration 113Q: 3 clusters Score -1.114652e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -11146484.000000 Penalty: 5491.488281
	Iteration 114Q: 3 clusters Score -1.114648e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56787 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -11146428.000000 Penalty: 5491.488281
	Iteration 115Q: 3 clusters Score -1.114643e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56850 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -11146388.000000 Penalty: 5491.488281
	Iteration 116Q: 3 clusters Score -1.114639e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -11146350.000000 Penalty: 5491.488281
	Iteration 117Q: 3 clusters Score -1.114635e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -11146338.000000 Penalty: 5491.488281
	Iteration 118Q: 3 clusters Score -1.114634e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -11146357.000000 Penalty: 5491.488281
	Iteration 119Q: 3 clusters Score -1.114636e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57017 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -11146335.000000 Penalty: 5491.488281
	Iteration 120F: 3 clusters Score -1.114634e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -11146313.000000 Penalty: 5491.488281
	Iteration 121Q: 3 clusters Score -1.114631e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57089 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -11146297.000000 Penalty: 5491.488281
	Iteration 122Q: 3 clusters Score -1.11463e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57118 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -11146267.000000 Penalty: 5491.488281
	Iteration 123Q: 3 clusters Score -1.114627e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57148 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -11146247.000000 Penalty: 5491.488281
	Iteration 124Q: 3 clusters Score -1.114625e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57177 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -11146245.000000 Penalty: 5491.488281
	Iteration 125Q: 3 clusters Score -1.114624e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -11146231.000000 Penalty: 5491.488281
	Iteration 126Q: 3 clusters Score -1.114623e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57248 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -11146217.000000 Penalty: 5491.488281
	Iteration 127Q: 3 clusters Score -1.114622e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -11146214.000000 Penalty: 5491.488281
	Iteration 128Q: 3 clusters Score -1.114621e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57323 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -11146193.000000 Penalty: 5491.488281
	Iteration 129Q: 3 clusters Score -1.114619e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -11146182.000000 Penalty: 5491.488281
	Iteration 130Q: 3 clusters Score -1.114618e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -11146176.000000 Penalty: 5491.488281
	Iteration 131Q: 3 clusters Score -1.114618e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57424 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -11146181.000000 Penalty: 5491.488281
	Iteration 132Q: 3 clusters Score -1.114618e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -11146186.000000 Penalty: 5491.488281
	Iteration 133Q: 3 clusters Score -1.114619e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -11146178.000000 Penalty: 5491.488281
	Iteration 134Q: 3 clusters Score -1.114618e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57541 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -11146207.000000 Penalty: 5491.488281
	Iteration 135Q: 3 clusters Score -1.114621e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57576 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -11146187.000000 Penalty: 5491.488281
	Iteration 136Q: 3 clusters Score -1.114619e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -11146181.000000 Penalty: 5491.488281
	Iteration 137Q: 3 clusters Score -1.114618e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57635 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -11146160.000000 Penalty: 5491.488281
	Iteration 138Q: 3 clusters Score -1.114616e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -11146141.000000 Penalty: 5491.488281
	Iteration 139Q: 3 clusters Score -1.114614e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -11146150.000000 Penalty: 5491.488281
	Iteration 140F: 3 clusters Score -1.114615e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57791 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -11146096.000000 Penalty: 5491.488281
	Iteration 141Q: 3 clusters Score -1.11461e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57851 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -11146094.000000 Penalty: 5491.488281
	Iteration 142Q: 3 clusters Score -1.114609e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -11146083.000000 Penalty: 5491.488281
	Iteration 143Q: 3 clusters Score -1.114608e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -11146044.000000 Penalty: 5491.488281
	Iteration 144Q: 3 clusters Score -1.114604e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57996 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -11146019.000000 Penalty: 5491.488281
	Iteration 145Q: 3 clusters Score -1.114602e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58015 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -11146025.000000 Penalty: 5491.488281
	Iteration 146Q: 3 clusters Score -1.114602e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58032 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -11145995.000000 Penalty: 5491.488281
	Iteration 147Q: 3 clusters Score -1.1146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -11145964.000000 Penalty: 5491.488281
	Iteration 148Q: 3 clusters Score -1.114596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58047 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -11145973.000000 Penalty: 5491.488281
	Iteration 149Q: 3 clusters Score -1.114597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58055 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -11145978.000000 Penalty: 5491.488281
	Iteration 150Q: 3 clusters Score -1.114598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -11145974.000000 Penalty: 5491.488281
	Iteration 151Q: 3 clusters Score -1.114597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -11145965.000000 Penalty: 5491.488281
	Iteration 152Q: 3 clusters Score -1.114596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -11145962.000000 Penalty: 5491.488281
	Iteration 153Q: 3 clusters Score -1.114596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58076 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -11145966.000000 Penalty: 5491.488281
	Iteration 154Q: 3 clusters Score -1.114597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -11145972.000000 Penalty: 5491.488281
	Iteration 155Q: 3 clusters Score -1.114597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -11145951.000000 Penalty: 5491.488281
	Iteration 156Q: 3 clusters Score -1.114595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -11145952.000000 Penalty: 5491.488281
	Iteration 157Q: 3 clusters Score -1.114595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -11145946.000000 Penalty: 5491.488281
	Iteration 158Q: 3 clusters Score -1.114595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -11145924.000000 Penalty: 5491.488281
	Iteration 159Q: 3 clusters Score -1.114592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -11145900.000000 Penalty: 5491.488281
	Iteration 160F: 3 clusters Score -1.11459e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58151 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -11145904.000000 Penalty: 5491.488281
	Iteration 161Q: 3 clusters Score -1.11459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58159 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -11145911.000000 Penalty: 5491.488281
	Iteration 162Q: 3 clusters Score -1.114591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -11145901.000000 Penalty: 5491.488281
	Iteration 163Q: 3 clusters Score -1.11459e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -11145891.000000 Penalty: 5491.488281
	Iteration 164Q: 3 clusters Score -1.114589e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -11145869.000000 Penalty: 5491.488281
	Iteration 165Q: 3 clusters Score -1.114587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58208 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -11145856.000000 Penalty: 5491.488281
	Iteration 166Q: 3 clusters Score -1.114586e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58220 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -11145854.000000 Penalty: 5491.488281
	Iteration 167Q: 3 clusters Score -1.114585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -11145856.000000 Penalty: 5491.488281
	Iteration 168Q: 3 clusters Score -1.114586e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58243 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -11145853.000000 Penalty: 5491.488281
	Iteration 169Q: 3 clusters Score -1.114585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -11145854.000000 Penalty: 5491.488281
	Iteration 170Q: 3 clusters Score -1.114585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -11145854.000000 Penalty: 5491.488281
	Iteration 171Q: 3 clusters Score -1.114585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -11145834.000000 Penalty: 5491.488281
	Iteration 172Q: 3 clusters Score -1.114583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -11145849.000000 Penalty: 5491.488281
	Iteration 173Q: 3 clusters Score -1.114585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58290 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -11145854.000000 Penalty: 5491.488281
	Iteration 174Q: 3 clusters Score -1.114585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -11145829.000000 Penalty: 5491.488281
	Iteration 175Q: 3 clusters Score -1.114583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -11145843.000000 Penalty: 5491.488281
	Iteration 176Q: 3 clusters Score -1.114584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -11145837.000000 Penalty: 5491.488281
	Iteration 177Q: 3 clusters Score -1.114584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -11145823.000000 Penalty: 5491.488281
	Iteration 178Q: 3 clusters Score -1.114582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -11145828.000000 Penalty: 5491.488281
	Iteration 179Q: 3 clusters Score -1.114583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58313 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -11145833.000000 Penalty: 5491.488281
	Iteration 180F: 3 clusters Score -1.114583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -11145829.000000 Penalty: 5491.488281
	Iteration 181Q: 3 clusters Score -1.114583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -11145821.000000 Penalty: 5491.488281
	Iteration 182Q: 3 clusters Score -1.114582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -11145821.000000 Penalty: 5491.488281
	Iteration 183F: 3 clusters Score -1.114582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 37173 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 58318 members 
Mstep: Class 5 contains 36997 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 7705 members 
Mstep: Class 8 contains 3135 members 
Mstep: Class 9 contains 27387 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 13985 members 
Mstep: Class 12 contains 34682 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10406 members 
Mstep: Class 15 contains 3820 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 67920 members 
Mstep: Class 18 contains 5331 members 
Mstep: Class 19 contains 13892 members 
Mstep: Class 20 contains 75052 members 
Mstep: Class 21 contains 29930 members 
Mstep: Class 22 contains 21511 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11778 members 
Mstep: Class 27 contains 7098 members 
Mstep: Class 28 contains 12385 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6335 members 
Mstep: Class 31 contains 15266 members 
Mstep: Class 32 contains 10479 members 
Mstep: Class 33 contains 1569 members 
Mstep: Class 34 contains 58683 members 
Mstep: Class 35 contains 11393 members 
Mstep: Class 36 contains 4338 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 53000 members 
Mstep: Class 40 contains 1978 members 
Mstep: Class 41 contains 5997 members 
Entering Unmasked Estep 
Score: -115028232.000000 Penalty: 136866.812500
Splitting cluster 4 changes total score from -115026752.000000 to -115028232.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 5 (36997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Entering Unmasked Estep 
Score: -6248177.500000 Penalty: 2608.610840
	Iteration 0F: 2 clusters Score -6248178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -6223004.500000 Penalty: 5217.221680
	Iteration 0F: 3 clusters Score -6223004 nChanged 16857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -6232178.500000 Penalty: 5217.221680
	Iteration 1F: 3 clusters Score -6232178 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -6232725.000000 Penalty: 5217.221680
	Iteration 2Q: 3 clusters Score -6232725 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -6233246.000000 Penalty: 5217.221680
	Iteration 3Q: 3 clusters Score -6233246 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -6233775.000000 Penalty: 5217.221680
	Iteration 4Q: 3 clusters Score -6233775 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -6234549.000000 Penalty: 5217.221680
	Iteration 5Q: 3 clusters Score -6234549 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -6235682.500000 Penalty: 5217.221680
	Iteration 6F: 3 clusters Score -6235682 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -6237312.500000 Penalty: 5217.221680
	Iteration 7F: 3 clusters Score -6237312 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -6239154.000000 Penalty: 5217.221680
	Iteration 8F: 3 clusters Score -6239154 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -6240828.000000 Penalty: 5217.221680
	Iteration 9F: 3 clusters Score -6240828 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -6242183.500000 Penalty: 5217.221680
	Iteration 10F: 3 clusters Score -6242184 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -6242963.000000 Penalty: 5217.221680
	Iteration 11Q: 3 clusters Score -6242963 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -6243412.500000 Penalty: 5217.221680
	Iteration 12Q: 3 clusters Score -6243412 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -6243663.000000 Penalty: 5217.221680
	Iteration 13Q: 3 clusters Score -6243663 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -6243801.500000 Penalty: 5217.221680
	Iteration 14Q: 3 clusters Score -6243802 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -6243963.500000 Penalty: 5217.221680
	Iteration 15Q: 3 clusters Score -6243964 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -6244084.500000 Penalty: 5217.221680
	Iteration 16Q: 3 clusters Score -6244084 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -6244209.000000 Penalty: 5217.221680
	Iteration 17Q: 3 clusters Score -6244209 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -6244320.500000 Penalty: 5217.221680
	Iteration 18Q: 3 clusters Score -6244320 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -6244441.500000 Penalty: 5217.221680
	Iteration 19Q: 3 clusters Score -6244442 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -6244562.000000 Penalty: 5217.221680
	Iteration 20F: 3 clusters Score -6244562 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -6244639.000000 Penalty: 5217.221680
	Iteration 21Q: 3 clusters Score -6244639 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -6244751.000000 Penalty: 5217.221680
	Iteration 22Q: 3 clusters Score -6244751 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -6244811.000000 Penalty: 5217.221680
	Iteration 23Q: 3 clusters Score -6244811 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -6244889.500000 Penalty: 5217.221680
	Iteration 24Q: 3 clusters Score -6244890 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -6245018.500000 Penalty: 5217.221680
	Iteration 25Q: 3 clusters Score -6245018 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -6245086.000000 Penalty: 5217.221680
	Iteration 26Q: 3 clusters Score -6245086 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -6245153.000000 Penalty: 5217.221680
	Iteration 27Q: 3 clusters Score -6245153 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -6245244.500000 Penalty: 5217.221680
	Iteration 28Q: 3 clusters Score -6245244 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -6245316.000000 Penalty: 5217.221680
	Iteration 29Q: 3 clusters Score -6245316 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -6245354.000000 Penalty: 5217.221680
	Iteration 30Q: 3 clusters Score -6245354 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -6245430.000000 Penalty: 5217.221680
	Iteration 31Q: 3 clusters Score -6245430 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -6245479.500000 Penalty: 5217.221680
	Iteration 32Q: 3 clusters Score -6245480 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -6245496.500000 Penalty: 5217.221680
	Iteration 33Q: 3 clusters Score -6245496 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -6245526.000000 Penalty: 5217.221680
	Iteration 34Q: 3 clusters Score -6245526 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -6245557.500000 Penalty: 5217.221680
	Iteration 35Q: 3 clusters Score -6245558 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -6245588.000000 Penalty: 5217.221680
	Iteration 36Q: 3 clusters Score -6245588 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -6245640.000000 Penalty: 5217.221680
	Iteration 37Q: 3 clusters Score -6245640 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -6245684.500000 Penalty: 5217.221680
	Iteration 38Q: 3 clusters Score -6245684 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -6245727.000000 Penalty: 5217.221680
	Iteration 39Q: 3 clusters Score -6245727 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -6245757.500000 Penalty: 5217.221680
	Iteration 40F: 3 clusters Score -6245758 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -6245770.000000 Penalty: 5217.221680
	Iteration 41Q: 3 clusters Score -6245770 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -6245804.000000 Penalty: 5217.221680
	Iteration 42Q: 3 clusters Score -6245804 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -6245843.500000 Penalty: 5217.221680
	Iteration 43Q: 3 clusters Score -6245844 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -6245858.000000 Penalty: 5217.221680
	Iteration 44Q: 3 clusters Score -6245858 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -6245886.000000 Penalty: 5217.221680
	Iteration 45Q: 3 clusters Score -6245886 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -6245920.000000 Penalty: 5217.221680
	Iteration 46Q: 3 clusters Score -6245920 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -6245958.500000 Penalty: 5217.221680
	Iteration 47Q: 3 clusters Score -6245958 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -6246002.000000 Penalty: 5217.221680
	Iteration 48Q: 3 clusters Score -6246002 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -6246063.500000 Penalty: 5217.221680
	Iteration 49Q: 3 clusters Score -6246064 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -6246098.500000 Penalty: 5217.221680
	Iteration 50Q: 3 clusters Score -6246098 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -6246145.000000 Penalty: 5217.221680
	Iteration 51Q: 3 clusters Score -6246145 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -6246165.000000 Penalty: 5217.221680
	Iteration 52Q: 3 clusters Score -6246165 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -6246209.000000 Penalty: 5217.221680
	Iteration 53Q: 3 clusters Score -6246209 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -6246238.500000 Penalty: 5217.221680
	Iteration 54Q: 3 clusters Score -6246238 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -6246299.500000 Penalty: 5217.221680
	Iteration 55Q: 3 clusters Score -6246300 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -6246328.000000 Penalty: 5217.221680
	Iteration 56Q: 3 clusters Score -6246328 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -6246368.000000 Penalty: 5217.221680
	Iteration 57Q: 3 clusters Score -6246368 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -6246407.000000 Penalty: 5217.221680
	Iteration 58Q: 3 clusters Score -6246407 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -6246477.000000 Penalty: 5217.221680
	Iteration 59Q: 3 clusters Score -6246477 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -6246547.500000 Penalty: 5217.221680
	Iteration 60F: 3 clusters Score -6246548 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -6246595.500000 Penalty: 5217.221680
	Iteration 61Q: 3 clusters Score -6246596 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -6246667.500000 Penalty: 5217.221680
	Iteration 62Q: 3 clusters Score -6246668 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -6246691.500000 Penalty: 5217.221680
	Iteration 63Q: 3 clusters Score -6246692 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -6246717.000000 Penalty: 5217.221680
	Iteration 64Q: 3 clusters Score -6246717 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -6246741.500000 Penalty: 5217.221680
	Iteration 65Q: 3 clusters Score -6246742 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -6246765.500000 Penalty: 5217.221680
	Iteration 66Q: 3 clusters Score -6246766 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -6246780.500000 Penalty: 5217.221680
	Iteration 67Q: 3 clusters Score -6246780 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -6246790.500000 Penalty: 5217.221680
	Iteration 68Q: 3 clusters Score -6246790 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -6246806.000000 Penalty: 5217.221680
	Iteration 69Q: 3 clusters Score -6246806 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -6246840.000000 Penalty: 5217.221680
	Iteration 70Q: 3 clusters Score -6246840 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -6246841.500000 Penalty: 5217.221680
	Iteration 71Q: 3 clusters Score -6246842 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -6246870.000000 Penalty: 5217.221680
	Iteration 72Q: 3 clusters Score -6246870 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -6246870.500000 Penalty: 5217.221680
	Iteration 73Q: 3 clusters Score -6246870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -6246896.000000 Penalty: 5217.221680
	Iteration 74Q: 3 clusters Score -6246896 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -6246901.000000 Penalty: 5217.221680
	Iteration 75Q: 3 clusters Score -6246901 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -6246925.000000 Penalty: 5217.221680
	Iteration 76Q: 3 clusters Score -6246925 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -6246954.500000 Penalty: 5217.221680
	Iteration 77Q: 3 clusters Score -6246954 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -6246950.000000 Penalty: 5217.221680
	Iteration 78Q: 3 clusters Score -6246950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -6246963.000000 Penalty: 5217.221680
	Iteration 79Q: 3 clusters Score -6246963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -6246966.500000 Penalty: 5217.221680
	Iteration 80F: 3 clusters Score -6246966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6246972.500000 Penalty: 5217.221680
	Iteration 81Q: 3 clusters Score -6246972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -6246971.500000 Penalty: 5217.221680
	Iteration 82Q: 3 clusters Score -6246972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6246980.000000 Penalty: 5217.221680
	Iteration 83Q: 3 clusters Score -6246980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -6246997.500000 Penalty: 5217.221680
	Iteration 84Q: 3 clusters Score -6246998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -6246996.500000 Penalty: 5217.221680
	Iteration 85Q: 3 clusters Score -6246996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -6246991.000000 Penalty: 5217.221680
	Iteration 86Q: 3 clusters Score -6246991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -6247012.000000 Penalty: 5217.221680
	Iteration 87Q: 3 clusters Score -6247012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -6247007.500000 Penalty: 5217.221680
	Iteration 88Q: 3 clusters Score -6247008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -6247010.500000 Penalty: 5217.221680
	Iteration 89Q: 3 clusters Score -6247010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -6247004.500000 Penalty: 5217.221680
	Iteration 90Q: 3 clusters Score -6247004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6247007.500000 Penalty: 5217.221680
	Iteration 91Q: 3 clusters Score -6247008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -6247011.000000 Penalty: 5217.221680
	Iteration 92Q: 3 clusters Score -6247011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6247026.500000 Penalty: 5217.221680
	Iteration 93Q: 3 clusters Score -6247026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -6247028.000000 Penalty: 5217.221680
	Iteration 94Q: 3 clusters Score -6247028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -6247027.500000 Penalty: 5217.221680
	Iteration 95Q: 3 clusters Score -6247028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -6247030.000000 Penalty: 5217.221680
	Iteration 96Q: 3 clusters Score -6247030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -6247040.500000 Penalty: 5217.221680
	Iteration 97Q: 3 clusters Score -6247040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -6247044.500000 Penalty: 5217.221680
	Iteration 98Q: 3 clusters Score -6247044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6247059.500000 Penalty: 5217.221680
	Iteration 99Q: 3 clusters Score -6247060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -6247062.000000 Penalty: 5217.221680
	Iteration 100F: 3 clusters Score -6247062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -6247065.500000 Penalty: 5217.221680
	Iteration 101Q: 3 clusters Score -6247066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -6247061.000000 Penalty: 5217.221680
	Iteration 102Q: 3 clusters Score -6247061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -6247067.000000 Penalty: 5217.221680
	Iteration 103Q: 3 clusters Score -6247067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -6247067.000000 Penalty: 5217.221680
	Iteration 104F: 3 clusters Score -6247067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Entering Unmasked Estep 
Score: -850893.687500 Penalty: 2119.401855
	Iteration 0F: 2 clusters Score -850893.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -846324.375000 Penalty: 4238.803711
	Iteration 0F: 3 clusters Score -846324.4 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -847500.250000 Penalty: 4238.803711
	Iteration 1F: 3 clusters Score -847500.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -847786.375000 Penalty: 4238.803711
	Iteration 2F: 3 clusters Score -847786.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -848024.500000 Penalty: 4238.803711
	Iteration 3F: 3 clusters Score -848024.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -848195.562500 Penalty: 4238.803711
	Iteration 4Q: 3 clusters Score -848195.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -848308.812500 Penalty: 4238.803711
	Iteration 5Q: 3 clusters Score -848308.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -848382.812500 Penalty: 4238.803711
	Iteration 6Q: 3 clusters Score -848382.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -848437.937500 Penalty: 4238.803711
	Iteration 7Q: 3 clusters Score -848437.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -848481.687500 Penalty: 4238.803711
	Iteration 8Q: 3 clusters Score -848481.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -848508.375000 Penalty: 4238.803711
	Iteration 9Q: 3 clusters Score -848508.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -848527.187500 Penalty: 4238.803711
	Iteration 10Q: 3 clusters Score -848527.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -848547.500000 Penalty: 4238.803711
	Iteration 11Q: 3 clusters Score -848547.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -848561.750000 Penalty: 4238.803711
	Iteration 12Q: 3 clusters Score -848561.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -848569.437500 Penalty: 4238.803711
	Iteration 13Q: 3 clusters Score -848569.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -848581.375000 Penalty: 4238.803711
	Iteration 14Q: 3 clusters Score -848581.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -848590.375000 Penalty: 4238.803711
	Iteration 15Q: 3 clusters Score -848590.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -848598.000000 Penalty: 4238.803711
	Iteration 16Q: 3 clusters Score -848598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -848605.812500 Penalty: 4238.803711
	Iteration 17Q: 3 clusters Score -848605.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -848615.312500 Penalty: 4238.803711
	Iteration 18Q: 3 clusters Score -848615.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -848618.375000 Penalty: 4238.803711
	Iteration 19Q: 3 clusters Score -848618.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -848624.187500 Penalty: 4238.803711
	Iteration 20F: 3 clusters Score -848624.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -848630.500000 Penalty: 4238.803711
	Iteration 21Q: 3 clusters Score -848630.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -848634.500000 Penalty: 4238.803711
	Iteration 22Q: 3 clusters Score -848634.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -848639.375000 Penalty: 4238.803711
	Iteration 23Q: 3 clusters Score -848639.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -848644.687500 Penalty: 4238.803711
	Iteration 24Q: 3 clusters Score -848644.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -848647.687500 Penalty: 4238.803711
	Iteration 25Q: 3 clusters Score -848647.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -848651.250000 Penalty: 4238.803711
	Iteration 26Q: 3 clusters Score -848651.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -848655.312500 Penalty: 4238.803711
	Iteration 27Q: 3 clusters Score -848655.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -848658.125000 Penalty: 4238.803711
	Iteration 28Q: 3 clusters Score -848658.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -848663.750000 Penalty: 4238.803711
	Iteration 29Q: 3 clusters Score -848663.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -848668.687500 Penalty: 4238.803711
	Iteration 30Q: 3 clusters Score -848668.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -848672.000000 Penalty: 4238.803711
	Iteration 31Q: 3 clusters Score -848672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -848674.000000 Penalty: 4238.803711
	Iteration 32Q: 3 clusters Score -848674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -848681.125000 Penalty: 4238.803711
	Iteration 33Q: 3 clusters Score -848681.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -848687.687500 Penalty: 4238.803711
	Iteration 34Q: 3 clusters Score -848687.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -848696.000000 Penalty: 4238.803711
	Iteration 35Q: 3 clusters Score -848696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -848702.250000 Penalty: 4238.803711
	Iteration 36Q: 3 clusters Score -848702.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -848713.562500 Penalty: 4238.803711
	Iteration 37Q: 3 clusters Score -848713.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -848721.750000 Penalty: 4238.803711
	Iteration 38Q: 3 clusters Score -848721.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -848732.625000 Penalty: 4238.803711
	Iteration 39Q: 3 clusters Score -848732.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -848738.750000 Penalty: 4238.803711
	Iteration 40F: 3 clusters Score -848738.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -848744.062500 Penalty: 4238.803711
	Iteration 41Q: 3 clusters Score -848744.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -848752.875000 Penalty: 4238.803711
	Iteration 42Q: 3 clusters Score -848752.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -848756.750000 Penalty: 4238.803711
	Iteration 43Q: 3 clusters Score -848756.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -848758.750000 Penalty: 4238.803711
	Iteration 44Q: 3 clusters Score -848758.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -848761.562500 Penalty: 4238.803711
	Iteration 45Q: 3 clusters Score -848761.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -848763.937500 Penalty: 4238.803711
	Iteration 46Q: 3 clusters Score -848763.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -848765.625000 Penalty: 4238.803711
	Iteration 47Q: 3 clusters Score -848765.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -848768.375000 Penalty: 4238.803711
	Iteration 48Q: 3 clusters Score -848768.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -848769.937500 Penalty: 4238.803711
	Iteration 49Q: 3 clusters Score -848769.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -848771.437500 Penalty: 4238.803711
	Iteration 50Q: 3 clusters Score -848771.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -848771.875000 Penalty: 4238.803711
	Iteration 51Q: 3 clusters Score -848771.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -848774.062500 Penalty: 4238.803711
	Iteration 52Q: 3 clusters Score -848774.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -848774.875000 Penalty: 4238.803711
	Iteration 53Q: 3 clusters Score -848774.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -848776.000000 Penalty: 4238.803711
	Iteration 54Q: 3 clusters Score -848776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -848779.562500 Penalty: 4238.803711
	Iteration 55Q: 3 clusters Score -848779.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -848780.125000 Penalty: 4238.803711
	Iteration 56Q: 3 clusters Score -848780.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -848784.000000 Penalty: 4238.803711
	Iteration 57Q: 3 clusters Score -848784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -848787.375000 Penalty: 4238.803711
	Iteration 58Q: 3 clusters Score -848787.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -848789.750000 Penalty: 4238.803711
	Iteration 59Q: 3 clusters Score -848789.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -848791.750000 Penalty: 4238.803711
	Iteration 60F: 3 clusters Score -848791.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -848791.250000 Penalty: 4238.803711
	Iteration 61Q: 3 clusters Score -848791.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -848791.437500 Penalty: 4238.803711
	Iteration 62Q: 3 clusters Score -848791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -848791.375000 Penalty: 4238.803711
	Iteration 63Q: 3 clusters Score -848791.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -848791.375000 Penalty: 4238.803711
	Iteration 64F: 3 clusters Score -848791.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Entering Unmasked Estep 
Score: -1326155.500000 Penalty: 2219.507080
	Iteration 0F: 2 clusters Score -1326156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1319967.000000 Penalty: 4439.014160
	Iteration 0F: 3 clusters Score -1319967 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1321636.375000 Penalty: 4439.014160
	Iteration 1F: 3 clusters Score -1321636 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1321922.375000 Penalty: 4439.014160
	Iteration 2F: 3 clusters Score -1321922 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1322110.625000 Penalty: 4439.014160
	Iteration 3F: 3 clusters Score -1322111 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1322269.750000 Penalty: 4439.014160
	Iteration 4Q: 3 clusters Score -1322270 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1322408.250000 Penalty: 4439.014160
	Iteration 5Q: 3 clusters Score -1322408 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1322533.625000 Penalty: 4439.014160
	Iteration 6Q: 3 clusters Score -1322534 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1322671.625000 Penalty: 4439.014160
	Iteration 7Q: 3 clusters Score -1322672 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1322807.125000 Penalty: 4439.014160
	Iteration 8Q: 3 clusters Score -1322807 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1322920.375000 Penalty: 4439.014160
	Iteration 9Q: 3 clusters Score -1322920 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1323038.625000 Penalty: 4439.014160
	Iteration 10Q: 3 clusters Score -1323039 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1323175.375000 Penalty: 4439.014160
	Iteration 11Q: 3 clusters Score -1323175 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1323278.500000 Penalty: 4439.014160
	Iteration 12Q: 3 clusters Score -1323278 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1323373.250000 Penalty: 4439.014160
	Iteration 13Q: 3 clusters Score -1323373 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1323460.875000 Penalty: 4439.014160
	Iteration 14Q: 3 clusters Score -1323461 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1323544.375000 Penalty: 4439.014160
	Iteration 15Q: 3 clusters Score -1323544 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1323623.000000 Penalty: 4439.014160
	Iteration 16Q: 3 clusters Score -1323623 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1323694.000000 Penalty: 4439.014160
	Iteration 17Q: 3 clusters Score -1323694 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1323753.625000 Penalty: 4439.014160
	Iteration 18Q: 3 clusters Score -1323754 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1323786.500000 Penalty: 4439.014160
	Iteration 19Q: 3 clusters Score -1323786 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1323814.000000 Penalty: 4439.014160
	Iteration 20F: 3 clusters Score -1323814 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1323836.750000 Penalty: 4439.014160
	Iteration 21Q: 3 clusters Score -1323837 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1323867.375000 Penalty: 4439.014160
	Iteration 22Q: 3 clusters Score -1323867 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1323886.125000 Penalty: 4439.014160
	Iteration 23Q: 3 clusters Score -1323886 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1323902.500000 Penalty: 4439.014160
	Iteration 24Q: 3 clusters Score -1323902 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1323923.250000 Penalty: 4439.014160
	Iteration 25Q: 3 clusters Score -1323923 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1323939.875000 Penalty: 4439.014160
	Iteration 26Q: 3 clusters Score -1323940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1323956.750000 Penalty: 4439.014160
	Iteration 27Q: 3 clusters Score -1323957 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1323973.125000 Penalty: 4439.014160
	Iteration 28Q: 3 clusters Score -1323973 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1323984.000000 Penalty: 4439.014160
	Iteration 29Q: 3 clusters Score -1323984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1323991.875000 Penalty: 4439.014160
	Iteration 30Q: 3 clusters Score -1323992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1323998.125000 Penalty: 4439.014160
	Iteration 31Q: 3 clusters Score -1323998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1324004.625000 Penalty: 4439.014160
	Iteration 32Q: 3 clusters Score -1324005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1324013.250000 Penalty: 4439.014160
	Iteration 33Q: 3 clusters Score -1324013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1324015.125000 Penalty: 4439.014160
	Iteration 34Q: 3 clusters Score -1324015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1324017.125000 Penalty: 4439.014160
	Iteration 35Q: 3 clusters Score -1324017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1324022.125000 Penalty: 4439.014160
	Iteration 36Q: 3 clusters Score -1324022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1324023.500000 Penalty: 4439.014160
	Iteration 37Q: 3 clusters Score -1324024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1324026.125000 Penalty: 4439.014160
	Iteration 38Q: 3 clusters Score -1324026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1324028.875000 Penalty: 4439.014160
	Iteration 39Q: 3 clusters Score -1324029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1324027.875000 Penalty: 4439.014160
	Iteration 40F: 3 clusters Score -1324028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1324030.500000 Penalty: 4439.014160
	Iteration 41Q: 3 clusters Score -1324030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1324031.000000 Penalty: 4439.014160
	Iteration 42Q: 3 clusters Score -1324031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1324030.125000 Penalty: 4439.014160
	Iteration 43Q: 3 clusters Score -1324030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1324030.875000 Penalty: 4439.014160
	Iteration 44Q: 3 clusters Score -1324031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1324031.625000 Penalty: 4439.014160
	Iteration 45Q: 3 clusters Score -1324032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1324030.750000 Penalty: 4439.014160
	Iteration 46Q: 3 clusters Score -1324031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1324032.000000 Penalty: 4439.014160
	Iteration 47Q: 3 clusters Score -1324032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1324032.000000 Penalty: 4439.014160
	Iteration 48Q: 3 clusters Score -1324032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1324031.250000 Penalty: 4439.014160
	Iteration 49Q: 3 clusters Score -1324031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1324030.750000 Penalty: 4439.014160
	Iteration 50Q: 3 clusters Score -1324031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1324030.750000 Penalty: 4439.014160
	Iteration 51F: 3 clusters Score -1324031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Entering Unmasked Estep 
Score: -492713.875000 Penalty: 1996.495361
	Iteration 0F: 2 clusters Score -492713.9 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 1615 members 
Entering Unmasked Estep 
Score: -489504.718750 Penalty: 3992.990723
	Iteration 0F: 3 clusters Score -489504.7 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -490923.531250 Penalty: 3992.990723
	Iteration 1F: 3 clusters Score -490923.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -491657.437500 Penalty: 3992.990723
	Iteration 2F: 3 clusters Score -491657.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -492155.718750 Penalty: 3992.990723
	Iteration 3F: 3 clusters Score -492155.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -492398.875000 Penalty: 3992.990723
	Iteration 4F: 3 clusters Score -492398.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -492546.750000 Penalty: 3992.990723
	Iteration 5Q: 3 clusters Score -492546.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -492655.500000 Penalty: 3992.990723
	Iteration 6Q: 3 clusters Score -492655.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -492736.000000 Penalty: 3992.990723
	Iteration 7Q: 3 clusters Score -492736 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -492803.437500 Penalty: 3992.990723
	Iteration 8Q: 3 clusters Score -492803.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -492847.468750 Penalty: 3992.990723
	Iteration 9Q: 3 clusters Score -492847.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -492874.125000 Penalty: 3992.990723
	Iteration 10Q: 3 clusters Score -492874.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -492900.000000 Penalty: 3992.990723
	Iteration 11Q: 3 clusters Score -492900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -492924.468750 Penalty: 3992.990723
	Iteration 12Q: 3 clusters Score -492924.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -492950.406250 Penalty: 3992.990723
	Iteration 13Q: 3 clusters Score -492950.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -492978.187500 Penalty: 3992.990723
	Iteration 14Q: 3 clusters Score -492978.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -493009.000000 Penalty: 3992.990723
	Iteration 15Q: 3 clusters Score -493009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -493042.031250 Penalty: 3992.990723
	Iteration 16Q: 3 clusters Score -493042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -493093.343750 Penalty: 3992.990723
	Iteration 17Q: 3 clusters Score -493093.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -493168.750000 Penalty: 3992.990723
	Iteration 18Q: 3 clusters Score -493168.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -493226.875000 Penalty: 3992.990723
	Iteration 19Q: 3 clusters Score -493226.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -493259.687500 Penalty: 3992.990723
	Iteration 20F: 3 clusters Score -493259.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -493280.968750 Penalty: 3992.990723
	Iteration 21Q: 3 clusters Score -493281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -493290.093750 Penalty: 3992.990723
	Iteration 22Q: 3 clusters Score -493290.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -493296.406250 Penalty: 3992.990723
	Iteration 23Q: 3 clusters Score -493296.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -493301.812500 Penalty: 3992.990723
	Iteration 24Q: 3 clusters Score -493301.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -493304.718750 Penalty: 3992.990723
	Iteration 25Q: 3 clusters Score -493304.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -493306.781250 Penalty: 3992.990723
	Iteration 26Q: 3 clusters Score -493306.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -493310.031250 Penalty: 3992.990723
	Iteration 27Q: 3 clusters Score -493310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -493312.812500 Penalty: 3992.990723
	Iteration 28Q: 3 clusters Score -493312.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -493312.812500 Penalty: 3992.990723
	Iteration 29F: 3 clusters Score -493312.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 37173 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 58318 members 
Mstep: Class 5 contains 36997 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 7705 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 27387 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 13985 members 
Mstep: Class 12 contains 34682 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10406 members 
Mstep: Class 15 contains 3820 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 67920 members 
Mstep: Class 18 contains 5331 members 
Mstep: Class 19 contains 13892 members 
Mstep: Class 20 contains 75052 members 
Mstep: Class 21 contains 29930 members 
Mstep: Class 22 contains 21511 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11778 members 
Mstep: Class 27 contains 7098 members 
Mstep: Class 28 contains 12385 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6335 members 
Mstep: Class 31 contains 15266 members 
Mstep: Class 32 contains 10479 members 
Mstep: Class 33 contains 1569 members 
Mstep: Class 34 contains 58683 members 
Mstep: Class 35 contains 11393 members 
Mstep: Class 36 contains 4338 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 53000 members 
Mstep: Class 40 contains 1978 members 
Mstep: Class 41 contains 5997 members 
Mstep: Class 42 contains 989 members 
Entering Unmasked Estep 
Score: -115027336.000000 Penalty: 140205.031250
Splitting cluster 8 changes total score from -115026752.000000 to -115027336.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 9 (27387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Entering Unmasked Estep 
Score: -4803162.000000 Penalty: 2534.020264
	Iteration 0F: 2 clusters Score -4803162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -4784237.500000 Penalty: 5068.040527
	Iteration 0F: 3 clusters Score -4784238 nChanged 12314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -4790823.500000 Penalty: 5068.040527
	Iteration 1F: 3 clusters Score -4790824 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -4791276.000000 Penalty: 5068.040527
	Iteration 2Q: 3 clusters Score -4791276 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -4791683.500000 Penalty: 5068.040527
	Iteration 3Q: 3 clusters Score -4791684 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -4791990.000000 Penalty: 5068.040527
	Iteration 4Q: 3 clusters Score -4791990 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -4792317.000000 Penalty: 5068.040527
	Iteration 5Q: 3 clusters Score -4792317 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -4792680.000000 Penalty: 5068.040527
	Iteration 6Q: 3 clusters Score -4792680 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -4793219.500000 Penalty: 5068.040527
	Iteration 7Q: 3 clusters Score -4793220 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -4793912.500000 Penalty: 5068.040527
	Iteration 8Q: 3 clusters Score -4793912 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -4794897.000000 Penalty: 5068.040527
	Iteration 9F: 3 clusters Score -4794897 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -4796252.500000 Penalty: 5068.040527
	Iteration 10F: 3 clusters Score -4796252 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -4797788.500000 Penalty: 5068.040527
	Iteration 11F: 3 clusters Score -4797788 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4799259.000000 Penalty: 5068.040527
	Iteration 12F: 3 clusters Score -4799259 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4800138.500000 Penalty: 5068.040527
	Iteration 13Q: 3 clusters Score -4800138 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4800564.000000 Penalty: 5068.040527
	Iteration 14Q: 3 clusters Score -4800564 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4800779.000000 Penalty: 5068.040527
	Iteration 15Q: 3 clusters Score -4800779 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4800927.000000 Penalty: 5068.040527
	Iteration 16Q: 3 clusters Score -4800927 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4800978.000000 Penalty: 5068.040527
	Iteration 17Q: 3 clusters Score -4800978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4800991.500000 Penalty: 5068.040527
	Iteration 18Q: 3 clusters Score -4800992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4801001.500000 Penalty: 5068.040527
	Iteration 19Q: 3 clusters Score -4801002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4801009.500000 Penalty: 5068.040527
	Iteration 20F: 3 clusters Score -4801010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4801011.500000 Penalty: 5068.040527
	Iteration 21Q: 3 clusters Score -4801012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4801009.500000 Penalty: 5068.040527
	Iteration 22Q: 3 clusters Score -4801010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4801009.500000 Penalty: 5068.040527
	Iteration 23F: 3 clusters Score -4801010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -78161.039062 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -78161.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -76954.203125 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -76954.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -77940.835938 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -77940.84 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -78651.156250 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -78651.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -79181.789062 Penalty: 3144.818115
	Iteration 3F: 3 clusters Score -79181.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -79407.101562 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -79407.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -79584.031250 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -79584.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -79626.257812 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -79626.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -79640.851562 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -79640.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -79642.726562 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -79642.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -79642.726562 Penalty: 3144.818115
	Iteration 9F: 3 clusters Score -79642.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 37173 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 58318 members 
Mstep: Class 5 contains 36997 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 7705 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 27387 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 13985 members 
Mstep: Class 12 contains 34682 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10406 members 
Mstep: Class 15 contains 3820 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 67920 members 
Mstep: Class 18 contains 5331 members 
Mstep: Class 19 contains 13892 members 
Mstep: Class 20 contains 75052 members 
Mstep: Class 21 contains 29930 members 
Mstep: Class 22 contains 21511 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11778 members 
Mstep: Class 27 contains 7098 members 
Mstep: Class 28 contains 12385 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6335 members 
Mstep: Class 31 contains 15266 members 
Mstep: Class 32 contains 10479 members 
Mstep: Class 33 contains 1569 members 
Mstep: Class 34 contains 58683 members 
Mstep: Class 35 contains 11393 members 
Mstep: Class 36 contains 4338 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 53000 members 
Mstep: Class 40 contains 1978 members 
Mstep: Class 41 contains 5997 members 
Mstep: Class 42 contains 989 members 
Mstep: Class 43 contains 451 members 
Entering Unmasked Estep 
Score: -115027120.000000 Penalty: 143543.250000
Splitting cluster 10 changes total score from -115026752.000000 to -115027120.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 11 (13985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Entering Unmasked Estep 
Score: -2312204.500000 Penalty: 2367.343506
	Iteration 0F: 2 clusters Score -2312204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2302035.250000 Penalty: 4734.687012
	Iteration 0F: 3 clusters Score -2302035 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2305898.000000 Penalty: 4734.687012
	Iteration 1F: 3 clusters Score -2305898 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2307005.500000 Penalty: 4734.687012
	Iteration 2F: 3 clusters Score -2307006 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2308307.500000 Penalty: 4734.687012
	Iteration 3F: 3 clusters Score -2308308 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2309374.000000 Penalty: 4734.687012
	Iteration 4F: 3 clusters Score -2309374 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2310041.000000 Penalty: 4734.687012
	Iteration 5F: 3 clusters Score -2310041 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2310429.750000 Penalty: 4734.687012
	Iteration 6Q: 3 clusters Score -2310430 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2310636.250000 Penalty: 4734.687012
	Iteration 7Q: 3 clusters Score -2310636 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2310769.750000 Penalty: 4734.687012
	Iteration 8Q: 3 clusters Score -2310770 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2310858.500000 Penalty: 4734.687012
	Iteration 9Q: 3 clusters Score -2310858 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2310965.000000 Penalty: 4734.687012
	Iteration 10Q: 3 clusters Score -2310965 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2311054.500000 Penalty: 4734.687012
	Iteration 11Q: 3 clusters Score -2311054 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2311122.250000 Penalty: 4734.687012
	Iteration 12Q: 3 clusters Score -2311122 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2311210.000000 Penalty: 4734.687012
	Iteration 13Q: 3 clusters Score -2311210 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2311276.250000 Penalty: 4734.687012
	Iteration 14Q: 3 clusters Score -2311276 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2311356.750000 Penalty: 4734.687012
	Iteration 15Q: 3 clusters Score -2311357 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2311422.250000 Penalty: 4734.687012
	Iteration 16Q: 3 clusters Score -2311422 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2311498.750000 Penalty: 4734.687012
	Iteration 17Q: 3 clusters Score -2311499 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2311559.500000 Penalty: 4734.687012
	Iteration 18Q: 3 clusters Score -2311560 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2311603.750000 Penalty: 4734.687012
	Iteration 19Q: 3 clusters Score -2311604 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2311656.000000 Penalty: 4734.687012
	Iteration 20F: 3 clusters Score -2311656 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2311699.500000 Penalty: 4734.687012
	Iteration 21Q: 3 clusters Score -2311700 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2311743.750000 Penalty: 4734.687012
	Iteration 22Q: 3 clusters Score -2311744 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2311783.250000 Penalty: 4734.687012
	Iteration 23Q: 3 clusters Score -2311783 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2311815.500000 Penalty: 4734.687012
	Iteration 24Q: 3 clusters Score -2311816 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2311829.750000 Penalty: 4734.687012
	Iteration 25Q: 3 clusters Score -2311830 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2311859.750000 Penalty: 4734.687012
	Iteration 26Q: 3 clusters Score -2311860 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2311882.500000 Penalty: 4734.687012
	Iteration 27Q: 3 clusters Score -2311882 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2311899.500000 Penalty: 4734.687012
	Iteration 28Q: 3 clusters Score -2311900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2311913.750000 Penalty: 4734.687012
	Iteration 29Q: 3 clusters Score -2311914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2311914.750000 Penalty: 4734.687012
	Iteration 30Q: 3 clusters Score -2311915 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2311921.000000 Penalty: 4734.687012
	Iteration 31Q: 3 clusters Score -2311921 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2311925.000000 Penalty: 4734.687012
	Iteration 32Q: 3 clusters Score -2311925 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2311935.250000 Penalty: 4734.687012
	Iteration 33Q: 3 clusters Score -2311935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2311939.750000 Penalty: 4734.687012
	Iteration 34Q: 3 clusters Score -2311940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2311939.500000 Penalty: 4734.687012
	Iteration 35Q: 3 clusters Score -2311940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2311941.500000 Penalty: 4734.687012
	Iteration 36Q: 3 clusters Score -2311942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2311948.750000 Penalty: 4734.687012
	Iteration 37Q: 3 clusters Score -2311949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2311948.500000 Penalty: 4734.687012
	Iteration 38Q: 3 clusters Score -2311948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2311949.250000 Penalty: 4734.687012
	Iteration 39Q: 3 clusters Score -2311949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2311951.000000 Penalty: 4734.687012
	Iteration 40F: 3 clusters Score -2311951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2311958.250000 Penalty: 4734.687012
	Iteration 41Q: 3 clusters Score -2311958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2311957.750000 Penalty: 4734.687012
	Iteration 42Q: 3 clusters Score -2311958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2311965.000000 Penalty: 4734.687012
	Iteration 43Q: 3 clusters Score -2311965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2311964.250000 Penalty: 4734.687012
	Iteration 44Q: 3 clusters Score -2311964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2311967.750000 Penalty: 4734.687012
	Iteration 45Q: 3 clusters Score -2311968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2311972.250000 Penalty: 4734.687012
	Iteration 46Q: 3 clusters Score -2311972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2311970.500000 Penalty: 4734.687012
	Iteration 47Q: 3 clusters Score -2311970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2311975.250000 Penalty: 4734.687012
	Iteration 48Q: 3 clusters Score -2311975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2311986.000000 Penalty: 4734.687012
	Iteration 49Q: 3 clusters Score -2311986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2311988.500000 Penalty: 4734.687012
	Iteration 50Q: 3 clusters Score -2311988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2311989.000000 Penalty: 4734.687012
	Iteration 51Q: 3 clusters Score -2311989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2311996.750000 Penalty: 4734.687012
	Iteration 52Q: 3 clusters Score -2311997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2312002.000000 Penalty: 4734.687012
	Iteration 53Q: 3 clusters Score -2312002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2311999.500000 Penalty: 4734.687012
	Iteration 54Q: 3 clusters Score -2312000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2312002.000000 Penalty: 4734.687012
	Iteration 55Q: 3 clusters Score -2312002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2312003.500000 Penalty: 4734.687012
	Iteration 56Q: 3 clusters Score -2312004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2312012.500000 Penalty: 4734.687012
	Iteration 57Q: 3 clusters Score -2312012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2312019.000000 Penalty: 4734.687012
	Iteration 58Q: 3 clusters Score -2312019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2312022.500000 Penalty: 4734.687012
	Iteration 59Q: 3 clusters Score -2312022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2312028.500000 Penalty: 4734.687012
	Iteration 60F: 3 clusters Score -2312028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2312023.500000 Penalty: 4734.687012
	Iteration 61Q: 3 clusters Score -2312024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2312032.750000 Penalty: 4734.687012
	Iteration 62Q: 3 clusters Score -2312033 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2312065.500000 Penalty: 4734.687012
	Iteration 63Q: 3 clusters Score -2312066 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2312133.500000 Penalty: 4734.687012
	Iteration 64Q: 3 clusters Score -2312134 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2312322.500000 Penalty: 4734.687012
	Iteration 65Q: 3 clusters Score -2312322 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2312781.500000 Penalty: 4734.687012
	Iteration 66Q: 3 clusters Score -2312782 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2313050.500000 Penalty: 4734.687012
	Iteration 67Q: 3 clusters Score -2313050 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2313118.750000 Penalty: 4734.687012
	Iteration 68Q: 3 clusters Score -2313119 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2313150.500000 Penalty: 4734.687012
	Iteration 69Q: 3 clusters Score -2313150 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2313163.250000 Penalty: 4734.687012
	Iteration 70Q: 3 clusters Score -2313163 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2313171.000000 Penalty: 4734.687012
	Iteration 71Q: 3 clusters Score -2313171 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2313177.500000 Penalty: 4734.687012
	Iteration 72Q: 3 clusters Score -2313178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2313185.250000 Penalty: 4734.687012
	Iteration 73Q: 3 clusters Score -2313185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2313195.500000 Penalty: 4734.687012
	Iteration 74Q: 3 clusters Score -2313196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2313201.750000 Penalty: 4734.687012
	Iteration 75Q: 3 clusters Score -2313202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2313197.000000 Penalty: 4734.687012
	Iteration 76Q: 3 clusters Score -2313197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2313196.000000 Penalty: 4734.687012
	Iteration 77Q: 3 clusters Score -2313196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2313203.000000 Penalty: 4734.687012
	Iteration 78Q: 3 clusters Score -2313203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2313203.000000 Penalty: 4734.687012
	Iteration 79Q: 3 clusters Score -2313203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2313201.500000 Penalty: 4734.687012
	Iteration 80F: 3 clusters Score -2313202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2313199.500000 Penalty: 4734.687012
	Iteration 81Q: 3 clusters Score -2313200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2313201.500000 Penalty: 4734.687012
	Iteration 82Q: 3 clusters Score -2313202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2313201.250000 Penalty: 4734.687012
	Iteration 83Q: 3 clusters Score -2313201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2313200.000000 Penalty: 4734.687012
	Iteration 84Q: 3 clusters Score -2313200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2313200.750000 Penalty: 4734.687012
	Iteration 85Q: 3 clusters Score -2313201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2313206.250000 Penalty: 4734.687012
	Iteration 86Q: 3 clusters Score -2313206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2313207.500000 Penalty: 4734.687012
	Iteration 87Q: 3 clusters Score -2313208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2313207.750000 Penalty: 4734.687012
	Iteration 88Q: 3 clusters Score -2313208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2313207.750000 Penalty: 4734.687012
	Iteration 89F: 3 clusters Score -2313208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 37173 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 58318 members 
Mstep: Class 5 contains 36997 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 7705 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 27387 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 10502 members 
Mstep: Class 12 contains 34682 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10406 members 
Mstep: Class 15 contains 3820 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 67920 members 
Mstep: Class 18 contains 5331 members 
Mstep: Class 19 contains 13892 members 
Mstep: Class 20 contains 75052 members 
Mstep: Class 21 contains 29930 members 
Mstep: Class 22 contains 21511 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11778 members 
Mstep: Class 27 contains 7098 members 
Mstep: Class 28 contains 12385 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6335 members 
Mstep: Class 31 contains 15266 members 
Mstep: Class 32 contains 10479 members 
Mstep: Class 33 contains 1569 members 
Mstep: Class 34 contains 58683 members 
Mstep: Class 35 contains 11393 members 
Mstep: Class 36 contains 4338 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 53000 members 
Mstep: Class 40 contains 1978 members 
Mstep: Class 41 contains 5997 members 
Mstep: Class 42 contains 989 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 3483 members 
Entering Unmasked Estep 
Score: -115026600.000000 Penalty: 146881.468750
Splitting cluster 11 changes total score from -115026752.000000 to -115026600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (34682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Entering Unmasked Estep 
Score: -5885585.500000 Penalty: 2592.585938
	Iteration 0F: 2 clusters Score -5885586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -5862187.000000 Penalty: 5185.171875
	Iteration 0F: 3 clusters Score -5862187 nChanged 15638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -5871064.000000 Penalty: 5185.171875
	Iteration 1F: 3 clusters Score -5871064 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -5872344.500000 Penalty: 5185.171875
	Iteration 2F: 3 clusters Score -5872344 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -5873674.500000 Penalty: 5185.171875
	Iteration 3F: 3 clusters Score -5873674 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -5874939.000000 Penalty: 5185.171875
	Iteration 4F: 3 clusters Score -5874939 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -5876037.500000 Penalty: 5185.171875
	Iteration 5F: 3 clusters Score -5876038 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -5877072.500000 Penalty: 5185.171875
	Iteration 6F: 3 clusters Score -5877072 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -5878024.000000 Penalty: 5185.171875
	Iteration 7F: 3 clusters Score -5878024 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -5878756.000000 Penalty: 5185.171875
	Iteration 8Q: 3 clusters Score -5878756 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -5879413.000000 Penalty: 5185.171875
	Iteration 9Q: 3 clusters Score -5879413 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -5879925.500000 Penalty: 5185.171875
	Iteration 10Q: 3 clusters Score -5879926 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -5880317.000000 Penalty: 5185.171875
	Iteration 11Q: 3 clusters Score -5880317 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -5880651.500000 Penalty: 5185.171875
	Iteration 12Q: 3 clusters Score -5880652 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -5880884.000000 Penalty: 5185.171875
	Iteration 13Q: 3 clusters Score -5880884 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -5881038.000000 Penalty: 5185.171875
	Iteration 14Q: 3 clusters Score -5881038 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -5881121.000000 Penalty: 5185.171875
	Iteration 15Q: 3 clusters Score -5881121 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -5881232.000000 Penalty: 5185.171875
	Iteration 16Q: 3 clusters Score -5881232 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -5881287.500000 Penalty: 5185.171875
	Iteration 17Q: 3 clusters Score -5881288 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -5881363.500000 Penalty: 5185.171875
	Iteration 18Q: 3 clusters Score -5881364 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -5881443.500000 Penalty: 5185.171875
	Iteration 19Q: 3 clusters Score -5881444 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -5881497.000000 Penalty: 5185.171875
	Iteration 20F: 3 clusters Score -5881497 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -5881566.000000 Penalty: 5185.171875
	Iteration 21Q: 3 clusters Score -5881566 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -5881661.500000 Penalty: 5185.171875
	Iteration 22Q: 3 clusters Score -5881662 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -5881694.500000 Penalty: 5185.171875
	Iteration 23Q: 3 clusters Score -5881694 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -5881811.500000 Penalty: 5185.171875
	Iteration 24Q: 3 clusters Score -5881812 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -5881932.000000 Penalty: 5185.171875
	Iteration 25Q: 3 clusters Score -5881932 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -5881985.500000 Penalty: 5185.171875
	Iteration 26Q: 3 clusters Score -5881986 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -5882114.500000 Penalty: 5185.171875
	Iteration 27Q: 3 clusters Score -5882114 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -5882203.500000 Penalty: 5185.171875
	Iteration 28Q: 3 clusters Score -5882204 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -5882320.000000 Penalty: 5185.171875
	Iteration 29Q: 3 clusters Score -5882320 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -5882401.500000 Penalty: 5185.171875
	Iteration 30Q: 3 clusters Score -5882402 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -5882498.500000 Penalty: 5185.171875
	Iteration 31Q: 3 clusters Score -5882498 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -5882574.000000 Penalty: 5185.171875
	Iteration 32Q: 3 clusters Score -5882574 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -5882625.000000 Penalty: 5185.171875
	Iteration 33Q: 3 clusters Score -5882625 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -5882682.000000 Penalty: 5185.171875
	Iteration 34Q: 3 clusters Score -5882682 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -5882717.000000 Penalty: 5185.171875
	Iteration 35Q: 3 clusters Score -5882717 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -5882766.500000 Penalty: 5185.171875
	Iteration 36Q: 3 clusters Score -5882766 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -5882784.500000 Penalty: 5185.171875
	Iteration 37Q: 3 clusters Score -5882784 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -5882821.000000 Penalty: 5185.171875
	Iteration 38Q: 3 clusters Score -5882821 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -5882853.000000 Penalty: 5185.171875
	Iteration 39Q: 3 clusters Score -5882853 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -5882883.000000 Penalty: 5185.171875
	Iteration 40F: 3 clusters Score -5882883 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -5882890.500000 Penalty: 5185.171875
	Iteration 41Q: 3 clusters Score -5882890 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -5882885.000000 Penalty: 5185.171875
	Iteration 42Q: 3 clusters Score -5882885 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -5882906.500000 Penalty: 5185.171875
	Iteration 43Q: 3 clusters Score -5882906 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -5882933.000000 Penalty: 5185.171875
	Iteration 44Q: 3 clusters Score -5882933 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -5882940.000000 Penalty: 5185.171875
	Iteration 45Q: 3 clusters Score -5882940 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -5882933.500000 Penalty: 5185.171875
	Iteration 46Q: 3 clusters Score -5882934 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -5882938.500000 Penalty: 5185.171875
	Iteration 47Q: 3 clusters Score -5882938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -5882957.000000 Penalty: 5185.171875
	Iteration 48Q: 3 clusters Score -5882957 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -5882954.500000 Penalty: 5185.171875
	Iteration 49Q: 3 clusters Score -5882954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -5882961.500000 Penalty: 5185.171875
	Iteration 50Q: 3 clusters Score -5882962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -5882970.000000 Penalty: 5185.171875
	Iteration 51Q: 3 clusters Score -5882970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -5882975.500000 Penalty: 5185.171875
	Iteration 52Q: 3 clusters Score -5882976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -5882985.000000 Penalty: 5185.171875
	Iteration 53Q: 3 clusters Score -5882985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -5882993.500000 Penalty: 5185.171875
	Iteration 54Q: 3 clusters Score -5882994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -5882998.000000 Penalty: 5185.171875
	Iteration 55Q: 3 clusters Score -5882998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -5882988.000000 Penalty: 5185.171875
	Iteration 56Q: 3 clusters Score -5882988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -5883002.500000 Penalty: 5185.171875
	Iteration 57Q: 3 clusters Score -5883002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -5882996.500000 Penalty: 5185.171875
	Iteration 58Q: 3 clusters Score -5882996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -5882997.500000 Penalty: 5185.171875
	Iteration 59Q: 3 clusters Score -5882998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -5883012.500000 Penalty: 5185.171875
	Iteration 60F: 3 clusters Score -5883012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -5883018.500000 Penalty: 5185.171875
	Iteration 61Q: 3 clusters Score -5883018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -5883021.000000 Penalty: 5185.171875
	Iteration 62Q: 3 clusters Score -5883021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -5883020.000000 Penalty: 5185.171875
	Iteration 63Q: 3 clusters Score -5883020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -5883032.000000 Penalty: 5185.171875
	Iteration 64Q: 3 clusters Score -5883032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -5883023.500000 Penalty: 5185.171875
	Iteration 65Q: 3 clusters Score -5883024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -5883021.000000 Penalty: 5185.171875
	Iteration 66Q: 3 clusters Score -5883021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -5883020.500000 Penalty: 5185.171875
	Iteration 67Q: 3 clusters Score -5883020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -5883017.500000 Penalty: 5185.171875
	Iteration 68Q: 3 clusters Score -5883018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -5883006.000000 Penalty: 5185.171875
	Iteration 69Q: 3 clusters Score -5883006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -5883004.000000 Penalty: 5185.171875
	Iteration 70Q: 3 clusters Score -5883004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -5883011.000000 Penalty: 5185.171875
	Iteration 71Q: 3 clusters Score -5883011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -5883018.000000 Penalty: 5185.171875
	Iteration 72Q: 3 clusters Score -5883018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -5883015.500000 Penalty: 5185.171875
	Iteration 73Q: 3 clusters Score -5883016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -5883020.500000 Penalty: 5185.171875
	Iteration 74Q: 3 clusters Score -5883020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -5883019.500000 Penalty: 5185.171875
	Iteration 75Q: 3 clusters Score -5883020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -5883022.500000 Penalty: 5185.171875
	Iteration 76Q: 3 clusters Score -5883022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -5883017.500000 Penalty: 5185.171875
	Iteration 77Q: 3 clusters Score -5883018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -5883023.000000 Penalty: 5185.171875
	Iteration 78Q: 3 clusters Score -5883023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -5883023.000000 Penalty: 5185.171875
	Iteration 79Q: 3 clusters Score -5883023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -5883029.500000 Penalty: 5185.171875
	Iteration 80F: 3 clusters Score -5883030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -5883017.500000 Penalty: 5185.171875
	Iteration 81Q: 3 clusters Score -5883018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -5883021.500000 Penalty: 5185.171875
	Iteration 82Q: 3 clusters Score -5883022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -5883016.500000 Penalty: 5185.171875
	Iteration 83Q: 3 clusters Score -5883016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -5883019.500000 Penalty: 5185.171875
	Iteration 84Q: 3 clusters Score -5883020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -5883021.500000 Penalty: 5185.171875
	Iteration 85Q: 3 clusters Score -5883022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -5883022.500000 Penalty: 5185.171875
	Iteration 86Q: 3 clusters Score -5883022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -5883022.500000 Penalty: 5185.171875
	Iteration 87F: 3 clusters Score -5883022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Entering Unmasked Estep 
Score: -610780.812500 Penalty: 2032.647949
	Iteration 0F: 2 clusters Score -610780.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -607179.375000 Penalty: 4065.295898
	Iteration 0F: 3 clusters Score -607179.4 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -608074.125000 Penalty: 4065.295898
	Iteration 1F: 3 clusters Score -608074.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -608400.437500 Penalty: 4065.295898
	Iteration 2F: 3 clusters Score -608400.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -608719.000000 Penalty: 4065.295898
	Iteration 3F: 3 clusters Score -608719 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -609005.250000 Penalty: 4065.295898
	Iteration 4F: 3 clusters Score -609005.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -609250.625000 Penalty: 4065.295898
	Iteration 5F: 3 clusters Score -609250.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -609430.500000 Penalty: 4065.295898
	Iteration 6Q: 3 clusters Score -609430.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -609565.500000 Penalty: 4065.295898
	Iteration 7Q: 3 clusters Score -609565.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -609646.750000 Penalty: 4065.295898
	Iteration 8Q: 3 clusters Score -609646.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -609709.187500 Penalty: 4065.295898
	Iteration 9Q: 3 clusters Score -609709.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -609749.500000 Penalty: 4065.295898
	Iteration 10Q: 3 clusters Score -609749.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -609778.000000 Penalty: 4065.295898
	Iteration 11Q: 3 clusters Score -609778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -609796.812500 Penalty: 4065.295898
	Iteration 12Q: 3 clusters Score -609796.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -609811.250000 Penalty: 4065.295898
	Iteration 13Q: 3 clusters Score -609811.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -609818.125000 Penalty: 4065.295898
	Iteration 14Q: 3 clusters Score -609818.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -609825.125000 Penalty: 4065.295898
	Iteration 15Q: 3 clusters Score -609825.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -609829.125000 Penalty: 4065.295898
	Iteration 16Q: 3 clusters Score -609829.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -609833.437500 Penalty: 4065.295898
	Iteration 17Q: 3 clusters Score -609833.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -609836.562500 Penalty: 4065.295898
	Iteration 18Q: 3 clusters Score -609836.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -609838.750000 Penalty: 4065.295898
	Iteration 19Q: 3 clusters Score -609838.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -609840.812500 Penalty: 4065.295898
	Iteration 20F: 3 clusters Score -609840.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -609840.750000 Penalty: 4065.295898
	Iteration 21Q: 3 clusters Score -609840.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -609840.750000 Penalty: 4065.295898
	Iteration 22F: 3 clusters Score -609840.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Entering Unmasked Estep 
Score: -1743909.125000 Penalty: 2294.034180
	Iteration 0F: 2 clusters Score -1743909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1736061.125000 Penalty: 4588.068359
	Iteration 0F: 3 clusters Score -1736061 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1738441.250000 Penalty: 4588.068359
	Iteration 1F: 3 clusters Score -1738441 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1738785.875000 Penalty: 4588.068359
	Iteration 2F: 3 clusters Score -1738786 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1739076.000000 Penalty: 4588.068359
	Iteration 3F: 3 clusters Score -1739076 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1739370.500000 Penalty: 4588.068359
	Iteration 4F: 3 clusters Score -1739370 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1739660.500000 Penalty: 4588.068359
	Iteration 5Q: 3 clusters Score -1739660 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1739968.125000 Penalty: 4588.068359
	Iteration 6Q: 3 clusters Score -1739968 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1740221.750000 Penalty: 4588.068359
	Iteration 7Q: 3 clusters Score -1740222 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1740417.625000 Penalty: 4588.068359
	Iteration 8Q: 3 clusters Score -1740418 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1740567.125000 Penalty: 4588.068359
	Iteration 9Q: 3 clusters Score -1740567 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1740688.625000 Penalty: 4588.068359
	Iteration 10Q: 3 clusters Score -1740689 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1740795.125000 Penalty: 4588.068359
	Iteration 11Q: 3 clusters Score -1740795 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1740884.000000 Penalty: 4588.068359
	Iteration 12Q: 3 clusters Score -1740884 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1740944.375000 Penalty: 4588.068359
	Iteration 13Q: 3 clusters Score -1740944 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1740993.375000 Penalty: 4588.068359
	Iteration 14Q: 3 clusters Score -1740993 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1741031.875000 Penalty: 4588.068359
	Iteration 15Q: 3 clusters Score -1741032 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1741084.625000 Penalty: 4588.068359
	Iteration 16Q: 3 clusters Score -1741085 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1741129.875000 Penalty: 4588.068359
	Iteration 17Q: 3 clusters Score -1741130 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1741167.750000 Penalty: 4588.068359
	Iteration 18Q: 3 clusters Score -1741168 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1741213.000000 Penalty: 4588.068359
	Iteration 19Q: 3 clusters Score -1741213 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1741253.625000 Penalty: 4588.068359
	Iteration 20F: 3 clusters Score -1741254 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1741299.000000 Penalty: 4588.068359
	Iteration 21Q: 3 clusters Score -1741299 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1741355.500000 Penalty: 4588.068359
	Iteration 22Q: 3 clusters Score -1741356 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1741409.875000 Penalty: 4588.068359
	Iteration 23Q: 3 clusters Score -1741410 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1741487.625000 Penalty: 4588.068359
	Iteration 24Q: 3 clusters Score -1741488 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1741558.125000 Penalty: 4588.068359
	Iteration 25Q: 3 clusters Score -1741558 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1741619.625000 Penalty: 4588.068359
	Iteration 26Q: 3 clusters Score -1741620 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1741673.000000 Penalty: 4588.068359
	Iteration 27Q: 3 clusters Score -1741673 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1741712.500000 Penalty: 4588.068359
	Iteration 28Q: 3 clusters Score -1741712 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1741745.875000 Penalty: 4588.068359
	Iteration 29Q: 3 clusters Score -1741746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1741780.875000 Penalty: 4588.068359
	Iteration 30Q: 3 clusters Score -1741781 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1741818.000000 Penalty: 4588.068359
	Iteration 31Q: 3 clusters Score -1741818 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1741854.875000 Penalty: 4588.068359
	Iteration 32Q: 3 clusters Score -1741855 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1741883.875000 Penalty: 4588.068359
	Iteration 33Q: 3 clusters Score -1741884 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1741912.500000 Penalty: 4588.068359
	Iteration 34Q: 3 clusters Score -1741912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1741934.875000 Penalty: 4588.068359
	Iteration 35Q: 3 clusters Score -1741935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1741946.750000 Penalty: 4588.068359
	Iteration 36Q: 3 clusters Score -1741947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1741956.500000 Penalty: 4588.068359
	Iteration 37Q: 3 clusters Score -1741956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1741960.000000 Penalty: 4588.068359
	Iteration 38Q: 3 clusters Score -1741960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1741968.875000 Penalty: 4588.068359
	Iteration 39Q: 3 clusters Score -1741969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1741976.375000 Penalty: 4588.068359
	Iteration 40F: 3 clusters Score -1741976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1741981.750000 Penalty: 4588.068359
	Iteration 41Q: 3 clusters Score -1741982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1741989.375000 Penalty: 4588.068359
	Iteration 42Q: 3 clusters Score -1741989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1741991.375000 Penalty: 4588.068359
	Iteration 43Q: 3 clusters Score -1741991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1741993.625000 Penalty: 4588.068359
	Iteration 44Q: 3 clusters Score -1741994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1741994.000000 Penalty: 4588.068359
	Iteration 45Q: 3 clusters Score -1741994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1742000.125000 Penalty: 4588.068359
	Iteration 46Q: 3 clusters Score -1742000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1742005.375000 Penalty: 4588.068359
	Iteration 47Q: 3 clusters Score -1742005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1742010.125000 Penalty: 4588.068359
	Iteration 48Q: 3 clusters Score -1742010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1742009.625000 Penalty: 4588.068359
	Iteration 49Q: 3 clusters Score -1742010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1742008.125000 Penalty: 4588.068359
	Iteration 50Q: 3 clusters Score -1742008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1742009.750000 Penalty: 4588.068359
	Iteration 51Q: 3 clusters Score -1742010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1742010.250000 Penalty: 4588.068359
	Iteration 52Q: 3 clusters Score -1742010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1742010.375000 Penalty: 4588.068359
	Iteration 53Q: 3 clusters Score -1742010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1742013.500000 Penalty: 4588.068359
	Iteration 54Q: 3 clusters Score -1742014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1742013.750000 Penalty: 4588.068359
	Iteration 55Q: 3 clusters Score -1742014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1742013.750000 Penalty: 4588.068359
	Iteration 56F: 3 clusters Score -1742014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Entering Unmasked Estep 
Score: -630716.312500 Penalty: 2045.505493
	Iteration 0F: 2 clusters Score -630716.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -626894.312500 Penalty: 4091.010986
	Iteration 0F: 3 clusters Score -626894.3 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -627744.000000 Penalty: 4091.010986
	Iteration 1F: 3 clusters Score -627744 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -627923.937500 Penalty: 4091.010986
	Iteration 2F: 3 clusters Score -627923.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -628038.500000 Penalty: 4091.010986
	Iteration 3Q: 3 clusters Score -628038.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -628142.375000 Penalty: 4091.010986
	Iteration 4Q: 3 clusters Score -628142.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -628253.937500 Penalty: 4091.010986
	Iteration 5Q: 3 clusters Score -628253.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -628389.562500 Penalty: 4091.010986
	Iteration 6Q: 3 clusters Score -628389.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -628523.937500 Penalty: 4091.010986
	Iteration 7Q: 3 clusters Score -628523.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -628627.812500 Penalty: 4091.010986
	Iteration 8Q: 3 clusters Score -628627.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -628717.687500 Penalty: 4091.010986
	Iteration 9Q: 3 clusters Score -628717.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -628795.000000 Penalty: 4091.010986
	Iteration 10Q: 3 clusters Score -628795 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -628850.562500 Penalty: 4091.010986
	Iteration 11Q: 3 clusters Score -628850.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -628903.437500 Penalty: 4091.010986
	Iteration 12Q: 3 clusters Score -628903.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -628951.875000 Penalty: 4091.010986
	Iteration 13Q: 3 clusters Score -628951.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -629005.500000 Penalty: 4091.010986
	Iteration 14Q: 3 clusters Score -629005.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -629046.375000 Penalty: 4091.010986
	Iteration 15Q: 3 clusters Score -629046.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -629090.625000 Penalty: 4091.010986
	Iteration 16Q: 3 clusters Score -629090.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -629143.250000 Penalty: 4091.010986
	Iteration 17Q: 3 clusters Score -629143.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -629196.500000 Penalty: 4091.010986
	Iteration 18Q: 3 clusters Score -629196.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -629252.562500 Penalty: 4091.010986
	Iteration 19Q: 3 clusters Score -629252.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -629299.562500 Penalty: 4091.010986
	Iteration 20F: 3 clusters Score -629299.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -629354.437500 Penalty: 4091.010986
	Iteration 21Q: 3 clusters Score -629354.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -629418.500000 Penalty: 4091.010986
	Iteration 22Q: 3 clusters Score -629418.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -629477.812500 Penalty: 4091.010986
	Iteration 23Q: 3 clusters Score -629477.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -629531.312500 Penalty: 4091.010986
	Iteration 24Q: 3 clusters Score -629531.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -629566.625000 Penalty: 4091.010986
	Iteration 25Q: 3 clusters Score -629566.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -629587.187500 Penalty: 4091.010986
	Iteration 26Q: 3 clusters Score -629587.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -629595.437500 Penalty: 4091.010986
	Iteration 27Q: 3 clusters Score -629595.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -629602.187500 Penalty: 4091.010986
	Iteration 28Q: 3 clusters Score -629602.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -629606.500000 Penalty: 4091.010986
	Iteration 29Q: 3 clusters Score -629606.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -629613.062500 Penalty: 4091.010986
	Iteration 30Q: 3 clusters Score -629613.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -629617.812500 Penalty: 4091.010986
	Iteration 31Q: 3 clusters Score -629617.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -629620.312500 Penalty: 4091.010986
	Iteration 32Q: 3 clusters Score -629620.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -629623.312500 Penalty: 4091.010986
	Iteration 33Q: 3 clusters Score -629623.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -629625.750000 Penalty: 4091.010986
	Iteration 34Q: 3 clusters Score -629625.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -629629.000000 Penalty: 4091.010986
	Iteration 35Q: 3 clusters Score -629629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -629631.500000 Penalty: 4091.010986
	Iteration 36Q: 3 clusters Score -629631.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -629633.937500 Penalty: 4091.010986
	Iteration 37Q: 3 clusters Score -629633.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -629637.687500 Penalty: 4091.010986
	Iteration 38Q: 3 clusters Score -629637.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -629641.375000 Penalty: 4091.010986
	Iteration 39Q: 3 clusters Score -629641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -629645.125000 Penalty: 4091.010986
	Iteration 40F: 3 clusters Score -629645.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -629647.562500 Penalty: 4091.010986
	Iteration 41Q: 3 clusters Score -629647.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -629648.937500 Penalty: 4091.010986
	Iteration 42Q: 3 clusters Score -629648.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -629650.312500 Penalty: 4091.010986
	Iteration 43Q: 3 clusters Score -629650.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -629652.500000 Penalty: 4091.010986
	Iteration 44Q: 3 clusters Score -629652.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -629653.562500 Penalty: 4091.010986
	Iteration 45Q: 3 clusters Score -629653.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -629654.500000 Penalty: 4091.010986
	Iteration 46Q: 3 clusters Score -629654.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -629654.437500 Penalty: 4091.010986
	Iteration 47Q: 3 clusters Score -629654.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -629655.187500 Penalty: 4091.010986
	Iteration 48Q: 3 clusters Score -629655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -629655.375000 Penalty: 4091.010986
	Iteration 49Q: 3 clusters Score -629655.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -629655.375000 Penalty: 4091.010986
	Iteration 50F: 3 clusters Score -629655.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -177670.234375 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -177670.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -175708.109375 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -175708.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -176123.718750 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -176123.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -176313.468750 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -176313.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -176443.656250 Penalty: 3485.548096
	Iteration 3F: 3 clusters Score -176443.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -176571.968750 Penalty: 3485.548096
	Iteration 4F: 3 clusters Score -176572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -176691.656250 Penalty: 3485.548096
	Iteration 5Q: 3 clusters Score -176691.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -176776.437500 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -176776.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -176847.328125 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -176847.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -176907.375000 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -176907.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -176988.765625 Penalty: 3485.548096
	Iteration 9Q: 3 clusters Score -176988.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -177031.218750 Penalty: 3485.548096
	Iteration 10Q: 3 clusters Score -177031.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -177060.718750 Penalty: 3485.548096
	Iteration 11Q: 3 clusters Score -177060.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -177073.765625 Penalty: 3485.548096
	Iteration 12Q: 3 clusters Score -177073.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -177087.968750 Penalty: 3485.548096
	Iteration 13Q: 3 clusters Score -177088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -177100.140625 Penalty: 3485.548096
	Iteration 14Q: 3 clusters Score -177100.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -177108.718750 Penalty: 3485.548096
	Iteration 15Q: 3 clusters Score -177108.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -177115.453125 Penalty: 3485.548096
	Iteration 16Q: 3 clusters Score -177115.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -177117.640625 Penalty: 3485.548096
	Iteration 17Q: 3 clusters Score -177117.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -177123.546875 Penalty: 3485.548096
	Iteration 18Q: 3 clusters Score -177123.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -177127.078125 Penalty: 3485.548096
	Iteration 19Q: 3 clusters Score -177127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -177127.078125 Penalty: 3485.548096
	Iteration 20F: 3 clusters Score -177127.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (67920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67920 members 
Entering Unmasked Estep 
Score: -11221293.000000 Penalty: 2759.269287
	Iteration 0F: 2 clusters Score -1.122129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -11177159.000000 Penalty: 5518.538574
	Iteration 0F: 3 clusters Score -1.117716e+07 nChanged 31736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -11195502.000000 Penalty: 5518.538574
	Iteration 1F: 3 clusters Score -1.11955e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -11196985.000000 Penalty: 5518.538574
	Iteration 2Q: 3 clusters Score -1.119698e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -11199232.000000 Penalty: 5518.538574
	Iteration 3F: 3 clusters Score -1.119923e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -11201879.000000 Penalty: 5518.538574
	Iteration 4F: 3 clusters Score -1.120188e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -11204856.000000 Penalty: 5518.538574
	Iteration 5F: 3 clusters Score -1.120486e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -11207624.000000 Penalty: 5518.538574
	Iteration 6F: 3 clusters Score -1.120762e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -11209415.000000 Penalty: 5518.538574
	Iteration 7F: 3 clusters Score -1.120942e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -11210495.000000 Penalty: 5518.538574
	Iteration 8Q: 3 clusters Score -1.12105e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -11210956.000000 Penalty: 5518.538574
	Iteration 9Q: 3 clusters Score -1.121096e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -11211170.000000 Penalty: 5518.538574
	Iteration 10Q: 3 clusters Score -1.121117e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -11211247.000000 Penalty: 5518.538574
	Iteration 11Q: 3 clusters Score -1.121125e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -11211407.000000 Penalty: 5518.538574
	Iteration 12Q: 3 clusters Score -1.121141e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -11211499.000000 Penalty: 5518.538574
	Iteration 13Q: 3 clusters Score -1.12115e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -11211605.000000 Penalty: 5518.538574
	Iteration 14Q: 3 clusters Score -1.12116e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -11211718.000000 Penalty: 5518.538574
	Iteration 15Q: 3 clusters Score -1.121172e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -11211888.000000 Penalty: 5518.538574
	Iteration 16Q: 3 clusters Score -1.121189e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -11212035.000000 Penalty: 5518.538574
	Iteration 17Q: 3 clusters Score -1.121204e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -11212223.000000 Penalty: 5518.538574
	Iteration 18Q: 3 clusters Score -1.121222e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -11212398.000000 Penalty: 5518.538574
	Iteration 19Q: 3 clusters Score -1.12124e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -11212595.000000 Penalty: 5518.538574
	Iteration 20F: 3 clusters Score -1.12126e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -11212732.000000 Penalty: 5518.538574
	Iteration 21Q: 3 clusters Score -1.121273e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -11212933.000000 Penalty: 5518.538574
	Iteration 22Q: 3 clusters Score -1.121293e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -11213177.000000 Penalty: 5518.538574
	Iteration 23Q: 3 clusters Score -1.121318e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -11213409.000000 Penalty: 5518.538574
	Iteration 24Q: 3 clusters Score -1.121341e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -11213672.000000 Penalty: 5518.538574
	Iteration 25Q: 3 clusters Score -1.121367e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -11213886.000000 Penalty: 5518.538574
	Iteration 26Q: 3 clusters Score -1.121389e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -11214126.000000 Penalty: 5518.538574
	Iteration 27Q: 3 clusters Score -1.121413e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -11214406.000000 Penalty: 5518.538574
	Iteration 28Q: 3 clusters Score -1.121441e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -11214663.000000 Penalty: 5518.538574
	Iteration 29Q: 3 clusters Score -1.121466e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -11214955.000000 Penalty: 5518.538574
	Iteration 30Q: 3 clusters Score -1.121496e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -11215234.000000 Penalty: 5518.538574
	Iteration 31Q: 3 clusters Score -1.121523e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -11215488.000000 Penalty: 5518.538574
	Iteration 32Q: 3 clusters Score -1.121549e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -11215754.000000 Penalty: 5518.538574
	Iteration 33Q: 3 clusters Score -1.121575e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -11215971.000000 Penalty: 5518.538574
	Iteration 34Q: 3 clusters Score -1.121597e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -11216325.000000 Penalty: 5518.538574
	Iteration 35Q: 3 clusters Score -1.121632e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -11216693.000000 Penalty: 5518.538574
	Iteration 36Q: 3 clusters Score -1.121669e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -11216968.000000 Penalty: 5518.538574
	Iteration 37Q: 3 clusters Score -1.121697e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -11217371.000000 Penalty: 5518.538574
	Iteration 38Q: 3 clusters Score -1.121737e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60031 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -11217722.000000 Penalty: 5518.538574
	Iteration 39Q: 3 clusters Score -1.121772e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -11218038.000000 Penalty: 5518.538574
	Iteration 40F: 3 clusters Score -1.121804e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -11218466.000000 Penalty: 5518.538574
	Iteration 41Q: 3 clusters Score -1.121847e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62180 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -11218769.000000 Penalty: 5518.538574
	Iteration 42Q: 3 clusters Score -1.121877e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -11219084.000000 Penalty: 5518.538574
	Iteration 43Q: 3 clusters Score -1.121908e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63221 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -11219349.000000 Penalty: 5518.538574
	Iteration 44Q: 3 clusters Score -1.121935e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -11219525.000000 Penalty: 5518.538574
	Iteration 45Q: 3 clusters Score -1.121952e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63927 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -11219599.000000 Penalty: 5518.538574
	Iteration 46Q: 3 clusters Score -1.12196e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64185 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -11219689.000000 Penalty: 5518.538574
	Iteration 47Q: 3 clusters Score -1.121969e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64402 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -11219714.000000 Penalty: 5518.538574
	Iteration 48Q: 3 clusters Score -1.121971e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64581 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -11219773.000000 Penalty: 5518.538574
	Iteration 49Q: 3 clusters Score -1.121977e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -11219766.000000 Penalty: 5518.538574
	Iteration 50Q: 3 clusters Score -1.121977e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64824 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -11219777.000000 Penalty: 5518.538574
	Iteration 51Q: 3 clusters Score -1.121978e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64913 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -11219790.000000 Penalty: 5518.538574
	Iteration 52Q: 3 clusters Score -1.121979e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65001 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -11219833.000000 Penalty: 5518.538574
	Iteration 53Q: 3 clusters Score -1.121983e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65072 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -11219809.000000 Penalty: 5518.538574
	Iteration 54Q: 3 clusters Score -1.121981e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -11219821.000000 Penalty: 5518.538574
	Iteration 55Q: 3 clusters Score -1.121982e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -11219846.000000 Penalty: 5518.538574
	Iteration 56Q: 3 clusters Score -1.121985e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65218 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -11219846.000000 Penalty: 5518.538574
	Iteration 57Q: 3 clusters Score -1.121985e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65258 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -11219846.000000 Penalty: 5518.538574
	Iteration 58Q: 3 clusters Score -1.121985e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -11219884.000000 Penalty: 5518.538574
	Iteration 59Q: 3 clusters Score -1.121988e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -11219864.000000 Penalty: 5518.538574
	Iteration 60F: 3 clusters Score -1.121986e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65351 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -11219880.000000 Penalty: 5518.538574
	Iteration 61Q: 3 clusters Score -1.121988e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -11219876.000000 Penalty: 5518.538574
	Iteration 62Q: 3 clusters Score -1.121988e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -11219865.000000 Penalty: 5518.538574
	Iteration 63Q: 3 clusters Score -1.121986e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65431 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -11219883.000000 Penalty: 5518.538574
	Iteration 64Q: 3 clusters Score -1.121988e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65455 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -11219887.000000 Penalty: 5518.538574
	Iteration 65Q: 3 clusters Score -1.121989e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65473 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -11219908.000000 Penalty: 5518.538574
	Iteration 66Q: 3 clusters Score -1.121991e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -11219890.000000 Penalty: 5518.538574
	Iteration 67Q: 3 clusters Score -1.121989e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65516 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -11219909.000000 Penalty: 5518.538574
	Iteration 68Q: 3 clusters Score -1.121991e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65542 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -11219902.000000 Penalty: 5518.538574
	Iteration 69Q: 3 clusters Score -1.12199e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65559 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -11219889.000000 Penalty: 5518.538574
	Iteration 70Q: 3 clusters Score -1.121989e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65580 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -11219893.000000 Penalty: 5518.538574
	Iteration 71Q: 3 clusters Score -1.121989e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -11219900.000000 Penalty: 5518.538574
	Iteration 72Q: 3 clusters Score -1.12199e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65619 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -11219872.000000 Penalty: 5518.538574
	Iteration 73Q: 3 clusters Score -1.121987e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65634 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -11219908.000000 Penalty: 5518.538574
	Iteration 74Q: 3 clusters Score -1.121991e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -11219913.000000 Penalty: 5518.538574
	Iteration 75Q: 3 clusters Score -1.121991e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65668 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -11219924.000000 Penalty: 5518.538574
	Iteration 76Q: 3 clusters Score -1.121992e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65684 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -11219922.000000 Penalty: 5518.538574
	Iteration 77Q: 3 clusters Score -1.121992e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65703 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -11219916.000000 Penalty: 5518.538574
	Iteration 78Q: 3 clusters Score -1.121992e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65727 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -11219919.000000 Penalty: 5518.538574
	Iteration 79Q: 3 clusters Score -1.121992e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65745 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -11219934.000000 Penalty: 5518.538574
	Iteration 80F: 3 clusters Score -1.121993e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65758 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -11219938.000000 Penalty: 5518.538574
	Iteration 81Q: 3 clusters Score -1.121994e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -11219947.000000 Penalty: 5518.538574
	Iteration 82Q: 3 clusters Score -1.121995e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -11219936.000000 Penalty: 5518.538574
	Iteration 83Q: 3 clusters Score -1.121994e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -11219946.000000 Penalty: 5518.538574
	Iteration 84Q: 3 clusters Score -1.121995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -11219953.000000 Penalty: 5518.538574
	Iteration 85Q: 3 clusters Score -1.121995e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65837 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -11219970.000000 Penalty: 5518.538574
	Iteration 86Q: 3 clusters Score -1.121997e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65857 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -11219962.000000 Penalty: 5518.538574
	Iteration 87Q: 3 clusters Score -1.121996e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65879 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -11219994.000000 Penalty: 5518.538574
	Iteration 88Q: 3 clusters Score -1.121999e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -11220026.000000 Penalty: 5518.538574
	Iteration 89Q: 3 clusters Score -1.122003e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65931 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -11220033.000000 Penalty: 5518.538574
	Iteration 90Q: 3 clusters Score -1.122003e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65952 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -11220024.000000 Penalty: 5518.538574
	Iteration 91Q: 3 clusters Score -1.122002e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65972 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -11220048.000000 Penalty: 5518.538574
	Iteration 92Q: 3 clusters Score -1.122005e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -11220076.000000 Penalty: 5518.538574
	Iteration 93Q: 3 clusters Score -1.122008e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66029 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -11220063.000000 Penalty: 5518.538574
	Iteration 94Q: 3 clusters Score -1.122006e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66058 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -11220094.000000 Penalty: 5518.538574
	Iteration 95Q: 3 clusters Score -1.122009e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66082 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -11220078.000000 Penalty: 5518.538574
	Iteration 96Q: 3 clusters Score -1.122008e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -11220106.000000 Penalty: 5518.538574
	Iteration 97Q: 3 clusters Score -1.122011e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66122 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -11220135.000000 Penalty: 5518.538574
	Iteration 98Q: 3 clusters Score -1.122014e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66143 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -11220152.000000 Penalty: 5518.538574
	Iteration 99Q: 3 clusters Score -1.122015e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66155 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -11220154.000000 Penalty: 5518.538574
	Iteration 100F: 3 clusters Score -1.122015e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66168 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -11220160.000000 Penalty: 5518.538574
	Iteration 101Q: 3 clusters Score -1.122016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66172 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -11220152.000000 Penalty: 5518.538574
	Iteration 102Q: 3 clusters Score -1.122015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66178 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -11220171.000000 Penalty: 5518.538574
	Iteration 103Q: 3 clusters Score -1.122017e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -11220168.000000 Penalty: 5518.538574
	Iteration 104Q: 3 clusters Score -1.122017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66195 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -11220169.000000 Penalty: 5518.538574
	Iteration 105Q: 3 clusters Score -1.122017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66199 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -11220163.000000 Penalty: 5518.538574
	Iteration 106Q: 3 clusters Score -1.122016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66205 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -11220167.000000 Penalty: 5518.538574
	Iteration 107Q: 3 clusters Score -1.122017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66208 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -11220158.000000 Penalty: 5518.538574
	Iteration 108Q: 3 clusters Score -1.122016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -11220157.000000 Penalty: 5518.538574
	Iteration 109Q: 3 clusters Score -1.122016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66214 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -11220172.000000 Penalty: 5518.538574
	Iteration 110Q: 3 clusters Score -1.122017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66214 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -11220172.000000 Penalty: 5518.538574
	Iteration 111F: 3 clusters Score -1.122017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Entering Unmasked Estep 
Score: -825047.187500 Penalty: 2128.160889
	Iteration 0F: 2 clusters Score -825047.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -820407.687500 Penalty: 4256.321777
	Iteration 0F: 3 clusters Score -820407.7 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -822236.875000 Penalty: 4256.321777
	Iteration 1F: 3 clusters Score -822236.9 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -823302.187500 Penalty: 4256.321777
	Iteration 2F: 3 clusters Score -823302.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -824072.437500 Penalty: 4256.321777
	Iteration 3F: 3 clusters Score -824072.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -824472.750000 Penalty: 4256.321777
	Iteration 4F: 3 clusters Score -824472.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -824755.562500 Penalty: 4256.321777
	Iteration 5Q: 3 clusters Score -824755.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -824960.375000 Penalty: 4256.321777
	Iteration 6Q: 3 clusters Score -824960.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -825110.437500 Penalty: 4256.321777
	Iteration 7Q: 3 clusters Score -825110.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -825235.125000 Penalty: 4256.321777
	Iteration 8Q: 3 clusters Score -825235.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -825352.312500 Penalty: 4256.321777
	Iteration 9Q: 3 clusters Score -825352.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -825485.625000 Penalty: 4256.321777
	Iteration 10Q: 3 clusters Score -825485.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -825644.812500 Penalty: 4256.321777
	Iteration 11Q: 3 clusters Score -825644.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -825852.687500 Penalty: 4256.321777
	Iteration 12Q: 3 clusters Score -825852.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -826085.500000 Penalty: 4256.321777
	Iteration 13Q: 3 clusters Score -826085.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -826377.687500 Penalty: 4256.321777
	Iteration 14Q: 3 clusters Score -826377.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -826640.125000 Penalty: 4256.321777
	Iteration 15Q: 3 clusters Score -826640.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -826864.812500 Penalty: 4256.321777
	Iteration 16Q: 3 clusters Score -826864.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -827067.187500 Penalty: 4256.321777
	Iteration 17Q: 3 clusters Score -827067.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -827182.250000 Penalty: 4256.321777
	Iteration 18Q: 3 clusters Score -827182.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -827258.750000 Penalty: 4256.321777
	Iteration 19Q: 3 clusters Score -827258.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -827314.187500 Penalty: 4256.321777
	Iteration 20F: 3 clusters Score -827314.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -827400.187500 Penalty: 4256.321777
	Iteration 21Q: 3 clusters Score -827400.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -827515.562500 Penalty: 4256.321777
	Iteration 22Q: 3 clusters Score -827515.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -827709.875000 Penalty: 4256.321777
	Iteration 23Q: 3 clusters Score -827709.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -827771.625000 Penalty: 4256.321777
	Iteration 24Q: 3 clusters Score -827771.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -827779.125000 Penalty: 4256.321777
	Iteration 25Q: 3 clusters Score -827779.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -827779.187500 Penalty: 4256.321777
	Iteration 26Q: 3 clusters Score -827779.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -827779.187500 Penalty: 4256.321777
	Iteration 27F: 3 clusters Score -827779.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 37173 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 58318 members 
Mstep: Class 5 contains 36997 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 7705 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 27387 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 13985 members 
Mstep: Class 12 contains 34682 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10406 members 
Mstep: Class 15 contains 3820 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 67920 members 
Mstep: Class 18 contains 4425 members 
Mstep: Class 19 contains 13892 members 
Mstep: Class 20 contains 75052 members 
Mstep: Class 21 contains 29930 members 
Mstep: Class 22 contains 21511 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 517 members 
Mstep: Class 26 contains 11778 members 
Mstep: Class 27 contains 7098 members 
Mstep: Class 28 contains 12385 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6335 members 
Mstep: Class 31 contains 15266 members 
Mstep: Class 32 contains 10479 members 
Mstep: Class 33 contains 1569 members 
Mstep: Class 34 contains 58683 members 
Mstep: Class 35 contains 11393 members 
Mstep: Class 36 contains 4338 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 53000 members 
Mstep: Class 40 contains 1978 members 
Mstep: Class 41 contains 5997 members 
Mstep: Class 42 contains 989 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 906 members 
Entering Unmasked Estep 
Score: -115028464.000000 Penalty: 146881.468750
Splitting cluster 18 changes total score from -115026752.000000 to -115028464.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 19 (13892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Entering Unmasked Estep 
Score: -2344912.000000 Penalty: 2365.688965
	Iteration 0F: 2 clusters Score -2344912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2334830.750000 Penalty: 4731.377930
	Iteration 0F: 3 clusters Score -2334831 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2337946.750000 Penalty: 4731.377930
	Iteration 1F: 3 clusters Score -2337947 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2338394.000000 Penalty: 4731.377930
	Iteration 2F: 3 clusters Score -2338394 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2338757.750000 Penalty: 4731.377930
	Iteration 3F: 3 clusters Score -2338758 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2339102.000000 Penalty: 4731.377930
	Iteration 4Q: 3 clusters Score -2339102 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2339423.000000 Penalty: 4731.377930
	Iteration 5Q: 3 clusters Score -2339423 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2339719.250000 Penalty: 4731.377930
	Iteration 6Q: 3 clusters Score -2339719 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2340041.750000 Penalty: 4731.377930
	Iteration 7Q: 3 clusters Score -2340042 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2340430.250000 Penalty: 4731.377930
	Iteration 8Q: 3 clusters Score -2340430 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2340845.750000 Penalty: 4731.377930
	Iteration 9Q: 3 clusters Score -2340846 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2341310.000000 Penalty: 4731.377930
	Iteration 10F: 3 clusters Score -2341310 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2341746.750000 Penalty: 4731.377930
	Iteration 11Q: 3 clusters Score -2341747 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2342157.750000 Penalty: 4731.377930
	Iteration 12Q: 3 clusters Score -2342158 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2342544.750000 Penalty: 4731.377930
	Iteration 13Q: 3 clusters Score -2342545 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2342864.500000 Penalty: 4731.377930
	Iteration 14Q: 3 clusters Score -2342864 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2343101.750000 Penalty: 4731.377930
	Iteration 15Q: 3 clusters Score -2343102 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2343232.500000 Penalty: 4731.377930
	Iteration 16Q: 3 clusters Score -2343232 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2343342.250000 Penalty: 4731.377930
	Iteration 17Q: 3 clusters Score -2343342 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2343413.750000 Penalty: 4731.377930
	Iteration 18Q: 3 clusters Score -2343414 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2343446.750000 Penalty: 4731.377930
	Iteration 19Q: 3 clusters Score -2343447 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2343464.500000 Penalty: 4731.377930
	Iteration 20F: 3 clusters Score -2343464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2343488.000000 Penalty: 4731.377930
	Iteration 21Q: 3 clusters Score -2343488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2343495.250000 Penalty: 4731.377930
	Iteration 22Q: 3 clusters Score -2343495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2343501.750000 Penalty: 4731.377930
	Iteration 23Q: 3 clusters Score -2343502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2343499.750000 Penalty: 4731.377930
	Iteration 24Q: 3 clusters Score -2343500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2343510.750000 Penalty: 4731.377930
	Iteration 25Q: 3 clusters Score -2343511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2343513.500000 Penalty: 4731.377930
	Iteration 26Q: 3 clusters Score -2343514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2343520.500000 Penalty: 4731.377930
	Iteration 27Q: 3 clusters Score -2343520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2343522.250000 Penalty: 4731.377930
	Iteration 28Q: 3 clusters Score -2343522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2343525.000000 Penalty: 4731.377930
	Iteration 29Q: 3 clusters Score -2343525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2343528.000000 Penalty: 4731.377930
	Iteration 30Q: 3 clusters Score -2343528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2343528.750000 Penalty: 4731.377930
	Iteration 31Q: 3 clusters Score -2343529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2343527.750000 Penalty: 4731.377930
	Iteration 32Q: 3 clusters Score -2343528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2343529.500000 Penalty: 4731.377930
	Iteration 33Q: 3 clusters Score -2343530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2343536.250000 Penalty: 4731.377930
	Iteration 34Q: 3 clusters Score -2343536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2343537.000000 Penalty: 4731.377930
	Iteration 35Q: 3 clusters Score -2343537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2343544.250000 Penalty: 4731.377930
	Iteration 36Q: 3 clusters Score -2343544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2343550.000000 Penalty: 4731.377930
	Iteration 37Q: 3 clusters Score -2343550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2343550.500000 Penalty: 4731.377930
	Iteration 38Q: 3 clusters Score -2343550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2343555.000000 Penalty: 4731.377930
	Iteration 39Q: 3 clusters Score -2343555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2343558.000000 Penalty: 4731.377930
	Iteration 40F: 3 clusters Score -2343558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2343560.000000 Penalty: 4731.377930
	Iteration 41Q: 3 clusters Score -2343560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2343559.250000 Penalty: 4731.377930
	Iteration 42Q: 3 clusters Score -2343559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2343560.750000 Penalty: 4731.377930
	Iteration 43Q: 3 clusters Score -2343561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2343560.750000 Penalty: 4731.377930
	Iteration 44F: 3 clusters Score -2343561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (75052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75052 members 
Entering Unmasked Estep 
Score: -12702058.000000 Penalty: 2784.032227
	Iteration 0F: 2 clusters Score -1.270206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -12655419.000000 Penalty: 5568.064453
	Iteration 0F: 3 clusters Score -1.265542e+07 nChanged 35337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -12675624.000000 Penalty: 5568.064453
	Iteration 1F: 3 clusters Score -1.267562e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -12676872.000000 Penalty: 5568.064453
	Iteration 2Q: 3 clusters Score -1.267687e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -12678411.000000 Penalty: 5568.064453
	Iteration 3Q: 3 clusters Score -1.267841e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -12680273.000000 Penalty: 5568.064453
	Iteration 4F: 3 clusters Score -1.268027e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -12682092.000000 Penalty: 5568.064453
	Iteration 5F: 3 clusters Score -1.268209e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -12684283.000000 Penalty: 5568.064453
	Iteration 6F: 3 clusters Score -1.268428e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -12686630.000000 Penalty: 5568.064453
	Iteration 7F: 3 clusters Score -1.268663e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -12688573.000000 Penalty: 5568.064453
	Iteration 8Q: 3 clusters Score -1.268857e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -12689754.000000 Penalty: 5568.064453
	Iteration 9Q: 3 clusters Score -1.268975e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -12690334.000000 Penalty: 5568.064453
	Iteration 10Q: 3 clusters Score -1.269033e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -12690545.000000 Penalty: 5568.064453
	Iteration 11Q: 3 clusters Score -1.269054e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -12690627.000000 Penalty: 5568.064453
	Iteration 12Q: 3 clusters Score -1.269063e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -12690665.000000 Penalty: 5568.064453
	Iteration 13Q: 3 clusters Score -1.269066e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -12690720.000000 Penalty: 5568.064453
	Iteration 14Q: 3 clusters Score -1.269072e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -12690759.000000 Penalty: 5568.064453
	Iteration 15Q: 3 clusters Score -1.269076e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -12690779.000000 Penalty: 5568.064453
	Iteration 16Q: 3 clusters Score -1.269078e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -12690811.000000 Penalty: 5568.064453
	Iteration 17Q: 3 clusters Score -1.269081e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -12690821.000000 Penalty: 5568.064453
	Iteration 18Q: 3 clusters Score -1.269082e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -12690836.000000 Penalty: 5568.064453
	Iteration 19Q: 3 clusters Score -1.269084e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -12690846.000000 Penalty: 5568.064453
	Iteration 20F: 3 clusters Score -1.269085e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -12690888.000000 Penalty: 5568.064453
	Iteration 21Q: 3 clusters Score -1.269089e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -12690890.000000 Penalty: 5568.064453
	Iteration 22Q: 3 clusters Score -1.269089e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -12690888.000000 Penalty: 5568.064453
	Iteration 23Q: 3 clusters Score -1.269089e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -12690889.000000 Penalty: 5568.064453
	Iteration 24Q: 3 clusters Score -1.269089e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -12690903.000000 Penalty: 5568.064453
	Iteration 25Q: 3 clusters Score -1.26909e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -12690942.000000 Penalty: 5568.064453
	Iteration 26Q: 3 clusters Score -1.269094e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -12690952.000000 Penalty: 5568.064453
	Iteration 27Q: 3 clusters Score -1.269095e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -12691002.000000 Penalty: 5568.064453
	Iteration 28Q: 3 clusters Score -1.2691e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -12691002.000000 Penalty: 5568.064453
	Iteration 29Q: 3 clusters Score -1.2691e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -12691015.000000 Penalty: 5568.064453
	Iteration 30Q: 3 clusters Score -1.269102e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -12691068.000000 Penalty: 5568.064453
	Iteration 31Q: 3 clusters Score -1.269107e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -12691073.000000 Penalty: 5568.064453
	Iteration 32Q: 3 clusters Score -1.269107e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -12691081.000000 Penalty: 5568.064453
	Iteration 33Q: 3 clusters Score -1.269108e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -12691078.000000 Penalty: 5568.064453
	Iteration 34Q: 3 clusters Score -1.269108e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -12691078.000000 Penalty: 5568.064453
	Iteration 35Q: 3 clusters Score -1.269108e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -12691126.000000 Penalty: 5568.064453
	Iteration 36Q: 3 clusters Score -1.269113e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -12691111.000000 Penalty: 5568.064453
	Iteration 37Q: 3 clusters Score -1.269111e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -12691115.000000 Penalty: 5568.064453
	Iteration 38Q: 3 clusters Score -1.269112e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -12691129.000000 Penalty: 5568.064453
	Iteration 39Q: 3 clusters Score -1.269113e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -12691153.000000 Penalty: 5568.064453
	Iteration 40F: 3 clusters Score -1.269115e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -12691181.000000 Penalty: 5568.064453
	Iteration 41Q: 3 clusters Score -1.269118e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -12691218.000000 Penalty: 5568.064453
	Iteration 42Q: 3 clusters Score -1.269122e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -12691230.000000 Penalty: 5568.064453
	Iteration 43Q: 3 clusters Score -1.269123e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -12691247.000000 Penalty: 5568.064453
	Iteration 44Q: 3 clusters Score -1.269125e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -12691211.000000 Penalty: 5568.064453
	Iteration 45Q: 3 clusters Score -1.269121e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -12691243.000000 Penalty: 5568.064453
	Iteration 46Q: 3 clusters Score -1.269124e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -12691290.000000 Penalty: 5568.064453
	Iteration 47Q: 3 clusters Score -1.269129e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -12691295.000000 Penalty: 5568.064453
	Iteration 48Q: 3 clusters Score -1.26913e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -12691303.000000 Penalty: 5568.064453
	Iteration 49Q: 3 clusters Score -1.26913e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -12691343.000000 Penalty: 5568.064453
	Iteration 50Q: 3 clusters Score -1.269134e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -12691364.000000 Penalty: 5568.064453
	Iteration 51Q: 3 clusters Score -1.269136e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -12691339.000000 Penalty: 5568.064453
	Iteration 52Q: 3 clusters Score -1.269134e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -12691327.000000 Penalty: 5568.064453
	Iteration 53Q: 3 clusters Score -1.269133e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -12691341.000000 Penalty: 5568.064453
	Iteration 54Q: 3 clusters Score -1.269134e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -12691332.000000 Penalty: 5568.064453
	Iteration 55Q: 3 clusters Score -1.269133e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -12691366.000000 Penalty: 5568.064453
	Iteration 56Q: 3 clusters Score -1.269137e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -12691386.000000 Penalty: 5568.064453
	Iteration 57Q: 3 clusters Score -1.269139e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -12691385.000000 Penalty: 5568.064453
	Iteration 58Q: 3 clusters Score -1.269138e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -12691376.000000 Penalty: 5568.064453
	Iteration 59Q: 3 clusters Score -1.269138e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -12691430.000000 Penalty: 5568.064453
	Iteration 60F: 3 clusters Score -1.269143e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -12691416.000000 Penalty: 5568.064453
	Iteration 61Q: 3 clusters Score -1.269142e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -12691426.000000 Penalty: 5568.064453
	Iteration 62Q: 3 clusters Score -1.269143e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -12691458.000000 Penalty: 5568.064453
	Iteration 63Q: 3 clusters Score -1.269146e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -12691489.000000 Penalty: 5568.064453
	Iteration 64Q: 3 clusters Score -1.269149e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1.269149e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -12691500.000000 Penalty: 5568.064453
	Iteration 66Q: 3 clusters Score -1.26915e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -12691548.000000 Penalty: 5568.064453
	Iteration 67Q: 3 clusters Score -1.269155e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -12691556.000000 Penalty: 5568.064453
	Iteration 68Q: 3 clusters Score -1.269156e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -12691589.000000 Penalty: 5568.064453
	Iteration 69Q: 3 clusters Score -1.269159e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -12691632.000000 Penalty: 5568.064453
	Iteration 70Q: 3 clusters Score -1.269163e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -12691660.000000 Penalty: 5568.064453
	Iteration 71Q: 3 clusters Score -1.269166e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -12691721.000000 Penalty: 5568.064453
	Iteration 72Q: 3 clusters Score -1.269172e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -12691773.000000 Penalty: 5568.064453
	Iteration 73Q: 3 clusters Score -1.269177e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -12691879.000000 Penalty: 5568.064453
	Iteration 74Q: 3 clusters Score -1.269188e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -12691877.000000 Penalty: 5568.064453
	Iteration 75Q: 3 clusters Score -1.269188e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -12692003.000000 Penalty: 5568.064453
	Iteration 76Q: 3 clusters Score -1.2692e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -12692076.000000 Penalty: 5568.064453
	Iteration 77Q: 3 clusters Score -1.269208e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -12692197.000000 Penalty: 5568.064453
	Iteration 78Q: 3 clusters Score -1.26922e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -12692330.000000 Penalty: 5568.064453
	Iteration 79Q: 3 clusters Score -1.269233e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -12692435.000000 Penalty: 5568.064453
	Iteration 80F: 3 clusters Score -1.269244e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -12692551.000000 Penalty: 5568.064453
	Iteration 81Q: 3 clusters Score -1.269255e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -12692771.000000 Penalty: 5568.064453
	Iteration 82Q: 3 clusters Score -1.269277e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -12692859.000000 Penalty: 5568.064453
	Iteration 83Q: 3 clusters Score -1.269286e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -12693000.000000 Penalty: 5568.064453
	Iteration 84Q: 3 clusters Score -1.2693e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -12693122.000000 Penalty: 5568.064453
	Iteration 85Q: 3 clusters Score -1.269312e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -12693183.000000 Penalty: 5568.064453
	Iteration 86Q: 3 clusters Score -1.269318e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -12693346.000000 Penalty: 5568.064453
	Iteration 87Q: 3 clusters Score -1.269335e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -12693411.000000 Penalty: 5568.064453
	Iteration 88Q: 3 clusters Score -1.269341e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51130 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -12693571.000000 Penalty: 5568.064453
	Iteration 89Q: 3 clusters Score -1.269357e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51653 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -12693731.000000 Penalty: 5568.064453
	Iteration 90Q: 3 clusters Score -1.269373e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -12693916.000000 Penalty: 5568.064453
	Iteration 91Q: 3 clusters Score -1.269392e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -12693961.000000 Penalty: 5568.064453
	Iteration 92Q: 3 clusters Score -1.269396e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -12694168.000000 Penalty: 5568.064453
	Iteration 93Q: 3 clusters Score -1.269417e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53622 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -12694351.000000 Penalty: 5568.064453
	Iteration 94Q: 3 clusters Score -1.269435e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -12694503.000000 Penalty: 5568.064453
	Iteration 95Q: 3 clusters Score -1.26945e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -12694622.000000 Penalty: 5568.064453
	Iteration 96Q: 3 clusters Score -1.269462e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -12694723.000000 Penalty: 5568.064453
	Iteration 97Q: 3 clusters Score -1.269472e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55560 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -12694797.000000 Penalty: 5568.064453
	Iteration 98Q: 3 clusters Score -1.26948e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -12694869.000000 Penalty: 5568.064453
	Iteration 99Q: 3 clusters Score -1.269487e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -12695004.000000 Penalty: 5568.064453
	Iteration 100F: 3 clusters Score -1.2695e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -12695129.000000 Penalty: 5568.064453
	Iteration 101Q: 3 clusters Score -1.269513e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57304 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -12695245.000000 Penalty: 5568.064453
	Iteration 102Q: 3 clusters Score -1.269524e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -12695414.000000 Penalty: 5568.064453
	Iteration 103Q: 3 clusters Score -1.269541e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -12695603.000000 Penalty: 5568.064453
	Iteration 104Q: 3 clusters Score -1.26956e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -12695743.000000 Penalty: 5568.064453
	Iteration 105Q: 3 clusters Score -1.269574e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -12695951.000000 Penalty: 5568.064453
	Iteration 106Q: 3 clusters Score -1.269595e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -12696178.000000 Penalty: 5568.064453
	Iteration 107Q: 3 clusters Score -1.269618e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -12696280.000000 Penalty: 5568.064453
	Iteration 108Q: 3 clusters Score -1.269628e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60892 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -12696464.000000 Penalty: 5568.064453
	Iteration 109Q: 3 clusters Score -1.269646e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61448 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -12696631.000000 Penalty: 5568.064453
	Iteration 110Q: 3 clusters Score -1.269663e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61981 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -12696803.000000 Penalty: 5568.064453
	Iteration 111Q: 3 clusters Score -1.26968e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62522 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -12696974.000000 Penalty: 5568.064453
	Iteration 112Q: 3 clusters Score -1.269697e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -12697090.000000 Penalty: 5568.064453
	Iteration 113Q: 3 clusters Score -1.269709e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -12697191.000000 Penalty: 5568.064453
	Iteration 114Q: 3 clusters Score -1.269719e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -12697227.000000 Penalty: 5568.064453
	Iteration 115Q: 3 clusters Score -1.269723e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64243 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -12697341.000000 Penalty: 5568.064453
	Iteration 116Q: 3 clusters Score -1.269734e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -12697395.000000 Penalty: 5568.064453
	Iteration 117Q: 3 clusters Score -1.26974e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64989 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -12697432.000000 Penalty: 5568.064453
	Iteration 118Q: 3 clusters Score -1.269743e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65351 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -12697467.000000 Penalty: 5568.064453
	Iteration 119Q: 3 clusters Score -1.269747e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -12697589.000000 Penalty: 5568.064453
	Iteration 120F: 3 clusters Score -1.269759e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -12697621.000000 Penalty: 5568.064453
	Iteration 121Q: 3 clusters Score -1.269762e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66308 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -12697715.000000 Penalty: 5568.064453
	Iteration 122Q: 3 clusters Score -1.269772e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -12697813.000000 Penalty: 5568.064453
	Iteration 123Q: 3 clusters Score -1.269781e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66877 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -12697821.000000 Penalty: 5568.064453
	Iteration 124Q: 3 clusters Score -1.269782e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -12697897.000000 Penalty: 5568.064453
	Iteration 125Q: 3 clusters Score -1.26979e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67381 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -12697914.000000 Penalty: 5568.064453
	Iteration 126Q: 3 clusters Score -1.269791e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67606 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -12697940.000000 Penalty: 5568.064453
	Iteration 127Q: 3 clusters Score -1.269794e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67818 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -12697952.000000 Penalty: 5568.064453
	Iteration 128Q: 3 clusters Score -1.269795e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68028 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -12697975.000000 Penalty: 5568.064453
	Iteration 129Q: 3 clusters Score -1.269798e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68257 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -12698043.000000 Penalty: 5568.064453
	Iteration 130Q: 3 clusters Score -1.269804e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -12698063.000000 Penalty: 5568.064453
	Iteration 131Q: 3 clusters Score -1.269806e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68738 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -12698101.000000 Penalty: 5568.064453
	Iteration 132Q: 3 clusters Score -1.26981e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68963 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -12698091.000000 Penalty: 5568.064453
	Iteration 133Q: 3 clusters Score -1.269809e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69177 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -12698156.000000 Penalty: 5568.064453
	Iteration 134Q: 3 clusters Score -1.269816e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -12698204.000000 Penalty: 5568.064453
	Iteration 135Q: 3 clusters Score -1.26982e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69564 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -12698203.000000 Penalty: 5568.064453
	Iteration 136Q: 3 clusters Score -1.26982e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69743 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -12698286.000000 Penalty: 5568.064453
	Iteration 137Q: 3 clusters Score -1.269829e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69928 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -12698286.000000 Penalty: 5568.064453
	Iteration 138Q: 3 clusters Score -1.269829e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70127 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -12698297.000000 Penalty: 5568.064453
	Iteration 139Q: 3 clusters Score -1.26983e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -12698322.000000 Penalty: 5568.064453
	Iteration 140F: 3 clusters Score -1.269832e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70540 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -12698362.000000 Penalty: 5568.064453
	Iteration 141Q: 3 clusters Score -1.269836e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70733 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -12698414.000000 Penalty: 5568.064453
	Iteration 142Q: 3 clusters Score -1.269841e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -12698419.000000 Penalty: 5568.064453
	Iteration 143Q: 3 clusters Score -1.269842e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71122 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -12698479.000000 Penalty: 5568.064453
	Iteration 144Q: 3 clusters Score -1.269848e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71306 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -12698504.000000 Penalty: 5568.064453
	Iteration 145Q: 3 clusters Score -1.26985e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71481 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -12698524.000000 Penalty: 5568.064453
	Iteration 146Q: 3 clusters Score -1.269852e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71638 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -12698598.000000 Penalty: 5568.064453
	Iteration 147Q: 3 clusters Score -1.26986e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71788 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -12698642.000000 Penalty: 5568.064453
	Iteration 148Q: 3 clusters Score -1.269864e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71922 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -12698706.000000 Penalty: 5568.064453
	Iteration 149Q: 3 clusters Score -1.269871e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72043 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -12698750.000000 Penalty: 5568.064453
	Iteration 150Q: 3 clusters Score -1.269875e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -12698787.000000 Penalty: 5568.064453
	Iteration 151Q: 3 clusters Score -1.269879e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72291 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -12698844.000000 Penalty: 5568.064453
	Iteration 152Q: 3 clusters Score -1.269884e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72414 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -12698920.000000 Penalty: 5568.064453
	Iteration 153Q: 3 clusters Score -1.269892e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72524 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -12698945.000000 Penalty: 5568.064453
	Iteration 154Q: 3 clusters Score -1.269894e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72640 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -12699003.000000 Penalty: 5568.064453
	Iteration 155Q: 3 clusters Score -1.2699e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72736 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -12699054.000000 Penalty: 5568.064453
	Iteration 156Q: 3 clusters Score -1.269905e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -12699083.000000 Penalty: 5568.064453
	Iteration 157Q: 3 clusters Score -1.269908e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -12699094.000000 Penalty: 5568.064453
	Iteration 158Q: 3 clusters Score -1.269909e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72979 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -12699123.000000 Penalty: 5568.064453
	Iteration 159Q: 3 clusters Score -1.269912e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73050 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -12699137.000000 Penalty: 5568.064453
	Iteration 160F: 3 clusters Score -1.269914e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73119 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -12699158.000000 Penalty: 5568.064453
	Iteration 161Q: 3 clusters Score -1.269916e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73180 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -12699178.000000 Penalty: 5568.064453
	Iteration 162Q: 3 clusters Score -1.269918e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73238 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -12699213.000000 Penalty: 5568.064453
	Iteration 163Q: 3 clusters Score -1.269921e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -12699242.000000 Penalty: 5568.064453
	Iteration 164Q: 3 clusters Score -1.269924e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73316 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -12699252.000000 Penalty: 5568.064453
	Iteration 165Q: 3 clusters Score -1.269925e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73350 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -12699264.000000 Penalty: 5568.064453
	Iteration 166Q: 3 clusters Score -1.269926e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -12699271.000000 Penalty: 5568.064453
	Iteration 167Q: 3 clusters Score -1.269927e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73426 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -12699311.000000 Penalty: 5568.064453
	Iteration 168Q: 3 clusters Score -1.269931e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -12699336.000000 Penalty: 5568.064453
	Iteration 169Q: 3 clusters Score -1.269934e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73499 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -12699388.000000 Penalty: 5568.064453
	Iteration 170Q: 3 clusters Score -1.269939e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73526 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -12699409.000000 Penalty: 5568.064453
	Iteration 171Q: 3 clusters Score -1.269941e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73559 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -12699424.000000 Penalty: 5568.064453
	Iteration 172Q: 3 clusters Score -1.269942e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73589 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -12699432.000000 Penalty: 5568.064453
	Iteration 173Q: 3 clusters Score -1.269943e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -12699450.000000 Penalty: 5568.064453
	Iteration 174Q: 3 clusters Score -1.269945e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73651 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -12699479.000000 Penalty: 5568.064453
	Iteration 175Q: 3 clusters Score -1.269948e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73677 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -12699502.000000 Penalty: 5568.064453
	Iteration 176Q: 3 clusters Score -1.26995e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73701 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -12699523.000000 Penalty: 5568.064453
	Iteration 177Q: 3 clusters Score -1.269952e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73718 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -12699528.000000 Penalty: 5568.064453
	Iteration 178Q: 3 clusters Score -1.269953e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73736 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -12699528.000000 Penalty: 5568.064453
	Iteration 179Q: 3 clusters Score -1.269953e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73746 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -12699521.000000 Penalty: 5568.064453
	Iteration 180F: 3 clusters Score -1.269952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73755 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -12699517.000000 Penalty: 5568.064453
	Iteration 181Q: 3 clusters Score -1.269952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73770 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -12699540.000000 Penalty: 5568.064453
	Iteration 182Q: 3 clusters Score -1.269954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73785 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -12699554.000000 Penalty: 5568.064453
	Iteration 183Q: 3 clusters Score -1.269955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73790 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -12699569.000000 Penalty: 5568.064453
	Iteration 184Q: 3 clusters Score -1.269957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73798 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -12699548.000000 Penalty: 5568.064453
	Iteration 185Q: 3 clusters Score -1.269955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73809 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -12699556.000000 Penalty: 5568.064453
	Iteration 186Q: 3 clusters Score -1.269956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73814 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -12699553.000000 Penalty: 5568.064453
	Iteration 187Q: 3 clusters Score -1.269955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73822 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -12699582.000000 Penalty: 5568.064453
	Iteration 188Q: 3 clusters Score -1.269958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73828 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -12699581.000000 Penalty: 5568.064453
	Iteration 189Q: 3 clusters Score -1.269958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73841 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -12699608.000000 Penalty: 5568.064453
	Iteration 190Q: 3 clusters Score -1.269961e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73853 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -12699589.000000 Penalty: 5568.064453
	Iteration 191Q: 3 clusters Score -1.269959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73862 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -12699603.000000 Penalty: 5568.064453
	Iteration 192Q: 3 clusters Score -1.26996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73871 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -12699629.000000 Penalty: 5568.064453
	Iteration 193Q: 3 clusters Score -1.269963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73879 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -12699614.000000 Penalty: 5568.064453
	Iteration 194Q: 3 clusters Score -1.269961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73881 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -12699610.000000 Penalty: 5568.064453
	Iteration 195Q: 3 clusters Score -1.269961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73882 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -12699614.000000 Penalty: 5568.064453
	Iteration 196Q: 3 clusters Score -1.269961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73886 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -12699604.000000 Penalty: 5568.064453
	Iteration 197Q: 3 clusters Score -1.26996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73889 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -12699620.000000 Penalty: 5568.064453
	Iteration 198Q: 3 clusters Score -1.269962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73894 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -12699617.000000 Penalty: 5568.064453
	Iteration 199Q: 3 clusters Score -1.269962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73903 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -12699625.000000 Penalty: 5568.064453
	Iteration 200F: 3 clusters Score -1.269962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73911 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -12699635.000000 Penalty: 5568.064453
	Iteration 201Q: 3 clusters Score -1.269964e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73926 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -12699645.000000 Penalty: 5568.064453
	Iteration 202Q: 3 clusters Score -1.269964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73936 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -12699615.000000 Penalty: 5568.064453
	Iteration 203Q: 3 clusters Score -1.269962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73943 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -12699622.000000 Penalty: 5568.064453
	Iteration 204Q: 3 clusters Score -1.269962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73952 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -12699649.000000 Penalty: 5568.064453
	Iteration 205Q: 3 clusters Score -1.269965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73960 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -12699645.000000 Penalty: 5568.064453
	Iteration 206Q: 3 clusters Score -1.269964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73965 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -12699649.000000 Penalty: 5568.064453
	Iteration 207Q: 3 clusters Score -1.269965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73967 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -12699648.000000 Penalty: 5568.064453
	Iteration 208Q: 3 clusters Score -1.269965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73969 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -12699656.000000 Penalty: 5568.064453
	Iteration 209Q: 3 clusters Score -1.269966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73973 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -12699672.000000 Penalty: 5568.064453
	Iteration 210Q: 3 clusters Score -1.269967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73978 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -12699668.000000 Penalty: 5568.064453
	Iteration 211Q: 3 clusters Score -1.269967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73983 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -12699679.000000 Penalty: 5568.064453
	Iteration 212Q: 3 clusters Score -1.269968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73985 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -12699669.000000 Penalty: 5568.064453
	Iteration 213Q: 3 clusters Score -1.269967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73985 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -12699669.000000 Penalty: 5568.064453
	Iteration 214F: 3 clusters Score -1.269967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Entering Unmasked Estep 
Score: -5050346.500000 Penalty: 2556.041016
	Iteration 0F: 2 clusters Score -5050346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -5029909.500000 Penalty: 5112.082031
	Iteration 0F: 3 clusters Score -5029910 nChanged 13422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -5037709.500000 Penalty: 5112.082031
	Iteration 1F: 3 clusters Score -5037710 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -5038451.000000 Penalty: 5112.082031
	Iteration 2F: 3 clusters Score -5038451 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -5039134.000000 Penalty: 5112.082031
	Iteration 3F: 3 clusters Score -5039134 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -5039837.500000 Penalty: 5112.082031
	Iteration 4Q: 3 clusters Score -5039838 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -5040568.000000 Penalty: 5112.082031
	Iteration 5Q: 3 clusters Score -5040568 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -5041499.000000 Penalty: 5112.082031
	Iteration 6Q: 3 clusters Score -5041499 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -5042745.500000 Penalty: 5112.082031
	Iteration 7F: 3 clusters Score -5042746 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -5044215.500000 Penalty: 5112.082031
	Iteration 8F: 3 clusters Score -5044216 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -5045550.500000 Penalty: 5112.082031
	Iteration 9F: 3 clusters Score -5045550 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -5046629.000000 Penalty: 5112.082031
	Iteration 10Q: 3 clusters Score -5046629 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -5047239.500000 Penalty: 5112.082031
	Iteration 11Q: 3 clusters Score -5047240 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -5047568.000000 Penalty: 5112.082031
	Iteration 12Q: 3 clusters Score -5047568 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -5047761.000000 Penalty: 5112.082031
	Iteration 13Q: 3 clusters Score -5047761 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -5047987.000000 Penalty: 5112.082031
	Iteration 14Q: 3 clusters Score -5047987 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -5048127.000000 Penalty: 5112.082031
	Iteration 15Q: 3 clusters Score -5048127 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -5048230.000000 Penalty: 5112.082031
	Iteration 16Q: 3 clusters Score -5048230 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -5048318.000000 Penalty: 5112.082031
	Iteration 17Q: 3 clusters Score -5048318 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -5048390.500000 Penalty: 5112.082031
	Iteration 18Q: 3 clusters Score -5048390 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -5048446.500000 Penalty: 5112.082031
	Iteration 19Q: 3 clusters Score -5048446 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -5048479.500000 Penalty: 5112.082031
	Iteration 20F: 3 clusters Score -5048480 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -5048498.000000 Penalty: 5112.082031
	Iteration 21Q: 3 clusters Score -5048498 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -5048500.000000 Penalty: 5112.082031
	Iteration 22Q: 3 clusters Score -5048500 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -5048525.000000 Penalty: 5112.082031
	Iteration 23Q: 3 clusters Score -5048525 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -5048553.500000 Penalty: 5112.082031
	Iteration 24Q: 3 clusters Score -5048554 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -5048583.000000 Penalty: 5112.082031
	Iteration 25Q: 3 clusters Score -5048583 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -5048574.500000 Penalty: 5112.082031
	Iteration 26Q: 3 clusters Score -5048574 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -5048585.500000 Penalty: 5112.082031
	Iteration 27Q: 3 clusters Score -5048586 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -5048576.000000 Penalty: 5112.082031
	Iteration 28Q: 3 clusters Score -5048576 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -5048592.500000 Penalty: 5112.082031
	Iteration 29Q: 3 clusters Score -5048592 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -5048591.500000 Penalty: 5112.082031
	Iteration 30Q: 3 clusters Score -5048592 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -5048590.500000 Penalty: 5112.082031
	Iteration 31Q: 3 clusters Score -5048590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -5048597.500000 Penalty: 5112.082031
	Iteration 32Q: 3 clusters Score -5048598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -5048604.000000 Penalty: 5112.082031
	Iteration 33Q: 3 clusters Score -5048604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -5048600.500000 Penalty: 5112.082031
	Iteration 34Q: 3 clusters Score -5048600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -5048616.500000 Penalty: 5112.082031
	Iteration 35Q: 3 clusters Score -5048616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -5048610.500000 Penalty: 5112.082031
	Iteration 36Q: 3 clusters Score -5048610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -5048620.500000 Penalty: 5112.082031
	Iteration 37Q: 3 clusters Score -5048620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -5048628.000000 Penalty: 5112.082031
	Iteration 38Q: 3 clusters Score -5048628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -5048621.500000 Penalty: 5112.082031
	Iteration 39Q: 3 clusters Score -5048622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -5048615.500000 Penalty: 5112.082031
	Iteration 40F: 3 clusters Score -5048616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -5048614.500000 Penalty: 5112.082031
	Iteration 41Q: 3 clusters Score -5048614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -5048612.000000 Penalty: 5112.082031
	Iteration 42Q: 3 clusters Score -5048612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -5048615.500000 Penalty: 5112.082031
	Iteration 43Q: 3 clusters Score -5048616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -5048628.500000 Penalty: 5112.082031
	Iteration 44Q: 3 clusters Score -5048628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -5048628.000000 Penalty: 5112.082031
	Iteration 45Q: 3 clusters Score -5048628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -5048628.000000 Penalty: 5112.082031
	Iteration 46Q: 3 clusters Score -5048628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -5048625.500000 Penalty: 5112.082031
	Iteration 47Q: 3 clusters Score -5048626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -5048619.500000 Penalty: 5112.082031
	Iteration 48Q: 3 clusters Score -5048620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -5048620.500000 Penalty: 5112.082031
	Iteration 49Q: 3 clusters Score -5048620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -5048626.500000 Penalty: 5112.082031
	Iteration 50Q: 3 clusters Score -5048626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -5048633.500000 Penalty: 5112.082031
	Iteration 51Q: 3 clusters Score -5048634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -5048627.500000 Penalty: 5112.082031
	Iteration 52Q: 3 clusters Score -5048628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -5048634.500000 Penalty: 5112.082031
	Iteration 53Q: 3 clusters Score -5048634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -5048636.500000 Penalty: 5112.082031
	Iteration 54Q: 3 clusters Score -5048636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -5048637.000000 Penalty: 5112.082031
	Iteration 55Q: 3 clusters Score -5048637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -5048650.000000 Penalty: 5112.082031
	Iteration 56Q: 3 clusters Score -5048650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -5048643.500000 Penalty: 5112.082031
	Iteration 57Q: 3 clusters Score -5048644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -5048641.500000 Penalty: 5112.082031
	Iteration 58Q: 3 clusters Score -5048642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -5048644.500000 Penalty: 5112.082031
	Iteration 59Q: 3 clusters Score -5048644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -5048645.000000 Penalty: 5112.082031
	Iteration 60F: 3 clusters Score -5048645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -5048644.500000 Penalty: 5112.082031
	Iteration 61Q: 3 clusters Score -5048644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -5048648.000000 Penalty: 5112.082031
	Iteration 62Q: 3 clusters Score -5048648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -5048644.500000 Penalty: 5112.082031
	Iteration 63Q: 3 clusters Score -5048644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -5048642.500000 Penalty: 5112.082031
	Iteration 64Q: 3 clusters Score -5048642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -5048646.500000 Penalty: 5112.082031
	Iteration 65Q: 3 clusters Score -5048646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -5048646.500000 Penalty: 5112.082031
	Iteration 66Q: 3 clusters Score -5048646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -5048647.000000 Penalty: 5112.082031
	Iteration 67Q: 3 clusters Score -5048647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -5048646.000000 Penalty: 5112.082031
	Iteration 68Q: 3 clusters Score -5048646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -5048640.500000 Penalty: 5112.082031
	Iteration 69Q: 3 clusters Score -5048640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -5048638.000000 Penalty: 5112.082031
	Iteration 70Q: 3 clusters Score -5048638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -5048643.000000 Penalty: 5112.082031
	Iteration 71Q: 3 clusters Score -5048643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -5048637.500000 Penalty: 5112.082031
	Iteration 72Q: 3 clusters Score -5048638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -5048640.500000 Penalty: 5112.082031
	Iteration 73Q: 3 clusters Score -5048640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -5048641.500000 Penalty: 5112.082031
	Iteration 74Q: 3 clusters Score -5048642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -5048645.000000 Penalty: 5112.082031
	Iteration 75Q: 3 clusters Score -5048645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -5048642.500000 Penalty: 5112.082031
	Iteration 76Q: 3 clusters Score -5048642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -5048640.500000 Penalty: 5112.082031
	Iteration 77Q: 3 clusters Score -5048640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -5048640.000000 Penalty: 5112.082031
	Iteration 78Q: 3 clusters Score -5048640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -5048641.500000 Penalty: 5112.082031
	Iteration 79Q: 3 clusters Score -5048642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -5048638.500000 Penalty: 5112.082031
	Iteration 80F: 3 clusters Score -5048638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -5048637.000000 Penalty: 5112.082031
	Iteration 81Q: 3 clusters Score -5048637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -5048633.000000 Penalty: 5112.082031
	Iteration 82Q: 3 clusters Score -5048633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -5048632.500000 Penalty: 5112.082031
	Iteration 83Q: 3 clusters Score -5048632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -5048644.000000 Penalty: 5112.082031
	Iteration 84Q: 3 clusters Score -5048644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -5048643.500000 Penalty: 5112.082031
	Iteration 85Q: 3 clusters Score -5048644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -5048635.500000 Penalty: 5112.082031
	Iteration 86Q: 3 clusters Score -5048636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -5048636.000000 Penalty: 5112.082031
	Iteration 87Q: 3 clusters Score -5048636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -5048636.000000 Penalty: 5112.082031
	Iteration 88Q: 3 clusters Score -5048636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -5048642.000000 Penalty: 5112.082031
	Iteration 89Q: 3 clusters Score -5048642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -5048646.500000 Penalty: 5112.082031
	Iteration 90Q: 3 clusters Score -5048646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -5048650.000000 Penalty: 5112.082031
	Iteration 91Q: 3 clusters Score -5048650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -5048649.000000 Penalty: 5112.082031
	Iteration 92Q: 3 clusters Score -5048649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -5048645.000000 Penalty: 5112.082031
	Iteration 93Q: 3 clusters Score -5048645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -5048648.000000 Penalty: 5112.082031
	Iteration 94Q: 3 clusters Score -5048648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -5048648.000000 Penalty: 5112.082031
	Iteration 95Q: 3 clusters Score -5048648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -5048649.500000 Penalty: 5112.082031
	Iteration 96Q: 3 clusters Score -5048650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -5048644.000000 Penalty: 5112.082031
	Iteration 97Q: 3 clusters Score -5048644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -5048648.000000 Penalty: 5112.082031
	Iteration 98Q: 3 clusters Score -5048648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -5048652.000000 Penalty: 5112.082031
	Iteration 99Q: 3 clusters Score -5048652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -5048655.000000 Penalty: 5112.082031
	Iteration 100F: 3 clusters Score -5048655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Entering Unmasked Estep 
Score: -3420269.000000 Penalty: 2474.127197
	Iteration 0F: 2 clusters Score -3420269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -3405134.250000 Penalty: 4948.254395
	Iteration 0F: 3 clusters Score -3405134 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -3410761.750000 Penalty: 4948.254395
	Iteration 1F: 3 clusters Score -3410762 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -3412025.750000 Penalty: 4948.254395
	Iteration 2F: 3 clusters Score -3412026 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -3413577.500000 Penalty: 4948.254395
	Iteration 3F: 3 clusters Score -3413578 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -3415121.250000 Penalty: 4948.254395
	Iteration 4F: 3 clusters Score -3415121 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -3416297.750000 Penalty: 4948.254395
	Iteration 5F: 3 clusters Score -3416298 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -3416926.000000 Penalty: 4948.254395
	Iteration 6F: 3 clusters Score -3416926 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -3417296.750000 Penalty: 4948.254395
	Iteration 7Q: 3 clusters Score -3417297 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -3417514.000000 Penalty: 4948.254395
	Iteration 8Q: 3 clusters Score -3417514 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -3417654.500000 Penalty: 4948.254395
	Iteration 9Q: 3 clusters Score -3417654 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -3417767.500000 Penalty: 4948.254395
	Iteration 10Q: 3 clusters Score -3417768 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -3417883.750000 Penalty: 4948.254395
	Iteration 11Q: 3 clusters Score -3417884 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -3417997.250000 Penalty: 4948.254395
	Iteration 12Q: 3 clusters Score -3417997 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3418077.500000 Penalty: 4948.254395
	Iteration 13Q: 3 clusters Score -3418078 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -3418155.750000 Penalty: 4948.254395
	Iteration 14Q: 3 clusters Score -3418156 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -3418267.750000 Penalty: 4948.254395
	Iteration 15Q: 3 clusters Score -3418268 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -3418396.750000 Penalty: 4948.254395
	Iteration 16Q: 3 clusters Score -3418397 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3418551.500000 Penalty: 4948.254395
	Iteration 17Q: 3 clusters Score -3418552 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -3418721.000000 Penalty: 4948.254395
	Iteration 18Q: 3 clusters Score -3418721 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -3418897.250000 Penalty: 4948.254395
	Iteration 19Q: 3 clusters Score -3418897 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -3419095.750000 Penalty: 4948.254395
	Iteration 20F: 3 clusters Score -3419096 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3419190.000000 Penalty: 4948.254395
	Iteration 21Q: 3 clusters Score -3419190 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -3419261.750000 Penalty: 4948.254395
	Iteration 22Q: 3 clusters Score -3419262 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3419309.500000 Penalty: 4948.254395
	Iteration 23Q: 3 clusters Score -3419310 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3419361.500000 Penalty: 4948.254395
	Iteration 24Q: 3 clusters Score -3419362 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -3419384.000000 Penalty: 4948.254395
	Iteration 25Q: 3 clusters Score -3419384 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -3419396.250000 Penalty: 4948.254395
	Iteration 26Q: 3 clusters Score -3419396 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3419413.000000 Penalty: 4948.254395
	Iteration 27Q: 3 clusters Score -3419413 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3419431.500000 Penalty: 4948.254395
	Iteration 28Q: 3 clusters Score -3419432 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3419439.250000 Penalty: 4948.254395
	Iteration 29Q: 3 clusters Score -3419439 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -3419458.000000 Penalty: 4948.254395
	Iteration 30Q: 3 clusters Score -3419458 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3419462.500000 Penalty: 4948.254395
	Iteration 31Q: 3 clusters Score -3419462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -3419467.500000 Penalty: 4948.254395
	Iteration 32Q: 3 clusters Score -3419468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -3419466.750000 Penalty: 4948.254395
	Iteration 33Q: 3 clusters Score -3419467 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3419473.500000 Penalty: 4948.254395
	Iteration 34Q: 3 clusters Score -3419474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -3419475.250000 Penalty: 4948.254395
	Iteration 35Q: 3 clusters Score -3419475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3419480.250000 Penalty: 4948.254395
	Iteration 36Q: 3 clusters Score -3419480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -3419481.250000 Penalty: 4948.254395
	Iteration 37Q: 3 clusters Score -3419481 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -3419484.250000 Penalty: 4948.254395
	Iteration 38Q: 3 clusters Score -3419484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -3419487.000000 Penalty: 4948.254395
	Iteration 39Q: 3 clusters Score -3419487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3419491.000000 Penalty: 4948.254395
	Iteration 40F: 3 clusters Score -3419491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3419487.750000 Penalty: 4948.254395
	Iteration 41Q: 3 clusters Score -3419488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -3419492.750000 Penalty: 4948.254395
	Iteration 42Q: 3 clusters Score -3419493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -3419497.250000 Penalty: 4948.254395
	Iteration 43Q: 3 clusters Score -3419497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3419486.750000 Penalty: 4948.254395
	Iteration 44Q: 3 clusters Score -3419487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -3419491.750000 Penalty: 4948.254395
	Iteration 45Q: 3 clusters Score -3419492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3419488.500000 Penalty: 4948.254395
	Iteration 46Q: 3 clusters Score -3419488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3419490.000000 Penalty: 4948.254395
	Iteration 47Q: 3 clusters Score -3419490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -3419483.500000 Penalty: 4948.254395
	Iteration 48Q: 3 clusters Score -3419484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -3419491.500000 Penalty: 4948.254395
	Iteration 49Q: 3 clusters Score -3419492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3419491.500000 Penalty: 4948.254395
	Iteration 50Q: 3 clusters Score -3419492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3419488.500000 Penalty: 4948.254395
	Iteration 51Q: 3 clusters Score -3419488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -3419484.500000 Penalty: 4948.254395
	Iteration 52Q: 3 clusters Score -3419484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -3419490.500000 Penalty: 4948.254395
	Iteration 53Q: 3 clusters Score -3419490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -3419489.000000 Penalty: 4948.254395
	Iteration 54Q: 3 clusters Score -3419489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -3419487.250000 Penalty: 4948.254395
	Iteration 55Q: 3 clusters Score -3419487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -3419491.250000 Penalty: 4948.254395
	Iteration 56Q: 3 clusters Score -3419491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -3419495.500000 Penalty: 4948.254395
	Iteration 57Q: 3 clusters Score -3419496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3419496.000000 Penalty: 4948.254395
	Iteration 58Q: 3 clusters Score -3419496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -3419492.500000 Penalty: 4948.254395
	Iteration 59Q: 3 clusters Score -3419492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3419491.750000 Penalty: 4948.254395
	Iteration 60F: 3 clusters Score -3419492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -3419492.250000 Penalty: 4948.254395
	Iteration 61Q: 3 clusters Score -3419492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -3419491.000000 Penalty: 4948.254395
	Iteration 62Q: 3 clusters Score -3419491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -3419495.500000 Penalty: 4948.254395
	Iteration 63Q: 3 clusters Score -3419496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -3419492.250000 Penalty: 4948.254395
	Iteration 64Q: 3 clusters Score -3419492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -3419492.250000 Penalty: 4948.254395
	Iteration 65F: 3 clusters Score -3419492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Entering Unmasked Estep 
Score: -838072.187500 Penalty: 2109.470703
	Iteration 0F: 2 clusters Score -838072.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -833588.000000 Penalty: 4218.941406
	Iteration 0F: 3 clusters Score -833588 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -834653.125000 Penalty: 4218.941406
	Iteration 1F: 3 clusters Score -834653.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -834867.375000 Penalty: 4218.941406
	Iteration 2F: 3 clusters Score -834867.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -835006.750000 Penalty: 4218.941406
	Iteration 3Q: 3 clusters Score -835006.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -835123.312500 Penalty: 4218.941406
	Iteration 4Q: 3 clusters Score -835123.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -835236.187500 Penalty: 4218.941406
	Iteration 5Q: 3 clusters Score -835236.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -835349.750000 Penalty: 4218.941406
	Iteration 6Q: 3 clusters Score -835349.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -835424.687500 Penalty: 4218.941406
	Iteration 7Q: 3 clusters Score -835424.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -835483.312500 Penalty: 4218.941406
	Iteration 8Q: 3 clusters Score -835483.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -835547.812500 Penalty: 4218.941406
	Iteration 9Q: 3 clusters Score -835547.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -835624.500000 Penalty: 4218.941406
	Iteration 10Q: 3 clusters Score -835624.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -835730.187500 Penalty: 4218.941406
	Iteration 11Q: 3 clusters Score -835730.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -835830.437500 Penalty: 4218.941406
	Iteration 12Q: 3 clusters Score -835830.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -835909.687500 Penalty: 4218.941406
	Iteration 13Q: 3 clusters Score -835909.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -835988.250000 Penalty: 4218.941406
	Iteration 14Q: 3 clusters Score -835988.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -836091.062500 Penalty: 4218.941406
	Iteration 15Q: 3 clusters Score -836091.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -836211.500000 Penalty: 4218.941406
	Iteration 16Q: 3 clusters Score -836211.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -836324.250000 Penalty: 4218.941406
	Iteration 17Q: 3 clusters Score -836324.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -836449.000000 Penalty: 4218.941406
	Iteration 18Q: 3 clusters Score -836449 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -836580.312500 Penalty: 4218.941406
	Iteration 19Q: 3 clusters Score -836580.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -836696.437500 Penalty: 4218.941406
	Iteration 20F: 3 clusters Score -836696.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -836804.875000 Penalty: 4218.941406
	Iteration 21Q: 3 clusters Score -836804.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -836903.437500 Penalty: 4218.941406
	Iteration 22Q: 3 clusters Score -836903.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -836978.125000 Penalty: 4218.941406
	Iteration 23Q: 3 clusters Score -836978.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -837048.375000 Penalty: 4218.941406
	Iteration 24Q: 3 clusters Score -837048.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -837109.000000 Penalty: 4218.941406
	Iteration 25Q: 3 clusters Score -837109 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -837162.750000 Penalty: 4218.941406
	Iteration 26Q: 3 clusters Score -837162.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -837202.250000 Penalty: 4218.941406
	Iteration 27Q: 3 clusters Score -837202.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -837231.750000 Penalty: 4218.941406
	Iteration 28Q: 3 clusters Score -837231.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -837256.562500 Penalty: 4218.941406
	Iteration 29Q: 3 clusters Score -837256.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -837280.062500 Penalty: 4218.941406
	Iteration 30Q: 3 clusters Score -837280.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -837292.562500 Penalty: 4218.941406
	Iteration 31Q: 3 clusters Score -837292.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -837308.437500 Penalty: 4218.941406
	Iteration 32Q: 3 clusters Score -837308.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -837319.875000 Penalty: 4218.941406
	Iteration 33Q: 3 clusters Score -837319.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -837325.875000 Penalty: 4218.941406
	Iteration 34Q: 3 clusters Score -837325.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -837333.062500 Penalty: 4218.941406
	Iteration 35Q: 3 clusters Score -837333.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -837337.437500 Penalty: 4218.941406
	Iteration 36Q: 3 clusters Score -837337.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -837340.500000 Penalty: 4218.941406
	Iteration 37Q: 3 clusters Score -837340.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -837343.687500 Penalty: 4218.941406
	Iteration 38Q: 3 clusters Score -837343.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -837351.437500 Penalty: 4218.941406
	Iteration 39Q: 3 clusters Score -837351.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -837354.062500 Penalty: 4218.941406
	Iteration 40F: 3 clusters Score -837354.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -837356.000000 Penalty: 4218.941406
	Iteration 41Q: 3 clusters Score -837356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -837356.750000 Penalty: 4218.941406
	Iteration 42Q: 3 clusters Score -837356.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -837360.062500 Penalty: 4218.941406
	Iteration 43Q: 3 clusters Score -837360.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -837362.187500 Penalty: 4218.941406
	Iteration 44Q: 3 clusters Score -837362.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -837366.250000 Penalty: 4218.941406
	Iteration 45Q: 3 clusters Score -837366.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -837369.437500 Penalty: 4218.941406
	Iteration 46Q: 3 clusters Score -837369.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -837369.500000 Penalty: 4218.941406
	Iteration 47Q: 3 clusters Score -837369.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -837369.687500 Penalty: 4218.941406
	Iteration 48Q: 3 clusters Score -837369.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -837369.187500 Penalty: 4218.941406
	Iteration 49Q: 3 clusters Score -837369.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -837370.375000 Penalty: 4218.941406
	Iteration 50Q: 3 clusters Score -837370.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -837370.687500 Penalty: 4218.941406
	Iteration 51Q: 3 clusters Score -837370.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -837371.187500 Penalty: 4218.941406
	Iteration 52Q: 3 clusters Score -837371.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -837372.437500 Penalty: 4218.941406
	Iteration 53Q: 3 clusters Score -837372.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -837372.437500 Penalty: 4218.941406
	Iteration 54F: 3 clusters Score -837372.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Entering Unmasked Estep 
Score: -747183.625000 Penalty: 2083.586426
	Iteration 0F: 2 clusters Score -747183.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -743095.812500 Penalty: 4167.172852
	Iteration 0F: 3 clusters Score -743095.8 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -744178.562500 Penalty: 4167.172852
	Iteration 1F: 3 clusters Score -744178.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -744532.187500 Penalty: 4167.172852
	Iteration 2F: 3 clusters Score -744532.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -744845.312500 Penalty: 4167.172852
	Iteration 3F: 3 clusters Score -744845.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -745133.250000 Penalty: 4167.172852
	Iteration 4F: 3 clusters Score -745133.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -745431.312500 Penalty: 4167.172852
	Iteration 5F: 3 clusters Score -745431.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -745715.000000 Penalty: 4167.172852
	Iteration 6F: 3 clusters Score -745715 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -745925.500000 Penalty: 4167.172852
	Iteration 7Q: 3 clusters Score -745925.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -746038.375000 Penalty: 4167.172852
	Iteration 8Q: 3 clusters Score -746038.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -746096.250000 Penalty: 4167.172852
	Iteration 9Q: 3 clusters Score -746096.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -746125.437500 Penalty: 4167.172852
	Iteration 10Q: 3 clusters Score -746125.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -746146.250000 Penalty: 4167.172852
	Iteration 11Q: 3 clusters Score -746146.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -746158.000000 Penalty: 4167.172852
	Iteration 12Q: 3 clusters Score -746158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -746171.937500 Penalty: 4167.172852
	Iteration 13Q: 3 clusters Score -746171.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -746183.625000 Penalty: 4167.172852
	Iteration 14Q: 3 clusters Score -746183.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -746192.062500 Penalty: 4167.172852
	Iteration 15Q: 3 clusters Score -746192.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -746200.687500 Penalty: 4167.172852
	Iteration 16Q: 3 clusters Score -746200.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -746206.437500 Penalty: 4167.172852
	Iteration 17Q: 3 clusters Score -746206.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -746212.125000 Penalty: 4167.172852
	Iteration 18Q: 3 clusters Score -746212.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -746220.312500 Penalty: 4167.172852
	Iteration 19Q: 3 clusters Score -746220.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -746227.562500 Penalty: 4167.172852
	Iteration 20F: 3 clusters Score -746227.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -746231.187500 Penalty: 4167.172852
	Iteration 21Q: 3 clusters Score -746231.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -746238.312500 Penalty: 4167.172852
	Iteration 22Q: 3 clusters Score -746238.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -746244.062500 Penalty: 4167.172852
	Iteration 23Q: 3 clusters Score -746244.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -746249.625000 Penalty: 4167.172852
	Iteration 24Q: 3 clusters Score -746249.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -746256.125000 Penalty: 4167.172852
	Iteration 25Q: 3 clusters Score -746256.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -746263.875000 Penalty: 4167.172852
	Iteration 26Q: 3 clusters Score -746263.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -746272.812500 Penalty: 4167.172852
	Iteration 27Q: 3 clusters Score -746272.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -746291.687500 Penalty: 4167.172852
	Iteration 28Q: 3 clusters Score -746291.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -746309.625000 Penalty: 4167.172852
	Iteration 29Q: 3 clusters Score -746309.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -746322.687500 Penalty: 4167.172852
	Iteration 30Q: 3 clusters Score -746322.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -746333.312500 Penalty: 4167.172852
	Iteration 31Q: 3 clusters Score -746333.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -746351.500000 Penalty: 4167.172852
	Iteration 32Q: 3 clusters Score -746351.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -746370.187500 Penalty: 4167.172852
	Iteration 33Q: 3 clusters Score -746370.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -746391.000000 Penalty: 4167.172852
	Iteration 34Q: 3 clusters Score -746391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -746401.562500 Penalty: 4167.172852
	Iteration 35Q: 3 clusters Score -746401.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -746409.625000 Penalty: 4167.172852
	Iteration 36Q: 3 clusters Score -746409.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -746417.187500 Penalty: 4167.172852
	Iteration 37Q: 3 clusters Score -746417.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -746423.437500 Penalty: 4167.172852
	Iteration 38Q: 3 clusters Score -746423.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -746424.562500 Penalty: 4167.172852
	Iteration 39Q: 3 clusters Score -746424.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -746425.500000 Penalty: 4167.172852
	Iteration 40F: 3 clusters Score -746425.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -746426.187500 Penalty: 4167.172852
	Iteration 41Q: 3 clusters Score -746426.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -746426.187500 Penalty: 4167.172852
	Iteration 42F: 3 clusters Score -746426.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -76350.226562 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -76350.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -74944.023438 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -74944.02 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -75260.890625 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -75260.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -75411.054688 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -75411.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -75637.296875 Penalty: 3099.029297
	Iteration 3F: 3 clusters Score -75637.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -75839.007812 Penalty: 3099.029297
	Iteration 4F: 3 clusters Score -75839.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -75938.468750 Penalty: 3099.029297
	Iteration 5F: 3 clusters Score -75938.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -76035.734375 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -76035.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -76212.710938 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -76212.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -76407.062500 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -76407.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -76431.531250 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -76431.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -76431.531250 Penalty: 3099.029297
	Iteration 10F: 3 clusters Score -76431.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 37173 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 58318 members 
Mstep: Class 5 contains 36997 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 7705 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 27387 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 13985 members 
Mstep: Class 12 contains 34682 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10406 members 
Mstep: Class 15 contains 3820 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 67920 members 
Mstep: Class 18 contains 4425 members 
Mstep: Class 19 contains 13892 members 
Mstep: Class 20 contains 75052 members 
Mstep: Class 21 contains 29930 members 
Mstep: Class 22 contains 21511 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 325 members 
Mstep: Class 26 contains 11778 members 
Mstep: Class 27 contains 7098 members 
Mstep: Class 28 contains 12385 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6335 members 
Mstep: Class 31 contains 15266 members 
Mstep: Class 32 contains 10479 members 
Mstep: Class 33 contains 1569 members 
Mstep: Class 34 contains 58683 members 
Mstep: Class 35 contains 11393 members 
Mstep: Class 36 contains 4338 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 53000 members 
Mstep: Class 40 contains 1978 members 
Mstep: Class 41 contains 5997 members 
Mstep: Class 42 contains 989 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 192 members 
Entering Unmasked Estep 
Score: -115026848.000000 Penalty: 150219.671875
Splitting cluster 25 changes total score from -115026752.000000 to -115026848.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 26 (11778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Entering Unmasked Estep 
Score: -1962582.000000 Penalty: 2324.749268
	Iteration 0F: 2 clusters Score -1962582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1953747.500000 Penalty: 4649.498535
	Iteration 0F: 3 clusters Score -1953748 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1956475.125000 Penalty: 4649.498535
	Iteration 1F: 3 clusters Score -1956475 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1956892.625000 Penalty: 4649.498535
	Iteration 2F: 3 clusters Score -1956893 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1957282.000000 Penalty: 4649.498535
	Iteration 3F: 3 clusters Score -1957282 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1957741.875000 Penalty: 4649.498535
	Iteration 4F: 3 clusters Score -1957742 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1958395.125000 Penalty: 4649.498535
	Iteration 5F: 3 clusters Score -1958395 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1959344.250000 Penalty: 4649.498535
	Iteration 6F: 3 clusters Score -1959344 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1960580.000000 Penalty: 4649.498535
	Iteration 7F: 3 clusters Score -1960580 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1961768.875000 Penalty: 4649.498535
	Iteration 8F: 3 clusters Score -1961769 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1962712.750000 Penalty: 4649.498535
	Iteration 9F: 3 clusters Score -1962713 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1963337.500000 Penalty: 4649.498535
	Iteration 10Q: 3 clusters Score -1963338 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1963675.000000 Penalty: 4649.498535
	Iteration 11Q: 3 clusters Score -1963675 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1963811.750000 Penalty: 4649.498535
	Iteration 12Q: 3 clusters Score -1963812 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1963853.000000 Penalty: 4649.498535
	Iteration 13Q: 3 clusters Score -1963853 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1963873.375000 Penalty: 4649.498535
	Iteration 14Q: 3 clusters Score -1963873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1963889.125000 Penalty: 4649.498535
	Iteration 15Q: 3 clusters Score -1963889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1963891.000000 Penalty: 4649.498535
	Iteration 16Q: 3 clusters Score -1963891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1963893.625000 Penalty: 4649.498535
	Iteration 17Q: 3 clusters Score -1963894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1963902.000000 Penalty: 4649.498535
	Iteration 18Q: 3 clusters Score -1963902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1963899.125000 Penalty: 4649.498535
	Iteration 19Q: 3 clusters Score -1963899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1963899.625000 Penalty: 4649.498535
	Iteration 20F: 3 clusters Score -1963900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1963898.625000 Penalty: 4649.498535
	Iteration 21Q: 3 clusters Score -1963899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1963898.625000 Penalty: 4649.498535
	Iteration 22F: 3 clusters Score -1963899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 37173 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 58318 members 
Mstep: Class 5 contains 36997 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 7705 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 27387 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 13985 members 
Mstep: Class 12 contains 34682 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10406 members 
Mstep: Class 15 contains 3820 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 67920 members 
Mstep: Class 18 contains 4425 members 
Mstep: Class 19 contains 13892 members 
Mstep: Class 20 contains 75052 members 
Mstep: Class 21 contains 29930 members 
Mstep: Class 22 contains 21511 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 325 members 
Mstep: Class 26 contains 4386 members 
Mstep: Class 27 contains 7098 members 
Mstep: Class 28 contains 12385 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6335 members 
Mstep: Class 31 contains 15266 members 
Mstep: Class 32 contains 10479 members 
Mstep: Class 33 contains 1569 members 
Mstep: Class 34 contains 58683 members 
Mstep: Class 35 contains 11393 members 
Mstep: Class 36 contains 4338 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 53000 members 
Mstep: Class 40 contains 1978 members 
Mstep: Class 41 contains 5997 members 
Mstep: Class 42 contains 989 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 192 members 
Mstep: Class 46 contains 7392 members 
Entering Unmasked Estep 
Score: -115027048.000000 Penalty: 153557.890625
Splitting cluster 26 changes total score from -115026752.000000 to -115027048.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 27 (7098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Entering Unmasked Estep 
Score: -1259649.500000 Penalty: 2199.156982
	Iteration 0F: 2 clusters Score -1259650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1253795.125000 Penalty: 4398.313965
	Iteration 0F: 3 clusters Score -1253795 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1255296.500000 Penalty: 4398.313965
	Iteration 1F: 3 clusters Score -1255296 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1255530.375000 Penalty: 4398.313965
	Iteration 2F: 3 clusters Score -1255530 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1255661.000000 Penalty: 4398.313965
	Iteration 3Q: 3 clusters Score -1255661 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1255750.375000 Penalty: 4398.313965
	Iteration 4Q: 3 clusters Score -1255750 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1255810.750000 Penalty: 4398.313965
	Iteration 5Q: 3 clusters Score -1255811 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1255847.750000 Penalty: 4398.313965
	Iteration 6Q: 3 clusters Score -1255848 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1255888.500000 Penalty: 4398.313965
	Iteration 7Q: 3 clusters Score -1255888 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1255920.250000 Penalty: 4398.313965
	Iteration 8Q: 3 clusters Score -1255920 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1255951.250000 Penalty: 4398.313965
	Iteration 9Q: 3 clusters Score -1255951 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1255974.375000 Penalty: 4398.313965
	Iteration 10Q: 3 clusters Score -1255974 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1255997.375000 Penalty: 4398.313965
	Iteration 11Q: 3 clusters Score -1255997 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1256018.125000 Penalty: 4398.313965
	Iteration 12Q: 3 clusters Score -1256018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1256023.500000 Penalty: 4398.313965
	Iteration 13Q: 3 clusters Score -1256024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1256033.250000 Penalty: 4398.313965
	Iteration 14Q: 3 clusters Score -1256033 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1256046.125000 Penalty: 4398.313965
	Iteration 15Q: 3 clusters Score -1256046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1256057.625000 Penalty: 4398.313965
	Iteration 16Q: 3 clusters Score -1256058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1256065.750000 Penalty: 4398.313965
	Iteration 17Q: 3 clusters Score -1256066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1256072.250000 Penalty: 4398.313965
	Iteration 18Q: 3 clusters Score -1256072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1256080.750000 Penalty: 4398.313965
	Iteration 19Q: 3 clusters Score -1256081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1256091.250000 Penalty: 4398.313965
	Iteration 20F: 3 clusters Score -1256091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1256094.625000 Penalty: 4398.313965
	Iteration 21Q: 3 clusters Score -1256095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1256100.375000 Penalty: 4398.313965
	Iteration 22Q: 3 clusters Score -1256100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1256104.375000 Penalty: 4398.313965
	Iteration 23Q: 3 clusters Score -1256104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1256109.125000 Penalty: 4398.313965
	Iteration 24Q: 3 clusters Score -1256109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1256112.250000 Penalty: 4398.313965
	Iteration 25Q: 3 clusters Score -1256112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1256120.500000 Penalty: 4398.313965
	Iteration 26Q: 3 clusters Score -1256120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1256120.000000 Penalty: 4398.313965
	Iteration 27Q: 3 clusters Score -1256120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1256128.750000 Penalty: 4398.313965
	Iteration 28Q: 3 clusters Score -1256129 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1256138.000000 Penalty: 4398.313965
	Iteration 29Q: 3 clusters Score -1256138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1256144.875000 Penalty: 4398.313965
	Iteration 30Q: 3 clusters Score -1256145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1256156.250000 Penalty: 4398.313965
	Iteration 31Q: 3 clusters Score -1256156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1256168.625000 Penalty: 4398.313965
	Iteration 32Q: 3 clusters Score -1256169 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1256177.500000 Penalty: 4398.313965
	Iteration 33Q: 3 clusters Score -1256178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1256190.000000 Penalty: 4398.313965
	Iteration 34Q: 3 clusters Score -1256190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1256199.625000 Penalty: 4398.313965
	Iteration 35Q: 3 clusters Score -1256200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1256210.500000 Penalty: 4398.313965
	Iteration 36Q: 3 clusters Score -1256210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1256220.625000 Penalty: 4398.313965
	Iteration 37Q: 3 clusters Score -1256221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1256234.375000 Penalty: 4398.313965
	Iteration 38Q: 3 clusters Score -1256234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1256251.750000 Penalty: 4398.313965
	Iteration 39Q: 3 clusters Score -1256252 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1256268.750000 Penalty: 4398.313965
	Iteration 40F: 3 clusters Score -1256269 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1256285.250000 Penalty: 4398.313965
	Iteration 41Q: 3 clusters Score -1256285 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1256315.625000 Penalty: 4398.313965
	Iteration 42Q: 3 clusters Score -1256316 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1256341.875000 Penalty: 4398.313965
	Iteration 43Q: 3 clusters Score -1256342 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1256377.625000 Penalty: 4398.313965
	Iteration 44Q: 3 clusters Score -1256378 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1256413.125000 Penalty: 4398.313965
	Iteration 45Q: 3 clusters Score -1256413 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1256462.750000 Penalty: 4398.313965
	Iteration 46Q: 3 clusters Score -1256463 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1256521.250000 Penalty: 4398.313965
	Iteration 47Q: 3 clusters Score -1256521 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1256580.875000 Penalty: 4398.313965
	Iteration 48Q: 3 clusters Score -1256581 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1256650.000000 Penalty: 4398.313965
	Iteration 49Q: 3 clusters Score -1256650 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1256728.000000 Penalty: 4398.313965
	Iteration 50Q: 3 clusters Score -1256728 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1256815.875000 Penalty: 4398.313965
	Iteration 51Q: 3 clusters Score -1256816 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1256898.625000 Penalty: 4398.313965
	Iteration 52Q: 3 clusters Score -1256899 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1256994.000000 Penalty: 4398.313965
	Iteration 53Q: 3 clusters Score -1256994 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1257082.625000 Penalty: 4398.313965
	Iteration 54Q: 3 clusters Score -1257083 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1257173.750000 Penalty: 4398.313965
	Iteration 55Q: 3 clusters Score -1257174 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1257263.375000 Penalty: 4398.313965
	Iteration 56Q: 3 clusters Score -1257263 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1257349.250000 Penalty: 4398.313965
	Iteration 57Q: 3 clusters Score -1257349 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1257417.500000 Penalty: 4398.313965
	Iteration 58Q: 3 clusters Score -1257418 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1257462.000000 Penalty: 4398.313965
	Iteration 59Q: 3 clusters Score -1257462 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1257496.375000 Penalty: 4398.313965
	Iteration 60F: 3 clusters Score -1257496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1257536.125000 Penalty: 4398.313965
	Iteration 61Q: 3 clusters Score -1257536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1257574.000000 Penalty: 4398.313965
	Iteration 62Q: 3 clusters Score -1257574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1257595.750000 Penalty: 4398.313965
	Iteration 63Q: 3 clusters Score -1257596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1257610.875000 Penalty: 4398.313965
	Iteration 64Q: 3 clusters Score -1257611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1257632.375000 Penalty: 4398.313965
	Iteration 65Q: 3 clusters Score -1257632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1257645.375000 Penalty: 4398.313965
	Iteration 66Q: 3 clusters Score -1257645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1257662.375000 Penalty: 4398.313965
	Iteration 67Q: 3 clusters Score -1257662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1257674.875000 Penalty: 4398.313965
	Iteration 68Q: 3 clusters Score -1257675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1257691.625000 Penalty: 4398.313965
	Iteration 69Q: 3 clusters Score -1257692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1257708.250000 Penalty: 4398.313965
	Iteration 70Q: 3 clusters Score -1257708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1257711.875000 Penalty: 4398.313965
	Iteration 71Q: 3 clusters Score -1257712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1257716.750000 Penalty: 4398.313965
	Iteration 72Q: 3 clusters Score -1257717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1257718.000000 Penalty: 4398.313965
	Iteration 73Q: 3 clusters Score -1257718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1257721.625000 Penalty: 4398.313965
	Iteration 74Q: 3 clusters Score -1257722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1257723.375000 Penalty: 4398.313965
	Iteration 75Q: 3 clusters Score -1257723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1257723.375000 Penalty: 4398.313965
	Iteration 76F: 3 clusters Score -1257723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Entering Unmasked Estep 
Score: -2021076.875000 Penalty: 2337.211670
	Iteration 0F: 2 clusters Score -2021077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2011891.500000 Penalty: 4674.423340
	Iteration 0F: 3 clusters Score -2011892 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2014908.000000 Penalty: 4674.423340
	Iteration 1F: 3 clusters Score -2014908 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2015444.125000 Penalty: 4674.423340
	Iteration 2F: 3 clusters Score -2015444 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2015970.500000 Penalty: 4674.423340
	Iteration 3F: 3 clusters Score -2015970 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2016524.500000 Penalty: 4674.423340
	Iteration 4F: 3 clusters Score -2016524 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2017033.500000 Penalty: 4674.423340
	Iteration 5F: 3 clusters Score -2017034 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2017480.250000 Penalty: 4674.423340
	Iteration 6F: 3 clusters Score -2017480 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2017860.125000 Penalty: 4674.423340
	Iteration 7Q: 3 clusters Score -2017860 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2018191.125000 Penalty: 4674.423340
	Iteration 8Q: 3 clusters Score -2018191 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2018504.125000 Penalty: 4674.423340
	Iteration 9Q: 3 clusters Score -2018504 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2018797.000000 Penalty: 4674.423340
	Iteration 10Q: 3 clusters Score -2018797 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2019013.125000 Penalty: 4674.423340
	Iteration 11Q: 3 clusters Score -2019013 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2019149.375000 Penalty: 4674.423340
	Iteration 12Q: 3 clusters Score -2019149 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2019238.875000 Penalty: 4674.423340
	Iteration 13Q: 3 clusters Score -2019239 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2019308.625000 Penalty: 4674.423340
	Iteration 14Q: 3 clusters Score -2019309 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2019354.875000 Penalty: 4674.423340
	Iteration 15Q: 3 clusters Score -2019355 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2019393.375000 Penalty: 4674.423340
	Iteration 16Q: 3 clusters Score -2019393 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2019425.000000 Penalty: 4674.423340
	Iteration 17Q: 3 clusters Score -2019425 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2019447.750000 Penalty: 4674.423340
	Iteration 18Q: 3 clusters Score -2019448 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2019477.375000 Penalty: 4674.423340
	Iteration 19Q: 3 clusters Score -2019477 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2019502.125000 Penalty: 4674.423340
	Iteration 20F: 3 clusters Score -2019502 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2019518.000000 Penalty: 4674.423340
	Iteration 21Q: 3 clusters Score -2019518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2019532.875000 Penalty: 4674.423340
	Iteration 22Q: 3 clusters Score -2019533 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2019548.000000 Penalty: 4674.423340
	Iteration 23Q: 3 clusters Score -2019548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2019558.125000 Penalty: 4674.423340
	Iteration 24Q: 3 clusters Score -2019558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2019567.375000 Penalty: 4674.423340
	Iteration 25Q: 3 clusters Score -2019567 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2019567.375000 Penalty: 4674.423340
	Iteration 26Q: 3 clusters Score -2019567 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2019576.375000 Penalty: 4674.423340
	Iteration 27Q: 3 clusters Score -2019576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2019583.375000 Penalty: 4674.423340
	Iteration 28Q: 3 clusters Score -2019583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2019592.125000 Penalty: 4674.423340
	Iteration 29Q: 3 clusters Score -2019592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2019596.625000 Penalty: 4674.423340
	Iteration 30Q: 3 clusters Score -2019597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2019597.875000 Penalty: 4674.423340
	Iteration 31Q: 3 clusters Score -2019598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2019598.125000 Penalty: 4674.423340
	Iteration 32Q: 3 clusters Score -2019598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2019599.125000 Penalty: 4674.423340
	Iteration 33Q: 3 clusters Score -2019599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2019606.000000 Penalty: 4674.423340
	Iteration 34Q: 3 clusters Score -2019606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2019606.250000 Penalty: 4674.423340
	Iteration 35Q: 3 clusters Score -2019606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2019610.125000 Penalty: 4674.423340
	Iteration 36Q: 3 clusters Score -2019610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2019610.500000 Penalty: 4674.423340
	Iteration 37Q: 3 clusters Score -2019610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2019617.250000 Penalty: 4674.423340
	Iteration 38Q: 3 clusters Score -2019617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2019619.375000 Penalty: 4674.423340
	Iteration 39Q: 3 clusters Score -2019619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2019624.000000 Penalty: 4674.423340
	Iteration 40F: 3 clusters Score -2019624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2019630.500000 Penalty: 4674.423340
	Iteration 41Q: 3 clusters Score -2019630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2019635.125000 Penalty: 4674.423340
	Iteration 42Q: 3 clusters Score -2019635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2019636.250000 Penalty: 4674.423340
	Iteration 43Q: 3 clusters Score -2019636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2019638.125000 Penalty: 4674.423340
	Iteration 44Q: 3 clusters Score -2019638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2019640.625000 Penalty: 4674.423340
	Iteration 45Q: 3 clusters Score -2019641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2019645.000000 Penalty: 4674.423340
	Iteration 46Q: 3 clusters Score -2019645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2019644.750000 Penalty: 4674.423340
	Iteration 47Q: 3 clusters Score -2019645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2019649.250000 Penalty: 4674.423340
	Iteration 48Q: 3 clusters Score -2019649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2019648.250000 Penalty: 4674.423340
	Iteration 49Q: 3 clusters Score -2019648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2019652.250000 Penalty: 4674.423340
	Iteration 50Q: 3 clusters Score -2019652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2019652.500000 Penalty: 4674.423340
	Iteration 51Q: 3 clusters Score -2019652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2019650.750000 Penalty: 4674.423340
	Iteration 52Q: 3 clusters Score -2019651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2019651.375000 Penalty: 4674.423340
	Iteration 53Q: 3 clusters Score -2019651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2019652.125000 Penalty: 4674.423340
	Iteration 54Q: 3 clusters Score -2019652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2019654.500000 Penalty: 4674.423340
	Iteration 55Q: 3 clusters Score -2019654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2019652.500000 Penalty: 4674.423340
	Iteration 56Q: 3 clusters Score -2019652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2019654.625000 Penalty: 4674.423340
	Iteration 57Q: 3 clusters Score -2019655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2019655.250000 Penalty: 4674.423340
	Iteration 58Q: 3 clusters Score -2019655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2019656.125000 Penalty: 4674.423340
	Iteration 59Q: 3 clusters Score -2019656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2019657.625000 Penalty: 4674.423340
	Iteration 60F: 3 clusters Score -2019658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2019661.375000 Penalty: 4674.423340
	Iteration 61Q: 3 clusters Score -2019661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2019657.125000 Penalty: 4674.423340
	Iteration 62Q: 3 clusters Score -2019657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2019660.625000 Penalty: 4674.423340
	Iteration 63Q: 3 clusters Score -2019661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2019658.375000 Penalty: 4674.423340
	Iteration 64Q: 3 clusters Score -2019658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2019658.375000 Penalty: 4674.423340
	Iteration 65F: 3 clusters Score -2019658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Entering Unmasked Estep 
Score: -481601.343750 Penalty: 1974.765381
	Iteration 0F: 2 clusters Score -481601.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -478461.687500 Penalty: 3949.530762
	Iteration 0F: 3 clusters Score -478461.7 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -479080.281250 Penalty: 3949.530762
	Iteration 1F: 3 clusters Score -479080.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -479254.812500 Penalty: 3949.530762
	Iteration 2F: 3 clusters Score -479254.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -479367.156250 Penalty: 3949.530762
	Iteration 3F: 3 clusters Score -479367.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -479458.500000 Penalty: 3949.530762
	Iteration 4Q: 3 clusters Score -479458.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -479535.031250 Penalty: 3949.530762
	Iteration 5Q: 3 clusters Score -479535 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -479612.531250 Penalty: 3949.530762
	Iteration 6Q: 3 clusters Score -479612.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -479705.656250 Penalty: 3949.530762
	Iteration 7Q: 3 clusters Score -479705.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -479800.906250 Penalty: 3949.530762
	Iteration 8Q: 3 clusters Score -479800.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -479886.906250 Penalty: 3949.530762
	Iteration 9Q: 3 clusters Score -479886.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -479967.500000 Penalty: 3949.530762
	Iteration 10Q: 3 clusters Score -479967.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -480015.312500 Penalty: 3949.530762
	Iteration 11Q: 3 clusters Score -480015.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -480051.437500 Penalty: 3949.530762
	Iteration 12Q: 3 clusters Score -480051.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -480077.125000 Penalty: 3949.530762
	Iteration 13Q: 3 clusters Score -480077.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -480095.468750 Penalty: 3949.530762
	Iteration 14Q: 3 clusters Score -480095.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -480108.187500 Penalty: 3949.530762
	Iteration 15Q: 3 clusters Score -480108.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -480120.468750 Penalty: 3949.530762
	Iteration 16Q: 3 clusters Score -480120.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -480138.125000 Penalty: 3949.530762
	Iteration 17Q: 3 clusters Score -480138.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -480150.093750 Penalty: 3949.530762
	Iteration 18Q: 3 clusters Score -480150.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -480160.625000 Penalty: 3949.530762
	Iteration 19Q: 3 clusters Score -480160.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -480173.156250 Penalty: 3949.530762
	Iteration 20F: 3 clusters Score -480173.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -480188.406250 Penalty: 3949.530762
	Iteration 21Q: 3 clusters Score -480188.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -480198.187500 Penalty: 3949.530762
	Iteration 22Q: 3 clusters Score -480198.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -480202.625000 Penalty: 3949.530762
	Iteration 23Q: 3 clusters Score -480202.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -480205.312500 Penalty: 3949.530762
	Iteration 24Q: 3 clusters Score -480205.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -480209.906250 Penalty: 3949.530762
	Iteration 25Q: 3 clusters Score -480209.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -480217.781250 Penalty: 3949.530762
	Iteration 26Q: 3 clusters Score -480217.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -480226.531250 Penalty: 3949.530762
	Iteration 27Q: 3 clusters Score -480226.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -480235.875000 Penalty: 3949.530762
	Iteration 28Q: 3 clusters Score -480235.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -480243.656250 Penalty: 3949.530762
	Iteration 29Q: 3 clusters Score -480243.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -480251.937500 Penalty: 3949.530762
	Iteration 30Q: 3 clusters Score -480251.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -480263.250000 Penalty: 3949.530762
	Iteration 31Q: 3 clusters Score -480263.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -480268.843750 Penalty: 3949.530762
	Iteration 32Q: 3 clusters Score -480268.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -480275.937500 Penalty: 3949.530762
	Iteration 33Q: 3 clusters Score -480275.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -480281.000000 Penalty: 3949.530762
	Iteration 34Q: 3 clusters Score -480281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -480284.687500 Penalty: 3949.530762
	Iteration 35Q: 3 clusters Score -480284.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -480289.531250 Penalty: 3949.530762
	Iteration 36Q: 3 clusters Score -480289.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -480291.562500 Penalty: 3949.530762
	Iteration 37Q: 3 clusters Score -480291.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -480293.250000 Penalty: 3949.530762
	Iteration 38Q: 3 clusters Score -480293.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -480295.000000 Penalty: 3949.530762
	Iteration 39Q: 3 clusters Score -480295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -480299.875000 Penalty: 3949.530762
	Iteration 40F: 3 clusters Score -480299.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -480302.625000 Penalty: 3949.530762
	Iteration 41Q: 3 clusters Score -480302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -480303.531250 Penalty: 3949.530762
	Iteration 42Q: 3 clusters Score -480303.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -480306.718750 Penalty: 3949.530762
	Iteration 43Q: 3 clusters Score -480306.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -480311.750000 Penalty: 3949.530762
	Iteration 44Q: 3 clusters Score -480311.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -480316.468750 Penalty: 3949.530762
	Iteration 45Q: 3 clusters Score -480316.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -480318.531250 Penalty: 3949.530762
	Iteration 46Q: 3 clusters Score -480318.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -480319.718750 Penalty: 3949.530762
	Iteration 47Q: 3 clusters Score -480319.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -480322.468750 Penalty: 3949.530762
	Iteration 48Q: 3 clusters Score -480322.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -480325.718750 Penalty: 3949.530762
	Iteration 49Q: 3 clusters Score -480325.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -480329.062500 Penalty: 3949.530762
	Iteration 50Q: 3 clusters Score -480329.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -480332.031250 Penalty: 3949.530762
	Iteration 51Q: 3 clusters Score -480332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -480333.437500 Penalty: 3949.530762
	Iteration 52Q: 3 clusters Score -480333.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -480334.625000 Penalty: 3949.530762
	Iteration 53Q: 3 clusters Score -480334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -480336.625000 Penalty: 3949.530762
	Iteration 54Q: 3 clusters Score -480336.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -480338.093750 Penalty: 3949.530762
	Iteration 55Q: 3 clusters Score -480338.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -480341.562500 Penalty: 3949.530762
	Iteration 56Q: 3 clusters Score -480341.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -480343.406250 Penalty: 3949.530762
	Iteration 57Q: 3 clusters Score -480343.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -480346.781250 Penalty: 3949.530762
	Iteration 58Q: 3 clusters Score -480346.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -480351.875000 Penalty: 3949.530762
	Iteration 59Q: 3 clusters Score -480351.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -480356.531250 Penalty: 3949.530762
	Iteration 60F: 3 clusters Score -480356.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -480361.125000 Penalty: 3949.530762
	Iteration 61Q: 3 clusters Score -480361.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -480363.812500 Penalty: 3949.530762
	Iteration 62Q: 3 clusters Score -480363.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -480365.312500 Penalty: 3949.530762
	Iteration 63Q: 3 clusters Score -480365.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -480366.250000 Penalty: 3949.530762
	Iteration 64Q: 3 clusters Score -480366.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -480367.593750 Penalty: 3949.530762
	Iteration 65Q: 3 clusters Score -480367.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -480367.593750 Penalty: 3949.530762
	Iteration 66Q: 3 clusters Score -480367.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -480367.593750 Penalty: 3949.530762
	Iteration 67F: 3 clusters Score -480367.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Entering Unmasked Estep 
Score: -1078950.750000 Penalty: 2170.953613
	Iteration 0F: 2 clusters Score -1078951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1073571.125000 Penalty: 4341.907227
	Iteration 0F: 3 clusters Score -1073571 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1075018.250000 Penalty: 4341.907227
	Iteration 1F: 3 clusters Score -1075018 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1075344.750000 Penalty: 4341.907227
	Iteration 2F: 3 clusters Score -1075345 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1075605.250000 Penalty: 4341.907227
	Iteration 3F: 3 clusters Score -1075605 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1075885.375000 Penalty: 4341.907227
	Iteration 4F: 3 clusters Score -1075885 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1076192.500000 Penalty: 4341.907227
	Iteration 5F: 3 clusters Score -1076192 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1076475.250000 Penalty: 4341.907227
	Iteration 6F: 3 clusters Score -1076475 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1076764.750000 Penalty: 4341.907227
	Iteration 7F: 3 clusters Score -1076765 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1077017.750000 Penalty: 4341.907227
	Iteration 8F: 3 clusters Score -1077018 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1077224.375000 Penalty: 4341.907227
	Iteration 9Q: 3 clusters Score -1077224 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1077375.750000 Penalty: 4341.907227
	Iteration 10Q: 3 clusters Score -1077376 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1077458.375000 Penalty: 4341.907227
	Iteration 11Q: 3 clusters Score -1077458 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1077518.625000 Penalty: 4341.907227
	Iteration 12Q: 3 clusters Score -1077519 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1077560.875000 Penalty: 4341.907227
	Iteration 13Q: 3 clusters Score -1077561 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1077593.500000 Penalty: 4341.907227
	Iteration 14Q: 3 clusters Score -1077594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1077610.500000 Penalty: 4341.907227
	Iteration 15Q: 3 clusters Score -1077610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1077619.625000 Penalty: 4341.907227
	Iteration 16Q: 3 clusters Score -1077620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1077630.500000 Penalty: 4341.907227
	Iteration 17Q: 3 clusters Score -1077630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1077639.125000 Penalty: 4341.907227
	Iteration 18Q: 3 clusters Score -1077639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1077647.875000 Penalty: 4341.907227
	Iteration 19Q: 3 clusters Score -1077648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1077654.625000 Penalty: 4341.907227
	Iteration 20F: 3 clusters Score -1077655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1077666.750000 Penalty: 4341.907227
	Iteration 21Q: 3 clusters Score -1077667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1077673.875000 Penalty: 4341.907227
	Iteration 22Q: 3 clusters Score -1077674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1077679.375000 Penalty: 4341.907227
	Iteration 23Q: 3 clusters Score -1077679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1077680.875000 Penalty: 4341.907227
	Iteration 24Q: 3 clusters Score -1077681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1077684.625000 Penalty: 4341.907227
	Iteration 25Q: 3 clusters Score -1077685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1077688.000000 Penalty: 4341.907227
	Iteration 26Q: 3 clusters Score -1077688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1077687.625000 Penalty: 4341.907227
	Iteration 27Q: 3 clusters Score -1077688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1077695.500000 Penalty: 4341.907227
	Iteration 28Q: 3 clusters Score -1077696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1077697.500000 Penalty: 4341.907227
	Iteration 29Q: 3 clusters Score -1077698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1077702.375000 Penalty: 4341.907227
	Iteration 30Q: 3 clusters Score -1077702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1077705.875000 Penalty: 4341.907227
	Iteration 31Q: 3 clusters Score -1077706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1077710.375000 Penalty: 4341.907227
	Iteration 32Q: 3 clusters Score -1077710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1077716.625000 Penalty: 4341.907227
	Iteration 33Q: 3 clusters Score -1077717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1077719.625000 Penalty: 4341.907227
	Iteration 34Q: 3 clusters Score -1077720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1077722.500000 Penalty: 4341.907227
	Iteration 35Q: 3 clusters Score -1077722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1077726.250000 Penalty: 4341.907227
	Iteration 36Q: 3 clusters Score -1077726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1077725.375000 Penalty: 4341.907227
	Iteration 37Q: 3 clusters Score -1077725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1077727.375000 Penalty: 4341.907227
	Iteration 38Q: 3 clusters Score -1077727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1077724.875000 Penalty: 4341.907227
	Iteration 39Q: 3 clusters Score -1077725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1077727.000000 Penalty: 4341.907227
	Iteration 40F: 3 clusters Score -1077727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1077727.875000 Penalty: 4341.907227
	Iteration 41Q: 3 clusters Score -1077728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1077730.125000 Penalty: 4341.907227
	Iteration 42Q: 3 clusters Score -1077730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1077729.875000 Penalty: 4341.907227
	Iteration 43Q: 3 clusters Score -1077730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1077732.250000 Penalty: 4341.907227
	Iteration 44Q: 3 clusters Score -1077732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1077731.250000 Penalty: 4341.907227
	Iteration 45Q: 3 clusters Score -1077731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1077731.250000 Penalty: 4341.907227
	Iteration 46F: 3 clusters Score -1077731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (15266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Entering Unmasked Estep 
Score: -2578899.250000 Penalty: 2389.079102
	Iteration 0F: 2 clusters Score -2578899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2567868.000000 Penalty: 4778.158203
	Iteration 0F: 3 clusters Score -2567868 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2571481.250000 Penalty: 4778.158203
	Iteration 1F: 3 clusters Score -2571481 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2571866.000000 Penalty: 4778.158203
	Iteration 2F: 3 clusters Score -2571866 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2572171.000000 Penalty: 4778.158203
	Iteration 3Q: 3 clusters Score -2572171 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2572391.000000 Penalty: 4778.158203
	Iteration 4Q: 3 clusters Score -2572391 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2572640.500000 Penalty: 4778.158203
	Iteration 5Q: 3 clusters Score -2572640 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2572876.500000 Penalty: 4778.158203
	Iteration 6Q: 3 clusters Score -2572876 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2573124.000000 Penalty: 4778.158203
	Iteration 7Q: 3 clusters Score -2573124 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2573380.000000 Penalty: 4778.158203
	Iteration 8Q: 3 clusters Score -2573380 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2573712.250000 Penalty: 4778.158203
	Iteration 9Q: 3 clusters Score -2573712 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2574064.750000 Penalty: 4778.158203
	Iteration 10Q: 3 clusters Score -2574065 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2574445.250000 Penalty: 4778.158203
	Iteration 11Q: 3 clusters Score -2574445 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2574851.000000 Penalty: 4778.158203
	Iteration 12Q: 3 clusters Score -2574851 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2575226.250000 Penalty: 4778.158203
	Iteration 13Q: 3 clusters Score -2575226 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2575571.500000 Penalty: 4778.158203
	Iteration 14Q: 3 clusters Score -2575572 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2575883.750000 Penalty: 4778.158203
	Iteration 15Q: 3 clusters Score -2575884 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2576114.250000 Penalty: 4778.158203
	Iteration 16Q: 3 clusters Score -2576114 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2576280.000000 Penalty: 4778.158203
	Iteration 17Q: 3 clusters Score -2576280 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2576413.000000 Penalty: 4778.158203
	Iteration 18Q: 3 clusters Score -2576413 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2576513.250000 Penalty: 4778.158203
	Iteration 19Q: 3 clusters Score -2576513 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2576597.000000 Penalty: 4778.158203
	Iteration 20F: 3 clusters Score -2576597 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2576654.750000 Penalty: 4778.158203
	Iteration 21Q: 3 clusters Score -2576655 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2576683.500000 Penalty: 4778.158203
	Iteration 22Q: 3 clusters Score -2576684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2576726.250000 Penalty: 4778.158203
	Iteration 23Q: 3 clusters Score -2576726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2576756.000000 Penalty: 4778.158203
	Iteration 24Q: 3 clusters Score -2576756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2576783.500000 Penalty: 4778.158203
	Iteration 25Q: 3 clusters Score -2576784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2576801.500000 Penalty: 4778.158203
	Iteration 26Q: 3 clusters Score -2576802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2576819.250000 Penalty: 4778.158203
	Iteration 27Q: 3 clusters Score -2576819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2576833.500000 Penalty: 4778.158203
	Iteration 28Q: 3 clusters Score -2576834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2576841.500000 Penalty: 4778.158203
	Iteration 29Q: 3 clusters Score -2576842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2576852.000000 Penalty: 4778.158203
	Iteration 30Q: 3 clusters Score -2576852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2576852.250000 Penalty: 4778.158203
	Iteration 31Q: 3 clusters Score -2576852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2576859.000000 Penalty: 4778.158203
	Iteration 32Q: 3 clusters Score -2576859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2576861.750000 Penalty: 4778.158203
	Iteration 33Q: 3 clusters Score -2576862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2576863.750000 Penalty: 4778.158203
	Iteration 34Q: 3 clusters Score -2576864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2576865.250000 Penalty: 4778.158203
	Iteration 35Q: 3 clusters Score -2576865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2576870.000000 Penalty: 4778.158203
	Iteration 36Q: 3 clusters Score -2576870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2576867.000000 Penalty: 4778.158203
	Iteration 37Q: 3 clusters Score -2576867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2576864.750000 Penalty: 4778.158203
	Iteration 38Q: 3 clusters Score -2576865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2576862.250000 Penalty: 4778.158203
	Iteration 39Q: 3 clusters Score -2576862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2576863.500000 Penalty: 4778.158203
	Iteration 40F: 3 clusters Score -2576864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2576864.000000 Penalty: 4778.158203
	Iteration 41Q: 3 clusters Score -2576864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2576865.750000 Penalty: 4778.158203
	Iteration 42Q: 3 clusters Score -2576866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2576865.500000 Penalty: 4778.158203
	Iteration 43Q: 3 clusters Score -2576866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2576865.500000 Penalty: 4778.158203
	Iteration 44F: 3 clusters Score -2576866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Entering Unmasked Estep 
Score: -1592569.750000 Penalty: 2295.767822
	Iteration 0F: 2 clusters Score -1592570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1584695.000000 Penalty: 4591.535645
	Iteration 0F: 3 clusters Score -1584695 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1587435.125000 Penalty: 4591.535645
	Iteration 1F: 3 clusters Score -1587435 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1588078.250000 Penalty: 4591.535645
	Iteration 2F: 3 clusters Score -1588078 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1588643.875000 Penalty: 4591.535645
	Iteration 3F: 3 clusters Score -1588644 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1589118.625000 Penalty: 4591.535645
	Iteration 4F: 3 clusters Score -1589119 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1589515.875000 Penalty: 4591.535645
	Iteration 5F: 3 clusters Score -1589516 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1589880.625000 Penalty: 4591.535645
	Iteration 6Q: 3 clusters Score -1589881 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1590165.125000 Penalty: 4591.535645
	Iteration 7Q: 3 clusters Score -1590165 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1590384.375000 Penalty: 4591.535645
	Iteration 8Q: 3 clusters Score -1590384 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1590547.500000 Penalty: 4591.535645
	Iteration 9Q: 3 clusters Score -1590548 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1590691.125000 Penalty: 4591.535645
	Iteration 10Q: 3 clusters Score -1590691 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1590812.000000 Penalty: 4591.535645
	Iteration 11Q: 3 clusters Score -1590812 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1590912.625000 Penalty: 4591.535645
	Iteration 12Q: 3 clusters Score -1590913 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1591006.375000 Penalty: 4591.535645
	Iteration 13Q: 3 clusters Score -1591006 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1591081.125000 Penalty: 4591.535645
	Iteration 14Q: 3 clusters Score -1591081 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1591170.000000 Penalty: 4591.535645
	Iteration 15Q: 3 clusters Score -1591170 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1591232.125000 Penalty: 4591.535645
	Iteration 16Q: 3 clusters Score -1591232 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1591301.500000 Penalty: 4591.535645
	Iteration 17Q: 3 clusters Score -1591302 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1591366.625000 Penalty: 4591.535645
	Iteration 18Q: 3 clusters Score -1591367 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1591423.625000 Penalty: 4591.535645
	Iteration 19Q: 3 clusters Score -1591424 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1591473.375000 Penalty: 4591.535645
	Iteration 20F: 3 clusters Score -1591473 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1591526.125000 Penalty: 4591.535645
	Iteration 21Q: 3 clusters Score -1591526 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1591588.375000 Penalty: 4591.535645
	Iteration 22Q: 3 clusters Score -1591588 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1591637.250000 Penalty: 4591.535645
	Iteration 23Q: 3 clusters Score -1591637 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1591678.250000 Penalty: 4591.535645
	Iteration 24Q: 3 clusters Score -1591678 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1591708.125000 Penalty: 4591.535645
	Iteration 25Q: 3 clusters Score -1591708 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1591735.375000 Penalty: 4591.535645
	Iteration 26Q: 3 clusters Score -1591735 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1591760.250000 Penalty: 4591.535645
	Iteration 27Q: 3 clusters Score -1591760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1591780.250000 Penalty: 4591.535645
	Iteration 28Q: 3 clusters Score -1591780 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1591804.625000 Penalty: 4591.535645
	Iteration 29Q: 3 clusters Score -1591805 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1591822.750000 Penalty: 4591.535645
	Iteration 30Q: 3 clusters Score -1591823 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1591840.500000 Penalty: 4591.535645
	Iteration 31Q: 3 clusters Score -1591840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1591863.125000 Penalty: 4591.535645
	Iteration 32Q: 3 clusters Score -1591863 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1591878.375000 Penalty: 4591.535645
	Iteration 33Q: 3 clusters Score -1591878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1591896.000000 Penalty: 4591.535645
	Iteration 34Q: 3 clusters Score -1591896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1591905.375000 Penalty: 4591.535645
	Iteration 35Q: 3 clusters Score -1591905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1591915.000000 Penalty: 4591.535645
	Iteration 36Q: 3 clusters Score -1591915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1591915.000000 Penalty: 4591.535645
	Iteration 37Q: 3 clusters Score -1591915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1591920.000000 Penalty: 4591.535645
	Iteration 38Q: 3 clusters Score -1591920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1591926.125000 Penalty: 4591.535645
	Iteration 39Q: 3 clusters Score -1591926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1591929.625000 Penalty: 4591.535645
	Iteration 40F: 3 clusters Score -1591930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1591934.875000 Penalty: 4591.535645
	Iteration 41Q: 3 clusters Score -1591935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1591938.250000 Penalty: 4591.535645
	Iteration 42Q: 3 clusters Score -1591938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1591947.750000 Penalty: 4591.535645
	Iteration 43Q: 3 clusters Score -1591948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1591951.000000 Penalty: 4591.535645
	Iteration 44Q: 3 clusters Score -1591951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1591957.500000 Penalty: 4591.535645
	Iteration 45Q: 3 clusters Score -1591958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1591964.000000 Penalty: 4591.535645
	Iteration 46Q: 3 clusters Score -1591964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1591969.875000 Penalty: 4591.535645
	Iteration 47Q: 3 clusters Score -1591970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1591969.000000 Penalty: 4591.535645
	Iteration 48Q: 3 clusters Score -1591969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1591975.375000 Penalty: 4591.535645
	Iteration 49Q: 3 clusters Score -1591975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1591979.000000 Penalty: 4591.535645
	Iteration 50Q: 3 clusters Score -1591979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1591981.625000 Penalty: 4591.535645
	Iteration 51Q: 3 clusters Score -1591982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1591979.125000 Penalty: 4591.535645
	Iteration 52Q: 3 clusters Score -1591979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1591981.000000 Penalty: 4591.535645
	Iteration 53Q: 3 clusters Score -1591981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1591981.500000 Penalty: 4591.535645
	Iteration 54Q: 3 clusters Score -1591982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1591986.625000 Penalty: 4591.535645
	Iteration 55Q: 3 clusters Score -1591987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1591985.500000 Penalty: 4591.535645
	Iteration 56Q: 3 clusters Score -1591986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1591987.875000 Penalty: 4591.535645
	Iteration 57Q: 3 clusters Score -1591988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1591991.500000 Penalty: 4591.535645
	Iteration 58Q: 3 clusters Score -1591992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1591993.500000 Penalty: 4591.535645
	Iteration 59Q: 3 clusters Score -1591994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1591994.750000 Penalty: 4591.535645
	Iteration 60F: 3 clusters Score -1591995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1591997.000000 Penalty: 4591.535645
	Iteration 61Q: 3 clusters Score -1591997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1592001.125000 Penalty: 4591.535645
	Iteration 62Q: 3 clusters Score -1592001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1592003.875000 Penalty: 4591.535645
	Iteration 63Q: 3 clusters Score -1592004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1592005.625000 Penalty: 4591.535645
	Iteration 64Q: 3 clusters Score -1592006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1592008.375000 Penalty: 4591.535645
	Iteration 65Q: 3 clusters Score -1592008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1592009.250000 Penalty: 4591.535645
	Iteration 66Q: 3 clusters Score -1592009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1592007.250000 Penalty: 4591.535645
	Iteration 67Q: 3 clusters Score -1592007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1592010.875000 Penalty: 4591.535645
	Iteration 68Q: 3 clusters Score -1592011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1592009.625000 Penalty: 4591.535645
	Iteration 69Q: 3 clusters Score -1592010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1592008.375000 Penalty: 4591.535645
	Iteration 70Q: 3 clusters Score -1592008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1592009.750000 Penalty: 4591.535645
	Iteration 71Q: 3 clusters Score -1592010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1592011.375000 Penalty: 4591.535645
	Iteration 72Q: 3 clusters Score -1592011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1592011.875000 Penalty: 4591.535645
	Iteration 73Q: 3 clusters Score -1592012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1592011.000000 Penalty: 4591.535645
	Iteration 74Q: 3 clusters Score -1592011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1592011.000000 Penalty: 4591.535645
	Iteration 75F: 3 clusters Score -1592011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Entering Unmasked Estep 
Score: -259057.984375 Penalty: 1824.832031
	Iteration 0F: 2 clusters Score -259058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -256723.375000 Penalty: 3649.664062
	Iteration 0F: 3 clusters Score -256723.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -257116.984375 Penalty: 3649.664062
	Iteration 1F: 3 clusters Score -257117 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -257241.265625 Penalty: 3649.664062
	Iteration 2F: 3 clusters Score -257241.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -257322.234375 Penalty: 3649.664062
	Iteration 3Q: 3 clusters Score -257322.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -257391.562500 Penalty: 3649.664062
	Iteration 4Q: 3 clusters Score -257391.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -257454.828125 Penalty: 3649.664062
	Iteration 5Q: 3 clusters Score -257454.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -257503.234375 Penalty: 3649.664062
	Iteration 6Q: 3 clusters Score -257503.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -257544.375000 Penalty: 3649.664062
	Iteration 7Q: 3 clusters Score -257544.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -257575.843750 Penalty: 3649.664062
	Iteration 8Q: 3 clusters Score -257575.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -257606.921875 Penalty: 3649.664062
	Iteration 9Q: 3 clusters Score -257606.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -257628.453125 Penalty: 3649.664062
	Iteration 10Q: 3 clusters Score -257628.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -257646.343750 Penalty: 3649.664062
	Iteration 11Q: 3 clusters Score -257646.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -257676.890625 Penalty: 3649.664062
	Iteration 12Q: 3 clusters Score -257676.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -257697.078125 Penalty: 3649.664062
	Iteration 13Q: 3 clusters Score -257697.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -257712.671875 Penalty: 3649.664062
	Iteration 14Q: 3 clusters Score -257712.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -257731.765625 Penalty: 3649.664062
	Iteration 15Q: 3 clusters Score -257731.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -257755.687500 Penalty: 3649.664062
	Iteration 16Q: 3 clusters Score -257755.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -257769.296875 Penalty: 3649.664062
	Iteration 17Q: 3 clusters Score -257769.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -257778.031250 Penalty: 3649.664062
	Iteration 18Q: 3 clusters Score -257778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -257790.203125 Penalty: 3649.664062
	Iteration 19Q: 3 clusters Score -257790.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -257806.234375 Penalty: 3649.664062
	Iteration 20F: 3 clusters Score -257806.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -257819.015625 Penalty: 3649.664062
	Iteration 21Q: 3 clusters Score -257819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -257832.312500 Penalty: 3649.664062
	Iteration 22Q: 3 clusters Score -257832.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -257846.812500 Penalty: 3649.664062
	Iteration 23Q: 3 clusters Score -257846.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -257853.156250 Penalty: 3649.664062
	Iteration 24Q: 3 clusters Score -257853.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -257859.000000 Penalty: 3649.664062
	Iteration 25Q: 3 clusters Score -257859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -257865.296875 Penalty: 3649.664062
	Iteration 26Q: 3 clusters Score -257865.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -257869.484375 Penalty: 3649.664062
	Iteration 27Q: 3 clusters Score -257869.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -257875.546875 Penalty: 3649.664062
	Iteration 28Q: 3 clusters Score -257875.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -257879.328125 Penalty: 3649.664062
	Iteration 29Q: 3 clusters Score -257879.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -257880.500000 Penalty: 3649.664062
	Iteration 30Q: 3 clusters Score -257880.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -257881.203125 Penalty: 3649.664062
	Iteration 31Q: 3 clusters Score -257881.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -257882.046875 Penalty: 3649.664062
	Iteration 32Q: 3 clusters Score -257882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -257884.484375 Penalty: 3649.664062
	Iteration 33Q: 3 clusters Score -257884.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -257886.718750 Penalty: 3649.664062
	Iteration 34Q: 3 clusters Score -257886.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -257888.062500 Penalty: 3649.664062
	Iteration 35Q: 3 clusters Score -257888.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -257889.062500 Penalty: 3649.664062
	Iteration 36Q: 3 clusters Score -257889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -257889.937500 Penalty: 3649.664062
	Iteration 37Q: 3 clusters Score -257889.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -257889.937500 Penalty: 3649.664062
	Iteration 38F: 3 clusters Score -257889.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (58683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Entering Unmasked Estep 
Score: -9827040.000000 Penalty: 2723.016357
	Iteration 0F: 2 clusters Score -9827040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -9788056.000000 Penalty: 5446.032715
	Iteration 0F: 3 clusters Score -9788056 nChanged 27250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -9803191.000000 Penalty: 5446.032715
	Iteration 1F: 3 clusters Score -9803191 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -9803976.000000 Penalty: 5446.032715
	Iteration 2Q: 3 clusters Score -9803976 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -9804984.000000 Penalty: 5446.032715
	Iteration 3Q: 3 clusters Score -9804984 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -9806050.000000 Penalty: 5446.032715
	Iteration 4Q: 3 clusters Score -9806050 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -9807210.000000 Penalty: 5446.032715
	Iteration 5Q: 3 clusters Score -9807210 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -9808594.000000 Penalty: 5446.032715
	Iteration 6F: 3 clusters Score -9808594 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -9810173.000000 Penalty: 5446.032715
	Iteration 7F: 3 clusters Score -9810173 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -9811931.000000 Penalty: 5446.032715
	Iteration 8F: 3 clusters Score -9811931 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -9813761.000000 Penalty: 5446.032715
	Iteration 9F: 3 clusters Score -9813761 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -9815285.000000 Penalty: 5446.032715
	Iteration 10Q: 3 clusters Score -9815285 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -9816335.000000 Penalty: 5446.032715
	Iteration 11Q: 3 clusters Score -9816335 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -9817022.000000 Penalty: 5446.032715
	Iteration 12Q: 3 clusters Score -9817022 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -9817435.000000 Penalty: 5446.032715
	Iteration 13Q: 3 clusters Score -9817435 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -9817802.000000 Penalty: 5446.032715
	Iteration 14Q: 3 clusters Score -9817802 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -9818049.000000 Penalty: 5446.032715
	Iteration 15Q: 3 clusters Score -9818049 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -9818346.000000 Penalty: 5446.032715
	Iteration 16Q: 3 clusters Score -9818346 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -9818619.000000 Penalty: 5446.032715
	Iteration 17Q: 3 clusters Score -9818619 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -9818969.000000 Penalty: 5446.032715
	Iteration 18Q: 3 clusters Score -9818969 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -9819348.000000 Penalty: 5446.032715
	Iteration 19Q: 3 clusters Score -9819348 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -9819717.000000 Penalty: 5446.032715
	Iteration 20F: 3 clusters Score -9819717 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -9820161.000000 Penalty: 5446.032715
	Iteration 21Q: 3 clusters Score -9820161 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -9820634.000000 Penalty: 5446.032715
	Iteration 22Q: 3 clusters Score -9820634 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -9821114.000000 Penalty: 5446.032715
	Iteration 23Q: 3 clusters Score -9821114 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -9821581.000000 Penalty: 5446.032715
	Iteration 24Q: 3 clusters Score -9821581 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -9822026.000000 Penalty: 5446.032715
	Iteration 25Q: 3 clusters Score -9822026 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -9822411.000000 Penalty: 5446.032715
	Iteration 26Q: 3 clusters Score -9822411 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -9822737.000000 Penalty: 5446.032715
	Iteration 27Q: 3 clusters Score -9822737 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -9822978.000000 Penalty: 5446.032715
	Iteration 28Q: 3 clusters Score -9822978 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -9823173.000000 Penalty: 5446.032715
	Iteration 29Q: 3 clusters Score -9823173 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -9823385.000000 Penalty: 5446.032715
	Iteration 30Q: 3 clusters Score -9823385 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -9823517.000000 Penalty: 5446.032715
	Iteration 31Q: 3 clusters Score -9823517 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -9823678.000000 Penalty: 5446.032715
	Iteration 32Q: 3 clusters Score -9823678 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -9823779.000000 Penalty: 5446.032715
	Iteration 33Q: 3 clusters Score -9823779 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -9823920.000000 Penalty: 5446.032715
	Iteration 34Q: 3 clusters Score -9823920 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -9824021.000000 Penalty: 5446.032715
	Iteration 35Q: 3 clusters Score -9824021 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -9824098.000000 Penalty: 5446.032715
	Iteration 36Q: 3 clusters Score -9824098 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -9824185.000000 Penalty: 5446.032715
	Iteration 37Q: 3 clusters Score -9824185 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -9824257.000000 Penalty: 5446.032715
	Iteration 38Q: 3 clusters Score -9824257 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -9824298.000000 Penalty: 5446.032715
	Iteration 39Q: 3 clusters Score -9824298 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -9824367.000000 Penalty: 5446.032715
	Iteration 40F: 3 clusters Score -9824367 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -9824419.000000 Penalty: 5446.032715
	Iteration 41Q: 3 clusters Score -9824419 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56014 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -9824453.000000 Penalty: 5446.032715
	Iteration 42Q: 3 clusters Score -9824453 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56154 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -9824492.000000 Penalty: 5446.032715
	Iteration 43Q: 3 clusters Score -9824492 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -9824539.000000 Penalty: 5446.032715
	Iteration 44Q: 3 clusters Score -9824539 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56395 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -9824576.000000 Penalty: 5446.032715
	Iteration 45Q: 3 clusters Score -9824576 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56503 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -9824634.000000 Penalty: 5446.032715
	Iteration 46Q: 3 clusters Score -9824634 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -9824663.000000 Penalty: 5446.032715
	Iteration 47Q: 3 clusters Score -9824663 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -9824693.000000 Penalty: 5446.032715
	Iteration 48Q: 3 clusters Score -9824693 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -9824725.000000 Penalty: 5446.032715
	Iteration 49Q: 3 clusters Score -9824725 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -9824747.000000 Penalty: 5446.032715
	Iteration 50Q: 3 clusters Score -9824747 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -9824748.000000 Penalty: 5446.032715
	Iteration 51Q: 3 clusters Score -9824748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56922 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -9824761.000000 Penalty: 5446.032715
	Iteration 52Q: 3 clusters Score -9824761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56953 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -9824779.000000 Penalty: 5446.032715
	Iteration 53Q: 3 clusters Score -9824779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56976 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -9824798.000000 Penalty: 5446.032715
	Iteration 54Q: 3 clusters Score -9824798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56996 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -9824812.000000 Penalty: 5446.032715
	Iteration 55Q: 3 clusters Score -9824812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -9824780.000000 Penalty: 5446.032715
	Iteration 56Q: 3 clusters Score -9824780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57038 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -9824787.000000 Penalty: 5446.032715
	Iteration 57Q: 3 clusters Score -9824787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57062 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -9824796.000000 Penalty: 5446.032715
	Iteration 58Q: 3 clusters Score -9824796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57080 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -9824796.000000 Penalty: 5446.032715
	Iteration 59Q: 3 clusters Score -9824796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -9824790.000000 Penalty: 5446.032715
	Iteration 60F: 3 clusters Score -9824790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -9824809.000000 Penalty: 5446.032715
	Iteration 61Q: 3 clusters Score -9824809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57121 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -9824821.000000 Penalty: 5446.032715
	Iteration 62Q: 3 clusters Score -9824821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -9824813.000000 Penalty: 5446.032715
	Iteration 63Q: 3 clusters Score -9824813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -9824813.000000 Penalty: 5446.032715
	Iteration 64Q: 3 clusters Score -9824813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57145 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -9824820.000000 Penalty: 5446.032715
	Iteration 65Q: 3 clusters Score -9824820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57151 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -9824817.000000 Penalty: 5446.032715
	Iteration 66Q: 3 clusters Score -9824817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -9824824.000000 Penalty: 5446.032715
	Iteration 67Q: 3 clusters Score -9824824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57159 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -9824826.000000 Penalty: 5446.032715
	Iteration 68Q: 3 clusters Score -9824826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57159 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -9824826.000000 Penalty: 5446.032715
	Iteration 69F: 3 clusters Score -9824826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Entering Unmasked Estep 
Score: -1810011.500000 Penalty: 2316.507080
	Iteration 0F: 2 clusters Score -1810012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1801381.375000 Penalty: 4633.014160
	Iteration 0F: 3 clusters Score -1801381 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1804094.500000 Penalty: 4633.014160
	Iteration 1F: 3 clusters Score -1804094 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1804680.125000 Penalty: 4633.014160
	Iteration 2F: 3 clusters Score -1804680 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1805218.250000 Penalty: 4633.014160
	Iteration 3F: 3 clusters Score -1805218 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1805772.625000 Penalty: 4633.014160
	Iteration 4F: 3 clusters Score -1805773 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1806259.625000 Penalty: 4633.014160
	Iteration 5F: 3 clusters Score -1806260 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1806667.875000 Penalty: 4633.014160
	Iteration 6F: 3 clusters Score -1806668 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1807018.750000 Penalty: 4633.014160
	Iteration 7Q: 3 clusters Score -1807019 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1807282.625000 Penalty: 4633.014160
	Iteration 8Q: 3 clusters Score -1807283 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1807511.875000 Penalty: 4633.014160
	Iteration 9Q: 3 clusters Score -1807512 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1807694.500000 Penalty: 4633.014160
	Iteration 10Q: 3 clusters Score -1807694 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1807851.375000 Penalty: 4633.014160
	Iteration 11Q: 3 clusters Score -1807851 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1807963.250000 Penalty: 4633.014160
	Iteration 12Q: 3 clusters Score -1807963 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1808042.625000 Penalty: 4633.014160
	Iteration 13Q: 3 clusters Score -1808043 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1808096.250000 Penalty: 4633.014160
	Iteration 14Q: 3 clusters Score -1808096 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1808132.750000 Penalty: 4633.014160
	Iteration 15Q: 3 clusters Score -1808133 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1808166.000000 Penalty: 4633.014160
	Iteration 16Q: 3 clusters Score -1808166 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1808202.500000 Penalty: 4633.014160
	Iteration 17Q: 3 clusters Score -1808202 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1808225.375000 Penalty: 4633.014160
	Iteration 18Q: 3 clusters Score -1808225 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1808246.250000 Penalty: 4633.014160
	Iteration 19Q: 3 clusters Score -1808246 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1808265.125000 Penalty: 4633.014160
	Iteration 20F: 3 clusters Score -1808265 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1808281.375000 Penalty: 4633.014160
	Iteration 21Q: 3 clusters Score -1808281 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1808296.250000 Penalty: 4633.014160
	Iteration 22Q: 3 clusters Score -1808296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1808304.625000 Penalty: 4633.014160
	Iteration 23Q: 3 clusters Score -1808305 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1808314.625000 Penalty: 4633.014160
	Iteration 24Q: 3 clusters Score -1808315 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1808325.125000 Penalty: 4633.014160
	Iteration 25Q: 3 clusters Score -1808325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1808332.125000 Penalty: 4633.014160
	Iteration 26Q: 3 clusters Score -1808332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1808344.250000 Penalty: 4633.014160
	Iteration 27Q: 3 clusters Score -1808344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1808353.000000 Penalty: 4633.014160
	Iteration 28Q: 3 clusters Score -1808353 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1808362.375000 Penalty: 4633.014160
	Iteration 29Q: 3 clusters Score -1808362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1808366.250000 Penalty: 4633.014160
	Iteration 30Q: 3 clusters Score -1808366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1808369.250000 Penalty: 4633.014160
	Iteration 31Q: 3 clusters Score -1808369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1808372.000000 Penalty: 4633.014160
	Iteration 32Q: 3 clusters Score -1808372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1808376.125000 Penalty: 4633.014160
	Iteration 33Q: 3 clusters Score -1808376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1808378.500000 Penalty: 4633.014160
	Iteration 34Q: 3 clusters Score -1808378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1808379.625000 Penalty: 4633.014160
	Iteration 35Q: 3 clusters Score -1808380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1808381.500000 Penalty: 4633.014160
	Iteration 36Q: 3 clusters Score -1808382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1808387.500000 Penalty: 4633.014160
	Iteration 37Q: 3 clusters Score -1808388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1808388.250000 Penalty: 4633.014160
	Iteration 38Q: 3 clusters Score -1808388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1808393.250000 Penalty: 4633.014160
	Iteration 39Q: 3 clusters Score -1808393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1808397.500000 Penalty: 4633.014160
	Iteration 40F: 3 clusters Score -1808398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1808399.375000 Penalty: 4633.014160
	Iteration 41Q: 3 clusters Score -1808399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1808400.375000 Penalty: 4633.014160
	Iteration 42Q: 3 clusters Score -1808400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1808401.375000 Penalty: 4633.014160
	Iteration 43Q: 3 clusters Score -1808401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1808402.375000 Penalty: 4633.014160
	Iteration 44Q: 3 clusters Score -1808402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1808404.500000 Penalty: 4633.014160
	Iteration 45Q: 3 clusters Score -1808404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1808401.625000 Penalty: 4633.014160
	Iteration 46Q: 3 clusters Score -1808402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1808401.875000 Penalty: 4633.014160
	Iteration 47Q: 3 clusters Score -1808402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1808402.750000 Penalty: 4633.014160
	Iteration 48Q: 3 clusters Score -1808403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1808404.000000 Penalty: 4633.014160
	Iteration 49Q: 3 clusters Score -1808404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1808404.000000 Penalty: 4633.014160
	Iteration 50F: 3 clusters Score -1808404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Entering Unmasked Estep 
Score: -696612.687500 Penalty: 2077.041748
	Iteration 0F: 2 clusters Score -696612.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -692511.812500 Penalty: 4154.083496
	Iteration 0F: 3 clusters Score -692511.8 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -693611.437500 Penalty: 4154.083496
	Iteration 1F: 3 clusters Score -693611.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -693922.500000 Penalty: 4154.083496
	Iteration 2F: 3 clusters Score -693922.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -694175.625000 Penalty: 4154.083496
	Iteration 3F: 3 clusters Score -694175.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -694363.937500 Penalty: 4154.083496
	Iteration 4F: 3 clusters Score -694363.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -694521.625000 Penalty: 4154.083496
	Iteration 5Q: 3 clusters Score -694521.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -694670.312500 Penalty: 4154.083496
	Iteration 6Q: 3 clusters Score -694670.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -694789.125000 Penalty: 4154.083496
	Iteration 7Q: 3 clusters Score -694789.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -694877.750000 Penalty: 4154.083496
	Iteration 8Q: 3 clusters Score -694877.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -694938.125000 Penalty: 4154.083496
	Iteration 9Q: 3 clusters Score -694938.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -694967.375000 Penalty: 4154.083496
	Iteration 10Q: 3 clusters Score -694967.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -694990.500000 Penalty: 4154.083496
	Iteration 11Q: 3 clusters Score -694990.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -695024.812500 Penalty: 4154.083496
	Iteration 12Q: 3 clusters Score -695024.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -695063.562500 Penalty: 4154.083496
	Iteration 13Q: 3 clusters Score -695063.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -695097.375000 Penalty: 4154.083496
	Iteration 14Q: 3 clusters Score -695097.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -695142.500000 Penalty: 4154.083496
	Iteration 15Q: 3 clusters Score -695142.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -695195.250000 Penalty: 4154.083496
	Iteration 16Q: 3 clusters Score -695195.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -695258.812500 Penalty: 4154.083496
	Iteration 17Q: 3 clusters Score -695258.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -695320.375000 Penalty: 4154.083496
	Iteration 18Q: 3 clusters Score -695320.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -695382.000000 Penalty: 4154.083496
	Iteration 19Q: 3 clusters Score -695382 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -695452.687500 Penalty: 4154.083496
	Iteration 20F: 3 clusters Score -695452.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -695516.625000 Penalty: 4154.083496
	Iteration 21Q: 3 clusters Score -695516.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -695565.000000 Penalty: 4154.083496
	Iteration 22Q: 3 clusters Score -695565 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -695609.375000 Penalty: 4154.083496
	Iteration 23Q: 3 clusters Score -695609.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -695648.062500 Penalty: 4154.083496
	Iteration 24Q: 3 clusters Score -695648.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -695669.937500 Penalty: 4154.083496
	Iteration 25Q: 3 clusters Score -695669.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -695681.250000 Penalty: 4154.083496
	Iteration 26Q: 3 clusters Score -695681.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -695692.562500 Penalty: 4154.083496
	Iteration 27Q: 3 clusters Score -695692.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -695703.812500 Penalty: 4154.083496
	Iteration 28Q: 3 clusters Score -695703.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -695706.312500 Penalty: 4154.083496
	Iteration 29Q: 3 clusters Score -695706.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -695707.375000 Penalty: 4154.083496
	Iteration 30Q: 3 clusters Score -695707.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -695707.375000 Penalty: 4154.083496
	Iteration 31F: 3 clusters Score -695707.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -129319.179688 Penalty: 1667.808350
	Iteration 0F: 2 clusters Score -129319.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -127473.835938 Penalty: 3335.616699
	Iteration 0F: 3 clusters Score -127473.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -127807.296875 Penalty: 3335.616699
	Iteration 1F: 3 clusters Score -127807.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -127956.117188 Penalty: 3335.616699
	Iteration 2F: 3 clusters Score -127956.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -128152.820312 Penalty: 3335.616699
	Iteration 3F: 3 clusters Score -128152.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -128410.765625 Penalty: 3335.616699
	Iteration 4F: 3 clusters Score -128410.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -128877.953125 Penalty: 3335.616699
	Iteration 5F: 3 clusters Score -128878 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -129320.554688 Penalty: 3335.616699
	Iteration 6F: 3 clusters Score -129320.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -129433.460938 Penalty: 3335.616699
	Iteration 7Q: 3 clusters Score -129433.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -129452.960938 Penalty: 3335.616699
	Iteration 8Q: 3 clusters Score -129453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -129480.304688 Penalty: 3335.616699
	Iteration 9Q: 3 clusters Score -129480.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -129493.210938 Penalty: 3335.616699
	Iteration 10Q: 3 clusters Score -129493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -129498.820312 Penalty: 3335.616699
	Iteration 11Q: 3 clusters Score -129498.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -129503.210938 Penalty: 3335.616699
	Iteration 12Q: 3 clusters Score -129503.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -129503.210938 Penalty: 3335.616699
	Iteration 13F: 3 clusters Score -129503.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 37173 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 58318 members 
Mstep: Class 5 contains 36997 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 7705 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 27387 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 13985 members 
Mstep: Class 12 contains 34682 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10406 members 
Mstep: Class 15 contains 3820 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 67920 members 
Mstep: Class 18 contains 4425 members 
Mstep: Class 19 contains 13892 members 
Mstep: Class 20 contains 75052 members 
Mstep: Class 21 contains 29930 members 
Mstep: Class 22 contains 21511 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 325 members 
Mstep: Class 26 contains 4386 members 
Mstep: Class 27 contains 7098 members 
Mstep: Class 28 contains 12385 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6335 members 
Mstep: Class 31 contains 15266 members 
Mstep: Class 32 contains 10479 members 
Mstep: Class 33 contains 1569 members 
Mstep: Class 34 contains 58683 members 
Mstep: Class 35 contains 11393 members 
Mstep: Class 36 contains 4338 members 
Mstep: Class 37 contains 503 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 53000 members 
Mstep: Class 40 contains 1978 members 
Mstep: Class 41 contains 5997 members 
Mstep: Class 42 contains 989 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 192 members 
Mstep: Class 46 contains 7392 members 
Mstep: Class 47 contains 330 members 
Entering Unmasked Estep 
Score: -115025576.000000 Penalty: 156896.109375
Splitting cluster 37 changes total score from -115026752.000000 to -115025576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (2373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Entering Unmasked Estep 
Score: -391959.593750 Penalty: 1927.433716
	Iteration 0F: 2 clusters Score -391959.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -389126.781250 Penalty: 3854.867432
	Iteration 0F: 3 clusters Score -389126.8 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -389676.468750 Penalty: 3854.867432
	Iteration 1F: 3 clusters Score -389676.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -389812.593750 Penalty: 3854.867432
	Iteration 2F: 3 clusters Score -389812.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -389870.718750 Penalty: 3854.867432
	Iteration 3Q: 3 clusters Score -389870.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -389902.000000 Penalty: 3854.867432
	Iteration 4Q: 3 clusters Score -389902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -389931.531250 Penalty: 3854.867432
	Iteration 5Q: 3 clusters Score -389931.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -389949.437500 Penalty: 3854.867432
	Iteration 6Q: 3 clusters Score -389949.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -389957.250000 Penalty: 3854.867432
	Iteration 7Q: 3 clusters Score -389957.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -389965.250000 Penalty: 3854.867432
	Iteration 8Q: 3 clusters Score -389965.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -389970.781250 Penalty: 3854.867432
	Iteration 9Q: 3 clusters Score -389970.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -389979.500000 Penalty: 3854.867432
	Iteration 10Q: 3 clusters Score -389979.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -389985.281250 Penalty: 3854.867432
	Iteration 11Q: 3 clusters Score -389985.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -389988.156250 Penalty: 3854.867432
	Iteration 12Q: 3 clusters Score -389988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -389990.500000 Penalty: 3854.867432
	Iteration 13Q: 3 clusters Score -389990.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -389992.937500 Penalty: 3854.867432
	Iteration 14Q: 3 clusters Score -389992.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -389995.250000 Penalty: 3854.867432
	Iteration 15Q: 3 clusters Score -389995.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -389995.812500 Penalty: 3854.867432
	Iteration 16Q: 3 clusters Score -389995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -389998.812500 Penalty: 3854.867432
	Iteration 17Q: 3 clusters Score -389998.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -390000.843750 Penalty: 3854.867432
	Iteration 18Q: 3 clusters Score -390000.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -390001.031250 Penalty: 3854.867432
	Iteration 19Q: 3 clusters Score -390001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -390003.250000 Penalty: 3854.867432
	Iteration 20F: 3 clusters Score -390003.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -390003.562500 Penalty: 3854.867432
	Iteration 21Q: 3 clusters Score -390003.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -390004.187500 Penalty: 3854.867432
	Iteration 22Q: 3 clusters Score -390004.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -390005.500000 Penalty: 3854.867432
	Iteration 23Q: 3 clusters Score -390005.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -390005.906250 Penalty: 3854.867432
	Iteration 24Q: 3 clusters Score -390005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -390006.531250 Penalty: 3854.867432
	Iteration 25Q: 3 clusters Score -390006.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -390006.531250 Penalty: 3854.867432
	Iteration 26F: 3 clusters Score -390006.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (53000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Entering Unmasked Estep 
Score: -8937047.000000 Penalty: 2697.755615
	Iteration 0F: 2 clusters Score -8937047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -8901805.000000 Penalty: 5395.511230
	Iteration 0F: 3 clusters Score -8901805 nChanged 24589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -8915515.000000 Penalty: 5395.511230
	Iteration 1F: 3 clusters Score -8915515 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -8916368.000000 Penalty: 5395.511230
	Iteration 2Q: 3 clusters Score -8916368 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -8917311.000000 Penalty: 5395.511230
	Iteration 3Q: 3 clusters Score -8917311 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -8918534.000000 Penalty: 5395.511230
	Iteration 4Q: 3 clusters Score -8918534 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -8920292.000000 Penalty: 5395.511230
	Iteration 5F: 3 clusters Score -8920292 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -8922338.000000 Penalty: 5395.511230
	Iteration 6F: 3 clusters Score -8922338 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -8924947.000000 Penalty: 5395.511230
	Iteration 7F: 3 clusters Score -8924947 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -8927614.000000 Penalty: 5395.511230
	Iteration 8F: 3 clusters Score -8927614 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -8930125.000000 Penalty: 5395.511230
	Iteration 9F: 3 clusters Score -8930125 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -8932011.000000 Penalty: 5395.511230
	Iteration 10Q: 3 clusters Score -8932011 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -8933127.000000 Penalty: 5395.511230
	Iteration 11Q: 3 clusters Score -8933127 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -8933828.000000 Penalty: 5395.511230
	Iteration 12Q: 3 clusters Score -8933828 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -8934221.000000 Penalty: 5395.511230
	Iteration 13Q: 3 clusters Score -8934221 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -8934424.000000 Penalty: 5395.511230
	Iteration 14Q: 3 clusters Score -8934424 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -8934550.000000 Penalty: 5395.511230
	Iteration 15Q: 3 clusters Score -8934550 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -8934618.000000 Penalty: 5395.511230
	Iteration 16Q: 3 clusters Score -8934618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -8934652.000000 Penalty: 5395.511230
	Iteration 17Q: 3 clusters Score -8934652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -8934676.000000 Penalty: 5395.511230
	Iteration 18Q: 3 clusters Score -8934676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 52613 members 
Entering Unmasked Estep 
Score: -8934727.000000 Penalty: 5395.511230
	Iteration 19Q: 3 clusters Score -8934727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -8934742.000000 Penalty: 5395.511230
	Iteration 20F: 3 clusters Score -8934742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -8934761.000000 Penalty: 5395.511230
	Iteration 21Q: 3 clusters Score -8934761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -8934772.000000 Penalty: 5395.511230
	Iteration 22Q: 3 clusters Score -8934772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -8934767.000000 Penalty: 5395.511230
	Iteration 23Q: 3 clusters Score -8934767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -8934767.000000 Penalty: 5395.511230
	Iteration 24F: 3 clusters Score -8934767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Entering Unmasked Estep 
Score: -326458.750000 Penalty: 1882.280640
	Iteration 0F: 2 clusters Score -326458.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -323843.875000 Penalty: 3764.561279
	Iteration 0F: 3 clusters Score -323843.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -324265.625000 Penalty: 3764.561279
	Iteration 1F: 3 clusters Score -324265.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -324397.812500 Penalty: 3764.561279
	Iteration 2F: 3 clusters Score -324397.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -324479.531250 Penalty: 3764.561279
	Iteration 3Q: 3 clusters Score -324479.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -324530.906250 Penalty: 3764.561279
	Iteration 4Q: 3 clusters Score -324530.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -324564.468750 Penalty: 3764.561279
	Iteration 5Q: 3 clusters Score -324564.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -324592.593750 Penalty: 3764.561279
	Iteration 6Q: 3 clusters Score -324592.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -324615.406250 Penalty: 3764.561279
	Iteration 7Q: 3 clusters Score -324615.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -324632.750000 Penalty: 3764.561279
	Iteration 8Q: 3 clusters Score -324632.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -324650.718750 Penalty: 3764.561279
	Iteration 9Q: 3 clusters Score -324650.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -324659.156250 Penalty: 3764.561279
	Iteration 10Q: 3 clusters Score -324659.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -324664.031250 Penalty: 3764.561279
	Iteration 11Q: 3 clusters Score -324664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -324671.125000 Penalty: 3764.561279
	Iteration 12Q: 3 clusters Score -324671.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -324673.312500 Penalty: 3764.561279
	Iteration 13Q: 3 clusters Score -324673.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -324676.812500 Penalty: 3764.561279
	Iteration 14Q: 3 clusters Score -324676.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -324680.000000 Penalty: 3764.561279
	Iteration 15Q: 3 clusters Score -324680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -324685.375000 Penalty: 3764.561279
	Iteration 16Q: 3 clusters Score -324685.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -324689.468750 Penalty: 3764.561279
	Iteration 17Q: 3 clusters Score -324689.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -324692.406250 Penalty: 3764.561279
	Iteration 18Q: 3 clusters Score -324692.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -324695.062500 Penalty: 3764.561279
	Iteration 19Q: 3 clusters Score -324695.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -324698.781250 Penalty: 3764.561279
	Iteration 20F: 3 clusters Score -324698.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -324701.625000 Penalty: 3764.561279
	Iteration 21Q: 3 clusters Score -324701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -324702.812500 Penalty: 3764.561279
	Iteration 22Q: 3 clusters Score -324702.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -324703.781250 Penalty: 3764.561279
	Iteration 23Q: 3 clusters Score -324703.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -324709.687500 Penalty: 3764.561279
	Iteration 24Q: 3 clusters Score -324709.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -324712.656250 Penalty: 3764.561279
	Iteration 25Q: 3 clusters Score -324712.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -324714.593750 Penalty: 3764.561279
	Iteration 26Q: 3 clusters Score -324714.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -324716.125000 Penalty: 3764.561279
	Iteration 27Q: 3 clusters Score -324716.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -324717.843750 Penalty: 3764.561279
	Iteration 28Q: 3 clusters Score -324717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -324719.875000 Penalty: 3764.561279
	Iteration 29Q: 3 clusters Score -324719.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -324721.093750 Penalty: 3764.561279
	Iteration 30Q: 3 clusters Score -324721.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -324721.843750 Penalty: 3764.561279
	Iteration 31Q: 3 clusters Score -324721.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -324724.125000 Penalty: 3764.561279
	Iteration 32Q: 3 clusters Score -324724.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -324724.218750 Penalty: 3764.561279
	Iteration 33Q: 3 clusters Score -324724.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -324725.968750 Penalty: 3764.561279
	Iteration 34Q: 3 clusters Score -324726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -324726.781250 Penalty: 3764.561279
	Iteration 35Q: 3 clusters Score -324726.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -324728.312500 Penalty: 3764.561279
	Iteration 36Q: 3 clusters Score -324728.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -324728.718750 Penalty: 3764.561279
	Iteration 37Q: 3 clusters Score -324728.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -324728.718750 Penalty: 3764.561279
	Iteration 38F: 3 clusters Score -324728.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 37173 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 58318 members 
Mstep: Class 5 contains 36997 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 7705 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 27387 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 13985 members 
Mstep: Class 12 contains 34682 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10406 members 
Mstep: Class 15 contains 3820 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 67920 members 
Mstep: Class 18 contains 4425 members 
Mstep: Class 19 contains 13892 members 
Mstep: Class 20 contains 75052 members 
Mstep: Class 21 contains 29930 members 
Mstep: Class 22 contains 21511 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 325 members 
Mstep: Class 26 contains 4386 members 
Mstep: Class 27 contains 7098 members 
Mstep: Class 28 contains 12385 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 6335 members 
Mstep: Class 31 contains 15266 members 
Mstep: Class 32 contains 10479 members 
Mstep: Class 33 contains 1569 members 
Mstep: Class 34 contains 58683 members 
Mstep: Class 35 contains 11393 members 
Mstep: Class 36 contains 4338 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2373 members 
Mstep: Class 39 contains 53000 members 
Mstep: Class 40 contains 1978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115028904.000000 Penalty: 153557.890625
Iteration 119Q: 47 clusters Score -1.150289e+08 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 37289 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 58565 members 
Mstep: Class 5 contains 37114 members 
Mstep: Class 6 contains 5158 members 
Mstep: Class 7 contains 7706 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 27434 members 
Mstep: Class 10 contains 115 members 
Mstep: Class 11 contains 13884 members 
Mstep: Class 12 contains 34737 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 10402 members 
Mstep: Class 15 contains 3840 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 67886 members 
Mstep: Class 18 contains 4390 members 
Mstep: Class 19 contains 13892 members 
Mstep: Class 20 contains 75052 members 
Mstep: Class 21 contains 29943 members 
Mstep: Class 22 contains 21509 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 4474 members 
Mstep: Class 25 contains 330 members 
Mstep: Class 26 contains 4520 members 
Mstep: Class 27 contains 7102 members 
Mstep: Class 28 contains 12390 members 
Mstep: Class 29 contains 2877 members 
Mstep: Class 30 contains 6335 members 
Mstep: Class 31 contains 15315 members 
Mstep: Class 32 contains 10419 members 
Mstep: Class 33 contains 1571 members 
Mstep: Class 34 contains 58682 members 
Mstep: Class 35 contains 11393 members 
Mstep: Class 36 contains 4351 members 
Mstep: Class 37 contains 830 members 
Mstep: Class 38 contains 2393 members 
Mstep: Class 39 contains 53018 members 
Mstep: Class 40 contains 1977 members 
Mstep: Class 41 contains 5809 members 
Mstep: Class 42 contains 972 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 189 members 
Mstep: Class 46 contains 7068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 25. Lose 3235.491211 but Gain 3338.218750
Score: -115030632.000000 Penalty: 150219.671875
Iteration 120F: 46 clusters Score -1.150306e+08 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 37264 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 58738 members 
Mstep: Class 5 contains 37146 members 
Mstep: Class 6 contains 5168 members 
Mstep: Class 7 contains 7708 members 
Mstep: Class 8 contains 2096 members 
Mstep: Class 9 contains 27483 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 13712 members 
Mstep: Class 12 contains 34571 members 
Mstep: Class 13 contains 3625 members 
Mstep: Class 14 contains 10400 members 
Mstep: Class 15 contains 3860 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 67709 members 
Mstep: Class 18 contains 4375 members 
Mstep: Class 19 contains 13878 members 
Mstep: Class 20 contains 75052 members 
Mstep: Class 21 contains 29947 members 
Mstep: Class 22 contains 21456 members 
Mstep: Class 23 contains 4957 members 
Mstep: Class 24 contains 4484 members 
Mstep: Class 26 contains 4616 members 
Mstep: Class 27 contains 7105 members 
Mstep: Class 28 contains 12373 members 
Mstep: Class 29 contains 2883 members 
Mstep: Class 30 contains 6332 members 
Mstep: Class 31 contains 14882 members 
Mstep: Class 32 contains 10383 members 
Mstep: Class 33 contains 1543 members 
Mstep: Class 34 contains 58670 members 
Mstep: Class 35 contains 11401 members 
Mstep: Class 36 contains 4350 members 
Mstep: Class 37 contains 876 members 
Mstep: Class 38 contains 2382 members 
Mstep: Class 39 contains 52947 members 
Mstep: Class 40 contains 1973 members 
Mstep: Class 41 contains 6331 members 
Mstep: Class 42 contains 1121 members 
Mstep: Class 43 contains 521 members 
Mstep: Class 44 contains 908 members 
Mstep: Class 45 contains 487 members 
Mstep: Class 46 contains 7298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115033808.000000 Penalty: 150219.671875
Iteration 121Q: 46 clusters Score -1.150338e+08 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 37254 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 58949 members 
Mstep: Class 5 contains 37170 members 
Mstep: Class 6 contains 5182 members 
Mstep: Class 7 contains 7707 members 
Mstep: Class 8 contains 2065 members 
Mstep: Class 9 contains 27543 members 
Mstep: Class 10 contains 125 members 
Mstep: Class 11 contains 13558 members 
Mstep: Class 12 contains 34466 members 
Mstep: Class 13 contains 3622 members 
Mstep: Class 14 contains 10397 members 
Mstep: Class 15 contains 3874 members 
Mstep: Class 16 contains 1113 members 
Mstep: Class 17 contains 67639 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 13865 members 
Mstep: Class 20 contains 75051 members 
Mstep: Class 21 contains 29936 members 
Mstep: Class 22 contains 21410 members 
Mstep: Class 23 contains 4969 members 
Mstep: Class 24 contains 4499 members 
Mstep: Class 26 contains 4701 members 
Mstep: Class 27 contains 7109 members 
Mstep: Class 28 contains 12364 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 6329 members 
Mstep: Class 31 contains 14512 members 
Mstep: Class 32 contains 10405 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 58651 members 
Mstep: Class 35 contains 11427 members 
Mstep: Class 36 contains 4351 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 2385 members 
Mstep: Class 39 contains 52921 members 
Mstep: Class 40 contains 1980 members 
Mstep: Class 41 contains 6685 members 
Mstep: Class 42 contains 1195 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 909 members 
Mstep: Class 45 contains 502 members 
Mstep: Class 46 contains 7397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034448.000000 Penalty: 150219.671875
Iteration 122Q: 46 clusters Score -1.150344e+08 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 37242 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59106 members 
Mstep: Class 5 contains 37165 members 
Mstep: Class 6 contains 5192 members 
Mstep: Class 7 contains 7705 members 
Mstep: Class 8 contains 2051 members 
Mstep: Class 9 contains 27604 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 13435 members 
Mstep: Class 12 contains 34405 members 
Mstep: Class 13 contains 3622 members 
Mstep: Class 14 contains 10405 members 
Mstep: Class 15 contains 3882 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 67631 members 
Mstep: Class 18 contains 4329 members 
Mstep: Class 19 contains 13846 members 
Mstep: Class 20 contains 75058 members 
Mstep: Class 21 contains 29959 members 
Mstep: Class 22 contains 21383 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 4505 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 7114 members 
Mstep: Class 28 contains 12364 members 
Mstep: Class 29 contains 2893 members 
Mstep: Class 30 contains 6322 members 
Mstep: Class 31 contains 14195 members 
Mstep: Class 32 contains 10418 members 
Mstep: Class 33 contains 1569 members 
Mstep: Class 34 contains 58637 members 
Mstep: Class 35 contains 11454 members 
Mstep: Class 36 contains 4339 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2387 members 
Mstep: Class 39 contains 52911 members 
Mstep: Class 40 contains 1983 members 
Mstep: Class 41 contains 6959 members 
Mstep: Class 42 contains 1236 members 
Mstep: Class 43 contains 563 members 
Mstep: Class 44 contains 910 members 
Mstep: Class 45 contains 506 members 
Mstep: Class 46 contains 7455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034472.000000 Penalty: 150219.671875
Iteration 123Q: 46 clusters Score -1.150345e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 37231 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59218 members 
Mstep: Class 5 contains 37148 members 
Mstep: Class 6 contains 5202 members 
Mstep: Class 7 contains 7705 members 
Mstep: Class 8 contains 2031 members 
Mstep: Class 9 contains 27652 members 
Mstep: Class 10 contains 125 members 
Mstep: Class 11 contains 13339 members 
Mstep: Class 12 contains 34374 members 
Mstep: Class 13 contains 3622 members 
Mstep: Class 14 contains 10410 members 
Mstep: Class 15 contains 3894 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 67706 members 
Mstep: Class 18 contains 4324 members 
Mstep: Class 19 contains 13831 members 
Mstep: Class 20 contains 75058 members 
Mstep: Class 21 contains 29956 members 
Mstep: Class 22 contains 21367 members 
Mstep: Class 23 contains 4995 members 
Mstep: Class 24 contains 4514 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 7120 members 
Mstep: Class 28 contains 12362 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 6316 members 
Mstep: Class 31 contains 13876 members 
Mstep: Class 32 contains 10438 members 
Mstep: Class 33 contains 1590 members 
Mstep: Class 34 contains 58627 members 
Mstep: Class 35 contains 11464 members 
Mstep: Class 36 contains 4338 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 2386 members 
Mstep: Class 39 contains 52898 members 
Mstep: Class 40 contains 1986 members 
Mstep: Class 41 contains 7211 members 
Mstep: Class 42 contains 1268 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 911 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034680.000000 Penalty: 150219.671875
Iteration 124Q: 46 clusters Score -1.150347e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 37200 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59309 members 
Mstep: Class 5 contains 37133 members 
Mstep: Class 6 contains 5213 members 
Mstep: Class 7 contains 7705 members 
Mstep: Class 8 contains 2018 members 
Mstep: Class 9 contains 27708 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 13261 members 
Mstep: Class 12 contains 34328 members 
Mstep: Class 13 contains 3622 members 
Mstep: Class 14 contains 10410 members 
Mstep: Class 15 contains 3899 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 67817 members 
Mstep: Class 18 contains 4332 members 
Mstep: Class 19 contains 13819 members 
Mstep: Class 20 contains 75072 members 
Mstep: Class 21 contains 29972 members 
Mstep: Class 22 contains 21350 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 4520 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 7122 members 
Mstep: Class 28 contains 12359 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 6309 members 
Mstep: Class 31 contains 13618 members 
Mstep: Class 32 contains 10469 members 
Mstep: Class 33 contains 1614 members 
Mstep: Class 34 contains 58615 members 
Mstep: Class 35 contains 11477 members 
Mstep: Class 36 contains 4340 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2387 members 
Mstep: Class 39 contains 52899 members 
Mstep: Class 40 contains 1988 members 
Mstep: Class 41 contains 7414 members 
Mstep: Class 42 contains 1285 members 
Mstep: Class 43 contains 579 members 
Mstep: Class 44 contains 911 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034712.000000 Penalty: 150219.671875
Iteration 125Q: 46 clusters Score -1.150347e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 37165 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59370 members 
Mstep: Class 5 contains 37126 members 
Mstep: Class 6 contains 5226 members 
Mstep: Class 7 contains 7700 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 27752 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 13195 members 
Mstep: Class 12 contains 34295 members 
Mstep: Class 13 contains 3622 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 3901 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 67951 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 19 contains 13814 members 
Mstep: Class 20 contains 75077 members 
Mstep: Class 21 contains 29983 members 
Mstep: Class 22 contains 21325 members 
Mstep: Class 23 contains 5014 members 
Mstep: Class 24 contains 4524 members 
Mstep: Class 26 contains 4895 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 12353 members 
Mstep: Class 29 contains 2898 members 
Mstep: Class 30 contains 6306 members 
Mstep: Class 31 contains 13344 members 
Mstep: Class 32 contains 10506 members 
Mstep: Class 33 contains 1632 members 
Mstep: Class 34 contains 58633 members 
Mstep: Class 35 contains 11496 members 
Mstep: Class 36 contains 4338 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2386 members 
Mstep: Class 39 contains 52885 members 
Mstep: Class 40 contains 1989 members 
Mstep: Class 41 contains 7619 members 
Mstep: Class 42 contains 1301 members 
Mstep: Class 43 contains 585 members 
Mstep: Class 44 contains 911 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035056.000000 Penalty: 150219.671875
Iteration 126Q: 46 clusters Score -1.150351e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 37130 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59427 members 
Mstep: Class 5 contains 37117 members 
Mstep: Class 6 contains 5239 members 
Mstep: Class 7 contains 7696 members 
Mstep: Class 8 contains 1994 members 
Mstep: Class 9 contains 27789 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 13144 members 
Mstep: Class 12 contains 34263 members 
Mstep: Class 13 contains 3621 members 
Mstep: Class 14 contains 10414 members 
Mstep: Class 15 contains 3903 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68102 members 
Mstep: Class 18 contains 4348 members 
Mstep: Class 19 contains 13808 members 
Mstep: Class 20 contains 75071 members 
Mstep: Class 21 contains 29997 members 
Mstep: Class 22 contains 21309 members 
Mstep: Class 23 contains 5024 members 
Mstep: Class 24 contains 4528 members 
Mstep: Class 26 contains 4916 members 
Mstep: Class 27 contains 7134 members 
Mstep: Class 28 contains 12346 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 6305 members 
Mstep: Class 31 contains 13075 members 
Mstep: Class 32 contains 10531 members 
Mstep: Class 33 contains 1647 members 
Mstep: Class 34 contains 58666 members 
Mstep: Class 35 contains 11520 members 
Mstep: Class 36 contains 4341 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2386 members 
Mstep: Class 39 contains 52885 members 
Mstep: Class 40 contains 1990 members 
Mstep: Class 41 contains 7812 members 
Mstep: Class 42 contains 1309 members 
Mstep: Class 43 contains 585 members 
Mstep: Class 44 contains 911 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034944.000000 Penalty: 150219.671875
Iteration 127Q: 46 clusters Score -1.150349e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 37108 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59477 members 
Mstep: Class 5 contains 37103 members 
Mstep: Class 6 contains 5243 members 
Mstep: Class 7 contains 7696 members 
Mstep: Class 8 contains 1982 members 
Mstep: Class 9 contains 27837 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 13110 members 
Mstep: Class 12 contains 34240 members 
Mstep: Class 13 contains 3621 members 
Mstep: Class 14 contains 10414 members 
Mstep: Class 15 contains 3905 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68225 members 
Mstep: Class 18 contains 4353 members 
Mstep: Class 19 contains 13802 members 
Mstep: Class 20 contains 75069 members 
Mstep: Class 21 contains 30022 members 
Mstep: Class 22 contains 21290 members 
Mstep: Class 23 contains 5034 members 
Mstep: Class 24 contains 4530 members 
Mstep: Class 26 contains 4931 members 
Mstep: Class 27 contains 7144 members 
Mstep: Class 28 contains 12349 members 
Mstep: Class 29 contains 2901 members 
Mstep: Class 30 contains 6304 members 
Mstep: Class 31 contains 12846 members 
Mstep: Class 32 contains 10551 members 
Mstep: Class 33 contains 1668 members 
Mstep: Class 34 contains 58677 members 
Mstep: Class 35 contains 11538 members 
Mstep: Class 36 contains 4338 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2386 members 
Mstep: Class 39 contains 52879 members 
Mstep: Class 40 contains 1990 members 
Mstep: Class 41 contains 7996 members 
Mstep: Class 42 contains 1318 members 
Mstep: Class 43 contains 587 members 
Mstep: Class 44 contains 911 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034792.000000 Penalty: 150219.671875
Iteration 128Q: 46 clusters Score -1.150348e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 37096 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59532 members 
Mstep: Class 5 contains 37094 members 
Mstep: Class 6 contains 5248 members 
Mstep: Class 7 contains 7695 members 
Mstep: Class 8 contains 1975 members 
Mstep: Class 9 contains 27897 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 13090 members 
Mstep: Class 12 contains 34207 members 
Mstep: Class 13 contains 3621 members 
Mstep: Class 14 contains 10414 members 
Mstep: Class 15 contains 3905 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68361 members 
Mstep: Class 18 contains 4362 members 
Mstep: Class 19 contains 13791 members 
Mstep: Class 20 contains 75079 members 
Mstep: Class 21 contains 30054 members 
Mstep: Class 22 contains 21275 members 
Mstep: Class 23 contains 5043 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 7149 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2903 members 
Mstep: Class 30 contains 6305 members 
Mstep: Class 31 contains 12617 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 1691 members 
Mstep: Class 34 contains 58661 members 
Mstep: Class 35 contains 11543 members 
Mstep: Class 36 contains 4337 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2386 members 
Mstep: Class 39 contains 52873 members 
Mstep: Class 40 contains 1991 members 
Mstep: Class 41 contains 8177 members 
Mstep: Class 42 contains 1323 members 
Mstep: Class 43 contains 590 members 
Mstep: Class 44 contains 911 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035048.000000 Penalty: 150219.671875
Iteration 129Q: 46 clusters Score -1.15035e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 37090 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59553 members 
Mstep: Class 5 contains 37090 members 
Mstep: Class 6 contains 5251 members 
Mstep: Class 7 contains 7693 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 27954 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 13074 members 
Mstep: Class 12 contains 34185 members 
Mstep: Class 13 contains 3621 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 3907 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68513 members 
Mstep: Class 18 contains 4372 members 
Mstep: Class 19 contains 13782 members 
Mstep: Class 20 contains 75076 members 
Mstep: Class 21 contains 30076 members 
Mstep: Class 22 contains 21257 members 
Mstep: Class 23 contains 5051 members 
Mstep: Class 24 contains 4536 members 
Mstep: Class 26 contains 4947 members 
Mstep: Class 27 contains 7155 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2903 members 
Mstep: Class 30 contains 6306 members 
Mstep: Class 31 contains 12405 members 
Mstep: Class 32 contains 10562 members 
Mstep: Class 33 contains 1709 members 
Mstep: Class 34 contains 58643 members 
Mstep: Class 35 contains 11547 members 
Mstep: Class 36 contains 4336 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2385 members 
Mstep: Class 39 contains 52867 members 
Mstep: Class 40 contains 1991 members 
Mstep: Class 41 contains 8355 members 
Mstep: Class 42 contains 1324 members 
Mstep: Class 43 contains 595 members 
Mstep: Class 44 contains 911 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035392.000000 Penalty: 150219.671875
Iteration 130Q: 46 clusters Score -1.150354e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 37067 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59561 members 
Mstep: Class 5 contains 37095 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 7694 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 28014 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 13049 members 
Mstep: Class 12 contains 34180 members 
Mstep: Class 13 contains 3621 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 3911 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68649 members 
Mstep: Class 18 contains 4383 members 
Mstep: Class 19 contains 13777 members 
Mstep: Class 20 contains 75077 members 
Mstep: Class 21 contains 30100 members 
Mstep: Class 22 contains 21229 members 
Mstep: Class 23 contains 5057 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 26 contains 4952 members 
Mstep: Class 27 contains 7159 members 
Mstep: Class 28 contains 12345 members 
Mstep: Class 29 contains 2903 members 
Mstep: Class 30 contains 6306 members 
Mstep: Class 31 contains 12233 members 
Mstep: Class 32 contains 10574 members 
Mstep: Class 33 contains 1724 members 
Mstep: Class 34 contains 58628 members 
Mstep: Class 35 contains 11544 members 
Mstep: Class 36 contains 4333 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2385 members 
Mstep: Class 39 contains 52864 members 
Mstep: Class 40 contains 1990 members 
Mstep: Class 41 contains 8524 members 
Mstep: Class 42 contains 1328 members 
Mstep: Class 43 contains 598 members 
Mstep: Class 44 contains 911 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035296.000000 Penalty: 150219.671875
Iteration 131Q: 46 clusters Score -1.150353e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 37056 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59571 members 
Mstep: Class 5 contains 37084 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 7693 members 
Mstep: Class 8 contains 1951 members 
Mstep: Class 9 contains 28082 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 13028 members 
Mstep: Class 12 contains 34172 members 
Mstep: Class 13 contains 3621 members 
Mstep: Class 14 contains 10411 members 
Mstep: Class 15 contains 3913 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68764 members 
Mstep: Class 18 contains 4386 members 
Mstep: Class 19 contains 13772 members 
Mstep: Class 20 contains 75080 members 
Mstep: Class 21 contains 30130 members 
Mstep: Class 22 contains 21214 members 
Mstep: Class 23 contains 5065 members 
Mstep: Class 24 contains 4552 members 
Mstep: Class 26 contains 4963 members 
Mstep: Class 27 contains 7164 members 
Mstep: Class 28 contains 12345 members 
Mstep: Class 29 contains 2903 members 
Mstep: Class 30 contains 6306 members 
Mstep: Class 31 contains 12079 members 
Mstep: Class 32 contains 10585 members 
Mstep: Class 33 contains 1740 members 
Mstep: Class 34 contains 58583 members 
Mstep: Class 35 contains 11555 members 
Mstep: Class 36 contains 4324 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2385 members 
Mstep: Class 39 contains 52861 members 
Mstep: Class 40 contains 1991 members 
Mstep: Class 41 contains 8686 members 
Mstep: Class 42 contains 1329 members 
Mstep: Class 43 contains 599 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035592.000000 Penalty: 150219.671875
Iteration 132Q: 46 clusters Score -1.150356e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 37042 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59573 members 
Mstep: Class 5 contains 37070 members 
Mstep: Class 6 contains 5286 members 
Mstep: Class 7 contains 7692 members 
Mstep: Class 8 contains 1944 members 
Mstep: Class 9 contains 28147 members 
Mstep: Class 10 contains 125 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 34171 members 
Mstep: Class 13 contains 3621 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 3915 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68844 members 
Mstep: Class 18 contains 4392 members 
Mstep: Class 19 contains 13768 members 
Mstep: Class 20 contains 75092 members 
Mstep: Class 21 contains 30159 members 
Mstep: Class 22 contains 21194 members 
Mstep: Class 23 contains 5074 members 
Mstep: Class 24 contains 4557 members 
Mstep: Class 26 contains 4975 members 
Mstep: Class 27 contains 7169 members 
Mstep: Class 28 contains 12333 members 
Mstep: Class 29 contains 2903 members 
Mstep: Class 30 contains 6306 members 
Mstep: Class 31 contains 11964 members 
Mstep: Class 32 contains 10589 members 
Mstep: Class 33 contains 1751 members 
Mstep: Class 34 contains 58547 members 
Mstep: Class 35 contains 11559 members 
Mstep: Class 36 contains 4322 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2384 members 
Mstep: Class 39 contains 52864 members 
Mstep: Class 40 contains 1993 members 
Mstep: Class 41 contains 8865 members 
Mstep: Class 42 contains 1331 members 
Mstep: Class 43 contains 599 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035640.000000 Penalty: 150219.671875
Iteration 133Q: 46 clusters Score -1.150356e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 37029 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59565 members 
Mstep: Class 5 contains 37059 members 
Mstep: Class 6 contains 5296 members 
Mstep: Class 7 contains 7692 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 28203 members 
Mstep: Class 10 contains 125 members 
Mstep: Class 11 contains 12977 members 
Mstep: Class 12 contains 34164 members 
Mstep: Class 13 contains 3621 members 
Mstep: Class 14 contains 10414 members 
Mstep: Class 15 contains 3918 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68911 members 
Mstep: Class 18 contains 4393 members 
Mstep: Class 19 contains 13763 members 
Mstep: Class 20 contains 75099 members 
Mstep: Class 21 contains 30183 members 
Mstep: Class 22 contains 21188 members 
Mstep: Class 23 contains 5082 members 
Mstep: Class 24 contains 4561 members 
Mstep: Class 26 contains 4990 members 
Mstep: Class 27 contains 7176 members 
Mstep: Class 28 contains 12326 members 
Mstep: Class 29 contains 2903 members 
Mstep: Class 30 contains 6305 members 
Mstep: Class 31 contains 11862 members 
Mstep: Class 32 contains 10586 members 
Mstep: Class 33 contains 1764 members 
Mstep: Class 34 contains 58511 members 
Mstep: Class 35 contains 11564 members 
Mstep: Class 36 contains 4323 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2384 members 
Mstep: Class 39 contains 52857 members 
Mstep: Class 40 contains 1996 members 
Mstep: Class 41 contains 9026 members 
Mstep: Class 42 contains 1332 members 
Mstep: Class 43 contains 599 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035776.000000 Penalty: 150219.671875
Iteration 134Q: 46 clusters Score -1.150358e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 37027 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59602 members 
Mstep: Class 5 contains 37051 members 
Mstep: Class 6 contains 5314 members 
Mstep: Class 7 contains 7692 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 28250 members 
Mstep: Class 10 contains 126 members 
Mstep: Class 11 contains 12949 members 
Mstep: Class 12 contains 34158 members 
Mstep: Class 13 contains 3621 members 
Mstep: Class 14 contains 10410 members 
Mstep: Class 15 contains 3920 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68985 members 
Mstep: Class 18 contains 4394 members 
Mstep: Class 19 contains 13753 members 
Mstep: Class 20 contains 75115 members 
Mstep: Class 21 contains 30212 members 
Mstep: Class 22 contains 21186 members 
Mstep: Class 23 contains 5086 members 
Mstep: Class 24 contains 4562 members 
Mstep: Class 26 contains 5009 members 
Mstep: Class 27 contains 7182 members 
Mstep: Class 28 contains 12322 members 
Mstep: Class 29 contains 2903 members 
Mstep: Class 30 contains 6304 members 
Mstep: Class 31 contains 11758 members 
Mstep: Class 32 contains 10600 members 
Mstep: Class 33 contains 1773 members 
Mstep: Class 34 contains 58473 members 
Mstep: Class 35 contains 11574 members 
Mstep: Class 36 contains 4319 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2384 members 
Mstep: Class 39 contains 52851 members 
Mstep: Class 40 contains 1997 members 
Mstep: Class 41 contains 9144 members 
Mstep: Class 42 contains 1334 members 
Mstep: Class 43 contains 599 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035672.000000 Penalty: 150219.671875
Iteration 135Q: 46 clusters Score -1.150357e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 37028 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59623 members 
Mstep: Class 5 contains 37036 members 
Mstep: Class 6 contains 5321 members 
Mstep: Class 7 contains 7692 members 
Mstep: Class 8 contains 1929 members 
Mstep: Class 9 contains 28296 members 
Mstep: Class 10 contains 125 members 
Mstep: Class 11 contains 12920 members 
Mstep: Class 12 contains 34149 members 
Mstep: Class 13 contains 3620 members 
Mstep: Class 14 contains 10405 members 
Mstep: Class 15 contains 3921 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 69077 members 
Mstep: Class 18 contains 4396 members 
Mstep: Class 19 contains 13751 members 
Mstep: Class 20 contains 75111 members 
Mstep: Class 21 contains 30228 members 
Mstep: Class 22 contains 21179 members 
Mstep: Class 23 contains 5091 members 
Mstep: Class 24 contains 4564 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 7187 members 
Mstep: Class 28 contains 12316 members 
Mstep: Class 29 contains 2903 members 
Mstep: Class 30 contains 6304 members 
Mstep: Class 31 contains 11671 members 
Mstep: Class 32 contains 10609 members 
Mstep: Class 33 contains 1778 members 
Mstep: Class 34 contains 58444 members 
Mstep: Class 35 contains 11589 members 
Mstep: Class 36 contains 4318 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2384 members 
Mstep: Class 39 contains 52847 members 
Mstep: Class 40 contains 2001 members 
Mstep: Class 41 contains 9246 members 
Mstep: Class 42 contains 1334 members 
Mstep: Class 43 contains 601 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035920.000000 Penalty: 150219.671875
Iteration 136Q: 46 clusters Score -1.150359e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 37014 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59648 members 
Mstep: Class 5 contains 37028 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 7691 members 
Mstep: Class 8 contains 1927 members 
Mstep: Class 9 contains 28348 members 
Mstep: Class 10 contains 125 members 
Mstep: Class 11 contains 12893 members 
Mstep: Class 12 contains 34147 members 
Mstep: Class 13 contains 3619 members 
Mstep: Class 14 contains 10403 members 
Mstep: Class 15 contains 3924 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 69144 members 
Mstep: Class 18 contains 4398 members 
Mstep: Class 19 contains 13752 members 
Mstep: Class 20 contains 75120 members 
Mstep: Class 21 contains 30241 members 
Mstep: Class 22 contains 21168 members 
Mstep: Class 23 contains 5094 members 
Mstep: Class 24 contains 4565 members 
Mstep: Class 26 contains 5056 members 
Mstep: Class 27 contains 7192 members 
Mstep: Class 28 contains 12313 members 
Mstep: Class 29 contains 2903 members 
Mstep: Class 30 contains 6301 members 
Mstep: Class 31 contains 11598 members 
Mstep: Class 32 contains 10615 members 
Mstep: Class 33 contains 1784 members 
Mstep: Class 34 contains 58406 members 
Mstep: Class 35 contains 11590 members 
Mstep: Class 36 contains 4323 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2384 members 
Mstep: Class 39 contains 52848 members 
Mstep: Class 40 contains 2004 members 
Mstep: Class 41 contains 9336 members 
Mstep: Class 42 contains 1335 members 
Mstep: Class 43 contains 601 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036136.000000 Penalty: 150219.671875
Iteration 137Q: 46 clusters Score -1.150361e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 37004 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59684 members 
Mstep: Class 5 contains 37021 members 
Mstep: Class 6 contains 5330 members 
Mstep: Class 7 contains 7691 members 
Mstep: Class 8 contains 1925 members 
Mstep: Class 9 contains 28397 members 
Mstep: Class 10 contains 125 members 
Mstep: Class 11 contains 12865 members 
Mstep: Class 12 contains 34147 members 
Mstep: Class 13 contains 3619 members 
Mstep: Class 14 contains 10403 members 
Mstep: Class 15 contains 3928 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 69183 members 
Mstep: Class 18 contains 4396 members 
Mstep: Class 19 contains 13749 members 
Mstep: Class 20 contains 75131 members 
Mstep: Class 21 contains 30247 members 
Mstep: Class 22 contains 21165 members 
Mstep: Class 23 contains 5102 members 
Mstep: Class 24 contains 4566 members 
Mstep: Class 26 contains 5074 members 
Mstep: Class 27 contains 7194 members 
Mstep: Class 28 contains 12313 members 
Mstep: Class 29 contains 2903 members 
Mstep: Class 30 contains 6301 members 
Mstep: Class 31 contains 11543 members 
Mstep: Class 32 contains 10624 members 
Mstep: Class 33 contains 1792 members 
Mstep: Class 34 contains 58380 members 
Mstep: Class 35 contains 11592 members 
Mstep: Class 36 contains 4322 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2384 members 
Mstep: Class 39 contains 52847 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 9411 members 
Mstep: Class 42 contains 1335 members 
Mstep: Class 43 contains 602 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036136.000000 Penalty: 150219.671875
Iteration 138Q: 46 clusters Score -1.150361e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 36997 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59701 members 
Mstep: Class 5 contains 37020 members 
Mstep: Class 6 contains 5332 members 
Mstep: Class 7 contains 7691 members 
Mstep: Class 8 contains 1924 members 
Mstep: Class 9 contains 28462 members 
Mstep: Class 10 contains 125 members 
Mstep: Class 11 contains 12843 members 
Mstep: Class 12 contains 34149 members 
Mstep: Class 13 contains 3619 members 
Mstep: Class 14 contains 10400 members 
Mstep: Class 15 contains 3931 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 69227 members 
Mstep: Class 18 contains 4393 members 
Mstep: Class 19 contains 13747 members 
Mstep: Class 20 contains 75134 members 
Mstep: Class 21 contains 30255 members 
Mstep: Class 22 contains 21176 members 
Mstep: Class 23 contains 5107 members 
Mstep: Class 24 contains 4567 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 7195 members 
Mstep: Class 28 contains 12314 members 
Mstep: Class 29 contains 2904 members 
Mstep: Class 30 contains 6300 members 
Mstep: Class 31 contains 11494 members 
Mstep: Class 32 contains 10626 members 
Mstep: Class 33 contains 1796 members 
Mstep: Class 34 contains 58327 members 
Mstep: Class 35 contains 11594 members 
Mstep: Class 36 contains 4324 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2384 members 
Mstep: Class 39 contains 52849 members 
Mstep: Class 40 contains 2009 members 
Mstep: Class 41 contains 9475 members 
Mstep: Class 42 contains 1336 members 
Mstep: Class 43 contains 602 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036152.000000 Penalty: 150219.671875
Iteration 139Q: 46 clusters Score -1.150362e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 36994 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59724 members 
Mstep: Class 5 contains 37016 members 
Mstep: Class 6 contains 5340 members 
Mstep: Class 7 contains 7691 members 
Mstep: Class 8 contains 1924 members 
Mstep: Class 9 contains 28524 members 
Mstep: Class 10 contains 125 members 
Mstep: Class 11 contains 12820 members 
Mstep: Class 12 contains 34146 members 
Mstep: Class 13 contains 3619 members 
Mstep: Class 14 contains 10400 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 69247 members 
Mstep: Class 18 contains 4392 members 
Mstep: Class 19 contains 13746 members 
Mstep: Class 20 contains 75141 members 
Mstep: Class 21 contains 30264 members 
Mstep: Class 22 contains 21176 members 
Mstep: Class 23 contains 5110 members 
Mstep: Class 24 contains 4567 members 
Mstep: Class 26 contains 5104 members 
Mstep: Class 27 contains 7197 members 
Mstep: Class 28 contains 12313 members 
Mstep: Class 29 contains 2904 members 
Mstep: Class 30 contains 6299 members 
Mstep: Class 31 contains 11454 members 
Mstep: Class 32 contains 10632 members 
Mstep: Class 33 contains 1804 members 
Mstep: Class 34 contains 58279 members 
Mstep: Class 35 contains 11598 members 
Mstep: Class 36 contains 4325 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2384 members 
Mstep: Class 39 contains 52845 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 9541 members 
Mstep: Class 42 contains 1339 members 
Mstep: Class 43 contains 602 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036168.000000 Penalty: 150219.671875
Iteration 140F: 46 clusters Score -1.150362e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 36989 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59732 members 
Mstep: Class 5 contains 37002 members 
Mstep: Class 6 contains 5346 members 
Mstep: Class 7 contains 7690 members 
Mstep: Class 8 contains 1924 members 
Mstep: Class 9 contains 28595 members 
Mstep: Class 10 contains 133 members 
Mstep: Class 11 contains 12802 members 
Mstep: Class 12 contains 34140 members 
Mstep: Class 13 contains 3619 members 
Mstep: Class 14 contains 10400 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 69255 members 
Mstep: Class 18 contains 4394 members 
Mstep: Class 19 contains 13743 members 
Mstep: Class 20 contains 75160 members 
Mstep: Class 21 contains 30276 members 
Mstep: Class 22 contains 21175 members 
Mstep: Class 23 contains 5118 members 
Mstep: Class 24 contains 4567 members 
Mstep: Class 26 contains 5115 members 
Mstep: Class 27 contains 7198 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 2904 members 
Mstep: Class 30 contains 6299 members 
Mstep: Class 31 contains 11426 members 
Mstep: Class 32 contains 10640 members 
Mstep: Class 33 contains 1812 members 
Mstep: Class 34 contains 58219 members 
Mstep: Class 35 contains 11601 members 
Mstep: Class 36 contains 4322 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2384 members 
Mstep: Class 39 contains 52848 members 
Mstep: Class 40 contains 2012 members 
Mstep: Class 41 contains 9613 members 
Mstep: Class 42 contains 1342 members 
Mstep: Class 43 contains 598 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036888.000000 Penalty: 150219.671875
Iteration 141Q: 46 clusters Score -1.150369e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 36992 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59752 members 
Mstep: Class 5 contains 36993 members 
Mstep: Class 6 contains 5348 members 
Mstep: Class 7 contains 7687 members 
Mstep: Class 8 contains 1924 members 
Mstep: Class 9 contains 28655 members 
Mstep: Class 10 contains 133 members 
Mstep: Class 11 contains 12786 members 
Mstep: Class 12 contains 34137 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10399 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 69266 members 
Mstep: Class 18 contains 4395 members 
Mstep: Class 19 contains 13739 members 
Mstep: Class 20 contains 75171 members 
Mstep: Class 21 contains 30281 members 
Mstep: Class 22 contains 21178 members 
Mstep: Class 23 contains 5126 members 
Mstep: Class 24 contains 4567 members 
Mstep: Class 26 contains 5126 members 
Mstep: Class 27 contains 7198 members 
Mstep: Class 28 contains 12318 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 6299 members 
Mstep: Class 31 contains 11406 members 
Mstep: Class 32 contains 10648 members 
Mstep: Class 33 contains 1812 members 
Mstep: Class 34 contains 58161 members 
Mstep: Class 35 contains 11606 members 
Mstep: Class 36 contains 4319 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2384 members 
Mstep: Class 39 contains 52858 members 
Mstep: Class 40 contains 2012 members 
Mstep: Class 41 contains 9680 members 
Mstep: Class 42 contains 1344 members 
Mstep: Class 43 contains 608 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036624.000000 Penalty: 150219.671875
Iteration 142Q: 46 clusters Score -1.150366e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 36985 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59756 members 
Mstep: Class 5 contains 36985 members 
Mstep: Class 6 contains 5352 members 
Mstep: Class 7 contains 7687 members 
Mstep: Class 8 contains 1923 members 
Mstep: Class 9 contains 28704 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 12773 members 
Mstep: Class 12 contains 34135 members 
Mstep: Class 13 contains 3617 members 
Mstep: Class 14 contains 10400 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 69285 members 
Mstep: Class 18 contains 4396 members 
Mstep: Class 19 contains 13738 members 
Mstep: Class 20 contains 75177 members 
Mstep: Class 21 contains 30275 members 
Mstep: Class 22 contains 21186 members 
Mstep: Class 23 contains 5134 members 
Mstep: Class 24 contains 4567 members 
Mstep: Class 26 contains 5132 members 
Mstep: Class 27 contains 7198 members 
Mstep: Class 28 contains 12318 members 
Mstep: Class 29 contains 2906 members 
Mstep: Class 30 contains 6298 members 
Mstep: Class 31 contains 11393 members 
Mstep: Class 32 contains 10654 members 
Mstep: Class 33 contains 1820 members 
Mstep: Class 34 contains 58131 members 
Mstep: Class 35 contains 11605 members 
Mstep: Class 36 contains 4319 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2384 members 
Mstep: Class 39 contains 52858 members 
Mstep: Class 40 contains 2012 members 
Mstep: Class 41 contains 9749 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 609 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036632.000000 Penalty: 150219.671875
Iteration 143Q: 46 clusters Score -1.150366e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 36971 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59756 members 
Mstep: Class 5 contains 36984 members 
Mstep: Class 6 contains 5358 members 
Mstep: Class 7 contains 7687 members 
Mstep: Class 8 contains 1923 members 
Mstep: Class 9 contains 28751 members 
Mstep: Class 10 contains 133 members 
Mstep: Class 11 contains 12763 members 
Mstep: Class 12 contains 34129 members 
Mstep: Class 13 contains 3617 members 
Mstep: Class 14 contains 10400 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 69305 members 
Mstep: Class 18 contains 4398 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75182 members 
Mstep: Class 21 contains 30270 members 
Mstep: Class 22 contains 21190 members 
Mstep: Class 23 contains 5139 members 
Mstep: Class 24 contains 4567 members 
Mstep: Class 26 contains 5139 members 
Mstep: Class 27 contains 7198 members 
Mstep: Class 28 contains 12319 members 
Mstep: Class 29 contains 2906 members 
Mstep: Class 30 contains 6299 members 
Mstep: Class 31 contains 11384 members 
Mstep: Class 32 contains 10660 members 
Mstep: Class 33 contains 1827 members 
Mstep: Class 34 contains 58111 members 
Mstep: Class 35 contains 11605 members 
Mstep: Class 36 contains 4316 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2384 members 
Mstep: Class 39 contains 52860 members 
Mstep: Class 40 contains 2012 members 
Mstep: Class 41 contains 9819 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 611 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036632.000000 Penalty: 150219.671875
Iteration 144Q: 46 clusters Score -1.150366e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 36961 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59763 members 
Mstep: Class 5 contains 36982 members 
Mstep: Class 6 contains 5362 members 
Mstep: Class 7 contains 7687 members 
Mstep: Class 8 contains 1923 members 
Mstep: Class 9 contains 28795 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 12746 members 
Mstep: Class 12 contains 34126 members 
Mstep: Class 13 contains 3617 members 
Mstep: Class 14 contains 10402 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 69296 members 
Mstep: Class 18 contains 4399 members 
Mstep: Class 19 contains 13732 members 
Mstep: Class 20 contains 75191 members 
Mstep: Class 21 contains 30265 members 
Mstep: Class 22 contains 21186 members 
Mstep: Class 23 contains 5143 members 
Mstep: Class 24 contains 4566 members 
Mstep: Class 26 contains 5153 members 
Mstep: Class 27 contains 7198 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 2907 members 
Mstep: Class 30 contains 6299 members 
Mstep: Class 31 contains 11375 members 
Mstep: Class 32 contains 10667 members 
Mstep: Class 33 contains 1831 members 
Mstep: Class 34 contains 58091 members 
Mstep: Class 35 contains 11609 members 
Mstep: Class 36 contains 4316 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2384 members 
Mstep: Class 39 contains 52865 members 
Mstep: Class 40 contains 2012 members 
Mstep: Class 41 contains 9892 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 615 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036816.000000 Penalty: 150219.671875
Iteration 145Q: 46 clusters Score -1.150368e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 36941 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59768 members 
Mstep: Class 5 contains 36982 members 
Mstep: Class 6 contains 5363 members 
Mstep: Class 7 contains 7687 members 
Mstep: Class 8 contains 1923 members 
Mstep: Class 9 contains 28843 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 12723 members 
Mstep: Class 12 contains 34124 members 
Mstep: Class 13 contains 3617 members 
Mstep: Class 14 contains 10402 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 69283 members 
Mstep: Class 18 contains 4399 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75199 members 
Mstep: Class 21 contains 30251 members 
Mstep: Class 22 contains 21188 members 
Mstep: Class 23 contains 5147 members 
Mstep: Class 24 contains 4566 members 
Mstep: Class 26 contains 5169 members 
Mstep: Class 27 contains 7199 members 
Mstep: Class 28 contains 12312 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6299 members 
Mstep: Class 31 contains 11378 members 
Mstep: Class 32 contains 10676 members 
Mstep: Class 33 contains 1837 members 
Mstep: Class 34 contains 58076 members 
Mstep: Class 35 contains 11608 members 
Mstep: Class 36 contains 4319 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2384 members 
Mstep: Class 39 contains 52872 members 
Mstep: Class 40 contains 2012 members 
Mstep: Class 41 contains 9976 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 616 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036760.000000 Penalty: 150219.671875
Iteration 146Q: 46 clusters Score -1.150368e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 36927 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59753 members 
Mstep: Class 5 contains 36977 members 
Mstep: Class 6 contains 5367 members 
Mstep: Class 7 contains 7687 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 28889 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 12707 members 
Mstep: Class 12 contains 34124 members 
Mstep: Class 13 contains 3617 members 
Mstep: Class 14 contains 10401 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 69281 members 
Mstep: Class 18 contains 4402 members 
Mstep: Class 19 contains 13726 members 
Mstep: Class 20 contains 75205 members 
Mstep: Class 21 contains 30248 members 
Mstep: Class 22 contains 21173 members 
Mstep: Class 23 contains 5152 members 
Mstep: Class 24 contains 4566 members 
Mstep: Class 26 contains 5189 members 
Mstep: Class 27 contains 7201 members 
Mstep: Class 28 contains 12311 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6299 members 
Mstep: Class 31 contains 11374 members 
Mstep: Class 32 contains 10672 members 
Mstep: Class 33 contains 1848 members 
Mstep: Class 34 contains 58052 members 
Mstep: Class 35 contains 11608 members 
Mstep: Class 36 contains 4330 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2384 members 
Mstep: Class 39 contains 52871 members 
Mstep: Class 40 contains 2012 members 
Mstep: Class 41 contains 10067 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 615 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036944.000000 Penalty: 150219.671875
Iteration 147Q: 46 clusters Score -1.150369e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 36915 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59755 members 
Mstep: Class 5 contains 36971 members 
Mstep: Class 6 contains 5370 members 
Mstep: Class 7 contains 7686 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 28932 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 12686 members 
Mstep: Class 12 contains 34131 members 
Mstep: Class 13 contains 3617 members 
Mstep: Class 14 contains 10401 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 69254 members 
Mstep: Class 18 contains 4400 members 
Mstep: Class 19 contains 13724 members 
Mstep: Class 20 contains 75209 members 
Mstep: Class 21 contains 30245 members 
Mstep: Class 22 contains 21171 members 
Mstep: Class 23 contains 5157 members 
Mstep: Class 24 contains 4566 members 
Mstep: Class 26 contains 5209 members 
Mstep: Class 27 contains 7205 members 
Mstep: Class 28 contains 12314 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6299 members 
Mstep: Class 31 contains 11348 members 
Mstep: Class 32 contains 10680 members 
Mstep: Class 33 contains 1859 members 
Mstep: Class 34 contains 58024 members 
Mstep: Class 35 contains 11603 members 
Mstep: Class 36 contains 4338 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2384 members 
Mstep: Class 39 contains 52870 members 
Mstep: Class 40 contains 2012 members 
Mstep: Class 41 contains 10174 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 615 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037128.000000 Penalty: 150219.671875
Iteration 148Q: 46 clusters Score -1.150371e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 36895 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59734 members 
Mstep: Class 5 contains 36962 members 
Mstep: Class 6 contains 5376 members 
Mstep: Class 7 contains 7686 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 28968 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 12666 members 
Mstep: Class 12 contains 34133 members 
Mstep: Class 13 contains 3617 members 
Mstep: Class 14 contains 10401 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 69246 members 
Mstep: Class 18 contains 4400 members 
Mstep: Class 19 contains 13716 members 
Mstep: Class 20 contains 75214 members 
Mstep: Class 21 contains 30243 members 
Mstep: Class 22 contains 21171 members 
Mstep: Class 23 contains 5164 members 
Mstep: Class 24 contains 4566 members 
Mstep: Class 26 contains 5228 members 
Mstep: Class 27 contains 7208 members 
Mstep: Class 28 contains 12313 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6300 members 
Mstep: Class 31 contains 11335 members 
Mstep: Class 32 contains 10678 members 
Mstep: Class 33 contains 1876 members 
Mstep: Class 34 contains 58002 members 
Mstep: Class 35 contains 11603 members 
Mstep: Class 36 contains 4346 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2384 members 
Mstep: Class 39 contains 52874 members 
Mstep: Class 40 contains 2012 members 
Mstep: Class 41 contains 10275 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 615 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037344.000000 Penalty: 150219.671875
Iteration 149Q: 46 clusters Score -1.150373e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 36878 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59733 members 
Mstep: Class 5 contains 36951 members 
Mstep: Class 6 contains 5381 members 
Mstep: Class 7 contains 7686 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29009 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 12644 members 
Mstep: Class 12 contains 34132 members 
Mstep: Class 13 contains 3617 members 
Mstep: Class 14 contains 10399 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 69209 members 
Mstep: Class 18 contains 4403 members 
Mstep: Class 19 contains 13712 members 
Mstep: Class 20 contains 75226 members 
Mstep: Class 21 contains 30242 members 
Mstep: Class 22 contains 21160 members 
Mstep: Class 23 contains 5168 members 
Mstep: Class 24 contains 4566 members 
Mstep: Class 26 contains 5246 members 
Mstep: Class 27 contains 7211 members 
Mstep: Class 28 contains 12311 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6299 members 
Mstep: Class 31 contains 11316 members 
Mstep: Class 32 contains 10676 members 
Mstep: Class 33 contains 1891 members 
Mstep: Class 34 contains 57980 members 
Mstep: Class 35 contains 11609 members 
Mstep: Class 36 contains 4344 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2386 members 
Mstep: Class 39 contains 52876 members 
Mstep: Class 40 contains 2012 members 
Mstep: Class 41 contains 10379 members 
Mstep: Class 42 contains 1347 members 
Mstep: Class 43 contains 614 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037352.000000 Penalty: 150219.671875
Iteration 150Q: 46 clusters Score -1.150374e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 36861 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59726 members 
Mstep: Class 5 contains 36948 members 
Mstep: Class 6 contains 5383 members 
Mstep: Class 7 contains 7686 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 29044 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 12627 members 
Mstep: Class 12 contains 34125 members 
Mstep: Class 13 contains 3617 members 
Mstep: Class 14 contains 10399 members 
Mstep: Class 15 contains 3936 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 69175 members 
Mstep: Class 18 contains 4400 members 
Mstep: Class 19 contains 13709 members 
Mstep: Class 20 contains 75233 members 
Mstep: Class 21 contains 30238 members 
Mstep: Class 22 contains 21150 members 
Mstep: Class 23 contains 5172 members 
Mstep: Class 24 contains 4566 members 
Mstep: Class 26 contains 5260 members 
Mstep: Class 27 contains 7214 members 
Mstep: Class 28 contains 12307 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6299 members 
Mstep: Class 31 contains 11309 members 
Mstep: Class 32 contains 10684 members 
Mstep: Class 33 contains 1914 members 
Mstep: Class 34 contains 57956 members 
Mstep: Class 35 contains 11613 members 
Mstep: Class 36 contains 4344 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2386 members 
Mstep: Class 39 contains 52878 members 
Mstep: Class 40 contains 2012 members 
Mstep: Class 41 contains 10469 members 
Mstep: Class 42 contains 1347 members 
Mstep: Class 43 contains 614 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037384.000000 Penalty: 150219.671875
Iteration 151Q: 46 clusters Score -1.150374e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 36858 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59733 members 
Mstep: Class 5 contains 36942 members 
Mstep: Class 6 contains 5387 members 
Mstep: Class 7 contains 7686 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 29069 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 12591 members 
Mstep: Class 12 contains 34127 members 
Mstep: Class 13 contains 3617 members 
Mstep: Class 14 contains 10398 members 
Mstep: Class 15 contains 3936 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 69131 members 
Mstep: Class 18 contains 4401 members 
Mstep: Class 19 contains 13708 members 
Mstep: Class 20 contains 75237 members 
Mstep: Class 21 contains 30237 members 
Mstep: Class 22 contains 21126 members 
Mstep: Class 23 contains 5178 members 
Mstep: Class 24 contains 4566 members 
Mstep: Class 26 contains 5280 members 
Mstep: Class 27 contains 7217 members 
Mstep: Class 28 contains 12306 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6299 members 
Mstep: Class 31 contains 11309 members 
Mstep: Class 32 contains 10690 members 
Mstep: Class 33 contains 1947 members 
Mstep: Class 34 contains 57949 members 
Mstep: Class 35 contains 11619 members 
Mstep: Class 36 contains 4342 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2386 members 
Mstep: Class 39 contains 52875 members 
Mstep: Class 40 contains 2012 members 
Mstep: Class 41 contains 10534 members 
Mstep: Class 42 contains 1347 members 
Mstep: Class 43 contains 614 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037448.000000 Penalty: 150219.671875
Iteration 152Q: 46 clusters Score -1.150374e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 36838 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59732 members 
Mstep: Class 5 contains 36926 members 
Mstep: Class 6 contains 5386 members 
Mstep: Class 7 contains 7686 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 29101 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 12563 members 
Mstep: Class 12 contains 34125 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 10396 members 
Mstep: Class 15 contains 3936 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 69094 members 
Mstep: Class 18 contains 4404 members 
Mstep: Class 19 contains 13703 members 
Mstep: Class 20 contains 75251 members 
Mstep: Class 21 contains 30239 members 
Mstep: Class 22 contains 21103 members 
Mstep: Class 23 contains 5182 members 
Mstep: Class 24 contains 4565 members 
Mstep: Class 26 contains 5307 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12307 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6298 members 
Mstep: Class 31 contains 11304 members 
Mstep: Class 32 contains 10697 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 57931 members 
Mstep: Class 35 contains 11624 members 
Mstep: Class 36 contains 4344 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2386 members 
Mstep: Class 39 contains 52877 members 
Mstep: Class 40 contains 2012 members 
Mstep: Class 41 contains 10608 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 615 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037384.000000 Penalty: 150219.671875
Iteration 153Q: 46 clusters Score -1.150374e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 36824 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59732 members 
Mstep: Class 5 contains 36916 members 
Mstep: Class 6 contains 5386 members 
Mstep: Class 7 contains 7686 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29135 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 12525 members 
Mstep: Class 12 contains 34124 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 10398 members 
Mstep: Class 15 contains 3936 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 69071 members 
Mstep: Class 18 contains 4405 members 
Mstep: Class 19 contains 13704 members 
Mstep: Class 20 contains 75257 members 
Mstep: Class 21 contains 30234 members 
Mstep: Class 22 contains 21067 members 
Mstep: Class 23 contains 5186 members 
Mstep: Class 24 contains 4565 members 
Mstep: Class 26 contains 5337 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12307 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6297 members 
Mstep: Class 31 contains 11303 members 
Mstep: Class 32 contains 10698 members 
Mstep: Class 33 contains 2032 members 
Mstep: Class 34 contains 57910 members 
Mstep: Class 35 contains 11629 members 
Mstep: Class 36 contains 4346 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2387 members 
Mstep: Class 39 contains 52875 members 
Mstep: Class 40 contains 2012 members 
Mstep: Class 41 contains 10671 members 
Mstep: Class 42 contains 1349 members 
Mstep: Class 43 contains 618 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037744.000000 Penalty: 150219.671875
Iteration 154Q: 46 clusters Score -1.150377e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 36813 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59753 members 
Mstep: Class 5 contains 36907 members 
Mstep: Class 6 contains 5386 members 
Mstep: Class 7 contains 7687 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 29177 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 12465 members 
Mstep: Class 12 contains 34132 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 10395 members 
Mstep: Class 15 contains 3936 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 69041 members 
Mstep: Class 18 contains 4408 members 
Mstep: Class 19 contains 13708 members 
Mstep: Class 20 contains 75257 members 
Mstep: Class 21 contains 30230 members 
Mstep: Class 22 contains 21046 members 
Mstep: Class 23 contains 5192 members 
Mstep: Class 24 contains 4565 members 
Mstep: Class 26 contains 5382 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12304 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6294 members 
Mstep: Class 31 contains 11300 members 
Mstep: Class 32 contains 10692 members 
Mstep: Class 33 contains 2069 members 
Mstep: Class 34 contains 57877 members 
Mstep: Class 35 contains 11641 members 
Mstep: Class 36 contains 4344 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2388 members 
Mstep: Class 39 contains 52874 members 
Mstep: Class 40 contains 2012 members 
Mstep: Class 41 contains 10716 members 
Mstep: Class 42 contains 1356 members 
Mstep: Class 43 contains 621 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037424.000000 Penalty: 150219.671875
Iteration 155Q: 46 clusters Score -1.150374e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 36791 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59757 members 
Mstep: Class 5 contains 36906 members 
Mstep: Class 6 contains 5385 members 
Mstep: Class 7 contains 7688 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29231 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 12409 members 
Mstep: Class 12 contains 34133 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 10395 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 69012 members 
Mstep: Class 18 contains 4410 members 
Mstep: Class 19 contains 13710 members 
Mstep: Class 20 contains 75256 members 
Mstep: Class 21 contains 30223 members 
Mstep: Class 22 contains 21036 members 
Mstep: Class 23 contains 5198 members 
Mstep: Class 24 contains 4565 members 
Mstep: Class 26 contains 5423 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12300 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6291 members 
Mstep: Class 31 contains 11292 members 
Mstep: Class 32 contains 10696 members 
Mstep: Class 33 contains 2101 members 
Mstep: Class 34 contains 57845 members 
Mstep: Class 35 contains 11650 members 
Mstep: Class 36 contains 4343 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2389 members 
Mstep: Class 39 contains 52873 members 
Mstep: Class 40 contains 2013 members 
Mstep: Class 41 contains 10775 members 
Mstep: Class 42 contains 1359 members 
Mstep: Class 43 contains 622 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037736.000000 Penalty: 150219.671875
Iteration 156Q: 46 clusters Score -1.150377e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 36772 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59784 members 
Mstep: Class 5 contains 36900 members 
Mstep: Class 6 contains 5393 members 
Mstep: Class 7 contains 7689 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29280 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 12331 members 
Mstep: Class 12 contains 34137 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 10394 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68962 members 
Mstep: Class 18 contains 4412 members 
Mstep: Class 19 contains 13715 members 
Mstep: Class 20 contains 75261 members 
Mstep: Class 21 contains 30210 members 
Mstep: Class 22 contains 21027 members 
Mstep: Class 23 contains 5207 members 
Mstep: Class 24 contains 4565 members 
Mstep: Class 26 contains 5472 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12300 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 11285 members 
Mstep: Class 32 contains 10710 members 
Mstep: Class 33 contains 2121 members 
Mstep: Class 34 contains 57818 members 
Mstep: Class 35 contains 11652 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2389 members 
Mstep: Class 39 contains 52867 members 
Mstep: Class 40 contains 2014 members 
Mstep: Class 41 contains 10835 members 
Mstep: Class 42 contains 1365 members 
Mstep: Class 43 contains 622 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037552.000000 Penalty: 150219.671875
Iteration 157Q: 46 clusters Score -1.150376e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 36740 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59798 members 
Mstep: Class 5 contains 36898 members 
Mstep: Class 6 contains 5396 members 
Mstep: Class 7 contains 7689 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29323 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 12258 members 
Mstep: Class 12 contains 34138 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 10394 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68942 members 
Mstep: Class 18 contains 4413 members 
Mstep: Class 19 contains 13710 members 
Mstep: Class 20 contains 75264 members 
Mstep: Class 21 contains 30205 members 
Mstep: Class 22 contains 21021 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 4565 members 
Mstep: Class 26 contains 5521 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12303 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 11272 members 
Mstep: Class 32 contains 10732 members 
Mstep: Class 33 contains 2143 members 
Mstep: Class 34 contains 57808 members 
Mstep: Class 35 contains 11655 members 
Mstep: Class 36 contains 4323 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2389 members 
Mstep: Class 39 contains 52866 members 
Mstep: Class 40 contains 2014 members 
Mstep: Class 41 contains 10890 members 
Mstep: Class 42 contains 1368 members 
Mstep: Class 43 contains 622 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037648.000000 Penalty: 150219.671875
Iteration 158Q: 46 clusters Score -1.150376e+08 nChanged 524
Entering ConstructFrom: 
Score: -115037648.000000 Penalty: 150219.671875
Entering ConstructFrom: 
Trying to split cluster 1 (21087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Entering Unmasked Estep 
Score: -3389091.000000 Penalty: 2469.190186
	Iteration 0F: 2 clusters Score -3389091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -3374294.750000 Penalty: 4938.380371
	Iteration 0F: 3 clusters Score -3374295 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3379438.250000 Penalty: 4938.380371
	Iteration 1F: 3 clusters Score -3379438 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -3379967.000000 Penalty: 4938.380371
	Iteration 2F: 3 clusters Score -3379967 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -3380538.750000 Penalty: 4938.380371
	Iteration 3F: 3 clusters Score -3380539 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -3381210.500000 Penalty: 4938.380371
	Iteration 4F: 3 clusters Score -3381210 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -3382036.500000 Penalty: 4938.380371
	Iteration 5F: 3 clusters Score -3382036 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -3382877.250000 Penalty: 4938.380371
	Iteration 6F: 3 clusters Score -3382877 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -3383720.750000 Penalty: 4938.380371
	Iteration 7F: 3 clusters Score -3383721 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -3384404.250000 Penalty: 4938.380371
	Iteration 8Q: 3 clusters Score -3384404 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -3384931.000000 Penalty: 4938.380371
	Iteration 9Q: 3 clusters Score -3384931 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -3385333.250000 Penalty: 4938.380371
	Iteration 10Q: 3 clusters Score -3385333 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -3385673.500000 Penalty: 4938.380371
	Iteration 11Q: 3 clusters Score -3385674 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -3385913.000000 Penalty: 4938.380371
	Iteration 12Q: 3 clusters Score -3385913 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -3386114.500000 Penalty: 4938.380371
	Iteration 13Q: 3 clusters Score -3386114 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -3386273.750000 Penalty: 4938.380371
	Iteration 14Q: 3 clusters Score -3386274 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -3386398.000000 Penalty: 4938.380371
	Iteration 15Q: 3 clusters Score -3386398 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -3386507.250000 Penalty: 4938.380371
	Iteration 16Q: 3 clusters Score -3386507 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -3386602.750000 Penalty: 4938.380371
	Iteration 17Q: 3 clusters Score -3386603 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -3386707.750000 Penalty: 4938.380371
	Iteration 18Q: 3 clusters Score -3386708 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -3386802.750000 Penalty: 4938.380371
	Iteration 19Q: 3 clusters Score -3386803 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -3386897.000000 Penalty: 4938.380371
	Iteration 20F: 3 clusters Score -3386897 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -3387003.000000 Penalty: 4938.380371
	Iteration 21Q: 3 clusters Score -3387003 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3387082.000000 Penalty: 4938.380371
	Iteration 22Q: 3 clusters Score -3387082 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3387192.500000 Penalty: 4938.380371
	Iteration 23Q: 3 clusters Score -3387192 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3387254.500000 Penalty: 4938.380371
	Iteration 24Q: 3 clusters Score -3387254 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3387327.000000 Penalty: 4938.380371
	Iteration 25Q: 3 clusters Score -3387327 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3387358.750000 Penalty: 4938.380371
	Iteration 26Q: 3 clusters Score -3387359 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3387401.750000 Penalty: 4938.380371
	Iteration 27Q: 3 clusters Score -3387402 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3387436.500000 Penalty: 4938.380371
	Iteration 28Q: 3 clusters Score -3387436 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3387456.500000 Penalty: 4938.380371
	Iteration 29Q: 3 clusters Score -3387456 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3387469.000000 Penalty: 4938.380371
	Iteration 30Q: 3 clusters Score -3387469 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3387493.500000 Penalty: 4938.380371
	Iteration 31Q: 3 clusters Score -3387494 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -3387502.500000 Penalty: 4938.380371
	Iteration 32Q: 3 clusters Score -3387502 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3387522.250000 Penalty: 4938.380371
	Iteration 33Q: 3 clusters Score -3387522 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3387533.750000 Penalty: 4938.380371
	Iteration 34Q: 3 clusters Score -3387534 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3387555.000000 Penalty: 4938.380371
	Iteration 35Q: 3 clusters Score -3387555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3387571.750000 Penalty: 4938.380371
	Iteration 36Q: 3 clusters Score -3387572 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3387591.250000 Penalty: 4938.380371
	Iteration 37Q: 3 clusters Score -3387591 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3387596.500000 Penalty: 4938.380371
	Iteration 38Q: 3 clusters Score -3387596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3387607.500000 Penalty: 4938.380371
	Iteration 39Q: 3 clusters Score -3387608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3387629.750000 Penalty: 4938.380371
	Iteration 40F: 3 clusters Score -3387630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3387633.500000 Penalty: 4938.380371
	Iteration 41Q: 3 clusters Score -3387634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3387645.000000 Penalty: 4938.380371
	Iteration 42Q: 3 clusters Score -3387645 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3387652.250000 Penalty: 4938.380371
	Iteration 43Q: 3 clusters Score -3387652 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3387676.250000 Penalty: 4938.380371
	Iteration 44Q: 3 clusters Score -3387676 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3387684.750000 Penalty: 4938.380371
	Iteration 45Q: 3 clusters Score -3387685 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3387697.000000 Penalty: 4938.380371
	Iteration 46Q: 3 clusters Score -3387697 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3387702.500000 Penalty: 4938.380371
	Iteration 47Q: 3 clusters Score -3387702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3387718.250000 Penalty: 4938.380371
	Iteration 48Q: 3 clusters Score -3387718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3387731.750000 Penalty: 4938.380371
	Iteration 49Q: 3 clusters Score -3387732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3387741.500000 Penalty: 4938.380371
	Iteration 50Q: 3 clusters Score -3387742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3387752.500000 Penalty: 4938.380371
	Iteration 51Q: 3 clusters Score -3387752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3387753.000000 Penalty: 4938.380371
	Iteration 52Q: 3 clusters Score -3387753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3387757.750000 Penalty: 4938.380371
	Iteration 53Q: 3 clusters Score -3387758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3387764.750000 Penalty: 4938.380371
	Iteration 54Q: 3 clusters Score -3387765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3387764.250000 Penalty: 4938.380371
	Iteration 55Q: 3 clusters Score -3387764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3387774.250000 Penalty: 4938.380371
	Iteration 56Q: 3 clusters Score -3387774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3387770.250000 Penalty: 4938.380371
	Iteration 57Q: 3 clusters Score -3387770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3387778.000000 Penalty: 4938.380371
	Iteration 58Q: 3 clusters Score -3387778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3387783.750000 Penalty: 4938.380371
	Iteration 59Q: 3 clusters Score -3387784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3387787.750000 Penalty: 4938.380371
	Iteration 60F: 3 clusters Score -3387788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3387787.750000 Penalty: 4938.380371
	Iteration 61Q: 3 clusters Score -3387788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3387794.750000 Penalty: 4938.380371
	Iteration 62Q: 3 clusters Score -3387795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3387803.750000 Penalty: 4938.380371
	Iteration 63Q: 3 clusters Score -3387804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3387807.500000 Penalty: 4938.380371
	Iteration 64Q: 3 clusters Score -3387808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3387809.000000 Penalty: 4938.380371
	Iteration 65Q: 3 clusters Score -3387809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3387808.250000 Penalty: 4938.380371
	Iteration 66Q: 3 clusters Score -3387808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3387813.750000 Penalty: 4938.380371
	Iteration 67Q: 3 clusters Score -3387814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3387815.750000 Penalty: 4938.380371
	Iteration 68Q: 3 clusters Score -3387816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3387812.250000 Penalty: 4938.380371
	Iteration 69Q: 3 clusters Score -3387812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3387811.000000 Penalty: 4938.380371
	Iteration 70Q: 3 clusters Score -3387811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3387812.500000 Penalty: 4938.380371
	Iteration 71Q: 3 clusters Score -3387812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3387818.500000 Penalty: 4938.380371
	Iteration 72Q: 3 clusters Score -3387818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3387818.000000 Penalty: 4938.380371
	Iteration 73Q: 3 clusters Score -3387818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3387820.250000 Penalty: 4938.380371
	Iteration 74Q: 3 clusters Score -3387820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3387821.250000 Penalty: 4938.380371
	Iteration 75Q: 3 clusters Score -3387821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3387821.500000 Penalty: 4938.380371
	Iteration 76Q: 3 clusters Score -3387822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3387820.750000 Penalty: 4938.380371
	Iteration 77Q: 3 clusters Score -3387821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3387823.250000 Penalty: 4938.380371
	Iteration 78Q: 3 clusters Score -3387823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3387817.500000 Penalty: 4938.380371
	Iteration 79Q: 3 clusters Score -3387818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3387817.500000 Penalty: 4938.380371
	Iteration 80F: 3 clusters Score -3387818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Entering Unmasked Estep 
Score: -5947268.000000 Penalty: 2606.692871
	Iteration 0F: 2 clusters Score -5947268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -5922313.500000 Penalty: 5213.385742
	Iteration 0F: 3 clusters Score -5922314 nChanged 16665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -5931662.000000 Penalty: 5213.385742
	Iteration 1F: 3 clusters Score -5931662 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -5932351.000000 Penalty: 5213.385742
	Iteration 2F: 3 clusters Score -5932351 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -5933136.000000 Penalty: 5213.385742
	Iteration 3Q: 3 clusters Score -5933136 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -5934014.500000 Penalty: 5213.385742
	Iteration 4F: 3 clusters Score -5934014 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -5935099.500000 Penalty: 5213.385742
	Iteration 5F: 3 clusters Score -5935100 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -5936379.000000 Penalty: 5213.385742
	Iteration 6F: 3 clusters Score -5936379 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -5937712.500000 Penalty: 5213.385742
	Iteration 7F: 3 clusters Score -5937712 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -5938974.500000 Penalty: 5213.385742
	Iteration 8F: 3 clusters Score -5938974 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -5940176.000000 Penalty: 5213.385742
	Iteration 9F: 3 clusters Score -5940176 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -5941183.500000 Penalty: 5213.385742
	Iteration 10Q: 3 clusters Score -5941184 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -5941931.000000 Penalty: 5213.385742
	Iteration 11Q: 3 clusters Score -5941931 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -5942445.000000 Penalty: 5213.385742
	Iteration 12Q: 3 clusters Score -5942445 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -5942668.500000 Penalty: 5213.385742
	Iteration 13Q: 3 clusters Score -5942668 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -5942806.000000 Penalty: 5213.385742
	Iteration 14Q: 3 clusters Score -5942806 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -5942918.500000 Penalty: 5213.385742
	Iteration 15Q: 3 clusters Score -5942918 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -5942979.000000 Penalty: 5213.385742
	Iteration 16Q: 3 clusters Score -5942979 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -5943022.500000 Penalty: 5213.385742
	Iteration 17Q: 3 clusters Score -5943022 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -5943078.500000 Penalty: 5213.385742
	Iteration 18Q: 3 clusters Score -5943078 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -5943102.500000 Penalty: 5213.385742
	Iteration 19Q: 3 clusters Score -5943102 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -5943096.500000 Penalty: 5213.385742
	Iteration 20F: 3 clusters Score -5943096 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -5943109.500000 Penalty: 5213.385742
	Iteration 21Q: 3 clusters Score -5943110 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -5943142.000000 Penalty: 5213.385742
	Iteration 22Q: 3 clusters Score -5943142 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -5943128.000000 Penalty: 5213.385742
	Iteration 23Q: 3 clusters Score -5943128 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -5943134.500000 Penalty: 5213.385742
	Iteration 24Q: 3 clusters Score -5943134 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -5943142.500000 Penalty: 5213.385742
	Iteration 25Q: 3 clusters Score -5943142 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -5943130.000000 Penalty: 5213.385742
	Iteration 26Q: 3 clusters Score -5943130 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -5943127.000000 Penalty: 5213.385742
	Iteration 27Q: 3 clusters Score -5943127 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -5943150.000000 Penalty: 5213.385742
	Iteration 28Q: 3 clusters Score -5943150 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -5943182.500000 Penalty: 5213.385742
	Iteration 29Q: 3 clusters Score -5943182 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -5943173.500000 Penalty: 5213.385742
	Iteration 30Q: 3 clusters Score -5943174 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -5943173.500000 Penalty: 5213.385742
	Iteration 31Q: 3 clusters Score -5943174 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -5943187.500000 Penalty: 5213.385742
	Iteration 32Q: 3 clusters Score -5943188 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -5943209.500000 Penalty: 5213.385742
	Iteration 33Q: 3 clusters Score -5943210 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -5943216.500000 Penalty: 5213.385742
	Iteration 34Q: 3 clusters Score -5943216 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -5943208.000000 Penalty: 5213.385742
	Iteration 35Q: 3 clusters Score -5943208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -5943209.500000 Penalty: 5213.385742
	Iteration 36Q: 3 clusters Score -5943210 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -5943203.000000 Penalty: 5213.385742
	Iteration 37Q: 3 clusters Score -5943203 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -5943218.000000 Penalty: 5213.385742
	Iteration 38Q: 3 clusters Score -5943218 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -5943219.500000 Penalty: 5213.385742
	Iteration 39Q: 3 clusters Score -5943220 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -5943224.000000 Penalty: 5213.385742
	Iteration 40F: 3 clusters Score -5943224 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -5943228.500000 Penalty: 5213.385742
	Iteration 41Q: 3 clusters Score -5943228 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -5943230.000000 Penalty: 5213.385742
	Iteration 42Q: 3 clusters Score -5943230 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -5943238.500000 Penalty: 5213.385742
	Iteration 43Q: 3 clusters Score -5943238 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -5943260.000000 Penalty: 5213.385742
	Iteration 44Q: 3 clusters Score -5943260 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -5943269.000000 Penalty: 5213.385742
	Iteration 45Q: 3 clusters Score -5943269 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -5943267.500000 Penalty: 5213.385742
	Iteration 46Q: 3 clusters Score -5943268 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -5943273.000000 Penalty: 5213.385742
	Iteration 47Q: 3 clusters Score -5943273 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -5943281.500000 Penalty: 5213.385742
	Iteration 48Q: 3 clusters Score -5943282 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -5943259.500000 Penalty: 5213.385742
	Iteration 49Q: 3 clusters Score -5943260 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -5943263.500000 Penalty: 5213.385742
	Iteration 50Q: 3 clusters Score -5943264 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -5943279.000000 Penalty: 5213.385742
	Iteration 51Q: 3 clusters Score -5943279 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -5943279.000000 Penalty: 5213.385742
	Iteration 52Q: 3 clusters Score -5943279 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -5943278.000000 Penalty: 5213.385742
	Iteration 53Q: 3 clusters Score -5943278 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -5943284.500000 Penalty: 5213.385742
	Iteration 54Q: 3 clusters Score -5943284 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -5943288.000000 Penalty: 5213.385742
	Iteration 55Q: 3 clusters Score -5943288 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -5943304.000000 Penalty: 5213.385742
	Iteration 56Q: 3 clusters Score -5943304 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -5943309.500000 Penalty: 5213.385742
	Iteration 57Q: 3 clusters Score -5943310 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -5943300.500000 Penalty: 5213.385742
	Iteration 58Q: 3 clusters Score -5943300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -5943309.500000 Penalty: 5213.385742
	Iteration 59Q: 3 clusters Score -5943310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -5943317.500000 Penalty: 5213.385742
	Iteration 60F: 3 clusters Score -5943318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5943312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5943326 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5943333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5943326 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5943330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5943336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5943342 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5943348 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5943355 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5943368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5943382 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5943390 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5943392 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5943386 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5943392 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5943396 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -5943405.500000 Penalty: 5213.385742
	Iteration 77Q: 3 clusters Score -5943406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -5943413.000000 Penalty: 5213.385742
	Iteration 78Q: 3 clusters Score -5943413 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5943417 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5943411 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5943422 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5943438 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5943446 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5943455 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5943468 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5943474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5943481 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5943470 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5943477 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5943485 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5943493 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5943484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5943492 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5943498 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5943512 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5943502 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5943516 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5943525 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5943534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5943543 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5943544 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5943559 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5943566 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5943560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5943568 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5943580 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5943583 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5943613 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5943616 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5943639 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5943659 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5943659 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5943680 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5943696 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5943714 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5943726 nChanged 140
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Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5943762 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5943789 nChanged 178
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Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5943816 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5943886 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5943922 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5943944 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5944021 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5944054 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5944100 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5944145 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5944212 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5944266 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5944318 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5944368 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -5944431.500000 Penalty: 5213.385742
	Iteration 131Q: 3 clusters Score -5944432 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5944483 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5944533 nChanged 206
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Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5944584 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5944630 nChanged 184
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Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5944658 nChanged 179
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Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5944708 nChanged 161
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Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5944744 nChanged 148
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Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5944770 nChanged 164
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Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5944858 nChanged 139
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Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5944888 nChanged 140
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Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5944925 nChanged 142
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Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5944940 nChanged 141
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Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5944979 nChanged 137
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Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5945025 nChanged 112
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Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5945034 nChanged 104
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Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5945064 nChanged 89
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Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 32963 members 
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	Iteration 148Q: 3 clusters Score -5945056 nChanged 91
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Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 33052 members 
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	Iteration 149Q: 3 clusters Score -5945084 nChanged 76
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Mstep: Class 1 contains 3588 members 
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	Iteration 150Q: 3 clusters Score -5945105 nChanged 88
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Mstep: Class 1 contains 3502 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5945118 nChanged 88
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Mstep: Class 1 contains 3420 members 
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Score: -5945130.000000 Penalty: 5213.385742
	Iteration 152Q: 3 clusters Score -5945130 nChanged 85
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Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -5945143.000000 Penalty: 5213.385742
	Iteration 153Q: 3 clusters Score -5945143 nChanged 78
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Mstep: Class 1 contains 3267 members 
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Entering Unmasked Estep 
Score: -5945154.500000 Penalty: 5213.385742
	Iteration 154Q: 3 clusters Score -5945154 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -5945168.500000 Penalty: 5213.385742
	Iteration 155Q: 3 clusters Score -5945168 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -5945176.000000 Penalty: 5213.385742
	Iteration 156Q: 3 clusters Score -5945176 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -5945187.000000 Penalty: 5213.385742
	Iteration 157Q: 3 clusters Score -5945187 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -5945203.500000 Penalty: 5213.385742
	Iteration 158Q: 3 clusters Score -5945204 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -5945210.500000 Penalty: 5213.385742
	Iteration 159Q: 3 clusters Score -5945210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -5945228.000000 Penalty: 5213.385742
	Iteration 160F: 3 clusters Score -5945228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -5945231.500000 Penalty: 5213.385742
	Iteration 161Q: 3 clusters Score -5945232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -5945251.000000 Penalty: 5213.385742
	Iteration 162Q: 3 clusters Score -5945251 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -5945251.000000 Penalty: 5213.385742
	Iteration 163Q: 3 clusters Score -5945251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -5945263.000000 Penalty: 5213.385742
	Iteration 164Q: 3 clusters Score -5945263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -5945266.000000 Penalty: 5213.385742
	Iteration 165Q: 3 clusters Score -5945266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -5945266.000000 Penalty: 5213.385742
	Iteration 166Q: 3 clusters Score -5945266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -5945266.500000 Penalty: 5213.385742
	Iteration 167Q: 3 clusters Score -5945266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -5945267.500000 Penalty: 5213.385742
	Iteration 168Q: 3 clusters Score -5945268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -5945268.000000 Penalty: 5213.385742
	Iteration 169Q: 3 clusters Score -5945268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -5945276.000000 Penalty: 5213.385742
	Iteration 170Q: 3 clusters Score -5945276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -5945271.500000 Penalty: 5213.385742
	Iteration 171Q: 3 clusters Score -5945272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -5945285.500000 Penalty: 5213.385742
	Iteration 172Q: 3 clusters Score -5945286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -5945302.500000 Penalty: 5213.385742
	Iteration 173Q: 3 clusters Score -5945302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -5945302.500000 Penalty: 5213.385742
	Iteration 174Q: 3 clusters Score -5945302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -5945303.000000 Penalty: 5213.385742
	Iteration 175Q: 3 clusters Score -5945303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -5945310.500000 Penalty: 5213.385742
	Iteration 176Q: 3 clusters Score -5945310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -5945307.500000 Penalty: 5213.385742
	Iteration 177Q: 3 clusters Score -5945308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -5945313.500000 Penalty: 5213.385742
	Iteration 178Q: 3 clusters Score -5945314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -5945311.500000 Penalty: 5213.385742
	Iteration 179Q: 3 clusters Score -5945312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -5945316.000000 Penalty: 5213.385742
	Iteration 180F: 3 clusters Score -5945316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -5945322.500000 Penalty: 5213.385742
	Iteration 181Q: 3 clusters Score -5945322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -5945337.500000 Penalty: 5213.385742
	Iteration 182Q: 3 clusters Score -5945338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -5945324.500000 Penalty: 5213.385742
	Iteration 183Q: 3 clusters Score -5945324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -5945324.500000 Penalty: 5213.385742
	Iteration 184Q: 3 clusters Score -5945324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -5945325.000000 Penalty: 5213.385742
	Iteration 185Q: 3 clusters Score -5945325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -5945329.500000 Penalty: 5213.385742
	Iteration 186Q: 3 clusters Score -5945330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -5945317.500000 Penalty: 5213.385742
	Iteration 187Q: 3 clusters Score -5945318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -5945321.000000 Penalty: 5213.385742
	Iteration 188Q: 3 clusters Score -5945321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -5945342.500000 Penalty: 5213.385742
	Iteration 189Q: 3 clusters Score -5945342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -5945333.500000 Penalty: 5213.385742
	Iteration 190Q: 3 clusters Score -5945334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -5945339.000000 Penalty: 5213.385742
	Iteration 191Q: 3 clusters Score -5945339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -5945335.500000 Penalty: 5213.385742
	Iteration 192Q: 3 clusters Score -5945336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -5945325.500000 Penalty: 5213.385742
	Iteration 193Q: 3 clusters Score -5945326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -5945334.500000 Penalty: 5213.385742
	Iteration 194Q: 3 clusters Score -5945334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -5945336.500000 Penalty: 5213.385742
	Iteration 195Q: 3 clusters Score -5945336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -5945340.500000 Penalty: 5213.385742
	Iteration 196Q: 3 clusters Score -5945340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -5945335.000000 Penalty: 5213.385742
	Iteration 197Q: 3 clusters Score -5945335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -5945339.000000 Penalty: 5213.385742
	Iteration 198Q: 3 clusters Score -5945339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -5945342.000000 Penalty: 5213.385742
	Iteration 199Q: 3 clusters Score -5945342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -5945340.000000 Penalty: 5213.385742
	Iteration 200F: 3 clusters Score -5945340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -5945340.000000 Penalty: 5213.385742
	Iteration 201Q: 3 clusters Score -5945340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -5945340.000000 Penalty: 5213.385742
	Iteration 202F: 3 clusters Score -5945340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -150560.421875 Penalty: 1700.663452
	Iteration 0F: 2 clusters Score -150560.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -148665.609375 Penalty: 3401.326904
	Iteration 0F: 3 clusters Score -148665.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -149018.468750 Penalty: 3401.326904
	Iteration 1F: 3 clusters Score -149018.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -149230.093750 Penalty: 3401.326904
	Iteration 2F: 3 clusters Score -149230.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -149473.609375 Penalty: 3401.326904
	Iteration 3F: 3 clusters Score -149473.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -149701.140625 Penalty: 3401.326904
	Iteration 4F: 3 clusters Score -149701.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -150025.812500 Penalty: 3401.326904
	Iteration 5F: 3 clusters Score -150025.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -150358.093750 Penalty: 3401.326904
	Iteration 6Q: 3 clusters Score -150358.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -150509.953125 Penalty: 3401.326904
	Iteration 7F: 3 clusters Score -150510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -150670.062500 Penalty: 3401.326904
	Iteration 8Q: 3 clusters Score -150670.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -150822.546875 Penalty: 3401.326904
	Iteration 9Q: 3 clusters Score -150822.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -150846.593750 Penalty: 3401.326904
	Iteration 10Q: 3 clusters Score -150846.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -150859.390625 Penalty: 3401.326904
	Iteration 11Q: 3 clusters Score -150859.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -150868.125000 Penalty: 3401.326904
	Iteration 12Q: 3 clusters Score -150868.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -150878.265625 Penalty: 3401.326904
	Iteration 13Q: 3 clusters Score -150878.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -150894.046875 Penalty: 3401.326904
	Iteration 14Q: 3 clusters Score -150894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -150924.859375 Penalty: 3401.326904
	Iteration 15Q: 3 clusters Score -150924.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -150969.593750 Penalty: 3401.326904
	Iteration 16Q: 3 clusters Score -150969.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -151011.656250 Penalty: 3401.326904
	Iteration 17Q: 3 clusters Score -151011.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -151013.296875 Penalty: 3401.326904
	Iteration 18Q: 3 clusters Score -151013.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -151013.296875 Penalty: 3401.326904
	Iteration 19F: 3 clusters Score -151013.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 36712 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 59788 members 
Mstep: Class 5 contains 36891 members 
Mstep: Class 6 contains 5399 members 
Mstep: Class 7 contains 7688 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29372 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 12175 members 
Mstep: Class 12 contains 34144 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 10393 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68925 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 13709 members 
Mstep: Class 20 contains 75264 members 
Mstep: Class 21 contains 30206 members 
Mstep: Class 22 contains 21019 members 
Mstep: Class 23 contains 5219 members 
Mstep: Class 24 contains 4564 members 
Mstep: Class 25 contains 329 members 
Mstep: Class 26 contains 5584 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12305 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 11271 members 
Mstep: Class 32 contains 10750 members 
Mstep: Class 33 contains 2159 members 
Mstep: Class 34 contains 57769 members 
Mstep: Class 35 contains 11655 members 
Mstep: Class 36 contains 4325 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2390 members 
Mstep: Class 39 contains 52870 members 
Mstep: Class 40 contains 2014 members 
Mstep: Class 41 contains 10953 members 
Mstep: Class 42 contains 1370 members 
Mstep: Class 43 contains 622 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7706 members 
Entering Unmasked Estep 
Score: -115036184.000000 Penalty: 153557.890625
Splitting cluster 3 changes total score from -115037648.000000 to -115036184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (59788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59788 members 
Entering Unmasked Estep 
Score: -10356935.000000 Penalty: 2727.642822
	Iteration 0F: 2 clusters Score -1.035694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -10320344.000000 Penalty: 5455.285645
	Iteration 0F: 3 clusters Score -1.032034e+07 nChanged 27800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -10335450.000000 Penalty: 5455.285645
	Iteration 1F: 3 clusters Score -1.033545e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -10336180.000000 Penalty: 5455.285645
	Iteration 2Q: 3 clusters Score -1.033618e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -10336937.000000 Penalty: 5455.285645
	Iteration 3Q: 3 clusters Score -1.033694e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -10337865.000000 Penalty: 5455.285645
	Iteration 4Q: 3 clusters Score -1.033786e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -10339036.000000 Penalty: 5455.285645
	Iteration 5Q: 3 clusters Score -1.033904e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -10340564.000000 Penalty: 5455.285645
	Iteration 6Q: 3 clusters Score -1.034056e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -10342525.000000 Penalty: 5455.285645
	Iteration 7F: 3 clusters Score -1.034252e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -10345144.000000 Penalty: 5455.285645
	Iteration 8F: 3 clusters Score -1.034514e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -10348384.000000 Penalty: 5455.285645
	Iteration 9F: 3 clusters Score -1.034838e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 52170 members 
Entering Unmasked Estep 
Score: -10351373.000000 Penalty: 5455.285645
	Iteration 10F: 3 clusters Score -1.035137e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -10353150.000000 Penalty: 5455.285645
	Iteration 11F: 3 clusters Score -1.035315e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -10354044.000000 Penalty: 5455.285645
	Iteration 12Q: 3 clusters Score -1.035404e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 58105 members 
Entering Unmasked Estep 
Score: -10354470.000000 Penalty: 5455.285645
	Iteration 13Q: 3 clusters Score -1.035447e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 58645 members 
Entering Unmasked Estep 
Score: -10354529.000000 Penalty: 5455.285645
	Iteration 14Q: 3 clusters Score -1.035453e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 58911 members 
Entering Unmasked Estep 
Score: -10354696.000000 Penalty: 5455.285645
	Iteration 15Q: 3 clusters Score -1.03547e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -10354744.000000 Penalty: 5455.285645
	Iteration 16Q: 3 clusters Score -1.035474e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 59120 members 
Entering Unmasked Estep 
Score: -10354804.000000 Penalty: 5455.285645
	Iteration 17Q: 3 clusters Score -1.03548e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 59157 members 
Entering Unmasked Estep 
Score: -10354809.000000 Penalty: 5455.285645
	Iteration 18Q: 3 clusters Score -1.035481e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -10354860.000000 Penalty: 5455.285645
	Iteration 19Q: 3 clusters Score -1.035486e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -10354861.000000 Penalty: 5455.285645
	Iteration 20F: 3 clusters Score -1.035486e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 59211 members 
Entering Unmasked Estep 
Score: -10354865.000000 Penalty: 5455.285645
	Iteration 21Q: 3 clusters Score -1.035486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -10354868.000000 Penalty: 5455.285645
	Iteration 22Q: 3 clusters Score -1.035487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -10354879.000000 Penalty: 5455.285645
	Iteration 23Q: 3 clusters Score -1.035488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 59225 members 
Entering Unmasked Estep 
Score: -10354870.000000 Penalty: 5455.285645
	Iteration 24Q: 3 clusters Score -1.035487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 59232 members 
Entering Unmasked Estep 
Score: -10354880.000000 Penalty: 5455.285645
	Iteration 25Q: 3 clusters Score -1.035488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 59238 members 
Entering Unmasked Estep 
Score: -10354894.000000 Penalty: 5455.285645
	Iteration 26Q: 3 clusters Score -1.035489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 59238 members 
Entering Unmasked Estep 
Score: -10354905.000000 Penalty: 5455.285645
	Iteration 27Q: 3 clusters Score -1.03549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 59239 members 
Entering Unmasked Estep 
Score: -10354918.000000 Penalty: 5455.285645
	Iteration 28Q: 3 clusters Score -1.035492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -10354912.000000 Penalty: 5455.285645
	Iteration 29Q: 3 clusters Score -1.035491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -10354913.000000 Penalty: 5455.285645
	Iteration 30Q: 3 clusters Score -1.035491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 59242 members 
Entering Unmasked Estep 
Score: -10354918.000000 Penalty: 5455.285645
	Iteration 31Q: 3 clusters Score -1.035492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 59246 members 
Entering Unmasked Estep 
Score: -10354926.000000 Penalty: 5455.285645
	Iteration 32Q: 3 clusters Score -1.035493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 59250 members 
Entering Unmasked Estep 
Score: -10354930.000000 Penalty: 5455.285645
	Iteration 33Q: 3 clusters Score -1.035493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 59255 members 
Entering Unmasked Estep 
Score: -10354933.000000 Penalty: 5455.285645
	Iteration 34Q: 3 clusters Score -1.035493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 59258 members 
Entering Unmasked Estep 
Score: -10354936.000000 Penalty: 5455.285645
	Iteration 35Q: 3 clusters Score -1.035494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 59261 members 
Entering Unmasked Estep 
Score: -10354935.000000 Penalty: 5455.285645
	Iteration 36Q: 3 clusters Score -1.035494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -10354935.000000 Penalty: 5455.285645
	Iteration 37Q: 3 clusters Score -1.035494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -10354935.000000 Penalty: 5455.285645
	Iteration 38F: 3 clusters Score -1.035494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Entering Unmasked Estep 
Score: -6231969.000000 Penalty: 2607.899414
	Iteration 0F: 2 clusters Score -6231969 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 18264 members 
Entering Unmasked Estep 
Score: -6207003.500000 Penalty: 5215.798828
	Iteration 0F: 3 clusters Score -6207004 nChanged 16799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -6216197.000000 Penalty: 5215.798828
	Iteration 1F: 3 clusters Score -6216197 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -6216852.500000 Penalty: 5215.798828
	Iteration 2Q: 3 clusters Score -6216852 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -6217668.000000 Penalty: 5215.798828
	Iteration 3F: 3 clusters Score -6217668 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -6218732.000000 Penalty: 5215.798828
	Iteration 4F: 3 clusters Score -6218732 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -6220044.000000 Penalty: 5215.798828
	Iteration 5F: 3 clusters Score -6220044 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -6221837.000000 Penalty: 5215.798828
	Iteration 6F: 3 clusters Score -6221837 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -6223946.500000 Penalty: 5215.798828
	Iteration 7F: 3 clusters Score -6223946 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -6225882.000000 Penalty: 5215.798828
	Iteration 8F: 3 clusters Score -6225882 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -6227408.000000 Penalty: 5215.798828
	Iteration 9Q: 3 clusters Score -6227408 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6228410.500000 Penalty: 5215.798828
	Iteration 10Q: 3 clusters Score -6228410 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6229040.000000 Penalty: 5215.798828
	Iteration 11Q: 3 clusters Score -6229040 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6229339.500000 Penalty: 5215.798828
	Iteration 12Q: 3 clusters Score -6229340 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6229540.500000 Penalty: 5215.798828
	Iteration 13Q: 3 clusters Score -6229540 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6229693.000000 Penalty: 5215.798828
	Iteration 14Q: 3 clusters Score -6229693 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6229804.000000 Penalty: 5215.798828
	Iteration 15Q: 3 clusters Score -6229804 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6229890.500000 Penalty: 5215.798828
	Iteration 16Q: 3 clusters Score -6229890 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6229953.500000 Penalty: 5215.798828
	Iteration 17Q: 3 clusters Score -6229954 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6230021.500000 Penalty: 5215.798828
	Iteration 18Q: 3 clusters Score -6230022 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6230097.000000 Penalty: 5215.798828
	Iteration 19Q: 3 clusters Score -6230097 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6230147.500000 Penalty: 5215.798828
	Iteration 20F: 3 clusters Score -6230148 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6230185.500000 Penalty: 5215.798828
	Iteration 21Q: 3 clusters Score -6230186 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6230216.500000 Penalty: 5215.798828
	Iteration 22Q: 3 clusters Score -6230216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6230243.500000 Penalty: 5215.798828
	Iteration 23Q: 3 clusters Score -6230244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6230287.000000 Penalty: 5215.798828
	Iteration 24Q: 3 clusters Score -6230287 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6230318.000000 Penalty: 5215.798828
	Iteration 25Q: 3 clusters Score -6230318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6230332.500000 Penalty: 5215.798828
	Iteration 26Q: 3 clusters Score -6230332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6230345.500000 Penalty: 5215.798828
	Iteration 27Q: 3 clusters Score -6230346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6230359.000000 Penalty: 5215.798828
	Iteration 28Q: 3 clusters Score -6230359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6230373.000000 Penalty: 5215.798828
	Iteration 29Q: 3 clusters Score -6230373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6230379.000000 Penalty: 5215.798828
	Iteration 30Q: 3 clusters Score -6230379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6230400.500000 Penalty: 5215.798828
	Iteration 31Q: 3 clusters Score -6230400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6230421.000000 Penalty: 5215.798828
	Iteration 32Q: 3 clusters Score -6230421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6230447.000000 Penalty: 5215.798828
	Iteration 33Q: 3 clusters Score -6230447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6230459.500000 Penalty: 5215.798828
	Iteration 34Q: 3 clusters Score -6230460 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6230496.500000 Penalty: 5215.798828
	Iteration 35Q: 3 clusters Score -6230496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6230526.500000 Penalty: 5215.798828
	Iteration 36Q: 3 clusters Score -6230526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6230536.500000 Penalty: 5215.798828
	Iteration 37Q: 3 clusters Score -6230536 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6230564.500000 Penalty: 5215.798828
	Iteration 38Q: 3 clusters Score -6230564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6230580.500000 Penalty: 5215.798828
	Iteration 39Q: 3 clusters Score -6230580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6230592.000000 Penalty: 5215.798828
	Iteration 40F: 3 clusters Score -6230592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6230620.500000 Penalty: 5215.798828
	Iteration 41Q: 3 clusters Score -6230620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6230636.500000 Penalty: 5215.798828
	Iteration 42Q: 3 clusters Score -6230636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6230667.000000 Penalty: 5215.798828
	Iteration 43Q: 3 clusters Score -6230667 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6230670.000000 Penalty: 5215.798828
	Iteration 44Q: 3 clusters Score -6230670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6230690.500000 Penalty: 5215.798828
	Iteration 45Q: 3 clusters Score -6230690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6230709.000000 Penalty: 5215.798828
	Iteration 46Q: 3 clusters Score -6230709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6230719.500000 Penalty: 5215.798828
	Iteration 47Q: 3 clusters Score -6230720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6230736.000000 Penalty: 5215.798828
	Iteration 48Q: 3 clusters Score -6230736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6230735.500000 Penalty: 5215.798828
	Iteration 49Q: 3 clusters Score -6230736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6230750.000000 Penalty: 5215.798828
	Iteration 50Q: 3 clusters Score -6230750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6230759.500000 Penalty: 5215.798828
	Iteration 51Q: 3 clusters Score -6230760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6230762.000000 Penalty: 5215.798828
	Iteration 52Q: 3 clusters Score -6230762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6230762.000000 Penalty: 5215.798828
	Iteration 53Q: 3 clusters Score -6230762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6230764.500000 Penalty: 5215.798828
	Iteration 54Q: 3 clusters Score -6230764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6230763.500000 Penalty: 5215.798828
	Iteration 55Q: 3 clusters Score -6230764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6230755.500000 Penalty: 5215.798828
	Iteration 56Q: 3 clusters Score -6230756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6230761.500000 Penalty: 5215.798828
	Iteration 57Q: 3 clusters Score -6230762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6230761.500000 Penalty: 5215.798828
	Iteration 58Q: 3 clusters Score -6230762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6230762.000000 Penalty: 5215.798828
	Iteration 59Q: 3 clusters Score -6230762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6230762.000000 Penalty: 5215.798828
	Iteration 60F: 3 clusters Score -6230762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Entering Unmasked Estep 
Score: -892919.750000 Penalty: 2131.304443
	Iteration 0F: 2 clusters Score -892919.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -888170.125000 Penalty: 4262.608887
	Iteration 0F: 3 clusters Score -888170.1 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -889370.125000 Penalty: 4262.608887
	Iteration 1F: 3 clusters Score -889370.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -889604.062500 Penalty: 4262.608887
	Iteration 2F: 3 clusters Score -889604.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -889738.625000 Penalty: 4262.608887
	Iteration 3F: 3 clusters Score -889738.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -889825.937500 Penalty: 4262.608887
	Iteration 4Q: 3 clusters Score -889825.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -889892.750000 Penalty: 4262.608887
	Iteration 5Q: 3 clusters Score -889892.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -889939.187500 Penalty: 4262.608887
	Iteration 6Q: 3 clusters Score -889939.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -889992.375000 Penalty: 4262.608887
	Iteration 7Q: 3 clusters Score -889992.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -890048.687500 Penalty: 4262.608887
	Iteration 8Q: 3 clusters Score -890048.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -890118.937500 Penalty: 4262.608887
	Iteration 9Q: 3 clusters Score -890118.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -890163.625000 Penalty: 4262.608887
	Iteration 10Q: 3 clusters Score -890163.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -890209.187500 Penalty: 4262.608887
	Iteration 11Q: 3 clusters Score -890209.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -890262.250000 Penalty: 4262.608887
	Iteration 12Q: 3 clusters Score -890262.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -890322.937500 Penalty: 4262.608887
	Iteration 13Q: 3 clusters Score -890322.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -890372.625000 Penalty: 4262.608887
	Iteration 14Q: 3 clusters Score -890372.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -890421.750000 Penalty: 4262.608887
	Iteration 15Q: 3 clusters Score -890421.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -890477.625000 Penalty: 4262.608887
	Iteration 16Q: 3 clusters Score -890477.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -890532.812500 Penalty: 4262.608887
	Iteration 17Q: 3 clusters Score -890532.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -890607.437500 Penalty: 4262.608887
	Iteration 18Q: 3 clusters Score -890607.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -890690.562500 Penalty: 4262.608887
	Iteration 19Q: 3 clusters Score -890690.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -890793.000000 Penalty: 4262.608887
	Iteration 20F: 3 clusters Score -890793 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -890867.062500 Penalty: 4262.608887
	Iteration 21Q: 3 clusters Score -890867.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -890938.437500 Penalty: 4262.608887
	Iteration 22Q: 3 clusters Score -890938.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -891008.312500 Penalty: 4262.608887
	Iteration 23Q: 3 clusters Score -891008.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -891068.875000 Penalty: 4262.608887
	Iteration 24Q: 3 clusters Score -891068.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -891126.437500 Penalty: 4262.608887
	Iteration 25Q: 3 clusters Score -891126.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -891172.687500 Penalty: 4262.608887
	Iteration 26Q: 3 clusters Score -891172.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -891205.812500 Penalty: 4262.608887
	Iteration 27Q: 3 clusters Score -891205.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -891236.437500 Penalty: 4262.608887
	Iteration 28Q: 3 clusters Score -891236.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -891279.062500 Penalty: 4262.608887
	Iteration 29Q: 3 clusters Score -891279.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -891310.500000 Penalty: 4262.608887
	Iteration 30Q: 3 clusters Score -891310.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -891334.375000 Penalty: 4262.608887
	Iteration 31Q: 3 clusters Score -891334.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -891343.375000 Penalty: 4262.608887
	Iteration 32Q: 3 clusters Score -891343.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -891349.687500 Penalty: 4262.608887
	Iteration 33Q: 3 clusters Score -891349.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -891358.187500 Penalty: 4262.608887
	Iteration 34Q: 3 clusters Score -891358.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -891360.250000 Penalty: 4262.608887
	Iteration 35Q: 3 clusters Score -891360.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -891364.500000 Penalty: 4262.608887
	Iteration 36Q: 3 clusters Score -891364.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -891364.937500 Penalty: 4262.608887
	Iteration 37Q: 3 clusters Score -891364.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -891367.875000 Penalty: 4262.608887
	Iteration 38Q: 3 clusters Score -891367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -891369.562500 Penalty: 4262.608887
	Iteration 39Q: 3 clusters Score -891369.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -891371.250000 Penalty: 4262.608887
	Iteration 40F: 3 clusters Score -891371.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -891371.500000 Penalty: 4262.608887
	Iteration 41Q: 3 clusters Score -891371.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -891372.437500 Penalty: 4262.608887
	Iteration 42Q: 3 clusters Score -891372.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -891372.812500 Penalty: 4262.608887
	Iteration 43Q: 3 clusters Score -891372.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -891373.062500 Penalty: 4262.608887
	Iteration 44Q: 3 clusters Score -891373.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -891372.437500 Penalty: 4262.608887
	Iteration 45Q: 3 clusters Score -891372.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -891372.437500 Penalty: 4262.608887
	Iteration 46F: 3 clusters Score -891372.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Entering Unmasked Estep 
Score: -1323417.375000 Penalty: 2218.959229
	Iteration 0F: 2 clusters Score -1323417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1317124.625000 Penalty: 4437.918457
	Iteration 0F: 3 clusters Score -1317125 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1318768.125000 Penalty: 4437.918457
	Iteration 1F: 3 clusters Score -1318768 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1319030.875000 Penalty: 4437.918457
	Iteration 2F: 3 clusters Score -1319031 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1319206.125000 Penalty: 4437.918457
	Iteration 3F: 3 clusters Score -1319206 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1319325.375000 Penalty: 4437.918457
	Iteration 4Q: 3 clusters Score -1319325 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1319430.375000 Penalty: 4437.918457
	Iteration 5Q: 3 clusters Score -1319430 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1319526.000000 Penalty: 4437.918457
	Iteration 6Q: 3 clusters Score -1319526 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1319627.250000 Penalty: 4437.918457
	Iteration 7Q: 3 clusters Score -1319627 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1319750.875000 Penalty: 4437.918457
	Iteration 8Q: 3 clusters Score -1319751 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1319915.750000 Penalty: 4437.918457
	Iteration 9Q: 3 clusters Score -1319916 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1320141.375000 Penalty: 4437.918457
	Iteration 10Q: 3 clusters Score -1320141 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1320413.250000 Penalty: 4437.918457
	Iteration 11Q: 3 clusters Score -1320413 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1320647.750000 Penalty: 4437.918457
	Iteration 12Q: 3 clusters Score -1320648 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1320839.500000 Penalty: 4437.918457
	Iteration 13Q: 3 clusters Score -1320840 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1320985.750000 Penalty: 4437.918457
	Iteration 14Q: 3 clusters Score -1320986 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1321103.375000 Penalty: 4437.918457
	Iteration 15Q: 3 clusters Score -1321103 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1321199.000000 Penalty: 4437.918457
	Iteration 16Q: 3 clusters Score -1321199 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1321274.750000 Penalty: 4437.918457
	Iteration 17Q: 3 clusters Score -1321275 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1321326.500000 Penalty: 4437.918457
	Iteration 18Q: 3 clusters Score -1321326 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1321362.750000 Penalty: 4437.918457
	Iteration 19Q: 3 clusters Score -1321363 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1321399.125000 Penalty: 4437.918457
	Iteration 20F: 3 clusters Score -1321399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1321426.125000 Penalty: 4437.918457
	Iteration 21Q: 3 clusters Score -1321426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1321440.500000 Penalty: 4437.918457
	Iteration 22Q: 3 clusters Score -1321440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1321452.625000 Penalty: 4437.918457
	Iteration 23Q: 3 clusters Score -1321453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1321459.250000 Penalty: 4437.918457
	Iteration 24Q: 3 clusters Score -1321459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1321468.875000 Penalty: 4437.918457
	Iteration 25Q: 3 clusters Score -1321469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1321472.750000 Penalty: 4437.918457
	Iteration 26Q: 3 clusters Score -1321473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1321472.500000 Penalty: 4437.918457
	Iteration 27Q: 3 clusters Score -1321472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1321476.875000 Penalty: 4437.918457
	Iteration 28Q: 3 clusters Score -1321477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1321478.625000 Penalty: 4437.918457
	Iteration 29Q: 3 clusters Score -1321479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1321479.750000 Penalty: 4437.918457
	Iteration 30Q: 3 clusters Score -1321480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1321479.000000 Penalty: 4437.918457
	Iteration 31Q: 3 clusters Score -1321479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1321479.625000 Penalty: 4437.918457
	Iteration 32Q: 3 clusters Score -1321480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1321480.375000 Penalty: 4437.918457
	Iteration 33Q: 3 clusters Score -1321480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1321480.250000 Penalty: 4437.918457
	Iteration 34Q: 3 clusters Score -1321480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1321482.375000 Penalty: 4437.918457
	Iteration 35Q: 3 clusters Score -1321482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1321482.750000 Penalty: 4437.918457
	Iteration 36Q: 3 clusters Score -1321483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1321488.000000 Penalty: 4437.918457
	Iteration 37Q: 3 clusters Score -1321488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1321487.625000 Penalty: 4437.918457
	Iteration 38Q: 3 clusters Score -1321488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1321486.250000 Penalty: 4437.918457
	Iteration 39Q: 3 clusters Score -1321486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1321489.750000 Penalty: 4437.918457
	Iteration 40F: 3 clusters Score -1321490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Entering Unmasked Estep 
Score: -299007.031250 Penalty: 1875.029053
	Iteration 0F: 2 clusters Score -299007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -296508.500000 Penalty: 3750.058105
	Iteration 0F: 3 clusters Score -296508.5 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -297029.000000 Penalty: 3750.058105
	Iteration 1F: 3 clusters Score -297029 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -297176.437500 Penalty: 3750.058105
	Iteration 2F: 3 clusters Score -297176.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -297272.812500 Penalty: 3750.058105
	Iteration 3F: 3 clusters Score -297272.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -297330.812500 Penalty: 3750.058105
	Iteration 4Q: 3 clusters Score -297330.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -297375.562500 Penalty: 3750.058105
	Iteration 5Q: 3 clusters Score -297375.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -297424.718750 Penalty: 3750.058105
	Iteration 6Q: 3 clusters Score -297424.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -297467.250000 Penalty: 3750.058105
	Iteration 7Q: 3 clusters Score -297467.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -297505.750000 Penalty: 3750.058105
	Iteration 8Q: 3 clusters Score -297505.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -297549.843750 Penalty: 3750.058105
	Iteration 9Q: 3 clusters Score -297549.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -297605.250000 Penalty: 3750.058105
	Iteration 10Q: 3 clusters Score -297605.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -297649.250000 Penalty: 3750.058105
	Iteration 11Q: 3 clusters Score -297649.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -297687.531250 Penalty: 3750.058105
	Iteration 12Q: 3 clusters Score -297687.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -297729.937500 Penalty: 3750.058105
	Iteration 13Q: 3 clusters Score -297729.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -297763.531250 Penalty: 3750.058105
	Iteration 14Q: 3 clusters Score -297763.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -297796.000000 Penalty: 3750.058105
	Iteration 15Q: 3 clusters Score -297796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -297828.812500 Penalty: 3750.058105
	Iteration 16Q: 3 clusters Score -297828.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -297851.125000 Penalty: 3750.058105
	Iteration 17Q: 3 clusters Score -297851.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -297878.437500 Penalty: 3750.058105
	Iteration 18Q: 3 clusters Score -297878.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -297900.718750 Penalty: 3750.058105
	Iteration 19Q: 3 clusters Score -297900.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -297927.437500 Penalty: 3750.058105
	Iteration 20F: 3 clusters Score -297927.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -297946.375000 Penalty: 3750.058105
	Iteration 21Q: 3 clusters Score -297946.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -297958.812500 Penalty: 3750.058105
	Iteration 22Q: 3 clusters Score -297958.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -297971.312500 Penalty: 3750.058105
	Iteration 23Q: 3 clusters Score -297971.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -297982.875000 Penalty: 3750.058105
	Iteration 24Q: 3 clusters Score -297982.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -297990.968750 Penalty: 3750.058105
	Iteration 25Q: 3 clusters Score -297991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -298003.687500 Penalty: 3750.058105
	Iteration 26Q: 3 clusters Score -298003.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -298013.218750 Penalty: 3750.058105
	Iteration 27Q: 3 clusters Score -298013.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -298020.500000 Penalty: 3750.058105
	Iteration 28Q: 3 clusters Score -298020.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -298024.718750 Penalty: 3750.058105
	Iteration 29Q: 3 clusters Score -298024.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -298029.312500 Penalty: 3750.058105
	Iteration 30Q: 3 clusters Score -298029.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -298034.500000 Penalty: 3750.058105
	Iteration 31Q: 3 clusters Score -298034.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -298038.125000 Penalty: 3750.058105
	Iteration 32Q: 3 clusters Score -298038.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -298040.656250 Penalty: 3750.058105
	Iteration 33Q: 3 clusters Score -298040.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -298042.718750 Penalty: 3750.058105
	Iteration 34Q: 3 clusters Score -298042.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -298046.625000 Penalty: 3750.058105
	Iteration 35Q: 3 clusters Score -298046.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -298047.906250 Penalty: 3750.058105
	Iteration 36Q: 3 clusters Score -298047.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -298048.968750 Penalty: 3750.058105
	Iteration 37Q: 3 clusters Score -298049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -298050.906250 Penalty: 3750.058105
	Iteration 38Q: 3 clusters Score -298050.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -298054.937500 Penalty: 3750.058105
	Iteration 39Q: 3 clusters Score -298054.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -298057.718750 Penalty: 3750.058105
	Iteration 40F: 3 clusters Score -298057.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -298060.937500 Penalty: 3750.058105
	Iteration 41Q: 3 clusters Score -298060.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -298063.156250 Penalty: 3750.058105
	Iteration 42Q: 3 clusters Score -298063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -298066.156250 Penalty: 3750.058105
	Iteration 43Q: 3 clusters Score -298066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -298072.093750 Penalty: 3750.058105
	Iteration 44Q: 3 clusters Score -298072.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -298073.687500 Penalty: 3750.058105
	Iteration 45Q: 3 clusters Score -298073.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -298077.000000 Penalty: 3750.058105
	Iteration 46Q: 3 clusters Score -298077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -298078.125000 Penalty: 3750.058105
	Iteration 47Q: 3 clusters Score -298078.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -298079.312500 Penalty: 3750.058105
	Iteration 48Q: 3 clusters Score -298079.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -298079.312500 Penalty: 3750.058105
	Iteration 49F: 3 clusters Score -298079.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Entering Unmasked Estep 
Score: -5143897.000000 Penalty: 2551.373535
	Iteration 0F: 2 clusters Score -5143897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -5123839.500000 Penalty: 5102.747070
	Iteration 0F: 3 clusters Score -5123840 nChanged 13068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -5130845.500000 Penalty: 5102.747070
	Iteration 1F: 3 clusters Score -5130846 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -5131211.000000 Penalty: 5102.747070
	Iteration 2Q: 3 clusters Score -5131211 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -5131460.500000 Penalty: 5102.747070
	Iteration 3Q: 3 clusters Score -5131460 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -5131685.000000 Penalty: 5102.747070
	Iteration 4Q: 3 clusters Score -5131685 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -5131883.000000 Penalty: 5102.747070
	Iteration 5Q: 3 clusters Score -5131883 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -5132016.000000 Penalty: 5102.747070
	Iteration 6Q: 3 clusters Score -5132016 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -5132131.000000 Penalty: 5102.747070
	Iteration 7Q: 3 clusters Score -5132131 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -5132232.000000 Penalty: 5102.747070
	Iteration 8Q: 3 clusters Score -5132232 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -5132343.500000 Penalty: 5102.747070
	Iteration 9Q: 3 clusters Score -5132344 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -5132468.500000 Penalty: 5102.747070
	Iteration 10Q: 3 clusters Score -5132468 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -5132591.000000 Penalty: 5102.747070
	Iteration 11Q: 3 clusters Score -5132591 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -5132753.500000 Penalty: 5102.747070
	Iteration 12Q: 3 clusters Score -5132754 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -5132968.000000 Penalty: 5102.747070
	Iteration 13Q: 3 clusters Score -5132968 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -5133297.000000 Penalty: 5102.747070
	Iteration 14Q: 3 clusters Score -5133297 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -5133755.000000 Penalty: 5102.747070
	Iteration 15Q: 3 clusters Score -5133755 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -5134437.000000 Penalty: 5102.747070
	Iteration 16Q: 3 clusters Score -5134437 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -5135381.000000 Penalty: 5102.747070
	Iteration 17Q: 3 clusters Score -5135381 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -5136434.500000 Penalty: 5102.747070
	Iteration 18F: 3 clusters Score -5136434 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -5137628.000000 Penalty: 5102.747070
	Iteration 19Q: 3 clusters Score -5137628 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -5138620.000000 Penalty: 5102.747070
	Iteration 20F: 3 clusters Score -5138620 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -5139406.500000 Penalty: 5102.747070
	Iteration 21Q: 3 clusters Score -5139406 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5140003.000000 Penalty: 5102.747070
	Iteration 22Q: 3 clusters Score -5140003 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5140467.500000 Penalty: 5102.747070
	Iteration 23Q: 3 clusters Score -5140468 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5140791.500000 Penalty: 5102.747070
	Iteration 24Q: 3 clusters Score -5140792 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5141059.000000 Penalty: 5102.747070
	Iteration 25Q: 3 clusters Score -5141059 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5141288.500000 Penalty: 5102.747070
	Iteration 26Q: 3 clusters Score -5141288 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5141425.000000 Penalty: 5102.747070
	Iteration 27Q: 3 clusters Score -5141425 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5141512.500000 Penalty: 5102.747070
	Iteration 28Q: 3 clusters Score -5141512 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5141558.000000 Penalty: 5102.747070
	Iteration 29Q: 3 clusters Score -5141558 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5141606.000000 Penalty: 5102.747070
	Iteration 30Q: 3 clusters Score -5141606 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5141651.000000 Penalty: 5102.747070
	Iteration 31Q: 3 clusters Score -5141651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5141678.000000 Penalty: 5102.747070
	Iteration 32Q: 3 clusters Score -5141678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5141681.500000 Penalty: 5102.747070
	Iteration 33Q: 3 clusters Score -5141682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5141702.000000 Penalty: 5102.747070
	Iteration 34Q: 3 clusters Score -5141702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5141712.000000 Penalty: 5102.747070
	Iteration 35Q: 3 clusters Score -5141712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5141721.000000 Penalty: 5102.747070
	Iteration 36Q: 3 clusters Score -5141721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5141730.000000 Penalty: 5102.747070
	Iteration 37Q: 3 clusters Score -5141730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5141733.000000 Penalty: 5102.747070
	Iteration 38Q: 3 clusters Score -5141733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5141736.000000 Penalty: 5102.747070
	Iteration 39Q: 3 clusters Score -5141736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5141732.500000 Penalty: 5102.747070
	Iteration 40F: 3 clusters Score -5141732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5141731.000000 Penalty: 5102.747070
	Iteration 41Q: 3 clusters Score -5141731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5141745.000000 Penalty: 5102.747070
	Iteration 42Q: 3 clusters Score -5141745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5141750.000000 Penalty: 5102.747070
	Iteration 43Q: 3 clusters Score -5141750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5141753.000000 Penalty: 5102.747070
	Iteration 44Q: 3 clusters Score -5141753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5141767.000000 Penalty: 5102.747070
	Iteration 45Q: 3 clusters Score -5141767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5141770.500000 Penalty: 5102.747070
	Iteration 46Q: 3 clusters Score -5141770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5141768.000000 Penalty: 5102.747070
	Iteration 47Q: 3 clusters Score -5141768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5141766.000000 Penalty: 5102.747070
	Iteration 48Q: 3 clusters Score -5141766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5141770.500000 Penalty: 5102.747070
	Iteration 49Q: 3 clusters Score -5141770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5141769.000000 Penalty: 5102.747070
	Iteration 50Q: 3 clusters Score -5141769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5141774.000000 Penalty: 5102.747070
	Iteration 51Q: 3 clusters Score -5141774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5141774.000000 Penalty: 5102.747070
	Iteration 52F: 3 clusters Score -5141774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -15694.068359 Penalty: 1210.934937
	Iteration 0F: 2 clusters Score -15694.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -14888.333984 Penalty: 2421.869873
	Iteration 0F: 3 clusters Score -14888.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14993.679688 Penalty: 2421.869873
	Iteration 1F: 3 clusters Score -14993.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15040.558594 Penalty: 2421.869873
	Iteration 2Q: 3 clusters Score -15040.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15060.932617 Penalty: 2421.869873
	Iteration 3Q: 3 clusters Score -15060.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15075.378906 Penalty: 2421.869873
	Iteration 4Q: 3 clusters Score -15075.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15075.378906 Penalty: 2421.869873
	Iteration 5F: 3 clusters Score -15075.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Entering Unmasked Estep 
Score: -2017679.875000 Penalty: 2332.970703
	Iteration 0F: 2 clusters Score -2017680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2008594.125000 Penalty: 4665.941406
	Iteration 0F: 3 clusters Score -2008594 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2011368.125000 Penalty: 4665.941406
	Iteration 1F: 3 clusters Score -2011368 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2011901.875000 Penalty: 4665.941406
	Iteration 2F: 3 clusters Score -2011902 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2012537.250000 Penalty: 4665.941406
	Iteration 3F: 3 clusters Score -2012537 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2013385.875000 Penalty: 4665.941406
	Iteration 4F: 3 clusters Score -2013386 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2014617.125000 Penalty: 4665.941406
	Iteration 5F: 3 clusters Score -2014617 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2016152.625000 Penalty: 4665.941406
	Iteration 6F: 3 clusters Score -2016153 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2017243.500000 Penalty: 4665.941406
	Iteration 7F: 3 clusters Score -2017244 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2017861.125000 Penalty: 4665.941406
	Iteration 8Q: 3 clusters Score -2017861 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2018153.625000 Penalty: 4665.941406
	Iteration 9Q: 3 clusters Score -2018154 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2018343.500000 Penalty: 4665.941406
	Iteration 10Q: 3 clusters Score -2018344 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2018466.250000 Penalty: 4665.941406
	Iteration 11Q: 3 clusters Score -2018466 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2018538.625000 Penalty: 4665.941406
	Iteration 12Q: 3 clusters Score -2018539 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2018591.625000 Penalty: 4665.941406
	Iteration 13Q: 3 clusters Score -2018592 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2018635.750000 Penalty: 4665.941406
	Iteration 14Q: 3 clusters Score -2018636 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2018652.250000 Penalty: 4665.941406
	Iteration 15Q: 3 clusters Score -2018652 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2018670.500000 Penalty: 4665.941406
	Iteration 16Q: 3 clusters Score -2018670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2018681.750000 Penalty: 4665.941406
	Iteration 17Q: 3 clusters Score -2018682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2018682.125000 Penalty: 4665.941406
	Iteration 18Q: 3 clusters Score -2018682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2018690.375000 Penalty: 4665.941406
	Iteration 19Q: 3 clusters Score -2018690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2018693.500000 Penalty: 4665.941406
	Iteration 20F: 3 clusters Score -2018694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2018700.500000 Penalty: 4665.941406
	Iteration 21Q: 3 clusters Score -2018700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2018701.500000 Penalty: 4665.941406
	Iteration 22Q: 3 clusters Score -2018702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2018707.625000 Penalty: 4665.941406
	Iteration 23Q: 3 clusters Score -2018708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2018707.750000 Penalty: 4665.941406
	Iteration 24Q: 3 clusters Score -2018708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2018708.375000 Penalty: 4665.941406
	Iteration 25Q: 3 clusters Score -2018708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2018705.000000 Penalty: 4665.941406
	Iteration 26Q: 3 clusters Score -2018705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2018705.375000 Penalty: 4665.941406
	Iteration 27Q: 3 clusters Score -2018705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2018705.375000 Penalty: 4665.941406
	Iteration 28F: 3 clusters Score -2018705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 36712 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59788 members 
Mstep: Class 5 contains 36891 members 
Mstep: Class 6 contains 5399 members 
Mstep: Class 7 contains 7688 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29372 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 7184 members 
Mstep: Class 12 contains 34144 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 10393 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68925 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 13709 members 
Mstep: Class 20 contains 75264 members 
Mstep: Class 21 contains 30206 members 
Mstep: Class 22 contains 21019 members 
Mstep: Class 23 contains 5219 members 
Mstep: Class 24 contains 4564 members 
Mstep: Class 25 contains 4991 members 
Mstep: Class 26 contains 5584 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12305 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 11271 members 
Mstep: Class 32 contains 10750 members 
Mstep: Class 33 contains 2159 members 
Mstep: Class 34 contains 57769 members 
Mstep: Class 35 contains 11655 members 
Mstep: Class 36 contains 4325 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2390 members 
Mstep: Class 39 contains 52870 members 
Mstep: Class 40 contains 2014 members 
Mstep: Class 41 contains 10953 members 
Mstep: Class 42 contains 1370 members 
Mstep: Class 43 contains 622 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7706 members 
Entering Unmasked Estep 
Score: -115037304.000000 Penalty: 153557.890625
Splitting cluster 11 changes total score from -115037648.000000 to -115037304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (34144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Entering Unmasked Estep 
Score: -5795394.500000 Penalty: 2588.708740
	Iteration 0F: 2 clusters Score -5795394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -5772134.500000 Penalty: 5177.417480
	Iteration 0F: 3 clusters Score -5772134 nChanged 15440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -5780632.500000 Penalty: 5177.417480
	Iteration 1F: 3 clusters Score -5780632 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -5781350.500000 Penalty: 5177.417480
	Iteration 2Q: 3 clusters Score -5781350 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -5782298.500000 Penalty: 5177.417480
	Iteration 3F: 3 clusters Score -5782298 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -5783825.000000 Penalty: 5177.417480
	Iteration 4F: 3 clusters Score -5783825 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -5785808.000000 Penalty: 5177.417480
	Iteration 5F: 3 clusters Score -5785808 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -5787766.500000 Penalty: 5177.417480
	Iteration 6F: 3 clusters Score -5787766 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -5789126.500000 Penalty: 5177.417480
	Iteration 7F: 3 clusters Score -5789126 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -5790071.000000 Penalty: 5177.417480
	Iteration 8Q: 3 clusters Score -5790071 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -5790764.000000 Penalty: 5177.417480
	Iteration 9Q: 3 clusters Score -5790764 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -5791381.500000 Penalty: 5177.417480
	Iteration 10Q: 3 clusters Score -5791382 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -5791936.500000 Penalty: 5177.417480
	Iteration 11Q: 3 clusters Score -5791936 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -5792283.500000 Penalty: 5177.417480
	Iteration 12Q: 3 clusters Score -5792284 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -5792512.000000 Penalty: 5177.417480
	Iteration 13Q: 3 clusters Score -5792512 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -5792724.500000 Penalty: 5177.417480
	Iteration 14Q: 3 clusters Score -5792724 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -5792908.500000 Penalty: 5177.417480
	Iteration 15Q: 3 clusters Score -5792908 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -5793070.000000 Penalty: 5177.417480
	Iteration 16Q: 3 clusters Score -5793070 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -5793184.500000 Penalty: 5177.417480
	Iteration 17Q: 3 clusters Score -5793184 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -5793281.000000 Penalty: 5177.417480
	Iteration 18Q: 3 clusters Score -5793281 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -5793382.000000 Penalty: 5177.417480
	Iteration 19Q: 3 clusters Score -5793382 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -5793480.000000 Penalty: 5177.417480
	Iteration 20F: 3 clusters Score -5793480 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -5793573.000000 Penalty: 5177.417480
	Iteration 21Q: 3 clusters Score -5793573 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -5793643.000000 Penalty: 5177.417480
	Iteration 22Q: 3 clusters Score -5793643 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -5793690.000000 Penalty: 5177.417480
	Iteration 23Q: 3 clusters Score -5793690 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -5793734.500000 Penalty: 5177.417480
	Iteration 24Q: 3 clusters Score -5793734 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -5793796.500000 Penalty: 5177.417480
	Iteration 25Q: 3 clusters Score -5793796 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -5793848.500000 Penalty: 5177.417480
	Iteration 26Q: 3 clusters Score -5793848 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -5793897.500000 Penalty: 5177.417480
	Iteration 27Q: 3 clusters Score -5793898 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -5793941.500000 Penalty: 5177.417480
	Iteration 28Q: 3 clusters Score -5793942 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -5794003.500000 Penalty: 5177.417480
	Iteration 29Q: 3 clusters Score -5794004 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -5794038.500000 Penalty: 5177.417480
	Iteration 30Q: 3 clusters Score -5794038 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -5794042.000000 Penalty: 5177.417480
	Iteration 31Q: 3 clusters Score -5794042 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -5794078.000000 Penalty: 5177.417480
	Iteration 32Q: 3 clusters Score -5794078 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -5794096.000000 Penalty: 5177.417480
	Iteration 33Q: 3 clusters Score -5794096 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -5794102.500000 Penalty: 5177.417480
	Iteration 34Q: 3 clusters Score -5794102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -5794115.500000 Penalty: 5177.417480
	Iteration 35Q: 3 clusters Score -5794116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -5794105.500000 Penalty: 5177.417480
	Iteration 36Q: 3 clusters Score -5794106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -5794112.000000 Penalty: 5177.417480
	Iteration 37Q: 3 clusters Score -5794112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -5794123.500000 Penalty: 5177.417480
	Iteration 38Q: 3 clusters Score -5794124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -5794132.000000 Penalty: 5177.417480
	Iteration 39Q: 3 clusters Score -5794132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -5794127.500000 Penalty: 5177.417480
	Iteration 40F: 3 clusters Score -5794128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -5794131.500000 Penalty: 5177.417480
	Iteration 41Q: 3 clusters Score -5794132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -5794138.000000 Penalty: 5177.417480
	Iteration 42Q: 3 clusters Score -5794138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -5794140.500000 Penalty: 5177.417480
	Iteration 43Q: 3 clusters Score -5794140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -5794144.000000 Penalty: 5177.417480
	Iteration 44Q: 3 clusters Score -5794144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -5794151.000000 Penalty: 5177.417480
	Iteration 45Q: 3 clusters Score -5794151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -5794149.500000 Penalty: 5177.417480
	Iteration 46Q: 3 clusters Score -5794150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -5794149.000000 Penalty: 5177.417480
	Iteration 47Q: 3 clusters Score -5794149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -5794146.000000 Penalty: 5177.417480
	Iteration 48Q: 3 clusters Score -5794146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -5794145.000000 Penalty: 5177.417480
	Iteration 49Q: 3 clusters Score -5794145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -5794159.000000 Penalty: 5177.417480
	Iteration 50Q: 3 clusters Score -5794159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -5794167.500000 Penalty: 5177.417480
	Iteration 51Q: 3 clusters Score -5794168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -5794162.000000 Penalty: 5177.417480
	Iteration 52Q: 3 clusters Score -5794162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -5794173.500000 Penalty: 5177.417480
	Iteration 53Q: 3 clusters Score -5794174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -5794176.500000 Penalty: 5177.417480
	Iteration 54Q: 3 clusters Score -5794176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -5794177.000000 Penalty: 5177.417480
	Iteration 55Q: 3 clusters Score -5794177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -5794183.500000 Penalty: 5177.417480
	Iteration 56Q: 3 clusters Score -5794184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -5794187.000000 Penalty: 5177.417480
	Iteration 57Q: 3 clusters Score -5794187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -5794193.500000 Penalty: 5177.417480
	Iteration 58Q: 3 clusters Score -5794194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -5794181.500000 Penalty: 5177.417480
	Iteration 59Q: 3 clusters Score -5794182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -5794184.000000 Penalty: 5177.417480
	Iteration 60F: 3 clusters Score -5794184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -5794190.000000 Penalty: 5177.417480
	Iteration 61Q: 3 clusters Score -5794190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -5794194.000000 Penalty: 5177.417480
	Iteration 62Q: 3 clusters Score -5794194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -5794188.000000 Penalty: 5177.417480
	Iteration 63Q: 3 clusters Score -5794188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -5794197.500000 Penalty: 5177.417480
	Iteration 64Q: 3 clusters Score -5794198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -5794209.500000 Penalty: 5177.417480
	Iteration 65Q: 3 clusters Score -5794210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -5794201.000000 Penalty: 5177.417480
	Iteration 66Q: 3 clusters Score -5794201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -5794192.500000 Penalty: 5177.417480
	Iteration 67Q: 3 clusters Score -5794192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -5794204.000000 Penalty: 5177.417480
	Iteration 68Q: 3 clusters Score -5794204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -5794205.500000 Penalty: 5177.417480
	Iteration 69Q: 3 clusters Score -5794206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -5794209.000000 Penalty: 5177.417480
	Iteration 70Q: 3 clusters Score -5794209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -5794211.500000 Penalty: 5177.417480
	Iteration 71Q: 3 clusters Score -5794212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -5794211.000000 Penalty: 5177.417480
	Iteration 72Q: 3 clusters Score -5794211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -5794209.000000 Penalty: 5177.417480
	Iteration 73Q: 3 clusters Score -5794209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -5794213.500000 Penalty: 5177.417480
	Iteration 74Q: 3 clusters Score -5794214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -5794211.000000 Penalty: 5177.417480
	Iteration 75Q: 3 clusters Score -5794211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -5794210.000000 Penalty: 5177.417480
	Iteration 76Q: 3 clusters Score -5794210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -5794202.500000 Penalty: 5177.417480
	Iteration 77Q: 3 clusters Score -5794202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -5794216.500000 Penalty: 5177.417480
	Iteration 78Q: 3 clusters Score -5794216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -5794215.000000 Penalty: 5177.417480
	Iteration 79Q: 3 clusters Score -5794215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -5794212.500000 Penalty: 5177.417480
	Iteration 80F: 3 clusters Score -5794212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -5794219.000000 Penalty: 5177.417480
	Iteration 81Q: 3 clusters Score -5794219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -5794221.500000 Penalty: 5177.417480
	Iteration 82Q: 3 clusters Score -5794222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -5794219.000000 Penalty: 5177.417480
	Iteration 83Q: 3 clusters Score -5794219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -5794219.000000 Penalty: 5177.417480
	Iteration 84Q: 3 clusters Score -5794219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -5794217.500000 Penalty: 5177.417480
	Iteration 85Q: 3 clusters Score -5794218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -5794223.500000 Penalty: 5177.417480
	Iteration 86Q: 3 clusters Score -5794224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -5794226.500000 Penalty: 5177.417480
	Iteration 87Q: 3 clusters Score -5794226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -5794224.000000 Penalty: 5177.417480
	Iteration 88Q: 3 clusters Score -5794224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -5794230.000000 Penalty: 5177.417480
	Iteration 89Q: 3 clusters Score -5794230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -5794226.000000 Penalty: 5177.417480
	Iteration 90Q: 3 clusters Score -5794226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -5794226.000000 Penalty: 5177.417480
	Iteration 91F: 3 clusters Score -5794226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Entering Unmasked Estep 
Score: -609015.000000 Penalty: 2031.894653
	Iteration 0F: 2 clusters Score -609015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -605424.687500 Penalty: 4063.789307
	Iteration 0F: 3 clusters Score -605424.7 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -606330.000000 Penalty: 4063.789307
	Iteration 1F: 3 clusters Score -606330 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -606615.562500 Penalty: 4063.789307
	Iteration 2F: 3 clusters Score -606615.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -606884.625000 Penalty: 4063.789307
	Iteration 3F: 3 clusters Score -606884.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -607209.750000 Penalty: 4063.789307
	Iteration 4F: 3 clusters Score -607209.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -607505.687500 Penalty: 4063.789307
	Iteration 5F: 3 clusters Score -607505.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -607730.937500 Penalty: 4063.789307
	Iteration 6F: 3 clusters Score -607730.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -607847.562500 Penalty: 4063.789307
	Iteration 7Q: 3 clusters Score -607847.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -607921.437500 Penalty: 4063.789307
	Iteration 8Q: 3 clusters Score -607921.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -607969.500000 Penalty: 4063.789307
	Iteration 9Q: 3 clusters Score -607969.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -607998.875000 Penalty: 4063.789307
	Iteration 10Q: 3 clusters Score -607998.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -608011.125000 Penalty: 4063.789307
	Iteration 11Q: 3 clusters Score -608011.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -608016.687500 Penalty: 4063.789307
	Iteration 12Q: 3 clusters Score -608016.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -608019.625000 Penalty: 4063.789307
	Iteration 13Q: 3 clusters Score -608019.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -608021.812500 Penalty: 4063.789307
	Iteration 14Q: 3 clusters Score -608021.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -608022.187500 Penalty: 4063.789307
	Iteration 15Q: 3 clusters Score -608022.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -608022.187500 Penalty: 4063.789307
	Iteration 16Q: 3 clusters Score -608022.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -608023.750000 Penalty: 4063.789307
	Iteration 17Q: 3 clusters Score -608023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -608024.062500 Penalty: 4063.789307
	Iteration 18Q: 3 clusters Score -608024.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -608024.062500 Penalty: 4063.789307
	Iteration 19F: 3 clusters Score -608024.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Entering Unmasked Estep 
Score: -1741366.625000 Penalty: 2293.724121
	Iteration 0F: 2 clusters Score -1741367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1733457.000000 Penalty: 4587.448242
	Iteration 0F: 3 clusters Score -1733457 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1736015.500000 Penalty: 4587.448242
	Iteration 1F: 3 clusters Score -1736016 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1736561.500000 Penalty: 4587.448242
	Iteration 2F: 3 clusters Score -1736562 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1737114.500000 Penalty: 4587.448242
	Iteration 3F: 3 clusters Score -1737114 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1737696.125000 Penalty: 4587.448242
	Iteration 4F: 3 clusters Score -1737696 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1738301.250000 Penalty: 4587.448242
	Iteration 5F: 3 clusters Score -1738301 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1738860.625000 Penalty: 4587.448242
	Iteration 6F: 3 clusters Score -1738861 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1739323.375000 Penalty: 4587.448242
	Iteration 7Q: 3 clusters Score -1739323 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1739647.875000 Penalty: 4587.448242
	Iteration 8Q: 3 clusters Score -1739648 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1739831.000000 Penalty: 4587.448242
	Iteration 9Q: 3 clusters Score -1739831 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1739950.500000 Penalty: 4587.448242
	Iteration 10Q: 3 clusters Score -1739950 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1740028.750000 Penalty: 4587.448242
	Iteration 11Q: 3 clusters Score -1740029 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1740059.500000 Penalty: 4587.448242
	Iteration 12Q: 3 clusters Score -1740060 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1740086.125000 Penalty: 4587.448242
	Iteration 13Q: 3 clusters Score -1740086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1740100.375000 Penalty: 4587.448242
	Iteration 14Q: 3 clusters Score -1740100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1740101.000000 Penalty: 4587.448242
	Iteration 15Q: 3 clusters Score -1740101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1740106.125000 Penalty: 4587.448242
	Iteration 16Q: 3 clusters Score -1740106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1740106.500000 Penalty: 4587.448242
	Iteration 17Q: 3 clusters Score -1740106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1740111.750000 Penalty: 4587.448242
	Iteration 18Q: 3 clusters Score -1740112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1740112.250000 Penalty: 4587.448242
	Iteration 19Q: 3 clusters Score -1740112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1740116.000000 Penalty: 4587.448242
	Iteration 20F: 3 clusters Score -1740116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1740116.375000 Penalty: 4587.448242
	Iteration 21Q: 3 clusters Score -1740116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1740115.625000 Penalty: 4587.448242
	Iteration 22Q: 3 clusters Score -1740116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1740117.750000 Penalty: 4587.448242
	Iteration 23Q: 3 clusters Score -1740118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1740116.125000 Penalty: 4587.448242
	Iteration 24Q: 3 clusters Score -1740116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1740116.625000 Penalty: 4587.448242
	Iteration 25Q: 3 clusters Score -1740117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1740114.750000 Penalty: 4587.448242
	Iteration 26Q: 3 clusters Score -1740115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1740117.875000 Penalty: 4587.448242
	Iteration 27Q: 3 clusters Score -1740118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1740124.375000 Penalty: 4587.448242
	Iteration 28Q: 3 clusters Score -1740124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1740126.375000 Penalty: 4587.448242
	Iteration 29Q: 3 clusters Score -1740126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1740125.875000 Penalty: 4587.448242
	Iteration 30Q: 3 clusters Score -1740126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1740123.625000 Penalty: 4587.448242
	Iteration 31Q: 3 clusters Score -1740124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1740124.125000 Penalty: 4587.448242
	Iteration 32Q: 3 clusters Score -1740124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1740126.125000 Penalty: 4587.448242
	Iteration 33Q: 3 clusters Score -1740126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1740129.750000 Penalty: 4587.448242
	Iteration 34Q: 3 clusters Score -1740130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1740130.750000 Penalty: 4587.448242
	Iteration 35Q: 3 clusters Score -1740131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1740129.875000 Penalty: 4587.448242
	Iteration 36Q: 3 clusters Score -1740130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1740129.375000 Penalty: 4587.448242
	Iteration 37Q: 3 clusters Score -1740129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1740128.750000 Penalty: 4587.448242
	Iteration 38Q: 3 clusters Score -1740129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1740128.750000 Penalty: 4587.448242
	Iteration 39F: 3 clusters Score -1740129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Entering Unmasked Estep 
Score: -649253.812500 Penalty: 2052.987305
	Iteration 0F: 2 clusters Score -649253.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -645398.062500 Penalty: 4105.974609
	Iteration 0F: 3 clusters Score -645398.1 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -646345.562500 Penalty: 4105.974609
	Iteration 1F: 3 clusters Score -646345.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -646699.000000 Penalty: 4105.974609
	Iteration 2F: 3 clusters Score -646699 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -647100.125000 Penalty: 4105.974609
	Iteration 3F: 3 clusters Score -647100.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -647612.937500 Penalty: 4105.974609
	Iteration 4F: 3 clusters Score -647612.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -648358.375000 Penalty: 4105.974609
	Iteration 5F: 3 clusters Score -648358.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -649065.250000 Penalty: 4105.974609
	Iteration 6F: 3 clusters Score -649065.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -649360.062500 Penalty: 4105.974609
	Iteration 7F: 3 clusters Score -649360.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -649490.375000 Penalty: 4105.974609
	Iteration 8Q: 3 clusters Score -649490.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -649537.812500 Penalty: 4105.974609
	Iteration 9Q: 3 clusters Score -649537.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -649565.312500 Penalty: 4105.974609
	Iteration 10Q: 3 clusters Score -649565.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -649574.625000 Penalty: 4105.974609
	Iteration 11Q: 3 clusters Score -649574.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -649584.625000 Penalty: 4105.974609
	Iteration 12Q: 3 clusters Score -649584.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -649595.000000 Penalty: 4105.974609
	Iteration 13Q: 3 clusters Score -649595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -649600.562500 Penalty: 4105.974609
	Iteration 14Q: 3 clusters Score -649600.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -649602.000000 Penalty: 4105.974609
	Iteration 15Q: 3 clusters Score -649602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -649604.312500 Penalty: 4105.974609
	Iteration 16Q: 3 clusters Score -649604.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -649607.437500 Penalty: 4105.974609
	Iteration 17Q: 3 clusters Score -649607.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -649609.750000 Penalty: 4105.974609
	Iteration 18Q: 3 clusters Score -649609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -649609.625000 Penalty: 4105.974609
	Iteration 19Q: 3 clusters Score -649609.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -649610.812500 Penalty: 4105.974609
	Iteration 20F: 3 clusters Score -649610.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -649612.062500 Penalty: 4105.974609
	Iteration 21Q: 3 clusters Score -649612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -649613.000000 Penalty: 4105.974609
	Iteration 22Q: 3 clusters Score -649613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -649613.687500 Penalty: 4105.974609
	Iteration 23Q: 3 clusters Score -649613.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -649614.937500 Penalty: 4105.974609
	Iteration 24Q: 3 clusters Score -649614.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -649614.750000 Penalty: 4105.974609
	Iteration 25Q: 3 clusters Score -649614.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -649614.750000 Penalty: 4105.974609
	Iteration 26F: 3 clusters Score -649614.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 36712 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59788 members 
Mstep: Class 5 contains 36891 members 
Mstep: Class 6 contains 5399 members 
Mstep: Class 7 contains 7688 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29372 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 12175 members 
Mstep: Class 12 contains 34144 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 10393 members 
Mstep: Class 15 contains 2193 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68925 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 13709 members 
Mstep: Class 20 contains 75264 members 
Mstep: Class 21 contains 30206 members 
Mstep: Class 22 contains 21019 members 
Mstep: Class 23 contains 5219 members 
Mstep: Class 24 contains 4564 members 
Mstep: Class 25 contains 1744 members 
Mstep: Class 26 contains 5584 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12305 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 11271 members 
Mstep: Class 32 contains 10750 members 
Mstep: Class 33 contains 2159 members 
Mstep: Class 34 contains 57769 members 
Mstep: Class 35 contains 11655 members 
Mstep: Class 36 contains 4325 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2390 members 
Mstep: Class 39 contains 52870 members 
Mstep: Class 40 contains 2014 members 
Mstep: Class 41 contains 10953 members 
Mstep: Class 42 contains 1370 members 
Mstep: Class 43 contains 622 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7706 members 
Entering Unmasked Estep 
Score: -115036720.000000 Penalty: 153557.890625
Splitting cluster 15 changes total score from -115037648.000000 to -115036720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -175205.093750 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -175205.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -173188.515625 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -173188.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -173660.421875 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -173660.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -173906.062500 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -173906.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -174089.296875 Penalty: 3478.009277
	Iteration 3F: 3 clusters Score -174089.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -174240.812500 Penalty: 3478.009277
	Iteration 4Q: 3 clusters Score -174240.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -174403.031250 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -174403 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -174606.031250 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -174606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -174816.687500 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -174816.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -175072.734375 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -175072.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -175190.078125 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -175190.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -175266.375000 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -175266.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -175325.328125 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -175325.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -175357.625000 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -175357.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -175361.031250 Penalty: 3478.009277
	Iteration 13Q: 3 clusters Score -175361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -175362.015625 Penalty: 3478.009277
	Iteration 14F: 3 clusters Score -175362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -175369.953125 Penalty: 3478.009277
	Iteration 15Q: 3 clusters Score -175370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -175373.625000 Penalty: 3478.009277
	Iteration 16Q: 3 clusters Score -175373.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -175379.843750 Penalty: 3478.009277
	Iteration 17Q: 3 clusters Score -175379.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -175386.218750 Penalty: 3478.009277
	Iteration 18Q: 3 clusters Score -175386.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -175388.390625 Penalty: 3478.009277
	Iteration 19Q: 3 clusters Score -175388.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -175395.312500 Penalty: 3478.009277
	Iteration 20F: 3 clusters Score -175395.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -175398.156250 Penalty: 3478.009277
	Iteration 21Q: 3 clusters Score -175398.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -175401.890625 Penalty: 3478.009277
	Iteration 22Q: 3 clusters Score -175401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -175404.875000 Penalty: 3478.009277
	Iteration 23Q: 3 clusters Score -175404.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -175407.093750 Penalty: 3478.009277
	Iteration 24Q: 3 clusters Score -175407.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -175407.093750 Penalty: 3478.009277
	Iteration 25F: 3 clusters Score -175407.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 36712 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59788 members 
Mstep: Class 5 contains 36891 members 
Mstep: Class 6 contains 5399 members 
Mstep: Class 7 contains 7688 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29372 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 12175 members 
Mstep: Class 12 contains 34144 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 10393 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 68925 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 13709 members 
Mstep: Class 20 contains 75264 members 
Mstep: Class 21 contains 30206 members 
Mstep: Class 22 contains 21019 members 
Mstep: Class 23 contains 5219 members 
Mstep: Class 24 contains 4564 members 
Mstep: Class 25 contains 443 members 
Mstep: Class 26 contains 5584 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12305 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 11271 members 
Mstep: Class 32 contains 10750 members 
Mstep: Class 33 contains 2159 members 
Mstep: Class 34 contains 57769 members 
Mstep: Class 35 contains 11655 members 
Mstep: Class 36 contains 4325 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2390 members 
Mstep: Class 39 contains 52870 members 
Mstep: Class 40 contains 2014 members 
Mstep: Class 41 contains 10953 members 
Mstep: Class 42 contains 1370 members 
Mstep: Class 43 contains 622 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7706 members 
Entering Unmasked Estep 
Score: -115036192.000000 Penalty: 153557.890625
Splitting cluster 16 changes total score from -115037648.000000 to -115036192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (68925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Entering Unmasked Estep 
Score: -11364107.000000 Penalty: 2762.911865
	Iteration 0F: 2 clusters Score -1.136411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -11318987.000000 Penalty: 5525.823730
	Iteration 0F: 3 clusters Score -1.131899e+07 nChanged 32382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -11337840.000000 Penalty: 5525.823730
	Iteration 1F: 3 clusters Score -1.133784e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -11339057.000000 Penalty: 5525.823730
	Iteration 2Q: 3 clusters Score -1.133906e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -11340705.000000 Penalty: 5525.823730
	Iteration 3F: 3 clusters Score -1.13407e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -11342897.000000 Penalty: 5525.823730
	Iteration 4F: 3 clusters Score -1.13429e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -11345337.000000 Penalty: 5525.823730
	Iteration 5F: 3 clusters Score -1.134534e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -11347623.000000 Penalty: 5525.823730
	Iteration 6F: 3 clusters Score -1.134762e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -11349701.000000 Penalty: 5525.823730
	Iteration 7F: 3 clusters Score -1.13497e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -11351484.000000 Penalty: 5525.823730
	Iteration 8F: 3 clusters Score -1.135148e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -11352909.000000 Penalty: 5525.823730
	Iteration 9Q: 3 clusters Score -1.135291e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -11353907.000000 Penalty: 5525.823730
	Iteration 10Q: 3 clusters Score -1.135391e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -11354497.000000 Penalty: 5525.823730
	Iteration 11Q: 3 clusters Score -1.13545e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -11354943.000000 Penalty: 5525.823730
	Iteration 12Q: 3 clusters Score -1.135494e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -11355346.000000 Penalty: 5525.823730
	Iteration 13Q: 3 clusters Score -1.135535e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -11355644.000000 Penalty: 5525.823730
	Iteration 14Q: 3 clusters Score -1.135564e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -11355884.000000 Penalty: 5525.823730
	Iteration 15Q: 3 clusters Score -1.135588e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -11356082.000000 Penalty: 5525.823730
	Iteration 16Q: 3 clusters Score -1.135608e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -11356222.000000 Penalty: 5525.823730
	Iteration 17Q: 3 clusters Score -1.135622e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -11356405.000000 Penalty: 5525.823730
	Iteration 18Q: 3 clusters Score -1.13564e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -11356620.000000 Penalty: 5525.823730
	Iteration 19Q: 3 clusters Score -1.135662e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -11356778.000000 Penalty: 5525.823730
	Iteration 20F: 3 clusters Score -1.135678e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -11356988.000000 Penalty: 5525.823730
	Iteration 21Q: 3 clusters Score -1.135699e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -11357300.000000 Penalty: 5525.823730
	Iteration 22Q: 3 clusters Score -1.13573e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -11357580.000000 Penalty: 5525.823730
	Iteration 23Q: 3 clusters Score -1.135758e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -11357915.000000 Penalty: 5525.823730
	Iteration 24Q: 3 clusters Score -1.135792e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -11358412.000000 Penalty: 5525.823730
	Iteration 25Q: 3 clusters Score -1.135841e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -11358875.000000 Penalty: 5525.823730
	Iteration 26Q: 3 clusters Score -1.135888e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55810 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -11359382.000000 Penalty: 5525.823730
	Iteration 27Q: 3 clusters Score -1.135938e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57003 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -11359815.000000 Penalty: 5525.823730
	Iteration 28Q: 3 clusters Score -1.135982e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -11360222.000000 Penalty: 5525.823730
	Iteration 29Q: 3 clusters Score -1.136022e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -11360711.000000 Penalty: 5525.823730
	Iteration 30Q: 3 clusters Score -1.136071e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60425 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -11361151.000000 Penalty: 5525.823730
	Iteration 31Q: 3 clusters Score -1.136115e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -11361630.000000 Penalty: 5525.823730
	Iteration 32Q: 3 clusters Score -1.136163e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -11361936.000000 Penalty: 5525.823730
	Iteration 33Q: 3 clusters Score -1.136194e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63369 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -11362262.000000 Penalty: 5525.823730
	Iteration 34Q: 3 clusters Score -1.136226e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -11362519.000000 Penalty: 5525.823730
	Iteration 35Q: 3 clusters Score -1.136252e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64712 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -11362720.000000 Penalty: 5525.823730
	Iteration 36Q: 3 clusters Score -1.136272e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65177 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -11362875.000000 Penalty: 5525.823730
	Iteration 37Q: 3 clusters Score -1.136288e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65544 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -11362976.000000 Penalty: 5525.823730
	Iteration 38Q: 3 clusters Score -1.136298e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65836 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -11363030.000000 Penalty: 5525.823730
	Iteration 39Q: 3 clusters Score -1.136303e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66099 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -11363158.000000 Penalty: 5525.823730
	Iteration 40F: 3 clusters Score -1.136316e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -11363268.000000 Penalty: 5525.823730
	Iteration 41Q: 3 clusters Score -1.136327e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66513 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -11363348.000000 Penalty: 5525.823730
	Iteration 42Q: 3 clusters Score -1.136335e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66655 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -11363456.000000 Penalty: 5525.823730
	Iteration 43Q: 3 clusters Score -1.136346e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66744 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -11363489.000000 Penalty: 5525.823730
	Iteration 44Q: 3 clusters Score -1.136349e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66808 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -11363537.000000 Penalty: 5525.823730
	Iteration 45Q: 3 clusters Score -1.136354e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66859 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -11363618.000000 Penalty: 5525.823730
	Iteration 46Q: 3 clusters Score -1.136362e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66887 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -11363631.000000 Penalty: 5525.823730
	Iteration 47Q: 3 clusters Score -1.136363e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66932 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -11363645.000000 Penalty: 5525.823730
	Iteration 48Q: 3 clusters Score -1.136364e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66963 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -11363630.000000 Penalty: 5525.823730
	Iteration 49Q: 3 clusters Score -1.136363e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66984 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -11363663.000000 Penalty: 5525.823730
	Iteration 50Q: 3 clusters Score -1.136366e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -11363711.000000 Penalty: 5525.823730
	Iteration 51Q: 3 clusters Score -1.136371e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67009 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -11363689.000000 Penalty: 5525.823730
	Iteration 52Q: 3 clusters Score -1.136369e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67013 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -11363689.000000 Penalty: 5525.823730
	Iteration 53Q: 3 clusters Score -1.136369e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -11363692.000000 Penalty: 5525.823730
	Iteration 54Q: 3 clusters Score -1.136369e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67021 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -11363720.000000 Penalty: 5525.823730
	Iteration 55Q: 3 clusters Score -1.136372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67025 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -11363735.000000 Penalty: 5525.823730
	Iteration 56Q: 3 clusters Score -1.136374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67025 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -11363722.000000 Penalty: 5525.823730
	Iteration 57Q: 3 clusters Score -1.136372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67025 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -11363732.000000 Penalty: 5525.823730
	Iteration 58Q: 3 clusters Score -1.136373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67025 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -11363713.000000 Penalty: 5525.823730
	Iteration 59Q: 3 clusters Score -1.136371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67027 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -11363711.000000 Penalty: 5525.823730
	Iteration 60F: 3 clusters Score -1.136371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67028 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -11363717.000000 Penalty: 5525.823730
	Iteration 61Q: 3 clusters Score -1.136372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67028 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -11363717.000000 Penalty: 5525.823730
	Iteration 62F: 3 clusters Score -1.136372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Entering Unmasked Estep 
Score: -675667.875000 Penalty: 2081.405273
	Iteration 0F: 2 clusters Score -675667.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -671554.812500 Penalty: 4162.810547
	Iteration 0F: 3 clusters Score -671554.8 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -672680.437500 Penalty: 4162.810547
	Iteration 1F: 3 clusters Score -672680.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -673161.000000 Penalty: 4162.810547
	Iteration 2F: 3 clusters Score -673161 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -673515.687500 Penalty: 4162.810547
	Iteration 3F: 3 clusters Score -673515.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -673726.687500 Penalty: 4162.810547
	Iteration 4F: 3 clusters Score -673726.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -673895.875000 Penalty: 4162.810547
	Iteration 5Q: 3 clusters Score -673895.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -674092.062500 Penalty: 4162.810547
	Iteration 6Q: 3 clusters Score -674092.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -674250.875000 Penalty: 4162.810547
	Iteration 7Q: 3 clusters Score -674250.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -674373.625000 Penalty: 4162.810547
	Iteration 8Q: 3 clusters Score -674373.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -674468.562500 Penalty: 4162.810547
	Iteration 9Q: 3 clusters Score -674468.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -674537.750000 Penalty: 4162.810547
	Iteration 10Q: 3 clusters Score -674537.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -674598.187500 Penalty: 4162.810547
	Iteration 11Q: 3 clusters Score -674598.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -674653.312500 Penalty: 4162.810547
	Iteration 12Q: 3 clusters Score -674653.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -674684.000000 Penalty: 4162.810547
	Iteration 13Q: 3 clusters Score -674684 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -674723.875000 Penalty: 4162.810547
	Iteration 14Q: 3 clusters Score -674723.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -674759.312500 Penalty: 4162.810547
	Iteration 15Q: 3 clusters Score -674759.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -674834.437500 Penalty: 4162.810547
	Iteration 16Q: 3 clusters Score -674834.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -674903.875000 Penalty: 4162.810547
	Iteration 17Q: 3 clusters Score -674903.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -674947.250000 Penalty: 4162.810547
	Iteration 18Q: 3 clusters Score -674947.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -674979.500000 Penalty: 4162.810547
	Iteration 19Q: 3 clusters Score -674979.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -675019.125000 Penalty: 4162.810547
	Iteration 20F: 3 clusters Score -675019.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -675060.000000 Penalty: 4162.810547
	Iteration 21Q: 3 clusters Score -675060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -675092.687500 Penalty: 4162.810547
	Iteration 22Q: 3 clusters Score -675092.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -675137.062500 Penalty: 4162.810547
	Iteration 23Q: 3 clusters Score -675137.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -675164.750000 Penalty: 4162.810547
	Iteration 24Q: 3 clusters Score -675164.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -675180.375000 Penalty: 4162.810547
	Iteration 25Q: 3 clusters Score -675180.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -675198.000000 Penalty: 4162.810547
	Iteration 26Q: 3 clusters Score -675198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -675214.625000 Penalty: 4162.810547
	Iteration 27Q: 3 clusters Score -675214.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -675224.062500 Penalty: 4162.810547
	Iteration 28Q: 3 clusters Score -675224.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -675231.000000 Penalty: 4162.810547
	Iteration 29Q: 3 clusters Score -675231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -675241.250000 Penalty: 4162.810547
	Iteration 30Q: 3 clusters Score -675241.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -675251.812500 Penalty: 4162.810547
	Iteration 31Q: 3 clusters Score -675251.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -675263.250000 Penalty: 4162.810547
	Iteration 32Q: 3 clusters Score -675263.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -675268.062500 Penalty: 4162.810547
	Iteration 33Q: 3 clusters Score -675268.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -675271.312500 Penalty: 4162.810547
	Iteration 34Q: 3 clusters Score -675271.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -675271.687500 Penalty: 4162.810547
	Iteration 35Q: 3 clusters Score -675271.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -675291.312500 Penalty: 4162.810547
	Iteration 36F: 3 clusters Score -675291.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -675306.000000 Penalty: 4162.810547
	Iteration 37Q: 3 clusters Score -675306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -675321.500000 Penalty: 4162.810547
	Iteration 38Q: 3 clusters Score -675321.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -675324.000000 Penalty: 4162.810547
	Iteration 39Q: 3 clusters Score -675324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -675323.375000 Penalty: 4162.810547
	Iteration 40F: 3 clusters Score -675323.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Entering Unmasked Estep 
Score: -2314660.000000 Penalty: 2362.400146
	Iteration 0F: 2 clusters Score -2314660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2304591.250000 Penalty: 4724.800293
	Iteration 0F: 3 clusters Score -2304591 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2307691.000000 Penalty: 4724.800293
	Iteration 1F: 3 clusters Score -2307691 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2308160.500000 Penalty: 4724.800293
	Iteration 2F: 3 clusters Score -2308160 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2308613.500000 Penalty: 4724.800293
	Iteration 3F: 3 clusters Score -2308614 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2309082.000000 Penalty: 4724.800293
	Iteration 4F: 3 clusters Score -2309082 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2309508.000000 Penalty: 4724.800293
	Iteration 5F: 3 clusters Score -2309508 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2309891.500000 Penalty: 4724.800293
	Iteration 6Q: 3 clusters Score -2309892 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2310210.250000 Penalty: 4724.800293
	Iteration 7Q: 3 clusters Score -2310210 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2310451.000000 Penalty: 4724.800293
	Iteration 8Q: 3 clusters Score -2310451 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2310615.750000 Penalty: 4724.800293
	Iteration 9Q: 3 clusters Score -2310616 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2310737.000000 Penalty: 4724.800293
	Iteration 10Q: 3 clusters Score -2310737 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2310823.250000 Penalty: 4724.800293
	Iteration 11Q: 3 clusters Score -2310823 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2310888.250000 Penalty: 4724.800293
	Iteration 12Q: 3 clusters Score -2310888 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2310939.000000 Penalty: 4724.800293
	Iteration 13Q: 3 clusters Score -2310939 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2310977.500000 Penalty: 4724.800293
	Iteration 14Q: 3 clusters Score -2310978 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2311006.000000 Penalty: 4724.800293
	Iteration 15Q: 3 clusters Score -2311006 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2311025.000000 Penalty: 4724.800293
	Iteration 16Q: 3 clusters Score -2311025 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2311044.250000 Penalty: 4724.800293
	Iteration 17Q: 3 clusters Score -2311044 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2311049.250000 Penalty: 4724.800293
	Iteration 18Q: 3 clusters Score -2311049 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2311053.250000 Penalty: 4724.800293
	Iteration 19Q: 3 clusters Score -2311053 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2311069.500000 Penalty: 4724.800293
	Iteration 20F: 3 clusters Score -2311070 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2311067.250000 Penalty: 4724.800293
	Iteration 21Q: 3 clusters Score -2311067 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2311073.500000 Penalty: 4724.800293
	Iteration 22Q: 3 clusters Score -2311074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2311079.750000 Penalty: 4724.800293
	Iteration 23Q: 3 clusters Score -2311080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2311082.500000 Penalty: 4724.800293
	Iteration 24Q: 3 clusters Score -2311082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2311086.500000 Penalty: 4724.800293
	Iteration 25Q: 3 clusters Score -2311086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2311095.000000 Penalty: 4724.800293
	Iteration 26Q: 3 clusters Score -2311095 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2311098.250000 Penalty: 4724.800293
	Iteration 27Q: 3 clusters Score -2311098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2311106.000000 Penalty: 4724.800293
	Iteration 28Q: 3 clusters Score -2311106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2311108.500000 Penalty: 4724.800293
	Iteration 29Q: 3 clusters Score -2311108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2311124.000000 Penalty: 4724.800293
	Iteration 30Q: 3 clusters Score -2311124 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2311126.000000 Penalty: 4724.800293
	Iteration 31Q: 3 clusters Score -2311126 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2311130.750000 Penalty: 4724.800293
	Iteration 32Q: 3 clusters Score -2311131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2311132.000000 Penalty: 4724.800293
	Iteration 33Q: 3 clusters Score -2311132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2311136.000000 Penalty: 4724.800293
	Iteration 34Q: 3 clusters Score -2311136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2311137.500000 Penalty: 4724.800293
	Iteration 35Q: 3 clusters Score -2311138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2311135.500000 Penalty: 4724.800293
	Iteration 36Q: 3 clusters Score -2311136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2311138.000000 Penalty: 4724.800293
	Iteration 37Q: 3 clusters Score -2311138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2311142.250000 Penalty: 4724.800293
	Iteration 38Q: 3 clusters Score -2311142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2311142.750000 Penalty: 4724.800293
	Iteration 39Q: 3 clusters Score -2311143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2311151.000000 Penalty: 4724.800293
	Iteration 40F: 3 clusters Score -2311151 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2311148.000000 Penalty: 4724.800293
	Iteration 41Q: 3 clusters Score -2311148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2311153.500000 Penalty: 4724.800293
	Iteration 42Q: 3 clusters Score -2311154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2311159.000000 Penalty: 4724.800293
	Iteration 43Q: 3 clusters Score -2311159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2311163.500000 Penalty: 4724.800293
	Iteration 44Q: 3 clusters Score -2311164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2311172.000000 Penalty: 4724.800293
	Iteration 45Q: 3 clusters Score -2311172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2311174.500000 Penalty: 4724.800293
	Iteration 46Q: 3 clusters Score -2311174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2311186.250000 Penalty: 4724.800293
	Iteration 47Q: 3 clusters Score -2311186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2311186.500000 Penalty: 4724.800293
	Iteration 48Q: 3 clusters Score -2311186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2311190.750000 Penalty: 4724.800293
	Iteration 49Q: 3 clusters Score -2311191 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2311207.750000 Penalty: 4724.800293
	Iteration 50Q: 3 clusters Score -2311208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2311216.500000 Penalty: 4724.800293
	Iteration 51Q: 3 clusters Score -2311216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2311221.500000 Penalty: 4724.800293
	Iteration 52Q: 3 clusters Score -2311222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2311223.500000 Penalty: 4724.800293
	Iteration 53Q: 3 clusters Score -2311224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2311225.500000 Penalty: 4724.800293
	Iteration 54Q: 3 clusters Score -2311226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2311226.500000 Penalty: 4724.800293
	Iteration 55Q: 3 clusters Score -2311226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2311233.250000 Penalty: 4724.800293
	Iteration 56Q: 3 clusters Score -2311233 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2311241.250000 Penalty: 4724.800293
	Iteration 57Q: 3 clusters Score -2311241 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2311251.000000 Penalty: 4724.800293
	Iteration 58Q: 3 clusters Score -2311251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2311255.250000 Penalty: 4724.800293
	Iteration 59Q: 3 clusters Score -2311255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2311256.250000 Penalty: 4724.800293
	Iteration 60F: 3 clusters Score -2311256 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2311262.500000 Penalty: 4724.800293
	Iteration 61Q: 3 clusters Score -2311262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2311263.500000 Penalty: 4724.800293
	Iteration 62Q: 3 clusters Score -2311264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2311272.500000 Penalty: 4724.800293
	Iteration 63Q: 3 clusters Score -2311272 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2311276.250000 Penalty: 4724.800293
	Iteration 64Q: 3 clusters Score -2311276 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2311302.250000 Penalty: 4724.800293
	Iteration 65Q: 3 clusters Score -2311302 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2311313.000000 Penalty: 4724.800293
	Iteration 66Q: 3 clusters Score -2311313 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2311324.250000 Penalty: 4724.800293
	Iteration 67Q: 3 clusters Score -2311324 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2311337.500000 Penalty: 4724.800293
	Iteration 68Q: 3 clusters Score -2311338 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2311349.500000 Penalty: 4724.800293
	Iteration 69Q: 3 clusters Score -2311350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2311349.250000 Penalty: 4724.800293
	Iteration 70Q: 3 clusters Score -2311349 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2311355.750000 Penalty: 4724.800293
	Iteration 71Q: 3 clusters Score -2311356 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2311370.500000 Penalty: 4724.800293
	Iteration 72Q: 3 clusters Score -2311370 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2311382.250000 Penalty: 4724.800293
	Iteration 73Q: 3 clusters Score -2311382 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2311393.500000 Penalty: 4724.800293
	Iteration 74Q: 3 clusters Score -2311394 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2311411.250000 Penalty: 4724.800293
	Iteration 75Q: 3 clusters Score -2311411 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2311428.750000 Penalty: 4724.800293
	Iteration 76Q: 3 clusters Score -2311429 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2311443.250000 Penalty: 4724.800293
	Iteration 77Q: 3 clusters Score -2311443 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2311474.750000 Penalty: 4724.800293
	Iteration 78Q: 3 clusters Score -2311475 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2311502.500000 Penalty: 4724.800293
	Iteration 79Q: 3 clusters Score -2311502 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2311533.500000 Penalty: 4724.800293
	Iteration 80F: 3 clusters Score -2311534 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2311570.500000 Penalty: 4724.800293
	Iteration 81Q: 3 clusters Score -2311570 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2311609.250000 Penalty: 4724.800293
	Iteration 82Q: 3 clusters Score -2311609 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2311659.750000 Penalty: 4724.800293
	Iteration 83Q: 3 clusters Score -2311660 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2311714.250000 Penalty: 4724.800293
	Iteration 84Q: 3 clusters Score -2311714 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2311776.250000 Penalty: 4724.800293
	Iteration 85Q: 3 clusters Score -2311776 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2311848.500000 Penalty: 4724.800293
	Iteration 86Q: 3 clusters Score -2311848 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2311922.500000 Penalty: 4724.800293
	Iteration 87Q: 3 clusters Score -2311922 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2311994.250000 Penalty: 4724.800293
	Iteration 88Q: 3 clusters Score -2311994 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2312073.750000 Penalty: 4724.800293
	Iteration 89Q: 3 clusters Score -2312074 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2312175.250000 Penalty: 4724.800293
	Iteration 90Q: 3 clusters Score -2312175 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2312273.250000 Penalty: 4724.800293
	Iteration 91Q: 3 clusters Score -2312273 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2312387.750000 Penalty: 4724.800293
	Iteration 92Q: 3 clusters Score -2312388 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2312511.000000 Penalty: 4724.800293
	Iteration 93Q: 3 clusters Score -2312511 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2312670.000000 Penalty: 4724.800293
	Iteration 94Q: 3 clusters Score -2312670 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2312807.000000 Penalty: 4724.800293
	Iteration 95Q: 3 clusters Score -2312807 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2312934.000000 Penalty: 4724.800293
	Iteration 96Q: 3 clusters Score -2312934 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2313009.250000 Penalty: 4724.800293
	Iteration 97Q: 3 clusters Score -2313009 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2313045.250000 Penalty: 4724.800293
	Iteration 98Q: 3 clusters Score -2313045 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2313065.500000 Penalty: 4724.800293
	Iteration 99Q: 3 clusters Score -2313066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2313081.000000 Penalty: 4724.800293
	Iteration 100F: 3 clusters Score -2313081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2313095.750000 Penalty: 4724.800293
	Iteration 101Q: 3 clusters Score -2313096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2313104.250000 Penalty: 4724.800293
	Iteration 102Q: 3 clusters Score -2313104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2313110.250000 Penalty: 4724.800293
	Iteration 103Q: 3 clusters Score -2313110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2313114.500000 Penalty: 4724.800293
	Iteration 104Q: 3 clusters Score -2313114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2313114.250000 Penalty: 4724.800293
	Iteration 105Q: 3 clusters Score -2313114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2313116.500000 Penalty: 4724.800293
	Iteration 106Q: 3 clusters Score -2313116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2313116.000000 Penalty: 4724.800293
	Iteration 107Q: 3 clusters Score -2313116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2313114.500000 Penalty: 4724.800293
	Iteration 108Q: 3 clusters Score -2313114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2313114.500000 Penalty: 4724.800293
	Iteration 109F: 3 clusters Score -2313114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (75264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75264 members 
Entering Unmasked Estep 
Score: -12735758.000000 Penalty: 2784.731689
	Iteration 0F: 2 clusters Score -1.273576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -12688849.000000 Penalty: 5569.463379
	Iteration 0F: 3 clusters Score -1.268885e+07 nChanged 35249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -12708589.000000 Penalty: 5569.463379
	Iteration 1F: 3 clusters Score -1.270859e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -12709283.000000 Penalty: 5569.463379
	Iteration 2Q: 3 clusters Score -1.270928e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -12710260.000000 Penalty: 5569.463379
	Iteration 3Q: 3 clusters Score -1.271026e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -12711258.000000 Penalty: 5569.463379
	Iteration 4Q: 3 clusters Score -1.271126e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -12712468.000000 Penalty: 5569.463379
	Iteration 5Q: 3 clusters Score -1.271247e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -12713999.000000 Penalty: 5569.463379
	Iteration 6Q: 3 clusters Score -1.2714e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -12715847.000000 Penalty: 5569.463379
	Iteration 7F: 3 clusters Score -1.271585e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -12717784.000000 Penalty: 5569.463379
	Iteration 8F: 3 clusters Score -1.271778e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -12719752.000000 Penalty: 5569.463379
	Iteration 9F: 3 clusters Score -1.271975e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -12721553.000000 Penalty: 5569.463379
	Iteration 10F: 3 clusters Score -1.272155e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56237 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -12723542.000000 Penalty: 5569.463379
	Iteration 11Q: 3 clusters Score -1.272354e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -12725146.000000 Penalty: 5569.463379
	Iteration 12Q: 3 clusters Score -1.272515e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60637 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -12726330.000000 Penalty: 5569.463379
	Iteration 13Q: 3 clusters Score -1.272633e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -12727240.000000 Penalty: 5569.463379
	Iteration 14Q: 3 clusters Score -1.272724e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63453 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -12727932.000000 Penalty: 5569.463379
	Iteration 15Q: 3 clusters Score -1.272793e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64514 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -12728416.000000 Penalty: 5569.463379
	Iteration 16Q: 3 clusters Score -1.272842e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65480 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -12728849.000000 Penalty: 5569.463379
	Iteration 17Q: 3 clusters Score -1.272885e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66370 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -12729171.000000 Penalty: 5569.463379
	Iteration 18Q: 3 clusters Score -1.272917e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67201 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -12729450.000000 Penalty: 5569.463379
	Iteration 19Q: 3 clusters Score -1.272945e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67977 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -12729852.000000 Penalty: 5569.463379
	Iteration 20F: 3 clusters Score -1.272985e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -12730111.000000 Penalty: 5569.463379
	Iteration 21Q: 3 clusters Score -1.273011e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69433 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -12730473.000000 Penalty: 5569.463379
	Iteration 22Q: 3 clusters Score -1.273047e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70089 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -12730783.000000 Penalty: 5569.463379
	Iteration 23Q: 3 clusters Score -1.273078e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70694 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -12731076.000000 Penalty: 5569.463379
	Iteration 24Q: 3 clusters Score -1.273108e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -12731329.000000 Penalty: 5569.463379
	Iteration 25Q: 3 clusters Score -1.273133e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71734 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -12731593.000000 Penalty: 5569.463379
	Iteration 26Q: 3 clusters Score -1.273159e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72181 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -12731794.000000 Penalty: 5569.463379
	Iteration 27Q: 3 clusters Score -1.273179e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72537 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -12732009.000000 Penalty: 5569.463379
	Iteration 28Q: 3 clusters Score -1.273201e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72846 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -12732205.000000 Penalty: 5569.463379
	Iteration 29Q: 3 clusters Score -1.27322e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73114 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -12732410.000000 Penalty: 5569.463379
	Iteration 30Q: 3 clusters Score -1.273241e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73342 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -12732571.000000 Penalty: 5569.463379
	Iteration 31Q: 3 clusters Score -1.273257e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73534 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -12732707.000000 Penalty: 5569.463379
	Iteration 32Q: 3 clusters Score -1.273271e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -12732798.000000 Penalty: 5569.463379
	Iteration 33Q: 3 clusters Score -1.27328e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73825 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -12732896.000000 Penalty: 5569.463379
	Iteration 34Q: 3 clusters Score -1.27329e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73927 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -12732961.000000 Penalty: 5569.463379
	Iteration 35Q: 3 clusters Score -1.273296e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74014 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -12733034.000000 Penalty: 5569.463379
	Iteration 36Q: 3 clusters Score -1.273303e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74089 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -12733102.000000 Penalty: 5569.463379
	Iteration 37Q: 3 clusters Score -1.27331e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74137 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -12733140.000000 Penalty: 5569.463379
	Iteration 38Q: 3 clusters Score -1.273314e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74183 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -12733169.000000 Penalty: 5569.463379
	Iteration 39Q: 3 clusters Score -1.273317e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74227 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -12733182.000000 Penalty: 5569.463379
	Iteration 40F: 3 clusters Score -1.273318e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74264 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -12733221.000000 Penalty: 5569.463379
	Iteration 41Q: 3 clusters Score -1.273322e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74281 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -12733260.000000 Penalty: 5569.463379
	Iteration 42Q: 3 clusters Score -1.273326e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74300 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -12733255.000000 Penalty: 5569.463379
	Iteration 43Q: 3 clusters Score -1.273326e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74313 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -12733261.000000 Penalty: 5569.463379
	Iteration 44Q: 3 clusters Score -1.273326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74327 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -12733283.000000 Penalty: 5569.463379
	Iteration 45Q: 3 clusters Score -1.273328e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74337 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -12733276.000000 Penalty: 5569.463379
	Iteration 46Q: 3 clusters Score -1.273328e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74355 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -12733274.000000 Penalty: 5569.463379
	Iteration 47Q: 3 clusters Score -1.273327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74364 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -12733304.000000 Penalty: 5569.463379
	Iteration 48Q: 3 clusters Score -1.27333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74368 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -12733320.000000 Penalty: 5569.463379
	Iteration 49Q: 3 clusters Score -1.273332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74373 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -12733331.000000 Penalty: 5569.463379
	Iteration 50Q: 3 clusters Score -1.273333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74377 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -12733313.000000 Penalty: 5569.463379
	Iteration 51Q: 3 clusters Score -1.273331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74383 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -12733314.000000 Penalty: 5569.463379
	Iteration 52Q: 3 clusters Score -1.273331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -12733339.000000 Penalty: 5569.463379
	Iteration 53Q: 3 clusters Score -1.273334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74393 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -12733344.000000 Penalty: 5569.463379
	Iteration 54Q: 3 clusters Score -1.273334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74396 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -12733335.000000 Penalty: 5569.463379
	Iteration 55Q: 3 clusters Score -1.273334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74398 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -12733327.000000 Penalty: 5569.463379
	Iteration 56Q: 3 clusters Score -1.273333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74400 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -12733329.000000 Penalty: 5569.463379
	Iteration 57Q: 3 clusters Score -1.273333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74404 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -12733323.000000 Penalty: 5569.463379
	Iteration 58Q: 3 clusters Score -1.273332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74406 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -12733328.000000 Penalty: 5569.463379
	Iteration 59Q: 3 clusters Score -1.273333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74409 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12733328.000000 Penalty: 5569.463379
	Iteration 60F: 3 clusters Score -1.273333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74412 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -12733325.000000 Penalty: 5569.463379
	Iteration 61Q: 3 clusters Score -1.273332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74415 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -12733326.000000 Penalty: 5569.463379
	Iteration 62Q: 3 clusters Score -1.273333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74416 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -12733331.000000 Penalty: 5569.463379
	Iteration 63Q: 3 clusters Score -1.273333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74419 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -12733324.000000 Penalty: 5569.463379
	Iteration 64Q: 3 clusters Score -1.273332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74422 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -12733339.000000 Penalty: 5569.463379
	Iteration 65Q: 3 clusters Score -1.273334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74425 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -12733351.000000 Penalty: 5569.463379
	Iteration 66Q: 3 clusters Score -1.273335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74430 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -12733347.000000 Penalty: 5569.463379
	Iteration 67Q: 3 clusters Score -1.273335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74431 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -12733346.000000 Penalty: 5569.463379
	Iteration 68Q: 3 clusters Score -1.273335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74433 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -12733336.000000 Penalty: 5569.463379
	Iteration 69Q: 3 clusters Score -1.273334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74436 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -12733338.000000 Penalty: 5569.463379
	Iteration 70Q: 3 clusters Score -1.273334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74437 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -12733345.000000 Penalty: 5569.463379
	Iteration 71Q: 3 clusters Score -1.273334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74439 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -12733344.000000 Penalty: 5569.463379
	Iteration 72Q: 3 clusters Score -1.273334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74439 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -12733344.000000 Penalty: 5569.463379
	Iteration 73F: 3 clusters Score -1.273334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Entering Unmasked Estep 
Score: -5097237.500000 Penalty: 2558.317383
	Iteration 0F: 2 clusters Score -5097238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -5076595.000000 Penalty: 5116.634766
	Iteration 0F: 3 clusters Score -5076595 nChanged 13622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -5084093.000000 Penalty: 5116.634766
	Iteration 1F: 3 clusters Score -5084093 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -5084666.000000 Penalty: 5116.634766
	Iteration 2Q: 3 clusters Score -5084666 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -5085282.500000 Penalty: 5116.634766
	Iteration 3Q: 3 clusters Score -5085282 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -5086007.000000 Penalty: 5116.634766
	Iteration 4Q: 3 clusters Score -5086007 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -5086857.000000 Penalty: 5116.634766
	Iteration 5Q: 3 clusters Score -5086857 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -5087916.000000 Penalty: 5116.634766
	Iteration 6F: 3 clusters Score -5087916 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -5089175.000000 Penalty: 5116.634766
	Iteration 7F: 3 clusters Score -5089175 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -5090428.000000 Penalty: 5116.634766
	Iteration 8F: 3 clusters Score -5090428 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -5091548.500000 Penalty: 5116.634766
	Iteration 9F: 3 clusters Score -5091548 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -5092555.500000 Penalty: 5116.634766
	Iteration 10Q: 3 clusters Score -5092556 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -5093335.000000 Penalty: 5116.634766
	Iteration 11Q: 3 clusters Score -5093335 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -5094005.500000 Penalty: 5116.634766
	Iteration 12Q: 3 clusters Score -5094006 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -5094469.000000 Penalty: 5116.634766
	Iteration 13Q: 3 clusters Score -5094469 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -5094805.000000 Penalty: 5116.634766
	Iteration 14Q: 3 clusters Score -5094805 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -5095001.000000 Penalty: 5116.634766
	Iteration 15Q: 3 clusters Score -5095001 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -5095106.500000 Penalty: 5116.634766
	Iteration 16Q: 3 clusters Score -5095106 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -5095143.000000 Penalty: 5116.634766
	Iteration 17Q: 3 clusters Score -5095143 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -5095174.500000 Penalty: 5116.634766
	Iteration 18Q: 3 clusters Score -5095174 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -5095206.000000 Penalty: 5116.634766
	Iteration 19Q: 3 clusters Score -5095206 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -5095213.000000 Penalty: 5116.634766
	Iteration 20F: 3 clusters Score -5095213 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -5095219.000000 Penalty: 5116.634766
	Iteration 21Q: 3 clusters Score -5095219 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -5095233.000000 Penalty: 5116.634766
	Iteration 22Q: 3 clusters Score -5095233 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -5095224.500000 Penalty: 5116.634766
	Iteration 23Q: 3 clusters Score -5095224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -5095231.000000 Penalty: 5116.634766
	Iteration 24Q: 3 clusters Score -5095231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -5095234.500000 Penalty: 5116.634766
	Iteration 25Q: 3 clusters Score -5095234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -5095235.500000 Penalty: 5116.634766
	Iteration 26Q: 3 clusters Score -5095236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -5095234.500000 Penalty: 5116.634766
	Iteration 27Q: 3 clusters Score -5095234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -5095227.000000 Penalty: 5116.634766
	Iteration 28Q: 3 clusters Score -5095227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -5095219.000000 Penalty: 5116.634766
	Iteration 29Q: 3 clusters Score -5095219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -5095224.000000 Penalty: 5116.634766
	Iteration 30Q: 3 clusters Score -5095224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -5095219.500000 Penalty: 5116.634766
	Iteration 31Q: 3 clusters Score -5095220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -5095219.500000 Penalty: 5116.634766
	Iteration 32Q: 3 clusters Score -5095220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -5095224.500000 Penalty: 5116.634766
	Iteration 33Q: 3 clusters Score -5095224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -5095223.000000 Penalty: 5116.634766
	Iteration 34Q: 3 clusters Score -5095223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -5095224.500000 Penalty: 5116.634766
	Iteration 35Q: 3 clusters Score -5095224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -5095226.000000 Penalty: 5116.634766
	Iteration 36Q: 3 clusters Score -5095226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -5095225.000000 Penalty: 5116.634766
	Iteration 37Q: 3 clusters Score -5095225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -5095219.500000 Penalty: 5116.634766
	Iteration 38Q: 3 clusters Score -5095220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -5095227.000000 Penalty: 5116.634766
	Iteration 39Q: 3 clusters Score -5095227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -5095230.000000 Penalty: 5116.634766
	Iteration 40F: 3 clusters Score -5095230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -5095227.500000 Penalty: 5116.634766
	Iteration 41Q: 3 clusters Score -5095228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -5095230.000000 Penalty: 5116.634766
	Iteration 42Q: 3 clusters Score -5095230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -5095226.500000 Penalty: 5116.634766
	Iteration 43Q: 3 clusters Score -5095226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -5095220.500000 Penalty: 5116.634766
	Iteration 44Q: 3 clusters Score -5095220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -5095226.000000 Penalty: 5116.634766
	Iteration 45Q: 3 clusters Score -5095226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -5095233.000000 Penalty: 5116.634766
	Iteration 46Q: 3 clusters Score -5095233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -5095226.000000 Penalty: 5116.634766
	Iteration 47Q: 3 clusters Score -5095226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -5095228.000000 Penalty: 5116.634766
	Iteration 48Q: 3 clusters Score -5095228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -5095226.500000 Penalty: 5116.634766
	Iteration 49Q: 3 clusters Score -5095226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -5095226.500000 Penalty: 5116.634766
	Iteration 50Q: 3 clusters Score -5095226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -5095226.500000 Penalty: 5116.634766
	Iteration 51F: 3 clusters Score -5095226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Entering Unmasked Estep 
Score: -3341471.500000 Penalty: 2468.389160
	Iteration 0F: 2 clusters Score -3341472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -3326721.250000 Penalty: 4936.778320
	Iteration 0F: 3 clusters Score -3326721 nChanged 9372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -3331972.000000 Penalty: 4936.778320
	Iteration 1F: 3 clusters Score -3331972 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -3332596.000000 Penalty: 4936.778320
	Iteration 2F: 3 clusters Score -3332596 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -3333170.250000 Penalty: 4936.778320
	Iteration 3F: 3 clusters Score -3333170 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -3333791.000000 Penalty: 4936.778320
	Iteration 4F: 3 clusters Score -3333791 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -3334470.500000 Penalty: 4936.778320
	Iteration 5F: 3 clusters Score -3334470 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3335234.500000 Penalty: 4936.778320
	Iteration 6F: 3 clusters Score -3335234 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -3335928.250000 Penalty: 4936.778320
	Iteration 7F: 3 clusters Score -3335928 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -3336667.500000 Penalty: 4936.778320
	Iteration 8F: 3 clusters Score -3336668 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -3337299.250000 Penalty: 4936.778320
	Iteration 9F: 3 clusters Score -3337299 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -3337889.000000 Penalty: 4936.778320
	Iteration 10Q: 3 clusters Score -3337889 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -3338351.250000 Penalty: 4936.778320
	Iteration 11Q: 3 clusters Score -3338351 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -3338711.000000 Penalty: 4936.778320
	Iteration 12Q: 3 clusters Score -3338711 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -3339025.000000 Penalty: 4936.778320
	Iteration 13Q: 3 clusters Score -3339025 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -3339321.750000 Penalty: 4936.778320
	Iteration 14Q: 3 clusters Score -3339322 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3339586.000000 Penalty: 4936.778320
	Iteration 15Q: 3 clusters Score -3339586 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3339813.500000 Penalty: 4936.778320
	Iteration 16Q: 3 clusters Score -3339814 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -3339962.750000 Penalty: 4936.778320
	Iteration 17Q: 3 clusters Score -3339963 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -3340070.250000 Penalty: 4936.778320
	Iteration 18Q: 3 clusters Score -3340070 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -3340148.000000 Penalty: 4936.778320
	Iteration 19Q: 3 clusters Score -3340148 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -3340199.500000 Penalty: 4936.778320
	Iteration 20F: 3 clusters Score -3340200 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -3340245.250000 Penalty: 4936.778320
	Iteration 21Q: 3 clusters Score -3340245 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -3340265.000000 Penalty: 4936.778320
	Iteration 22Q: 3 clusters Score -3340265 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -3340299.500000 Penalty: 4936.778320
	Iteration 23Q: 3 clusters Score -3340300 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -3340336.000000 Penalty: 4936.778320
	Iteration 24Q: 3 clusters Score -3340336 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -3340358.250000 Penalty: 4936.778320
	Iteration 25Q: 3 clusters Score -3340358 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -3340376.750000 Penalty: 4936.778320
	Iteration 26Q: 3 clusters Score -3340377 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -3340393.250000 Penalty: 4936.778320
	Iteration 27Q: 3 clusters Score -3340393 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -3340401.500000 Penalty: 4936.778320
	Iteration 28Q: 3 clusters Score -3340402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3340406.500000 Penalty: 4936.778320
	Iteration 29Q: 3 clusters Score -3340406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -3340409.500000 Penalty: 4936.778320
	Iteration 30Q: 3 clusters Score -3340410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -3340422.750000 Penalty: 4936.778320
	Iteration 31Q: 3 clusters Score -3340423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -3340425.750000 Penalty: 4936.778320
	Iteration 32Q: 3 clusters Score -3340426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -3340431.500000 Penalty: 4936.778320
	Iteration 33Q: 3 clusters Score -3340432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -3340433.250000 Penalty: 4936.778320
	Iteration 34Q: 3 clusters Score -3340433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -3340438.500000 Penalty: 4936.778320
	Iteration 35Q: 3 clusters Score -3340438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3340433.000000 Penalty: 4936.778320
	Iteration 36Q: 3 clusters Score -3340433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -3340441.000000 Penalty: 4936.778320
	Iteration 37Q: 3 clusters Score -3340441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -3340436.750000 Penalty: 4936.778320
	Iteration 38Q: 3 clusters Score -3340437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3340432.750000 Penalty: 4936.778320
	Iteration 39Q: 3 clusters Score -3340433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3340432.500000 Penalty: 4936.778320
	Iteration 40F: 3 clusters Score -3340432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3340436.250000 Penalty: 4936.778320
	Iteration 41Q: 3 clusters Score -3340436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3340434.000000 Penalty: 4936.778320
	Iteration 42Q: 3 clusters Score -3340434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3340430.000000 Penalty: 4936.778320
	Iteration 43Q: 3 clusters Score -3340430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -3340427.750000 Penalty: 4936.778320
	Iteration 44Q: 3 clusters Score -3340428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -3340429.250000 Penalty: 4936.778320
	Iteration 45Q: 3 clusters Score -3340429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -3340430.000000 Penalty: 4936.778320
	Iteration 46Q: 3 clusters Score -3340430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -3340434.500000 Penalty: 4936.778320
	Iteration 47Q: 3 clusters Score -3340434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -3340434.250000 Penalty: 4936.778320
	Iteration 48Q: 3 clusters Score -3340434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -3340438.250000 Penalty: 4936.778320
	Iteration 49Q: 3 clusters Score -3340438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -3340430.500000 Penalty: 4936.778320
	Iteration 50Q: 3 clusters Score -3340430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -3340433.750000 Penalty: 4936.778320
	Iteration 51Q: 3 clusters Score -3340434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -3340433.500000 Penalty: 4936.778320
	Iteration 52Q: 3 clusters Score -3340434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -3340433.500000 Penalty: 4936.778320
	Iteration 53F: 3 clusters Score -3340434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Entering Unmasked Estep 
Score: -883318.187500 Penalty: 2122.895264
	Iteration 0F: 2 clusters Score -883318.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -878649.250000 Penalty: 4245.790527
	Iteration 0F: 3 clusters Score -878649.2 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -879837.875000 Penalty: 4245.790527
	Iteration 1F: 3 clusters Score -879837.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -880100.437500 Penalty: 4245.790527
	Iteration 2F: 3 clusters Score -880100.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -880297.187500 Penalty: 4245.790527
	Iteration 3F: 3 clusters Score -880297.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -880496.625000 Penalty: 4245.790527
	Iteration 4Q: 3 clusters Score -880496.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -880700.750000 Penalty: 4245.790527
	Iteration 5Q: 3 clusters Score -880700.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -880931.937500 Penalty: 4245.790527
	Iteration 6Q: 3 clusters Score -880931.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -881287.625000 Penalty: 4245.790527
	Iteration 7F: 3 clusters Score -881287.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -881886.000000 Penalty: 4245.790527
	Iteration 8F: 3 clusters Score -881886 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -882786.875000 Penalty: 4245.790527
	Iteration 9F: 3 clusters Score -882786.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -883622.062500 Penalty: 4245.790527
	Iteration 10F: 3 clusters Score -883622.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -883900.000000 Penalty: 4245.790527
	Iteration 11Q: 3 clusters Score -883900 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -883969.937500 Penalty: 4245.790527
	Iteration 12Q: 3 clusters Score -883969.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -883994.562500 Penalty: 4245.790527
	Iteration 13Q: 3 clusters Score -883994.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -884002.187500 Penalty: 4245.790527
	Iteration 14Q: 3 clusters Score -884002.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -884007.187500 Penalty: 4245.790527
	Iteration 15Q: 3 clusters Score -884007.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -884010.437500 Penalty: 4245.790527
	Iteration 16Q: 3 clusters Score -884010.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -884011.125000 Penalty: 4245.790527
	Iteration 17Q: 3 clusters Score -884011.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -884011.625000 Penalty: 4245.790527
	Iteration 18Q: 3 clusters Score -884011.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -884012.000000 Penalty: 4245.790527
	Iteration 19Q: 3 clusters Score -884012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -884012.000000 Penalty: 4245.790527
	Iteration 20F: 3 clusters Score -884012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 36712 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59788 members 
Mstep: Class 5 contains 36891 members 
Mstep: Class 6 contains 5399 members 
Mstep: Class 7 contains 7688 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29372 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 12175 members 
Mstep: Class 12 contains 34144 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 10393 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68925 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 13709 members 
Mstep: Class 20 contains 75264 members 
Mstep: Class 21 contains 30206 members 
Mstep: Class 22 contains 21019 members 
Mstep: Class 23 contains 3228 members 
Mstep: Class 24 contains 4564 members 
Mstep: Class 25 contains 1991 members 
Mstep: Class 26 contains 5584 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12305 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 11271 members 
Mstep: Class 32 contains 10750 members 
Mstep: Class 33 contains 2159 members 
Mstep: Class 34 contains 57769 members 
Mstep: Class 35 contains 11655 members 
Mstep: Class 36 contains 4325 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2390 members 
Mstep: Class 39 contains 52870 members 
Mstep: Class 40 contains 2014 members 
Mstep: Class 41 contains 10953 members 
Mstep: Class 42 contains 1370 members 
Mstep: Class 43 contains 622 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7706 members 
Entering Unmasked Estep 
Score: -115037120.000000 Penalty: 153557.890625
Splitting cluster 23 changes total score from -115037648.000000 to -115037120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (4564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Entering Unmasked Estep 
Score: -764685.250000 Penalty: 2089.636719
	Iteration 0F: 2 clusters Score -764685.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -760444.687500 Penalty: 4179.273438
	Iteration 0F: 3 clusters Score -760444.7 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -761334.937500 Penalty: 4179.273438
	Iteration 1F: 3 clusters Score -761334.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -761574.750000 Penalty: 4179.273438
	Iteration 2F: 3 clusters Score -761574.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -761746.937500 Penalty: 4179.273438
	Iteration 3F: 3 clusters Score -761746.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -761926.750000 Penalty: 4179.273438
	Iteration 4Q: 3 clusters Score -761926.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -762105.500000 Penalty: 4179.273438
	Iteration 5Q: 3 clusters Score -762105.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -762294.812500 Penalty: 4179.273438
	Iteration 6Q: 3 clusters Score -762294.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -762496.437500 Penalty: 4179.273438
	Iteration 7F: 3 clusters Score -762496.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -762716.375000 Penalty: 4179.273438
	Iteration 8F: 3 clusters Score -762716.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -762948.312500 Penalty: 4179.273438
	Iteration 9F: 3 clusters Score -762948.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -763162.062500 Penalty: 4179.273438
	Iteration 10Q: 3 clusters Score -763162.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -763362.562500 Penalty: 4179.273438
	Iteration 11Q: 3 clusters Score -763362.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -763534.125000 Penalty: 4179.273438
	Iteration 12Q: 3 clusters Score -763534.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -763653.375000 Penalty: 4179.273438
	Iteration 13Q: 3 clusters Score -763653.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -763719.125000 Penalty: 4179.273438
	Iteration 14Q: 3 clusters Score -763719.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -763759.375000 Penalty: 4179.273438
	Iteration 15Q: 3 clusters Score -763759.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -763787.750000 Penalty: 4179.273438
	Iteration 16Q: 3 clusters Score -763787.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -763810.125000 Penalty: 4179.273438
	Iteration 17Q: 3 clusters Score -763810.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -763827.062500 Penalty: 4179.273438
	Iteration 18Q: 3 clusters Score -763827.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -763842.937500 Penalty: 4179.273438
	Iteration 19Q: 3 clusters Score -763842.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -763855.750000 Penalty: 4179.273438
	Iteration 20F: 3 clusters Score -763855.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -763860.250000 Penalty: 4179.273438
	Iteration 21Q: 3 clusters Score -763860.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -763865.187500 Penalty: 4179.273438
	Iteration 22Q: 3 clusters Score -763865.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -763869.187500 Penalty: 4179.273438
	Iteration 23Q: 3 clusters Score -763869.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -763871.187500 Penalty: 4179.273438
	Iteration 24Q: 3 clusters Score -763871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -763876.187500 Penalty: 4179.273438
	Iteration 25Q: 3 clusters Score -763876.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -763878.312500 Penalty: 4179.273438
	Iteration 26Q: 3 clusters Score -763878.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -763877.062500 Penalty: 4179.273438
	Iteration 27Q: 3 clusters Score -763877.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -763877.812500 Penalty: 4179.273438
	Iteration 28Q: 3 clusters Score -763877.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -763878.437500 Penalty: 4179.273438
	Iteration 29Q: 3 clusters Score -763878.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -763878.437500 Penalty: 4179.273438
	Iteration 30F: 3 clusters Score -763878.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Entering Unmasked Estep 
Score: -930908.562500 Penalty: 2139.659912
	Iteration 0F: 2 clusters Score -930908.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -925973.437500 Penalty: 4279.319824
	Iteration 0F: 3 clusters Score -925973.4 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -927390.625000 Penalty: 4279.319824
	Iteration 1F: 3 clusters Score -927390.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -927764.187500 Penalty: 4279.319824
	Iteration 2F: 3 clusters Score -927764.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -928127.187500 Penalty: 4279.319824
	Iteration 3F: 3 clusters Score -928127.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -928467.812500 Penalty: 4279.319824
	Iteration 4F: 3 clusters Score -928467.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -928815.125000 Penalty: 4279.319824
	Iteration 5F: 3 clusters Score -928815.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -929163.625000 Penalty: 4279.319824
	Iteration 6F: 3 clusters Score -929163.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -929413.250000 Penalty: 4279.319824
	Iteration 7F: 3 clusters Score -929413.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -929542.687500 Penalty: 4279.319824
	Iteration 8Q: 3 clusters Score -929542.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -929619.062500 Penalty: 4279.319824
	Iteration 9Q: 3 clusters Score -929619.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -929667.062500 Penalty: 4279.319824
	Iteration 10Q: 3 clusters Score -929667.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -929699.812500 Penalty: 4279.319824
	Iteration 11Q: 3 clusters Score -929699.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -929717.437500 Penalty: 4279.319824
	Iteration 12Q: 3 clusters Score -929717.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -929731.562500 Penalty: 4279.319824
	Iteration 13Q: 3 clusters Score -929731.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -929741.062500 Penalty: 4279.319824
	Iteration 14Q: 3 clusters Score -929741.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -929747.562500 Penalty: 4279.319824
	Iteration 15Q: 3 clusters Score -929747.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -929754.375000 Penalty: 4279.319824
	Iteration 16Q: 3 clusters Score -929754.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -929760.937500 Penalty: 4279.319824
	Iteration 17Q: 3 clusters Score -929760.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -929761.625000 Penalty: 4279.319824
	Iteration 18Q: 3 clusters Score -929761.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -929764.812500 Penalty: 4279.319824
	Iteration 19Q: 3 clusters Score -929764.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -929767.500000 Penalty: 4279.319824
	Iteration 20F: 3 clusters Score -929767.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -929769.687500 Penalty: 4279.319824
	Iteration 21Q: 3 clusters Score -929769.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -929772.687500 Penalty: 4279.319824
	Iteration 22Q: 3 clusters Score -929772.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -929774.125000 Penalty: 4279.319824
	Iteration 23Q: 3 clusters Score -929774.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -929774.812500 Penalty: 4279.319824
	Iteration 24Q: 3 clusters Score -929774.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -929774.812500 Penalty: 4279.319824
	Iteration 25F: 3 clusters Score -929774.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Entering Unmasked Estep 
Score: -1280558.625000 Penalty: 2203.314697
	Iteration 0F: 2 clusters Score -1280559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1274566.125000 Penalty: 4406.629395
	Iteration 0F: 3 clusters Score -1274566 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1276103.250000 Penalty: 4406.629395
	Iteration 1F: 3 clusters Score -1276103 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1276336.875000 Penalty: 4406.629395
	Iteration 2F: 3 clusters Score -1276337 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1276491.250000 Penalty: 4406.629395
	Iteration 3Q: 3 clusters Score -1276491 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1276603.375000 Penalty: 4406.629395
	Iteration 4Q: 3 clusters Score -1276603 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1276704.875000 Penalty: 4406.629395
	Iteration 5Q: 3 clusters Score -1276705 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1276789.750000 Penalty: 4406.629395
	Iteration 6Q: 3 clusters Score -1276790 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1276880.000000 Penalty: 4406.629395
	Iteration 7Q: 3 clusters Score -1276880 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1276979.625000 Penalty: 4406.629395
	Iteration 8Q: 3 clusters Score -1276980 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1277069.500000 Penalty: 4406.629395
	Iteration 9Q: 3 clusters Score -1277070 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1277175.875000 Penalty: 4406.629395
	Iteration 10Q: 3 clusters Score -1277176 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1277284.125000 Penalty: 4406.629395
	Iteration 11Q: 3 clusters Score -1277284 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1277422.250000 Penalty: 4406.629395
	Iteration 12Q: 3 clusters Score -1277422 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1277567.375000 Penalty: 4406.629395
	Iteration 13Q: 3 clusters Score -1277567 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1277713.625000 Penalty: 4406.629395
	Iteration 14Q: 3 clusters Score -1277714 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1277863.375000 Penalty: 4406.629395
	Iteration 15Q: 3 clusters Score -1277863 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1277982.375000 Penalty: 4406.629395
	Iteration 16Q: 3 clusters Score -1277982 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1278078.250000 Penalty: 4406.629395
	Iteration 17Q: 3 clusters Score -1278078 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1278174.375000 Penalty: 4406.629395
	Iteration 18Q: 3 clusters Score -1278174 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1278262.750000 Penalty: 4406.629395
	Iteration 19Q: 3 clusters Score -1278263 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1278326.750000 Penalty: 4406.629395
	Iteration 20F: 3 clusters Score -1278327 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1278377.250000 Penalty: 4406.629395
	Iteration 21Q: 3 clusters Score -1278377 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1278420.375000 Penalty: 4406.629395
	Iteration 22Q: 3 clusters Score -1278420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1278457.250000 Penalty: 4406.629395
	Iteration 23Q: 3 clusters Score -1278457 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1278491.500000 Penalty: 4406.629395
	Iteration 24Q: 3 clusters Score -1278492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1278519.000000 Penalty: 4406.629395
	Iteration 25Q: 3 clusters Score -1278519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1278546.500000 Penalty: 4406.629395
	Iteration 26Q: 3 clusters Score -1278546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1278567.750000 Penalty: 4406.629395
	Iteration 27Q: 3 clusters Score -1278568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1278593.375000 Penalty: 4406.629395
	Iteration 28Q: 3 clusters Score -1278593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1278614.500000 Penalty: 4406.629395
	Iteration 29Q: 3 clusters Score -1278614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1278633.625000 Penalty: 4406.629395
	Iteration 30Q: 3 clusters Score -1278634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1278655.625000 Penalty: 4406.629395
	Iteration 31Q: 3 clusters Score -1278656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1278665.750000 Penalty: 4406.629395
	Iteration 32Q: 3 clusters Score -1278666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1278672.000000 Penalty: 4406.629395
	Iteration 33Q: 3 clusters Score -1278672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1278679.625000 Penalty: 4406.629395
	Iteration 34Q: 3 clusters Score -1278680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1278683.625000 Penalty: 4406.629395
	Iteration 35Q: 3 clusters Score -1278684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1278683.625000 Penalty: 4406.629395
	Iteration 36Q: 3 clusters Score -1278684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1278683.625000 Penalty: 4406.629395
	Iteration 37F: 3 clusters Score -1278684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Entering Unmasked Estep 
Score: -2008581.250000 Penalty: 2335.604736
	Iteration 0F: 2 clusters Score -2008581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1999457.625000 Penalty: 4671.209473
	Iteration 0F: 3 clusters Score -1999458 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2002290.500000 Penalty: 4671.209473
	Iteration 1F: 3 clusters Score -2002290 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2002708.375000 Penalty: 4671.209473
	Iteration 2F: 3 clusters Score -2002708 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2003125.375000 Penalty: 4671.209473
	Iteration 3F: 3 clusters Score -2003125 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -2003585.750000 Penalty: 4671.209473
	Iteration 4F: 3 clusters Score -2003586 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2004059.750000 Penalty: 4671.209473
	Iteration 5F: 3 clusters Score -2004060 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2004516.500000 Penalty: 4671.209473
	Iteration 6F: 3 clusters Score -2004516 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2004873.875000 Penalty: 4671.209473
	Iteration 7Q: 3 clusters Score -2004874 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2005178.625000 Penalty: 4671.209473
	Iteration 8Q: 3 clusters Score -2005179 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2005431.375000 Penalty: 4671.209473
	Iteration 9Q: 3 clusters Score -2005431 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2005637.375000 Penalty: 4671.209473
	Iteration 10Q: 3 clusters Score -2005637 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2005803.125000 Penalty: 4671.209473
	Iteration 11Q: 3 clusters Score -2005803 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2005924.875000 Penalty: 4671.209473
	Iteration 12Q: 3 clusters Score -2005925 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2006015.000000 Penalty: 4671.209473
	Iteration 13Q: 3 clusters Score -2006015 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2006089.875000 Penalty: 4671.209473
	Iteration 14Q: 3 clusters Score -2006090 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2006146.375000 Penalty: 4671.209473
	Iteration 15Q: 3 clusters Score -2006146 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2006177.625000 Penalty: 4671.209473
	Iteration 16Q: 3 clusters Score -2006178 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2006216.250000 Penalty: 4671.209473
	Iteration 17Q: 3 clusters Score -2006216 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2006243.875000 Penalty: 4671.209473
	Iteration 18Q: 3 clusters Score -2006244 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2006277.000000 Penalty: 4671.209473
	Iteration 19Q: 3 clusters Score -2006277 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2006294.500000 Penalty: 4671.209473
	Iteration 20F: 3 clusters Score -2006294 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2006309.875000 Penalty: 4671.209473
	Iteration 21Q: 3 clusters Score -2006310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2006320.500000 Penalty: 4671.209473
	Iteration 22Q: 3 clusters Score -2006320 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2006335.250000 Penalty: 4671.209473
	Iteration 23Q: 3 clusters Score -2006335 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2006344.750000 Penalty: 4671.209473
	Iteration 24Q: 3 clusters Score -2006345 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2006360.500000 Penalty: 4671.209473
	Iteration 25Q: 3 clusters Score -2006360 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2006370.375000 Penalty: 4671.209473
	Iteration 26Q: 3 clusters Score -2006370 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2006392.250000 Penalty: 4671.209473
	Iteration 27Q: 3 clusters Score -2006392 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2006410.500000 Penalty: 4671.209473
	Iteration 28Q: 3 clusters Score -2006410 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2006421.000000 Penalty: 4671.209473
	Iteration 29Q: 3 clusters Score -2006421 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2006431.000000 Penalty: 4671.209473
	Iteration 30Q: 3 clusters Score -2006431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2006440.625000 Penalty: 4671.209473
	Iteration 31Q: 3 clusters Score -2006441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2006445.000000 Penalty: 4671.209473
	Iteration 32Q: 3 clusters Score -2006445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2006447.500000 Penalty: 4671.209473
	Iteration 33Q: 3 clusters Score -2006448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2006450.000000 Penalty: 4671.209473
	Iteration 34Q: 3 clusters Score -2006450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2006454.750000 Penalty: 4671.209473
	Iteration 35Q: 3 clusters Score -2006455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2006457.000000 Penalty: 4671.209473
	Iteration 36Q: 3 clusters Score -2006457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2006454.625000 Penalty: 4671.209473
	Iteration 37Q: 3 clusters Score -2006455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2006464.375000 Penalty: 4671.209473
	Iteration 38Q: 3 clusters Score -2006464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2006465.000000 Penalty: 4671.209473
	Iteration 39Q: 3 clusters Score -2006465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2006471.875000 Penalty: 4671.209473
	Iteration 40F: 3 clusters Score -2006472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2006469.375000 Penalty: 4671.209473
	Iteration 41Q: 3 clusters Score -2006469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2006475.125000 Penalty: 4671.209473
	Iteration 42Q: 3 clusters Score -2006475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2006477.750000 Penalty: 4671.209473
	Iteration 43Q: 3 clusters Score -2006478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2006481.875000 Penalty: 4671.209473
	Iteration 44Q: 3 clusters Score -2006482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2006486.750000 Penalty: 4671.209473
	Iteration 45Q: 3 clusters Score -2006487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2006489.750000 Penalty: 4671.209473
	Iteration 46Q: 3 clusters Score -2006490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2006492.125000 Penalty: 4671.209473
	Iteration 47Q: 3 clusters Score -2006492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2006492.875000 Penalty: 4671.209473
	Iteration 48Q: 3 clusters Score -2006493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2006495.125000 Penalty: 4671.209473
	Iteration 49Q: 3 clusters Score -2006495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2006496.375000 Penalty: 4671.209473
	Iteration 50Q: 3 clusters Score -2006496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2006494.250000 Penalty: 4671.209473
	Iteration 51Q: 3 clusters Score -2006494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2006495.375000 Penalty: 4671.209473
	Iteration 52Q: 3 clusters Score -2006495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2006498.625000 Penalty: 4671.209473
	Iteration 53Q: 3 clusters Score -2006499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2006499.000000 Penalty: 4671.209473
	Iteration 54Q: 3 clusters Score -2006499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2006497.750000 Penalty: 4671.209473
	Iteration 55Q: 3 clusters Score -2006498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2006500.375000 Penalty: 4671.209473
	Iteration 56Q: 3 clusters Score -2006500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2006500.125000 Penalty: 4671.209473
	Iteration 57Q: 3 clusters Score -2006500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2006499.000000 Penalty: 4671.209473
	Iteration 58Q: 3 clusters Score -2006499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2006506.500000 Penalty: 4671.209473
	Iteration 59Q: 3 clusters Score -2006506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2006505.000000 Penalty: 4671.209473
	Iteration 60F: 3 clusters Score -2006505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2006507.500000 Penalty: 4671.209473
	Iteration 61Q: 3 clusters Score -2006508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2006507.000000 Penalty: 4671.209473
	Iteration 62Q: 3 clusters Score -2006507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2006507.875000 Penalty: 4671.209473
	Iteration 63Q: 3 clusters Score -2006508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2006506.500000 Penalty: 4671.209473
	Iteration 64Q: 3 clusters Score -2006506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2006507.750000 Penalty: 4671.209473
	Iteration 65Q: 3 clusters Score -2006508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2006512.250000 Penalty: 4671.209473
	Iteration 66Q: 3 clusters Score -2006512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2006515.875000 Penalty: 4671.209473
	Iteration 67Q: 3 clusters Score -2006516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2006514.750000 Penalty: 4671.209473
	Iteration 68Q: 3 clusters Score -2006515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2006515.375000 Penalty: 4671.209473
	Iteration 69Q: 3 clusters Score -2006515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2006516.500000 Penalty: 4671.209473
	Iteration 70Q: 3 clusters Score -2006516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2006516.500000 Penalty: 4671.209473
	Iteration 71F: 3 clusters Score -2006516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Entering Unmasked Estep 
Score: -487380.750000 Penalty: 1977.854736
	Iteration 0F: 2 clusters Score -487380.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -484209.500000 Penalty: 3955.709473
	Iteration 0F: 3 clusters Score -484209.5 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -484831.312500 Penalty: 3955.709473
	Iteration 1F: 3 clusters Score -484831.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -484968.375000 Penalty: 3955.709473
	Iteration 2F: 3 clusters Score -484968.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -485057.156250 Penalty: 3955.709473
	Iteration 3Q: 3 clusters Score -485057.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -485135.968750 Penalty: 3955.709473
	Iteration 4Q: 3 clusters Score -485136 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -485222.781250 Penalty: 3955.709473
	Iteration 5Q: 3 clusters Score -485222.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -485300.000000 Penalty: 3955.709473
	Iteration 6Q: 3 clusters Score -485300 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -485370.187500 Penalty: 3955.709473
	Iteration 7Q: 3 clusters Score -485370.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -485438.625000 Penalty: 3955.709473
	Iteration 8Q: 3 clusters Score -485438.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -485510.156250 Penalty: 3955.709473
	Iteration 9Q: 3 clusters Score -485510.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -485592.656250 Penalty: 3955.709473
	Iteration 10Q: 3 clusters Score -485592.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -485668.687500 Penalty: 3955.709473
	Iteration 11Q: 3 clusters Score -485668.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -485739.656250 Penalty: 3955.709473
	Iteration 12Q: 3 clusters Score -485739.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -485808.500000 Penalty: 3955.709473
	Iteration 13Q: 3 clusters Score -485808.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -485861.468750 Penalty: 3955.709473
	Iteration 14Q: 3 clusters Score -485861.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -485909.812500 Penalty: 3955.709473
	Iteration 15Q: 3 clusters Score -485909.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -485956.187500 Penalty: 3955.709473
	Iteration 16Q: 3 clusters Score -485956.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -485989.531250 Penalty: 3955.709473
	Iteration 17Q: 3 clusters Score -485989.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -486006.437500 Penalty: 3955.709473
	Iteration 18Q: 3 clusters Score -486006.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -486017.625000 Penalty: 3955.709473
	Iteration 19Q: 3 clusters Score -486017.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -486025.062500 Penalty: 3955.709473
	Iteration 20F: 3 clusters Score -486025.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -486032.281250 Penalty: 3955.709473
	Iteration 21Q: 3 clusters Score -486032.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -486041.093750 Penalty: 3955.709473
	Iteration 22Q: 3 clusters Score -486041.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -486047.343750 Penalty: 3955.709473
	Iteration 23Q: 3 clusters Score -486047.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -486054.875000 Penalty: 3955.709473
	Iteration 24Q: 3 clusters Score -486054.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -486060.281250 Penalty: 3955.709473
	Iteration 25Q: 3 clusters Score -486060.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -486062.656250 Penalty: 3955.709473
	Iteration 26Q: 3 clusters Score -486062.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -486067.937500 Penalty: 3955.709473
	Iteration 27Q: 3 clusters Score -486067.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -486072.093750 Penalty: 3955.709473
	Iteration 28Q: 3 clusters Score -486072.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -486076.750000 Penalty: 3955.709473
	Iteration 29Q: 3 clusters Score -486076.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -486083.843750 Penalty: 3955.709473
	Iteration 30Q: 3 clusters Score -486083.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -486089.875000 Penalty: 3955.709473
	Iteration 31Q: 3 clusters Score -486089.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -486092.281250 Penalty: 3955.709473
	Iteration 32Q: 3 clusters Score -486092.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -486094.031250 Penalty: 3955.709473
	Iteration 33Q: 3 clusters Score -486094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -486094.812500 Penalty: 3955.709473
	Iteration 34Q: 3 clusters Score -486094.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -486096.656250 Penalty: 3955.709473
	Iteration 35Q: 3 clusters Score -486096.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -486096.656250 Penalty: 3955.709473
	Iteration 36F: 3 clusters Score -486096.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Entering Unmasked Estep 
Score: -1071579.375000 Penalty: 2169.185791
	Iteration 0F: 2 clusters Score -1071579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1066207.500000 Penalty: 4338.371582
	Iteration 0F: 3 clusters Score -1066208 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1067603.375000 Penalty: 4338.371582
	Iteration 1F: 3 clusters Score -1067603 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1067876.500000 Penalty: 4338.371582
	Iteration 2F: 3 clusters Score -1067876 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1068016.250000 Penalty: 4338.371582
	Iteration 3F: 3 clusters Score -1068016 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1068096.375000 Penalty: 4338.371582
	Iteration 4Q: 3 clusters Score -1068096 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1068166.625000 Penalty: 4338.371582
	Iteration 5Q: 3 clusters Score -1068167 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1068245.250000 Penalty: 4338.371582
	Iteration 6Q: 3 clusters Score -1068245 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1068342.250000 Penalty: 4338.371582
	Iteration 7Q: 3 clusters Score -1068342 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1068444.125000 Penalty: 4338.371582
	Iteration 8Q: 3 clusters Score -1068444 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1068543.625000 Penalty: 4338.371582
	Iteration 9Q: 3 clusters Score -1068544 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1068622.875000 Penalty: 4338.371582
	Iteration 10Q: 3 clusters Score -1068623 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1068683.375000 Penalty: 4338.371582
	Iteration 11Q: 3 clusters Score -1068683 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1068739.375000 Penalty: 4338.371582
	Iteration 12Q: 3 clusters Score -1068739 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1068786.500000 Penalty: 4338.371582
	Iteration 13Q: 3 clusters Score -1068786 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1068840.250000 Penalty: 4338.371582
	Iteration 14Q: 3 clusters Score -1068840 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1068906.875000 Penalty: 4338.371582
	Iteration 15Q: 3 clusters Score -1068907 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1068974.625000 Penalty: 4338.371582
	Iteration 16Q: 3 clusters Score -1068975 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1069054.000000 Penalty: 4338.371582
	Iteration 17Q: 3 clusters Score -1069054 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1069127.875000 Penalty: 4338.371582
	Iteration 18Q: 3 clusters Score -1069128 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1069210.125000 Penalty: 4338.371582
	Iteration 19Q: 3 clusters Score -1069210 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1069300.125000 Penalty: 4338.371582
	Iteration 20F: 3 clusters Score -1069300 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1069407.750000 Penalty: 4338.371582
	Iteration 21Q: 3 clusters Score -1069408 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1069491.375000 Penalty: 4338.371582
	Iteration 22Q: 3 clusters Score -1069491 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1069570.125000 Penalty: 4338.371582
	Iteration 23Q: 3 clusters Score -1069570 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1069637.500000 Penalty: 4338.371582
	Iteration 24Q: 3 clusters Score -1069638 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1069699.250000 Penalty: 4338.371582
	Iteration 25Q: 3 clusters Score -1069699 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1069762.250000 Penalty: 4338.371582
	Iteration 26Q: 3 clusters Score -1069762 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1069811.125000 Penalty: 4338.371582
	Iteration 27Q: 3 clusters Score -1069811 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1069852.625000 Penalty: 4338.371582
	Iteration 28Q: 3 clusters Score -1069853 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1069888.125000 Penalty: 4338.371582
	Iteration 29Q: 3 clusters Score -1069888 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1069924.125000 Penalty: 4338.371582
	Iteration 30Q: 3 clusters Score -1069924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1069940.875000 Penalty: 4338.371582
	Iteration 31Q: 3 clusters Score -1069941 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1069956.500000 Penalty: 4338.371582
	Iteration 32Q: 3 clusters Score -1069956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1069964.250000 Penalty: 4338.371582
	Iteration 33Q: 3 clusters Score -1069964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1069965.125000 Penalty: 4338.371582
	Iteration 34Q: 3 clusters Score -1069965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1069969.500000 Penalty: 4338.371582
	Iteration 35Q: 3 clusters Score -1069970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1069972.250000 Penalty: 4338.371582
	Iteration 36Q: 3 clusters Score -1069972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1069974.000000 Penalty: 4338.371582
	Iteration 37Q: 3 clusters Score -1069974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1069975.500000 Penalty: 4338.371582
	Iteration 38Q: 3 clusters Score -1069976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1069979.000000 Penalty: 4338.371582
	Iteration 39Q: 3 clusters Score -1069979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1069980.375000 Penalty: 4338.371582
	Iteration 40F: 3 clusters Score -1069980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1069983.250000 Penalty: 4338.371582
	Iteration 41Q: 3 clusters Score -1069983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1069985.250000 Penalty: 4338.371582
	Iteration 42Q: 3 clusters Score -1069985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1069991.875000 Penalty: 4338.371582
	Iteration 43Q: 3 clusters Score -1069992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1069993.875000 Penalty: 4338.371582
	Iteration 44Q: 3 clusters Score -1069994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1069995.625000 Penalty: 4338.371582
	Iteration 45Q: 3 clusters Score -1069996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1069993.750000 Penalty: 4338.371582
	Iteration 46Q: 3 clusters Score -1069994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1069994.625000 Penalty: 4338.371582
	Iteration 47Q: 3 clusters Score -1069995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1069994.625000 Penalty: 4338.371582
	Iteration 48F: 3 clusters Score -1069995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Entering Unmasked Estep 
Score: -1894439.625000 Penalty: 2313.837158
	Iteration 0F: 2 clusters Score -1894440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1886083.250000 Penalty: 4627.674316
	Iteration 0F: 3 clusters Score -1886083 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1888595.750000 Penalty: 4627.674316
	Iteration 1F: 3 clusters Score -1888596 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1888897.250000 Penalty: 4627.674316
	Iteration 2F: 3 clusters Score -1888897 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1889133.250000 Penalty: 4627.674316
	Iteration 3Q: 3 clusters Score -1889133 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1889335.000000 Penalty: 4627.674316
	Iteration 4Q: 3 clusters Score -1889335 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1889518.250000 Penalty: 4627.674316
	Iteration 5Q: 3 clusters Score -1889518 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1889661.000000 Penalty: 4627.674316
	Iteration 6Q: 3 clusters Score -1889661 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1889803.500000 Penalty: 4627.674316
	Iteration 7Q: 3 clusters Score -1889804 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1889924.625000 Penalty: 4627.674316
	Iteration 8Q: 3 clusters Score -1889925 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1890040.000000 Penalty: 4627.674316
	Iteration 9Q: 3 clusters Score -1890040 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1890148.375000 Penalty: 4627.674316
	Iteration 10Q: 3 clusters Score -1890148 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1890251.500000 Penalty: 4627.674316
	Iteration 11Q: 3 clusters Score -1890252 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1890355.625000 Penalty: 4627.674316
	Iteration 12Q: 3 clusters Score -1890356 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1890442.000000 Penalty: 4627.674316
	Iteration 13Q: 3 clusters Score -1890442 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1890528.375000 Penalty: 4627.674316
	Iteration 14Q: 3 clusters Score -1890528 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1890636.500000 Penalty: 4627.674316
	Iteration 15Q: 3 clusters Score -1890636 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1890759.625000 Penalty: 4627.674316
	Iteration 16Q: 3 clusters Score -1890760 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1890885.875000 Penalty: 4627.674316
	Iteration 17Q: 3 clusters Score -1890886 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1891044.250000 Penalty: 4627.674316
	Iteration 18Q: 3 clusters Score -1891044 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1891201.500000 Penalty: 4627.674316
	Iteration 19Q: 3 clusters Score -1891202 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1891366.375000 Penalty: 4627.674316
	Iteration 20F: 3 clusters Score -1891366 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1891528.750000 Penalty: 4627.674316
	Iteration 21Q: 3 clusters Score -1891529 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1891642.375000 Penalty: 4627.674316
	Iteration 22Q: 3 clusters Score -1891642 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1891715.125000 Penalty: 4627.674316
	Iteration 23Q: 3 clusters Score -1891715 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1891780.625000 Penalty: 4627.674316
	Iteration 24Q: 3 clusters Score -1891781 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1891832.125000 Penalty: 4627.674316
	Iteration 25Q: 3 clusters Score -1891832 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1891870.000000 Penalty: 4627.674316
	Iteration 26Q: 3 clusters Score -1891870 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1891903.125000 Penalty: 4627.674316
	Iteration 27Q: 3 clusters Score -1891903 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1891946.125000 Penalty: 4627.674316
	Iteration 28Q: 3 clusters Score -1891946 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1891974.875000 Penalty: 4627.674316
	Iteration 29Q: 3 clusters Score -1891975 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1892003.500000 Penalty: 4627.674316
	Iteration 30Q: 3 clusters Score -1892004 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1892024.250000 Penalty: 4627.674316
	Iteration 31Q: 3 clusters Score -1892024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1892043.375000 Penalty: 4627.674316
	Iteration 32Q: 3 clusters Score -1892043 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1892063.875000 Penalty: 4627.674316
	Iteration 33Q: 3 clusters Score -1892064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1892074.750000 Penalty: 4627.674316
	Iteration 34Q: 3 clusters Score -1892075 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1892089.000000 Penalty: 4627.674316
	Iteration 35Q: 3 clusters Score -1892089 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1892107.375000 Penalty: 4627.674316
	Iteration 36Q: 3 clusters Score -1892107 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1892115.625000 Penalty: 4627.674316
	Iteration 37Q: 3 clusters Score -1892116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1892126.500000 Penalty: 4627.674316
	Iteration 38Q: 3 clusters Score -1892126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1892146.750000 Penalty: 4627.674316
	Iteration 39Q: 3 clusters Score -1892147 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1892166.500000 Penalty: 4627.674316
	Iteration 40F: 3 clusters Score -1892166 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1892185.625000 Penalty: 4627.674316
	Iteration 41Q: 3 clusters Score -1892186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1892201.000000 Penalty: 4627.674316
	Iteration 42Q: 3 clusters Score -1892201 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1892216.875000 Penalty: 4627.674316
	Iteration 43Q: 3 clusters Score -1892217 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1892230.875000 Penalty: 4627.674316
	Iteration 44Q: 3 clusters Score -1892231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1892243.875000 Penalty: 4627.674316
	Iteration 45Q: 3 clusters Score -1892244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1892250.875000 Penalty: 4627.674316
	Iteration 46Q: 3 clusters Score -1892251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1892263.625000 Penalty: 4627.674316
	Iteration 47Q: 3 clusters Score -1892264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1892272.875000 Penalty: 4627.674316
	Iteration 48Q: 3 clusters Score -1892273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1892279.250000 Penalty: 4627.674316
	Iteration 49Q: 3 clusters Score -1892279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1892278.375000 Penalty: 4627.674316
	Iteration 50Q: 3 clusters Score -1892278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1892286.500000 Penalty: 4627.674316
	Iteration 51Q: 3 clusters Score -1892286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1892295.125000 Penalty: 4627.674316
	Iteration 52Q: 3 clusters Score -1892295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1892301.250000 Penalty: 4627.674316
	Iteration 53Q: 3 clusters Score -1892301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1892307.125000 Penalty: 4627.674316
	Iteration 54Q: 3 clusters Score -1892307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1892312.750000 Penalty: 4627.674316
	Iteration 55Q: 3 clusters Score -1892313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1892325.000000 Penalty: 4627.674316
	Iteration 56Q: 3 clusters Score -1892325 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1892341.500000 Penalty: 4627.674316
	Iteration 57Q: 3 clusters Score -1892342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1892361.250000 Penalty: 4627.674316
	Iteration 58Q: 3 clusters Score -1892361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1892378.500000 Penalty: 4627.674316
	Iteration 59Q: 3 clusters Score -1892378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1892397.625000 Penalty: 4627.674316
	Iteration 60F: 3 clusters Score -1892398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1892420.125000 Penalty: 4627.674316
	Iteration 61Q: 3 clusters Score -1892420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1892424.750000 Penalty: 4627.674316
	Iteration 62Q: 3 clusters Score -1892425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1892440.750000 Penalty: 4627.674316
	Iteration 63Q: 3 clusters Score -1892441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1892448.250000 Penalty: 4627.674316
	Iteration 64Q: 3 clusters Score -1892448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1892460.375000 Penalty: 4627.674316
	Iteration 65Q: 3 clusters Score -1892460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1892475.875000 Penalty: 4627.674316
	Iteration 66Q: 3 clusters Score -1892476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1892482.625000 Penalty: 4627.674316
	Iteration 67Q: 3 clusters Score -1892483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1892495.250000 Penalty: 4627.674316
	Iteration 68Q: 3 clusters Score -1892495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1892496.000000 Penalty: 4627.674316
	Iteration 69Q: 3 clusters Score -1892496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1892499.625000 Penalty: 4627.674316
	Iteration 70Q: 3 clusters Score -1892500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1892503.125000 Penalty: 4627.674316
	Iteration 71Q: 3 clusters Score -1892503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1892508.750000 Penalty: 4627.674316
	Iteration 72Q: 3 clusters Score -1892509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1892514.625000 Penalty: 4627.674316
	Iteration 73Q: 3 clusters Score -1892515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1892516.125000 Penalty: 4627.674316
	Iteration 74Q: 3 clusters Score -1892516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1892520.000000 Penalty: 4627.674316
	Iteration 75Q: 3 clusters Score -1892520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1892522.125000 Penalty: 4627.674316
	Iteration 76Q: 3 clusters Score -1892522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1892523.250000 Penalty: 4627.674316
	Iteration 77Q: 3 clusters Score -1892523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1892523.250000 Penalty: 4627.674316
	Iteration 78F: 3 clusters Score -1892523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Entering Unmasked Estep 
Score: -1639182.750000 Penalty: 2302.100098
	Iteration 0F: 2 clusters Score -1639183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1631164.375000 Penalty: 4604.200195
	Iteration 0F: 3 clusters Score -1631164 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1633787.750000 Penalty: 4604.200195
	Iteration 1F: 3 clusters Score -1633788 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1634379.000000 Penalty: 4604.200195
	Iteration 2F: 3 clusters Score -1634379 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1634929.000000 Penalty: 4604.200195
	Iteration 3F: 3 clusters Score -1634929 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1635422.875000 Penalty: 4604.200195
	Iteration 4F: 3 clusters Score -1635423 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1635868.375000 Penalty: 4604.200195
	Iteration 5F: 3 clusters Score -1635868 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1636274.375000 Penalty: 4604.200195
	Iteration 6F: 3 clusters Score -1636274 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1636597.000000 Penalty: 4604.200195
	Iteration 7Q: 3 clusters Score -1636597 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1636892.625000 Penalty: 4604.200195
	Iteration 8Q: 3 clusters Score -1636893 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1637200.500000 Penalty: 4604.200195
	Iteration 9Q: 3 clusters Score -1637200 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1637471.250000 Penalty: 4604.200195
	Iteration 10Q: 3 clusters Score -1637471 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1637700.125000 Penalty: 4604.200195
	Iteration 11Q: 3 clusters Score -1637700 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1637871.000000 Penalty: 4604.200195
	Iteration 12Q: 3 clusters Score -1637871 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1638005.875000 Penalty: 4604.200195
	Iteration 13Q: 3 clusters Score -1638006 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1638135.000000 Penalty: 4604.200195
	Iteration 14Q: 3 clusters Score -1638135 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1638229.875000 Penalty: 4604.200195
	Iteration 15Q: 3 clusters Score -1638230 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1638290.500000 Penalty: 4604.200195
	Iteration 16Q: 3 clusters Score -1638290 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1638352.750000 Penalty: 4604.200195
	Iteration 17Q: 3 clusters Score -1638353 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1638414.625000 Penalty: 4604.200195
	Iteration 18Q: 3 clusters Score -1638415 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1638454.250000 Penalty: 4604.200195
	Iteration 19Q: 3 clusters Score -1638454 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1638489.250000 Penalty: 4604.200195
	Iteration 20F: 3 clusters Score -1638489 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1638521.500000 Penalty: 4604.200195
	Iteration 21Q: 3 clusters Score -1638522 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1638541.125000 Penalty: 4604.200195
	Iteration 22Q: 3 clusters Score -1638541 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1638555.375000 Penalty: 4604.200195
	Iteration 23Q: 3 clusters Score -1638555 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1638570.250000 Penalty: 4604.200195
	Iteration 24Q: 3 clusters Score -1638570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1638582.750000 Penalty: 4604.200195
	Iteration 25Q: 3 clusters Score -1638583 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1638592.000000 Penalty: 4604.200195
	Iteration 26Q: 3 clusters Score -1638592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1638598.625000 Penalty: 4604.200195
	Iteration 27Q: 3 clusters Score -1638599 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1638602.625000 Penalty: 4604.200195
	Iteration 28Q: 3 clusters Score -1638603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1638615.875000 Penalty: 4604.200195
	Iteration 29Q: 3 clusters Score -1638616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1638621.500000 Penalty: 4604.200195
	Iteration 30Q: 3 clusters Score -1638622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1638621.250000 Penalty: 4604.200195
	Iteration 31Q: 3 clusters Score -1638621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1638624.625000 Penalty: 4604.200195
	Iteration 32Q: 3 clusters Score -1638625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1638626.000000 Penalty: 4604.200195
	Iteration 33Q: 3 clusters Score -1638626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1638626.875000 Penalty: 4604.200195
	Iteration 34Q: 3 clusters Score -1638627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1638629.000000 Penalty: 4604.200195
	Iteration 35Q: 3 clusters Score -1638629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1638629.500000 Penalty: 4604.200195
	Iteration 36Q: 3 clusters Score -1638630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1638627.750000 Penalty: 4604.200195
	Iteration 37Q: 3 clusters Score -1638628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1638629.250000 Penalty: 4604.200195
	Iteration 38Q: 3 clusters Score -1638629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1638632.125000 Penalty: 4604.200195
	Iteration 39Q: 3 clusters Score -1638632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1638632.000000 Penalty: 4604.200195
	Iteration 40F: 3 clusters Score -1638632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Entering Unmasked Estep 
Score: -357605.656250 Penalty: 1903.995361
	Iteration 0F: 2 clusters Score -357605.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -354866.187500 Penalty: 3807.990723
	Iteration 0F: 3 clusters Score -354866.2 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -355354.625000 Penalty: 3807.990723
	Iteration 1F: 3 clusters Score -355354.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -355495.343750 Penalty: 3807.990723
	Iteration 2F: 3 clusters Score -355495.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -355579.250000 Penalty: 3807.990723
	Iteration 3Q: 3 clusters Score -355579.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -355635.906250 Penalty: 3807.990723
	Iteration 4Q: 3 clusters Score -355635.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -355670.656250 Penalty: 3807.990723
	Iteration 5Q: 3 clusters Score -355670.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -355695.843750 Penalty: 3807.990723
	Iteration 6Q: 3 clusters Score -355695.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -355724.500000 Penalty: 3807.990723
	Iteration 7Q: 3 clusters Score -355724.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -355746.343750 Penalty: 3807.990723
	Iteration 8Q: 3 clusters Score -355746.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -355772.218750 Penalty: 3807.990723
	Iteration 9Q: 3 clusters Score -355772.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -355811.375000 Penalty: 3807.990723
	Iteration 10Q: 3 clusters Score -355811.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -355866.531250 Penalty: 3807.990723
	Iteration 11Q: 3 clusters Score -355866.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -355915.562500 Penalty: 3807.990723
	Iteration 12Q: 3 clusters Score -355915.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -355950.000000 Penalty: 3807.990723
	Iteration 13Q: 3 clusters Score -355950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -355979.218750 Penalty: 3807.990723
	Iteration 14Q: 3 clusters Score -355979.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -356005.562500 Penalty: 3807.990723
	Iteration 15Q: 3 clusters Score -356005.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -356022.718750 Penalty: 3807.990723
	Iteration 16Q: 3 clusters Score -356022.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -356042.250000 Penalty: 3807.990723
	Iteration 17Q: 3 clusters Score -356042.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -356053.437500 Penalty: 3807.990723
	Iteration 18Q: 3 clusters Score -356053.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -356058.437500 Penalty: 3807.990723
	Iteration 19Q: 3 clusters Score -356058.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -356064.500000 Penalty: 3807.990723
	Iteration 20F: 3 clusters Score -356064.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -356073.718750 Penalty: 3807.990723
	Iteration 21Q: 3 clusters Score -356073.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -356084.031250 Penalty: 3807.990723
	Iteration 22Q: 3 clusters Score -356084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -356096.218750 Penalty: 3807.990723
	Iteration 23Q: 3 clusters Score -356096.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -356110.156250 Penalty: 3807.990723
	Iteration 24Q: 3 clusters Score -356110.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -356122.843750 Penalty: 3807.990723
	Iteration 25Q: 3 clusters Score -356122.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -356133.406250 Penalty: 3807.990723
	Iteration 26Q: 3 clusters Score -356133.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -356146.156250 Penalty: 3807.990723
	Iteration 27Q: 3 clusters Score -356146.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -356153.593750 Penalty: 3807.990723
	Iteration 28Q: 3 clusters Score -356153.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -356162.843750 Penalty: 3807.990723
	Iteration 29Q: 3 clusters Score -356162.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -356168.812500 Penalty: 3807.990723
	Iteration 30Q: 3 clusters Score -356168.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -356171.875000 Penalty: 3807.990723
	Iteration 31Q: 3 clusters Score -356171.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -356176.156250 Penalty: 3807.990723
	Iteration 32Q: 3 clusters Score -356176.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -356181.031250 Penalty: 3807.990723
	Iteration 33Q: 3 clusters Score -356181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -356192.437500 Penalty: 3807.990723
	Iteration 34Q: 3 clusters Score -356192.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -356201.968750 Penalty: 3807.990723
	Iteration 35Q: 3 clusters Score -356202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -356206.875000 Penalty: 3807.990723
	Iteration 36Q: 3 clusters Score -356206.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -356208.843750 Penalty: 3807.990723
	Iteration 37Q: 3 clusters Score -356208.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -356208.875000 Penalty: 3807.990723
	Iteration 38Q: 3 clusters Score -356208.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -356209.625000 Penalty: 3807.990723
	Iteration 39Q: 3 clusters Score -356209.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -356209.718750 Penalty: 3807.990723
	Iteration 40F: 3 clusters Score -356209.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (57769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Entering Unmasked Estep 
Score: -9660781.000000 Penalty: 2719.123535
	Iteration 0F: 2 clusters Score -9660781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -9622037.000000 Penalty: 5438.247070
	Iteration 0F: 3 clusters Score -9622037 nChanged 26882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -9637288.000000 Penalty: 5438.247070
	Iteration 1F: 3 clusters Score -9637288 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -9637966.000000 Penalty: 5438.247070
	Iteration 2Q: 3 clusters Score -9637966 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -9638872.000000 Penalty: 5438.247070
	Iteration 3Q: 3 clusters Score -9638872 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -9640007.000000 Penalty: 5438.247070
	Iteration 4Q: 3 clusters Score -9640007 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -9641499.000000 Penalty: 5438.247070
	Iteration 5F: 3 clusters Score -9641499 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -9643429.000000 Penalty: 5438.247070
	Iteration 6F: 3 clusters Score -9643429 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -9645672.000000 Penalty: 5438.247070
	Iteration 7F: 3 clusters Score -9645672 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -9648228.000000 Penalty: 5438.247070
	Iteration 8F: 3 clusters Score -9648228 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -9650627.000000 Penalty: 5438.247070
	Iteration 9F: 3 clusters Score -9650627 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -9652568.000000 Penalty: 5438.247070
	Iteration 10Q: 3 clusters Score -9652568 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -9653992.000000 Penalty: 5438.247070
	Iteration 11Q: 3 clusters Score -9653992 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -9655003.000000 Penalty: 5438.247070
	Iteration 12Q: 3 clusters Score -9655003 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -9655864.000000 Penalty: 5438.247070
	Iteration 13Q: 3 clusters Score -9655864 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52454 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -9656464.000000 Penalty: 5438.247070
	Iteration 14Q: 3 clusters Score -9656464 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53316 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -9656890.000000 Penalty: 5438.247070
	Iteration 15Q: 3 clusters Score -9656890 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -9657223.000000 Penalty: 5438.247070
	Iteration 16Q: 3 clusters Score -9657223 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -9657503.000000 Penalty: 5438.247070
	Iteration 17Q: 3 clusters Score -9657503 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -9657707.000000 Penalty: 5438.247070
	Iteration 18Q: 3 clusters Score -9657707 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -9657883.000000 Penalty: 5438.247070
	Iteration 19Q: 3 clusters Score -9657883 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -9658030.000000 Penalty: 5438.247070
	Iteration 20F: 3 clusters Score -9658030 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -9658102.000000 Penalty: 5438.247070
	Iteration 21Q: 3 clusters Score -9658102 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56014 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -9658179.000000 Penalty: 5438.247070
	Iteration 22Q: 3 clusters Score -9658179 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56135 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -9658200.000000 Penalty: 5438.247070
	Iteration 23Q: 3 clusters Score -9658200 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -9658245.000000 Penalty: 5438.247070
	Iteration 24Q: 3 clusters Score -9658245 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56311 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -9658301.000000 Penalty: 5438.247070
	Iteration 25Q: 3 clusters Score -9658301 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9658322.000000 Penalty: 5438.247070
	Iteration 26Q: 3 clusters Score -9658322 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -9658384.000000 Penalty: 5438.247070
	Iteration 27Q: 3 clusters Score -9658384 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9658417.000000 Penalty: 5438.247070
	Iteration 28Q: 3 clusters Score -9658417 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -9658442.000000 Penalty: 5438.247070
	Iteration 29Q: 3 clusters Score -9658442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -9658455.000000 Penalty: 5438.247070
	Iteration 30Q: 3 clusters Score -9658455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56626 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -9658464.000000 Penalty: 5438.247070
	Iteration 31Q: 3 clusters Score -9658464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -9658484.000000 Penalty: 5438.247070
	Iteration 32Q: 3 clusters Score -9658484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56669 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -9658502.000000 Penalty: 5438.247070
	Iteration 33Q: 3 clusters Score -9658502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -9658510.000000 Penalty: 5438.247070
	Iteration 34Q: 3 clusters Score -9658510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56717 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -9658522.000000 Penalty: 5438.247070
	Iteration 35Q: 3 clusters Score -9658522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56736 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -9658524.000000 Penalty: 5438.247070
	Iteration 36Q: 3 clusters Score -9658524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -9658538.000000 Penalty: 5438.247070
	Iteration 37Q: 3 clusters Score -9658538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56772 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -9658542.000000 Penalty: 5438.247070
	Iteration 38Q: 3 clusters Score -9658542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9658522.000000 Penalty: 5438.247070
	Iteration 39Q: 3 clusters Score -9658522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -9658532.000000 Penalty: 5438.247070
	Iteration 40F: 3 clusters Score -9658532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56813 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -9658543.000000 Penalty: 5438.247070
	Iteration 41Q: 3 clusters Score -9658543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9658553.000000 Penalty: 5438.247070
	Iteration 42Q: 3 clusters Score -9658553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9658544.000000 Penalty: 5438.247070
	Iteration 43Q: 3 clusters Score -9658544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -9658562.000000 Penalty: 5438.247070
	Iteration 44Q: 3 clusters Score -9658562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9658555.000000 Penalty: 5438.247070
	Iteration 45Q: 3 clusters Score -9658555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56843 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -9658564.000000 Penalty: 5438.247070
	Iteration 46Q: 3 clusters Score -9658564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -9658562.000000 Penalty: 5438.247070
	Iteration 47Q: 3 clusters Score -9658562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -9658571.000000 Penalty: 5438.247070
	Iteration 48Q: 3 clusters Score -9658571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56851 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -9658570.000000 Penalty: 5438.247070
	Iteration 49Q: 3 clusters Score -9658570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56852 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9658569.000000 Penalty: 5438.247070
	Iteration 50Q: 3 clusters Score -9658569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56852 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9658569.000000 Penalty: 5438.247070
	Iteration 51F: 3 clusters Score -9658569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Entering Unmasked Estep 
Score: -1854551.125000 Penalty: 2322.145508
	Iteration 0F: 2 clusters Score -1854551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1845882.375000 Penalty: 4644.291016
	Iteration 0F: 3 clusters Score -1845882 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1848512.625000 Penalty: 4644.291016
	Iteration 1F: 3 clusters Score -1848513 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1848918.625000 Penalty: 4644.291016
	Iteration 2F: 3 clusters Score -1848919 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1849254.875000 Penalty: 4644.291016
	Iteration 3F: 3 clusters Score -1849255 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1849518.750000 Penalty: 4644.291016
	Iteration 4Q: 3 clusters Score -1849519 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1849727.750000 Penalty: 4644.291016
	Iteration 5Q: 3 clusters Score -1849728 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1849925.125000 Penalty: 4644.291016
	Iteration 6Q: 3 clusters Score -1849925 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1850101.375000 Penalty: 4644.291016
	Iteration 7Q: 3 clusters Score -1850101 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1850257.125000 Penalty: 4644.291016
	Iteration 8Q: 3 clusters Score -1850257 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1850417.375000 Penalty: 4644.291016
	Iteration 9Q: 3 clusters Score -1850417 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1850593.250000 Penalty: 4644.291016
	Iteration 10Q: 3 clusters Score -1850593 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1850775.750000 Penalty: 4644.291016
	Iteration 11Q: 3 clusters Score -1850776 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1850953.750000 Penalty: 4644.291016
	Iteration 12Q: 3 clusters Score -1850954 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1851145.000000 Penalty: 4644.291016
	Iteration 13Q: 3 clusters Score -1851145 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1851323.125000 Penalty: 4644.291016
	Iteration 14Q: 3 clusters Score -1851323 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1851510.250000 Penalty: 4644.291016
	Iteration 15Q: 3 clusters Score -1851510 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1851680.000000 Penalty: 4644.291016
	Iteration 16Q: 3 clusters Score -1851680 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1851824.250000 Penalty: 4644.291016
	Iteration 17Q: 3 clusters Score -1851824 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1851966.000000 Penalty: 4644.291016
	Iteration 18Q: 3 clusters Score -1851966 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1852113.375000 Penalty: 4644.291016
	Iteration 19Q: 3 clusters Score -1852113 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1852216.250000 Penalty: 4644.291016
	Iteration 20F: 3 clusters Score -1852216 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1852313.500000 Penalty: 4644.291016
	Iteration 21Q: 3 clusters Score -1852314 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1852407.625000 Penalty: 4644.291016
	Iteration 22Q: 3 clusters Score -1852408 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1852487.125000 Penalty: 4644.291016
	Iteration 23Q: 3 clusters Score -1852487 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1852534.875000 Penalty: 4644.291016
	Iteration 24Q: 3 clusters Score -1852535 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1852577.250000 Penalty: 4644.291016
	Iteration 25Q: 3 clusters Score -1852577 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1852615.750000 Penalty: 4644.291016
	Iteration 26Q: 3 clusters Score -1852616 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1852647.750000 Penalty: 4644.291016
	Iteration 27Q: 3 clusters Score -1852648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1852660.250000 Penalty: 4644.291016
	Iteration 28Q: 3 clusters Score -1852660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1852669.875000 Penalty: 4644.291016
	Iteration 29Q: 3 clusters Score -1852670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1852681.625000 Penalty: 4644.291016
	Iteration 30Q: 3 clusters Score -1852682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1852694.500000 Penalty: 4644.291016
	Iteration 31Q: 3 clusters Score -1852694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1852705.875000 Penalty: 4644.291016
	Iteration 32Q: 3 clusters Score -1852706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1852715.000000 Penalty: 4644.291016
	Iteration 33Q: 3 clusters Score -1852715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1852730.125000 Penalty: 4644.291016
	Iteration 34Q: 3 clusters Score -1852730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1852747.750000 Penalty: 4644.291016
	Iteration 35Q: 3 clusters Score -1852748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1852766.625000 Penalty: 4644.291016
	Iteration 36Q: 3 clusters Score -1852767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1852779.875000 Penalty: 4644.291016
	Iteration 37Q: 3 clusters Score -1852780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1852791.625000 Penalty: 4644.291016
	Iteration 38Q: 3 clusters Score -1852792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1852797.875000 Penalty: 4644.291016
	Iteration 39Q: 3 clusters Score -1852798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1852819.375000 Penalty: 4644.291016
	Iteration 40F: 3 clusters Score -1852819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1852833.250000 Penalty: 4644.291016
	Iteration 41Q: 3 clusters Score -1852833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1852851.375000 Penalty: 4644.291016
	Iteration 42Q: 3 clusters Score -1852851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1852871.625000 Penalty: 4644.291016
	Iteration 43Q: 3 clusters Score -1852872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1852886.250000 Penalty: 4644.291016
	Iteration 44Q: 3 clusters Score -1852886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1852908.000000 Penalty: 4644.291016
	Iteration 45Q: 3 clusters Score -1852908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1852913.750000 Penalty: 4644.291016
	Iteration 46Q: 3 clusters Score -1852914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1852923.250000 Penalty: 4644.291016
	Iteration 47Q: 3 clusters Score -1852923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1852924.000000 Penalty: 4644.291016
	Iteration 48Q: 3 clusters Score -1852924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1852924.000000 Penalty: 4644.291016
	Iteration 49Q: 3 clusters Score -1852924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1852933.750000 Penalty: 4644.291016
	Iteration 50F: 3 clusters Score -1852934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1852944.125000 Penalty: 4644.291016
	Iteration 51Q: 3 clusters Score -1852944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1852952.750000 Penalty: 4644.291016
	Iteration 52Q: 3 clusters Score -1852953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1852955.375000 Penalty: 4644.291016
	Iteration 53Q: 3 clusters Score -1852955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1852960.625000 Penalty: 4644.291016
	Iteration 54Q: 3 clusters Score -1852961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1852968.125000 Penalty: 4644.291016
	Iteration 55Q: 3 clusters Score -1852968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1852974.250000 Penalty: 4644.291016
	Iteration 56Q: 3 clusters Score -1852974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1852974.375000 Penalty: 4644.291016
	Iteration 57Q: 3 clusters Score -1852974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1852974.000000 Penalty: 4644.291016
	Iteration 58Q: 3 clusters Score -1852974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1852974.000000 Penalty: 4644.291016
	Iteration 59F: 3 clusters Score -1852974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Entering Unmasked Estep 
Score: -691646.062500 Penalty: 2076.297607
	Iteration 0F: 2 clusters Score -691646.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -687585.562500 Penalty: 4152.595215
	Iteration 0F: 3 clusters Score -687585.6 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -688667.500000 Penalty: 4152.595215
	Iteration 1F: 3 clusters Score -688667.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -688931.062500 Penalty: 4152.595215
	Iteration 2F: 3 clusters Score -688931.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -689169.750000 Penalty: 4152.595215
	Iteration 3F: 3 clusters Score -689169.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -689402.375000 Penalty: 4152.595215
	Iteration 4F: 3 clusters Score -689402.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -689635.750000 Penalty: 4152.595215
	Iteration 5F: 3 clusters Score -689635.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -689855.187500 Penalty: 4152.595215
	Iteration 6Q: 3 clusters Score -689855.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -690038.250000 Penalty: 4152.595215
	Iteration 7Q: 3 clusters Score -690038.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -690164.937500 Penalty: 4152.595215
	Iteration 8Q: 3 clusters Score -690164.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -690263.625000 Penalty: 4152.595215
	Iteration 9Q: 3 clusters Score -690263.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -690337.750000 Penalty: 4152.595215
	Iteration 10Q: 3 clusters Score -690337.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -690415.500000 Penalty: 4152.595215
	Iteration 11Q: 3 clusters Score -690415.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -690473.187500 Penalty: 4152.595215
	Iteration 12Q: 3 clusters Score -690473.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -690512.250000 Penalty: 4152.595215
	Iteration 13Q: 3 clusters Score -690512.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -690544.687500 Penalty: 4152.595215
	Iteration 14Q: 3 clusters Score -690544.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -690580.562500 Penalty: 4152.595215
	Iteration 15Q: 3 clusters Score -690580.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -690618.437500 Penalty: 4152.595215
	Iteration 16Q: 3 clusters Score -690618.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -690648.875000 Penalty: 4152.595215
	Iteration 17Q: 3 clusters Score -690648.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -690687.375000 Penalty: 4152.595215
	Iteration 18Q: 3 clusters Score -690687.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -690731.062500 Penalty: 4152.595215
	Iteration 19Q: 3 clusters Score -690731.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -690762.562500 Penalty: 4152.595215
	Iteration 20F: 3 clusters Score -690762.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -690792.812500 Penalty: 4152.595215
	Iteration 21Q: 3 clusters Score -690792.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -690810.437500 Penalty: 4152.595215
	Iteration 22Q: 3 clusters Score -690810.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -690837.562500 Penalty: 4152.595215
	Iteration 23Q: 3 clusters Score -690837.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -690865.937500 Penalty: 4152.595215
	Iteration 24Q: 3 clusters Score -690865.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -690890.937500 Penalty: 4152.595215
	Iteration 25Q: 3 clusters Score -690890.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -690910.750000 Penalty: 4152.595215
	Iteration 26Q: 3 clusters Score -690910.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -690928.437500 Penalty: 4152.595215
	Iteration 27Q: 3 clusters Score -690928.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -690949.250000 Penalty: 4152.595215
	Iteration 28Q: 3 clusters Score -690949.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -690971.562500 Penalty: 4152.595215
	Iteration 29Q: 3 clusters Score -690971.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -690989.000000 Penalty: 4152.595215
	Iteration 30Q: 3 clusters Score -690989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -691000.187500 Penalty: 4152.595215
	Iteration 31Q: 3 clusters Score -691000.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -691012.687500 Penalty: 4152.595215
	Iteration 32Q: 3 clusters Score -691012.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -691027.062500 Penalty: 4152.595215
	Iteration 33Q: 3 clusters Score -691027.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -691038.125000 Penalty: 4152.595215
	Iteration 34Q: 3 clusters Score -691038.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -691047.562500 Penalty: 4152.595215
	Iteration 35Q: 3 clusters Score -691047.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -691058.250000 Penalty: 4152.595215
	Iteration 36Q: 3 clusters Score -691058.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -691071.000000 Penalty: 4152.595215
	Iteration 37Q: 3 clusters Score -691071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -691081.125000 Penalty: 4152.595215
	Iteration 38Q: 3 clusters Score -691081.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -691091.437500 Penalty: 4152.595215
	Iteration 39Q: 3 clusters Score -691091.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -691097.812500 Penalty: 4152.595215
	Iteration 40F: 3 clusters Score -691097.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -691108.625000 Penalty: 4152.595215
	Iteration 41Q: 3 clusters Score -691108.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -691115.312500 Penalty: 4152.595215
	Iteration 42Q: 3 clusters Score -691115.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -691122.812500 Penalty: 4152.595215
	Iteration 43Q: 3 clusters Score -691122.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -691126.312500 Penalty: 4152.595215
	Iteration 44Q: 3 clusters Score -691126.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -691126.250000 Penalty: 4152.595215
	Iteration 45Q: 3 clusters Score -691126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -691127.437500 Penalty: 4152.595215
	Iteration 46Q: 3 clusters Score -691127.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -691127.437500 Penalty: 4152.595215
	Iteration 47F: 3 clusters Score -691127.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -134663.984375 Penalty: 1677.729614
	Iteration 0F: 2 clusters Score -134664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -132833.812500 Penalty: 3355.459229
	Iteration 0F: 3 clusters Score -132833.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -133157.218750 Penalty: 3355.459229
	Iteration 1F: 3 clusters Score -133157.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -133312.546875 Penalty: 3355.459229
	Iteration 2F: 3 clusters Score -133312.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -133547.453125 Penalty: 3355.459229
	Iteration 3F: 3 clusters Score -133547.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -133837.734375 Penalty: 3355.459229
	Iteration 4F: 3 clusters Score -133837.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -134074.843750 Penalty: 3355.459229
	Iteration 5F: 3 clusters Score -134074.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -134300.281250 Penalty: 3355.459229
	Iteration 6F: 3 clusters Score -134300.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -134441.656250 Penalty: 3355.459229
	Iteration 7F: 3 clusters Score -134441.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -134516.546875 Penalty: 3355.459229
	Iteration 8Q: 3 clusters Score -134516.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -134563.578125 Penalty: 3355.459229
	Iteration 9Q: 3 clusters Score -134563.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -134583.062500 Penalty: 3355.459229
	Iteration 10Q: 3 clusters Score -134583.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -134587.093750 Penalty: 3355.459229
	Iteration 11Q: 3 clusters Score -134587.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -134588.218750 Penalty: 3355.459229
	Iteration 12Q: 3 clusters Score -134588.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -134592.218750 Penalty: 3355.459229
	Iteration 13Q: 3 clusters Score -134592.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -134596.625000 Penalty: 3355.459229
	Iteration 14Q: 3 clusters Score -134596.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -134600.890625 Penalty: 3355.459229
	Iteration 15Q: 3 clusters Score -134600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -134601.390625 Penalty: 3355.459229
	Iteration 16Q: 3 clusters Score -134601.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -134601.390625 Penalty: 3355.459229
	Iteration 17F: 3 clusters Score -134601.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Entering Unmasked Estep 
Score: -394599.781250 Penalty: 1929.203979
	Iteration 0F: 2 clusters Score -394599.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -391714.500000 Penalty: 3858.407959
	Iteration 0F: 3 clusters Score -391714.5 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -392228.500000 Penalty: 3858.407959
	Iteration 1F: 3 clusters Score -392228.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -392412.000000 Penalty: 3858.407959
	Iteration 2F: 3 clusters Score -392412 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -392558.437500 Penalty: 3858.407959
	Iteration 3F: 3 clusters Score -392558.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -392654.281250 Penalty: 3858.407959
	Iteration 4Q: 3 clusters Score -392654.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -392757.781250 Penalty: 3858.407959
	Iteration 5Q: 3 clusters Score -392757.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -392890.156250 Penalty: 3858.407959
	Iteration 6Q: 3 clusters Score -392890.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -392993.593750 Penalty: 3858.407959
	Iteration 7Q: 3 clusters Score -392993.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -393080.875000 Penalty: 3858.407959
	Iteration 8Q: 3 clusters Score -393080.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -393139.531250 Penalty: 3858.407959
	Iteration 9Q: 3 clusters Score -393139.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -393177.781250 Penalty: 3858.407959
	Iteration 10Q: 3 clusters Score -393177.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -393209.406250 Penalty: 3858.407959
	Iteration 11Q: 3 clusters Score -393209.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -393236.187500 Penalty: 3858.407959
	Iteration 12Q: 3 clusters Score -393236.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -393262.218750 Penalty: 3858.407959
	Iteration 13Q: 3 clusters Score -393262.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -393299.281250 Penalty: 3858.407959
	Iteration 14Q: 3 clusters Score -393299.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -393330.531250 Penalty: 3858.407959
	Iteration 15Q: 3 clusters Score -393330.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -393363.812500 Penalty: 3858.407959
	Iteration 16Q: 3 clusters Score -393363.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -393404.156250 Penalty: 3858.407959
	Iteration 17Q: 3 clusters Score -393404.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -393431.937500 Penalty: 3858.407959
	Iteration 18Q: 3 clusters Score -393431.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -393464.593750 Penalty: 3858.407959
	Iteration 19Q: 3 clusters Score -393464.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -393498.375000 Penalty: 3858.407959
	Iteration 20F: 3 clusters Score -393498.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -393536.562500 Penalty: 3858.407959
	Iteration 21Q: 3 clusters Score -393536.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -393619.406250 Penalty: 3858.407959
	Iteration 22Q: 3 clusters Score -393619.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -393802.812500 Penalty: 3858.407959
	Iteration 23Q: 3 clusters Score -393802.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -393972.218750 Penalty: 3858.407959
	Iteration 24Q: 3 clusters Score -393972.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -394018.000000 Penalty: 3858.407959
	Iteration 25Q: 3 clusters Score -394018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -394029.125000 Penalty: 3858.407959
	Iteration 26Q: 3 clusters Score -394029.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -394033.250000 Penalty: 3858.407959
	Iteration 27Q: 3 clusters Score -394033.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -394034.593750 Penalty: 3858.407959
	Iteration 28Q: 3 clusters Score -394034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -394039.281250 Penalty: 3858.407959
	Iteration 29Q: 3 clusters Score -394039.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -394043.625000 Penalty: 3858.407959
	Iteration 30Q: 3 clusters Score -394043.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -394045.687500 Penalty: 3858.407959
	Iteration 31Q: 3 clusters Score -394045.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -394045.937500 Penalty: 3858.407959
	Iteration 32Q: 3 clusters Score -394045.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -394047.125000 Penalty: 3858.407959
	Iteration 33Q: 3 clusters Score -394047.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -394049.187500 Penalty: 3858.407959
	Iteration 34Q: 3 clusters Score -394049.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -394050.593750 Penalty: 3858.407959
	Iteration 35Q: 3 clusters Score -394050.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -394051.187500 Penalty: 3858.407959
	Iteration 36Q: 3 clusters Score -394051.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -394051.500000 Penalty: 3858.407959
	Iteration 37Q: 3 clusters Score -394051.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -394051.500000 Penalty: 3858.407959
	Iteration 38F: 3 clusters Score -394051.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (52870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Entering Unmasked Estep 
Score: -8914591.000000 Penalty: 2697.146729
	Iteration 0F: 2 clusters Score -8914591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -8879409.000000 Penalty: 5394.293457
	Iteration 0F: 3 clusters Score -8879409 nChanged 24433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -8892878.000000 Penalty: 5394.293457
	Iteration 1F: 3 clusters Score -8892878 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -8893623.000000 Penalty: 5394.293457
	Iteration 2Q: 3 clusters Score -8893623 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -8894424.000000 Penalty: 5394.293457
	Iteration 3Q: 3 clusters Score -8894424 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -8895622.000000 Penalty: 5394.293457
	Iteration 4Q: 3 clusters Score -8895622 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -8897234.000000 Penalty: 5394.293457
	Iteration 5F: 3 clusters Score -8897234 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -8899775.000000 Penalty: 5394.293457
	Iteration 6F: 3 clusters Score -8899775 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -8902634.000000 Penalty: 5394.293457
	Iteration 7F: 3 clusters Score -8902634 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -8905338.000000 Penalty: 5394.293457
	Iteration 8F: 3 clusters Score -8905338 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -8907558.000000 Penalty: 5394.293457
	Iteration 9F: 3 clusters Score -8907558 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -8909104.000000 Penalty: 5394.293457
	Iteration 10Q: 3 clusters Score -8909104 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -8910172.000000 Penalty: 5394.293457
	Iteration 11Q: 3 clusters Score -8910172 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -8910941.000000 Penalty: 5394.293457
	Iteration 12Q: 3 clusters Score -8910941 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -8911367.000000 Penalty: 5394.293457
	Iteration 13Q: 3 clusters Score -8911367 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -8911686.000000 Penalty: 5394.293457
	Iteration 14Q: 3 clusters Score -8911686 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -8911887.000000 Penalty: 5394.293457
	Iteration 15Q: 3 clusters Score -8911887 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -8911980.000000 Penalty: 5394.293457
	Iteration 16Q: 3 clusters Score -8911980 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 51892 members 
Entering Unmasked Estep 
Score: -8912085.000000 Penalty: 5394.293457
	Iteration 17Q: 3 clusters Score -8912085 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -8912138.000000 Penalty: 5394.293457
	Iteration 18Q: 3 clusters Score -8912138 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -8912176.000000 Penalty: 5394.293457
	Iteration 19Q: 3 clusters Score -8912176 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -8912218.000000 Penalty: 5394.293457
	Iteration 20F: 3 clusters Score -8912218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -8912247.000000 Penalty: 5394.293457
	Iteration 21Q: 3 clusters Score -8912247 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -8912252.000000 Penalty: 5394.293457
	Iteration 22Q: 3 clusters Score -8912252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -8912280.000000 Penalty: 5394.293457
	Iteration 23Q: 3 clusters Score -8912280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -8912286.000000 Penalty: 5394.293457
	Iteration 24Q: 3 clusters Score -8912286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -8912320.000000 Penalty: 5394.293457
	Iteration 25Q: 3 clusters Score -8912320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -8912334.000000 Penalty: 5394.293457
	Iteration 26Q: 3 clusters Score -8912334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -8912341.000000 Penalty: 5394.293457
	Iteration 27Q: 3 clusters Score -8912341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 52220 members 
Entering Unmasked Estep 
Score: -8912351.000000 Penalty: 5394.293457
	Iteration 28Q: 3 clusters Score -8912351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -8912365.000000 Penalty: 5394.293457
	Iteration 29Q: 3 clusters Score -8912365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -8912385.000000 Penalty: 5394.293457
	Iteration 30Q: 3 clusters Score -8912385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -8912389.000000 Penalty: 5394.293457
	Iteration 31Q: 3 clusters Score -8912389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -8912410.000000 Penalty: 5394.293457
	Iteration 32Q: 3 clusters Score -8912410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -8912403.000000 Penalty: 5394.293457
	Iteration 33Q: 3 clusters Score -8912403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -8912427.000000 Penalty: 5394.293457
	Iteration 34Q: 3 clusters Score -8912427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -8912422.000000 Penalty: 5394.293457
	Iteration 35Q: 3 clusters Score -8912422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -8912421.000000 Penalty: 5394.293457
	Iteration 36Q: 3 clusters Score -8912421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -8912420.000000 Penalty: 5394.293457
	Iteration 37Q: 3 clusters Score -8912420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -8912416.000000 Penalty: 5394.293457
	Iteration 38Q: 3 clusters Score -8912416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -8912415.000000 Penalty: 5394.293457
	Iteration 39Q: 3 clusters Score -8912415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 52275 members 
Entering Unmasked Estep 
Score: -8912425.000000 Penalty: 5394.293457
	Iteration 40F: 3 clusters Score -8912425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -8912430.000000 Penalty: 5394.293457
	Iteration 41Q: 3 clusters Score -8912430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -8912430.000000 Penalty: 5394.293457
	Iteration 42F: 3 clusters Score -8912430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Entering Unmasked Estep 
Score: -332377.062500 Penalty: 1886.753784
	Iteration 0F: 2 clusters Score -332377.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -329757.687500 Penalty: 3773.507568
	Iteration 0F: 3 clusters Score -329757.7 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -330291.593750 Penalty: 3773.507568
	Iteration 1F: 3 clusters Score -330291.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -330430.062500 Penalty: 3773.507568
	Iteration 2F: 3 clusters Score -330430.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -330519.375000 Penalty: 3773.507568
	Iteration 3Q: 3 clusters Score -330519.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -330591.781250 Penalty: 3773.507568
	Iteration 4Q: 3 clusters Score -330591.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -330644.562500 Penalty: 3773.507568
	Iteration 5Q: 3 clusters Score -330644.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -330699.156250 Penalty: 3773.507568
	Iteration 6Q: 3 clusters Score -330699.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -330757.906250 Penalty: 3773.507568
	Iteration 7Q: 3 clusters Score -330757.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -330799.500000 Penalty: 3773.507568
	Iteration 8Q: 3 clusters Score -330799.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -330829.906250 Penalty: 3773.507568
	Iteration 9Q: 3 clusters Score -330829.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -330853.531250 Penalty: 3773.507568
	Iteration 10Q: 3 clusters Score -330853.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -330872.656250 Penalty: 3773.507568
	Iteration 11Q: 3 clusters Score -330872.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -330895.562500 Penalty: 3773.507568
	Iteration 12Q: 3 clusters Score -330895.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -330921.218750 Penalty: 3773.507568
	Iteration 13Q: 3 clusters Score -330921.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -330939.281250 Penalty: 3773.507568
	Iteration 14Q: 3 clusters Score -330939.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -330947.875000 Penalty: 3773.507568
	Iteration 15Q: 3 clusters Score -330947.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -330953.968750 Penalty: 3773.507568
	Iteration 16Q: 3 clusters Score -330954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -330957.250000 Penalty: 3773.507568
	Iteration 17Q: 3 clusters Score -330957.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -330959.312500 Penalty: 3773.507568
	Iteration 18Q: 3 clusters Score -330959.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -330961.406250 Penalty: 3773.507568
	Iteration 19Q: 3 clusters Score -330961.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -330965.468750 Penalty: 3773.507568
	Iteration 20F: 3 clusters Score -330965.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -330972.875000 Penalty: 3773.507568
	Iteration 21Q: 3 clusters Score -330972.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -330976.812500 Penalty: 3773.507568
	Iteration 22Q: 3 clusters Score -330976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -330978.843750 Penalty: 3773.507568
	Iteration 23Q: 3 clusters Score -330978.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -330981.468750 Penalty: 3773.507568
	Iteration 24Q: 3 clusters Score -330981.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -330982.875000 Penalty: 3773.507568
	Iteration 25Q: 3 clusters Score -330982.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -330983.812500 Penalty: 3773.507568
	Iteration 26Q: 3 clusters Score -330983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -330984.000000 Penalty: 3773.507568
	Iteration 27Q: 3 clusters Score -330984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -330984.906250 Penalty: 3773.507568
	Iteration 28Q: 3 clusters Score -330984.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -330985.718750 Penalty: 3773.507568
	Iteration 29Q: 3 clusters Score -330985.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -330985.718750 Penalty: 3773.507568
	Iteration 30F: 3 clusters Score -330985.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (10953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Entering Unmasked Estep 
Score: -1906928.125000 Penalty: 2306.739502
	Iteration 0F: 2 clusters Score -1906928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1898624.250000 Penalty: 4613.479004
	Iteration 0F: 3 clusters Score -1898624 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1900932.375000 Penalty: 4613.479004
	Iteration 1F: 3 clusters Score -1900932 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1901216.250000 Penalty: 4613.479004
	Iteration 2F: 3 clusters Score -1901216 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1901386.750000 Penalty: 4613.479004
	Iteration 3Q: 3 clusters Score -1901387 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1901502.625000 Penalty: 4613.479004
	Iteration 4Q: 3 clusters Score -1901503 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1901603.500000 Penalty: 4613.479004
	Iteration 5Q: 3 clusters Score -1901604 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1901679.375000 Penalty: 4613.479004
	Iteration 6Q: 3 clusters Score -1901679 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1901758.625000 Penalty: 4613.479004
	Iteration 7Q: 3 clusters Score -1901759 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1901849.375000 Penalty: 4613.479004
	Iteration 8Q: 3 clusters Score -1901849 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1901933.125000 Penalty: 4613.479004
	Iteration 9Q: 3 clusters Score -1901933 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1902017.500000 Penalty: 4613.479004
	Iteration 10Q: 3 clusters Score -1902018 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1902116.375000 Penalty: 4613.479004
	Iteration 11Q: 3 clusters Score -1902116 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1902233.750000 Penalty: 4613.479004
	Iteration 12Q: 3 clusters Score -1902234 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1902391.250000 Penalty: 4613.479004
	Iteration 13Q: 3 clusters Score -1902391 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1902588.500000 Penalty: 4613.479004
	Iteration 14Q: 3 clusters Score -1902588 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1902831.500000 Penalty: 4613.479004
	Iteration 15Q: 3 clusters Score -1902832 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1903147.000000 Penalty: 4613.479004
	Iteration 16Q: 3 clusters Score -1903147 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1903479.625000 Penalty: 4613.479004
	Iteration 17Q: 3 clusters Score -1903480 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1903800.125000 Penalty: 4613.479004
	Iteration 18Q: 3 clusters Score -1903800 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1904106.625000 Penalty: 4613.479004
	Iteration 19Q: 3 clusters Score -1904107 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1904337.375000 Penalty: 4613.479004
	Iteration 20F: 3 clusters Score -1904337 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1904485.875000 Penalty: 4613.479004
	Iteration 21Q: 3 clusters Score -1904486 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1904600.375000 Penalty: 4613.479004
	Iteration 22Q: 3 clusters Score -1904600 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1904690.625000 Penalty: 4613.479004
	Iteration 23Q: 3 clusters Score -1904691 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1904765.250000 Penalty: 4613.479004
	Iteration 24Q: 3 clusters Score -1904765 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1904808.875000 Penalty: 4613.479004
	Iteration 25Q: 3 clusters Score -1904809 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1904843.375000 Penalty: 4613.479004
	Iteration 26Q: 3 clusters Score -1904843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1904870.500000 Penalty: 4613.479004
	Iteration 27Q: 3 clusters Score -1904870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1904888.250000 Penalty: 4613.479004
	Iteration 28Q: 3 clusters Score -1904888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1904906.125000 Penalty: 4613.479004
	Iteration 29Q: 3 clusters Score -1904906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1904918.500000 Penalty: 4613.479004
	Iteration 30Q: 3 clusters Score -1904918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1904926.625000 Penalty: 4613.479004
	Iteration 31Q: 3 clusters Score -1904927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1904941.125000 Penalty: 4613.479004
	Iteration 32Q: 3 clusters Score -1904941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1904950.250000 Penalty: 4613.479004
	Iteration 33Q: 3 clusters Score -1904950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1904956.125000 Penalty: 4613.479004
	Iteration 34Q: 3 clusters Score -1904956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1904959.875000 Penalty: 4613.479004
	Iteration 35Q: 3 clusters Score -1904960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1904961.000000 Penalty: 4613.479004
	Iteration 36Q: 3 clusters Score -1904961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1904961.125000 Penalty: 4613.479004
	Iteration 37Q: 3 clusters Score -1904961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1904961.125000 Penalty: 4613.479004
	Iteration 38F: 3 clusters Score -1904961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -222986.515625 Penalty: 1791.196411
	Iteration 0F: 2 clusters Score -222986.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -220792.468750 Penalty: 3582.392822
	Iteration 0F: 3 clusters Score -220792.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -221151.609375 Penalty: 3582.392822
	Iteration 1F: 3 clusters Score -221151.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -221248.500000 Penalty: 3582.392822
	Iteration 2F: 3 clusters Score -221248.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -221298.609375 Penalty: 3582.392822
	Iteration 3Q: 3 clusters Score -221298.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -221322.375000 Penalty: 3582.392822
	Iteration 4Q: 3 clusters Score -221322.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -221331.234375 Penalty: 3582.392822
	Iteration 5Q: 3 clusters Score -221331.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -221340.968750 Penalty: 3582.392822
	Iteration 6Q: 3 clusters Score -221341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -221352.890625 Penalty: 3582.392822
	Iteration 7Q: 3 clusters Score -221352.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -221359.734375 Penalty: 3582.392822
	Iteration 8Q: 3 clusters Score -221359.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -221362.281250 Penalty: 3582.392822
	Iteration 9Q: 3 clusters Score -221362.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -221364.000000 Penalty: 3582.392822
	Iteration 10Q: 3 clusters Score -221364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -221372.921875 Penalty: 3582.392822
	Iteration 11Q: 3 clusters Score -221372.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -221379.968750 Penalty: 3582.392822
	Iteration 12Q: 3 clusters Score -221380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -221386.328125 Penalty: 3582.392822
	Iteration 13Q: 3 clusters Score -221386.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -221394.328125 Penalty: 3582.392822
	Iteration 14Q: 3 clusters Score -221394.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -221400.734375 Penalty: 3582.392822
	Iteration 15Q: 3 clusters Score -221400.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -221405.140625 Penalty: 3582.392822
	Iteration 16Q: 3 clusters Score -221405.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -221407.828125 Penalty: 3582.392822
	Iteration 17Q: 3 clusters Score -221407.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -221407.828125 Penalty: 3582.392822
	Iteration 18F: 3 clusters Score -221407.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -93265.914062 Penalty: 1595.369141
	Iteration 0F: 2 clusters Score -93265.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -91709.578125 Penalty: 3190.738281
	Iteration 0F: 3 clusters Score -91709.58 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -92013.656250 Penalty: 3190.738281
	Iteration 1F: 3 clusters Score -92013.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -92139.195312 Penalty: 3190.738281
	Iteration 2F: 3 clusters Score -92139.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -92223.078125 Penalty: 3190.738281
	Iteration 3Q: 3 clusters Score -92223.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -92308.835938 Penalty: 3190.738281
	Iteration 4Q: 3 clusters Score -92308.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -92331.289062 Penalty: 3190.738281
	Iteration 5Q: 3 clusters Score -92331.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -92373.132812 Penalty: 3190.738281
	Iteration 6Q: 3 clusters Score -92373.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -92426.593750 Penalty: 3190.738281
	Iteration 7Q: 3 clusters Score -92426.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -92484.421875 Penalty: 3190.738281
	Iteration 8Q: 3 clusters Score -92484.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -92533.015625 Penalty: 3190.738281
	Iteration 9Q: 3 clusters Score -92533.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -92572.507812 Penalty: 3190.738281
	Iteration 10Q: 3 clusters Score -92572.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -92621.109375 Penalty: 3190.738281
	Iteration 11Q: 3 clusters Score -92621.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -92662.687500 Penalty: 3190.738281
	Iteration 12Q: 3 clusters Score -92662.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -92704.250000 Penalty: 3190.738281
	Iteration 13Q: 3 clusters Score -92704.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -92766.148438 Penalty: 3190.738281
	Iteration 14Q: 3 clusters Score -92766.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -92822.507812 Penalty: 3190.738281
	Iteration 15Q: 3 clusters Score -92822.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -92881.148438 Penalty: 3190.738281
	Iteration 16Q: 3 clusters Score -92881.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -92956.023438 Penalty: 3190.738281
	Iteration 17Q: 3 clusters Score -92956.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93023.914062 Penalty: 3190.738281
	Iteration 18Q: 3 clusters Score -93023.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -93158.765625 Penalty: 3190.738281
	Iteration 19Q: 3 clusters Score -93158.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -93204.921875 Penalty: 3190.738281
	Iteration 20F: 3 clusters Score -93204.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -93277.226562 Penalty: 3190.738281
	Iteration 21Q: 3 clusters Score -93277.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -93331.921875 Penalty: 3190.738281
	Iteration 22Q: 3 clusters Score -93331.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -93373.812500 Penalty: 3190.738281
	Iteration 23Q: 3 clusters Score -93373.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -93378.585938 Penalty: 3190.738281
	Iteration 24Q: 3 clusters Score -93378.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -93380.078125 Penalty: 3190.738281
	Iteration 25Q: 3 clusters Score -93380.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -93380.078125 Penalty: 3190.738281
	Iteration 26F: 3 clusters Score -93380.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 36712 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59788 members 
Mstep: Class 5 contains 36891 members 
Mstep: Class 6 contains 5399 members 
Mstep: Class 7 contains 7688 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29372 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 12175 members 
Mstep: Class 12 contains 34144 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 10393 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68925 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 13709 members 
Mstep: Class 20 contains 75264 members 
Mstep: Class 21 contains 30206 members 
Mstep: Class 22 contains 21019 members 
Mstep: Class 23 contains 5219 members 
Mstep: Class 24 contains 4564 members 
Mstep: Class 25 contains 333 members 
Mstep: Class 26 contains 5584 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12305 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 11271 members 
Mstep: Class 32 contains 10750 members 
Mstep: Class 33 contains 2159 members 
Mstep: Class 34 contains 57769 members 
Mstep: Class 35 contains 11655 members 
Mstep: Class 36 contains 4325 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2390 members 
Mstep: Class 39 contains 52870 members 
Mstep: Class 40 contains 2014 members 
Mstep: Class 41 contains 10953 members 
Mstep: Class 42 contains 1370 members 
Mstep: Class 43 contains 289 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7706 members 
Entering Unmasked Estep 
Score: -115036016.000000 Penalty: 153557.890625
Splitting cluster 43 changes total score from -115037648.000000 to -115036016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -150426.515625 Penalty: 1690.278687
	Iteration 0F: 2 clusters Score -150426.5 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 438 members 
Entering Unmasked Estep 
Score: -148674.921875 Penalty: 3380.557373
	Iteration 0F: 3 clusters Score -148674.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -149009.828125 Penalty: 3380.557373
	Iteration 1F: 3 clusters Score -149009.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -149311.343750 Penalty: 3380.557373
	Iteration 2F: 3 clusters Score -149311.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -149497.000000 Penalty: 3380.557373
	Iteration 3F: 3 clusters Score -149497 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -149594.593750 Penalty: 3380.557373
	Iteration 4F: 3 clusters Score -149594.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -149666.578125 Penalty: 3380.557373
	Iteration 5Q: 3 clusters Score -149666.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -149703.125000 Penalty: 3380.557373
	Iteration 6Q: 3 clusters Score -149703.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -149716.609375 Penalty: 3380.557373
	Iteration 7Q: 3 clusters Score -149716.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -149723.765625 Penalty: 3380.557373
	Iteration 8Q: 3 clusters Score -149723.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -149740.468750 Penalty: 3380.557373
	Iteration 9Q: 3 clusters Score -149740.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -149747.640625 Penalty: 3380.557373
	Iteration 10Q: 3 clusters Score -149747.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -149752.453125 Penalty: 3380.557373
	Iteration 11Q: 3 clusters Score -149752.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -149753.609375 Penalty: 3380.557373
	Iteration 12Q: 3 clusters Score -149753.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -149755.015625 Penalty: 3380.557373
	Iteration 13Q: 3 clusters Score -149755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -149755.015625 Penalty: 3380.557373
	Iteration 14F: 3 clusters Score -149755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -74440.312500 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -74440.31 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 254 members 
Entering Unmasked Estep 
Score: -72955.632812 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -72955.63 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -73184.218750 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -73184.22 nChanged 33
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: -73286.765625 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -73286.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -73366.335938 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -73366.34 nChanged 12
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: -73393.539062 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -73393.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -73408.265625 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -73408.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -73412.617188 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -73412.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73413.593750 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -73413.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -73414.265625 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -73414.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73415.515625 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -73415.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73415.515625 Penalty: 3089.341309
	Iteration 10F: 3 clusters Score -73415.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Entering Unmasked Estep 
Score: -1293940.875000 Penalty: 2219.539062
	Iteration 0F: 2 clusters Score -1293941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1287722.250000 Penalty: 4439.078125
	Iteration 0F: 3 clusters Score -1287722 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1289413.250000 Penalty: 4439.078125
	Iteration 1F: 3 clusters Score -1289413 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1289678.500000 Penalty: 4439.078125
	Iteration 2F: 3 clusters Score -1289678 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1289897.125000 Penalty: 4439.078125
	Iteration 3F: 3 clusters Score -1289897 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1290117.250000 Penalty: 4439.078125
	Iteration 4Q: 3 clusters Score -1290117 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1290399.000000 Penalty: 4439.078125
	Iteration 5Q: 3 clusters Score -1290399 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1290668.125000 Penalty: 4439.078125
	Iteration 6F: 3 clusters Score -1290668 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1290919.875000 Penalty: 4439.078125
	Iteration 7F: 3 clusters Score -1290920 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1291140.000000 Penalty: 4439.078125
	Iteration 8Q: 3 clusters Score -1291140 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1291347.000000 Penalty: 4439.078125
	Iteration 9Q: 3 clusters Score -1291347 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1291502.625000 Penalty: 4439.078125
	Iteration 10Q: 3 clusters Score -1291503 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1291631.250000 Penalty: 4439.078125
	Iteration 11Q: 3 clusters Score -1291631 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1291740.500000 Penalty: 4439.078125
	Iteration 12Q: 3 clusters Score -1291740 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1291825.375000 Penalty: 4439.078125
	Iteration 13Q: 3 clusters Score -1291825 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1291900.625000 Penalty: 4439.078125
	Iteration 14Q: 3 clusters Score -1291901 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1291961.250000 Penalty: 4439.078125
	Iteration 15Q: 3 clusters Score -1291961 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1292023.750000 Penalty: 4439.078125
	Iteration 16Q: 3 clusters Score -1292024 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1292070.500000 Penalty: 4439.078125
	Iteration 17Q: 3 clusters Score -1292070 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1292115.625000 Penalty: 4439.078125
	Iteration 18Q: 3 clusters Score -1292116 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1292160.375000 Penalty: 4439.078125
	Iteration 19Q: 3 clusters Score -1292160 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1292207.500000 Penalty: 4439.078125
	Iteration 20F: 3 clusters Score -1292208 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1292241.875000 Penalty: 4439.078125
	Iteration 21Q: 3 clusters Score -1292242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1292270.375000 Penalty: 4439.078125
	Iteration 22Q: 3 clusters Score -1292270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1292284.125000 Penalty: 4439.078125
	Iteration 23Q: 3 clusters Score -1292284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1292305.125000 Penalty: 4439.078125
	Iteration 24Q: 3 clusters Score -1292305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1292325.125000 Penalty: 4439.078125
	Iteration 25Q: 3 clusters Score -1292325 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1292344.375000 Penalty: 4439.078125
	Iteration 26Q: 3 clusters Score -1292344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1292353.750000 Penalty: 4439.078125
	Iteration 27Q: 3 clusters Score -1292354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1292366.250000 Penalty: 4439.078125
	Iteration 28Q: 3 clusters Score -1292366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1292375.375000 Penalty: 4439.078125
	Iteration 29Q: 3 clusters Score -1292375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1292379.500000 Penalty: 4439.078125
	Iteration 30Q: 3 clusters Score -1292380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1292386.625000 Penalty: 4439.078125
	Iteration 31Q: 3 clusters Score -1292387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1292388.625000 Penalty: 4439.078125
	Iteration 32Q: 3 clusters Score -1292389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1292396.000000 Penalty: 4439.078125
	Iteration 33Q: 3 clusters Score -1292396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1292401.125000 Penalty: 4439.078125
	Iteration 34Q: 3 clusters Score -1292401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1292402.875000 Penalty: 4439.078125
	Iteration 35Q: 3 clusters Score -1292403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1292405.000000 Penalty: 4439.078125
	Iteration 36Q: 3 clusters Score -1292405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1292409.375000 Penalty: 4439.078125
	Iteration 37Q: 3 clusters Score -1292409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1292408.750000 Penalty: 4439.078125
	Iteration 38Q: 3 clusters Score -1292409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1292409.125000 Penalty: 4439.078125
	Iteration 39Q: 3 clusters Score -1292409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1292411.750000 Penalty: 4439.078125
	Iteration 40F: 3 clusters Score -1292412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1292412.250000 Penalty: 4439.078125
	Iteration 41Q: 3 clusters Score -1292412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1292413.000000 Penalty: 4439.078125
	Iteration 42Q: 3 clusters Score -1292413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1292415.500000 Penalty: 4439.078125
	Iteration 43Q: 3 clusters Score -1292416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1292417.875000 Penalty: 4439.078125
	Iteration 44Q: 3 clusters Score -1292418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1292423.750000 Penalty: 4439.078125
	Iteration 45Q: 3 clusters Score -1292424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1292427.250000 Penalty: 4439.078125
	Iteration 46Q: 3 clusters Score -1292427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1292428.000000 Penalty: 4439.078125
	Iteration 47Q: 3 clusters Score -1292428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1292428.125000 Penalty: 4439.078125
	Iteration 48Q: 3 clusters Score -1292428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1292432.375000 Penalty: 4439.078125
	Iteration 49Q: 3 clusters Score -1292432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1292434.500000 Penalty: 4439.078125
	Iteration 50Q: 3 clusters Score -1292434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1292435.750000 Penalty: 4439.078125
	Iteration 51Q: 3 clusters Score -1292436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1292438.500000 Penalty: 4439.078125
	Iteration 52Q: 3 clusters Score -1292438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1292436.750000 Penalty: 4439.078125
	Iteration 53Q: 3 clusters Score -1292437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1292439.625000 Penalty: 4439.078125
	Iteration 54Q: 3 clusters Score -1292440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1292441.250000 Penalty: 4439.078125
	Iteration 55Q: 3 clusters Score -1292441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1292443.625000 Penalty: 4439.078125
	Iteration 56Q: 3 clusters Score -1292444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1292443.375000 Penalty: 4439.078125
	Iteration 57Q: 3 clusters Score -1292443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1292447.375000 Penalty: 4439.078125
	Iteration 58Q: 3 clusters Score -1292447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1292448.250000 Penalty: 4439.078125
	Iteration 59Q: 3 clusters Score -1292448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1292453.625000 Penalty: 4439.078125
	Iteration 60F: 3 clusters Score -1292454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1292456.625000 Penalty: 4439.078125
	Iteration 61Q: 3 clusters Score -1292457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1292462.375000 Penalty: 4439.078125
	Iteration 62Q: 3 clusters Score -1292462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1292463.250000 Penalty: 4439.078125
	Iteration 63Q: 3 clusters Score -1292463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1292463.125000 Penalty: 4439.078125
	Iteration 64Q: 3 clusters Score -1292463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1292463.125000 Penalty: 4439.078125
	Iteration 65F: 3 clusters Score -1292463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 36712 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59788 members 
Mstep: Class 5 contains 36891 members 
Mstep: Class 6 contains 5399 members 
Mstep: Class 7 contains 7688 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29372 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 12175 members 
Mstep: Class 12 contains 34144 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 10393 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68925 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 13709 members 
Mstep: Class 20 contains 75264 members 
Mstep: Class 21 contains 30206 members 
Mstep: Class 22 contains 21019 members 
Mstep: Class 23 contains 5219 members 
Mstep: Class 24 contains 4564 members 
Mstep: Class 26 contains 5584 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12305 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 11271 members 
Mstep: Class 32 contains 10750 members 
Mstep: Class 33 contains 2159 members 
Mstep: Class 34 contains 57769 members 
Mstep: Class 35 contains 11655 members 
Mstep: Class 36 contains 4325 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2390 members 
Mstep: Class 39 contains 52870 members 
Mstep: Class 40 contains 2014 members 
Mstep: Class 41 contains 10953 members 
Mstep: Class 42 contains 1370 members 
Mstep: Class 43 contains 622 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037688.000000 Penalty: 150219.671875
Iteration 159Q: 46 clusters Score -1.150377e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 36702 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59770 members 
Mstep: Class 5 contains 36880 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 7688 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29410 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 12059 members 
Mstep: Class 12 contains 34147 members 
Mstep: Class 13 contains 3617 members 
Mstep: Class 14 contains 10393 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68908 members 
Mstep: Class 18 contains 4417 members 
Mstep: Class 19 contains 13706 members 
Mstep: Class 20 contains 75265 members 
Mstep: Class 21 contains 30204 members 
Mstep: Class 22 contains 21028 members 
Mstep: Class 23 contains 5222 members 
Mstep: Class 24 contains 4562 members 
Mstep: Class 26 contains 5671 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12303 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 11273 members 
Mstep: Class 32 contains 10768 members 
Mstep: Class 33 contains 2175 members 
Mstep: Class 34 contains 57737 members 
Mstep: Class 35 contains 11657 members 
Mstep: Class 36 contains 4327 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2391 members 
Mstep: Class 39 contains 52867 members 
Mstep: Class 40 contains 2014 members 
Mstep: Class 41 contains 11014 members 
Mstep: Class 42 contains 1372 members 
Mstep: Class 43 contains 622 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038032.000000 Penalty: 150219.671875
Iteration 160F: 46 clusters Score -1.15038e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 36693 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59748 members 
Mstep: Class 5 contains 36874 members 
Mstep: Class 6 contains 5410 members 
Mstep: Class 7 contains 7686 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29454 members 
Mstep: Class 10 contains 136 members 
Mstep: Class 11 contains 11949 members 
Mstep: Class 12 contains 34141 members 
Mstep: Class 13 contains 3617 members 
Mstep: Class 14 contains 10392 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68812 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 13705 members 
Mstep: Class 20 contains 75259 members 
Mstep: Class 21 contains 30204 members 
Mstep: Class 22 contains 20974 members 
Mstep: Class 23 contains 5228 members 
Mstep: Class 24 contains 4561 members 
Mstep: Class 26 contains 5763 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12301 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 11272 members 
Mstep: Class 32 contains 10782 members 
Mstep: Class 33 contains 2316 members 
Mstep: Class 34 contains 57701 members 
Mstep: Class 35 contains 11657 members 
Mstep: Class 36 contains 4329 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2393 members 
Mstep: Class 39 contains 52867 members 
Mstep: Class 40 contains 2014 members 
Mstep: Class 41 contains 11083 members 
Mstep: Class 42 contains 1375 members 
Mstep: Class 43 contains 621 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038792.000000 Penalty: 150219.671875
Iteration 161Q: 46 clusters Score -1.150388e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 36675 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59724 members 
Mstep: Class 5 contains 36860 members 
Mstep: Class 6 contains 5406 members 
Mstep: Class 7 contains 7687 members 
Mstep: Class 8 contains 1920 members 
Mstep: Class 9 contains 29492 members 
Mstep: Class 10 contains 139 members 
Mstep: Class 11 contains 11847 members 
Mstep: Class 12 contains 34145 members 
Mstep: Class 13 contains 3617 members 
Mstep: Class 14 contains 10389 members 
Mstep: Class 15 contains 3936 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68660 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 13722 members 
Mstep: Class 20 contains 75253 members 
Mstep: Class 21 contains 30207 members 
Mstep: Class 22 contains 20920 members 
Mstep: Class 23 contains 5234 members 
Mstep: Class 24 contains 4562 members 
Mstep: Class 26 contains 5849 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12297 members 
Mstep: Class 29 contains 2909 members 
Mstep: Class 30 contains 6289 members 
Mstep: Class 31 contains 11271 members 
Mstep: Class 32 contains 10786 members 
Mstep: Class 33 contains 2539 members 
Mstep: Class 34 contains 57670 members 
Mstep: Class 35 contains 11665 members 
Mstep: Class 36 contains 4329 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2393 members 
Mstep: Class 39 contains 52863 members 
Mstep: Class 40 contains 2014 members 
Mstep: Class 41 contains 11148 members 
Mstep: Class 42 contains 1378 members 
Mstep: Class 43 contains 624 members 
Mstep: Class 44 contains 911 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039320.000000 Penalty: 150219.671875
Iteration 162Q: 46 clusters Score -1.150393e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 36663 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59704 members 
Mstep: Class 5 contains 36840 members 
Mstep: Class 6 contains 5402 members 
Mstep: Class 7 contains 7687 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 29523 members 
Mstep: Class 10 contains 138 members 
Mstep: Class 11 contains 11760 members 
Mstep: Class 12 contains 34151 members 
Mstep: Class 13 contains 3617 members 
Mstep: Class 14 contains 10385 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68491 members 
Mstep: Class 18 contains 4418 members 
Mstep: Class 19 contains 13736 members 
Mstep: Class 20 contains 75241 members 
Mstep: Class 21 contains 30204 members 
Mstep: Class 22 contains 20881 members 
Mstep: Class 23 contains 5238 members 
Mstep: Class 24 contains 4561 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12295 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6289 members 
Mstep: Class 31 contains 11271 members 
Mstep: Class 32 contains 10788 members 
Mstep: Class 33 contains 2768 members 
Mstep: Class 34 contains 57652 members 
Mstep: Class 35 contains 11666 members 
Mstep: Class 36 contains 4327 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2393 members 
Mstep: Class 39 contains 52854 members 
Mstep: Class 40 contains 2014 members 
Mstep: Class 41 contains 11221 members 
Mstep: Class 42 contains 1378 members 
Mstep: Class 43 contains 628 members 
Mstep: Class 44 contains 909 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039496.000000 Penalty: 150219.671875
Iteration 163Q: 46 clusters Score -1.150395e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 36625 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59712 members 
Mstep: Class 5 contains 36821 members 
Mstep: Class 6 contains 5397 members 
Mstep: Class 7 contains 7685 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29554 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 11699 members 
Mstep: Class 12 contains 34159 members 
Mstep: Class 13 contains 3617 members 
Mstep: Class 14 contains 10385 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68322 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 13739 members 
Mstep: Class 20 contains 75247 members 
Mstep: Class 21 contains 30197 members 
Mstep: Class 22 contains 20841 members 
Mstep: Class 23 contains 5240 members 
Mstep: Class 24 contains 4562 members 
Mstep: Class 26 contains 5998 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12292 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6289 members 
Mstep: Class 31 contains 11269 members 
Mstep: Class 32 contains 10805 members 
Mstep: Class 33 contains 2972 members 
Mstep: Class 34 contains 57622 members 
Mstep: Class 35 contains 11668 members 
Mstep: Class 36 contains 4325 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52855 members 
Mstep: Class 40 contains 2014 members 
Mstep: Class 41 contains 11295 members 
Mstep: Class 42 contains 1379 members 
Mstep: Class 43 contains 637 members 
Mstep: Class 44 contains 908 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039552.000000 Penalty: 150219.671875
Iteration 164Q: 46 clusters Score -1.150396e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 36605 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59737 members 
Mstep: Class 5 contains 36812 members 
Mstep: Class 6 contains 5404 members 
Mstep: Class 7 contains 7685 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29585 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 11648 members 
Mstep: Class 12 contains 34164 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10385 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68164 members 
Mstep: Class 18 contains 4425 members 
Mstep: Class 19 contains 13754 members 
Mstep: Class 20 contains 75245 members 
Mstep: Class 21 contains 30189 members 
Mstep: Class 22 contains 20839 members 
Mstep: Class 23 contains 5243 members 
Mstep: Class 24 contains 4560 members 
Mstep: Class 26 contains 6031 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12285 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6289 members 
Mstep: Class 31 contains 11272 members 
Mstep: Class 32 contains 10822 members 
Mstep: Class 33 contains 3125 members 
Mstep: Class 34 contains 57593 members 
Mstep: Class 35 contains 11668 members 
Mstep: Class 36 contains 4320 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52844 members 
Mstep: Class 40 contains 2013 members 
Mstep: Class 41 contains 11363 members 
Mstep: Class 42 contains 1383 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039984.000000 Penalty: 150219.671875
Iteration 165Q: 46 clusters Score -1.1504e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 36584 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59759 members 
Mstep: Class 5 contains 36788 members 
Mstep: Class 6 contains 5403 members 
Mstep: Class 7 contains 7685 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 29618 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 11612 members 
Mstep: Class 12 contains 34168 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10385 members 
Mstep: Class 15 contains 3941 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 68061 members 
Mstep: Class 18 contains 4431 members 
Mstep: Class 19 contains 13765 members 
Mstep: Class 20 contains 75243 members 
Mstep: Class 21 contains 30176 members 
Mstep: Class 22 contains 20832 members 
Mstep: Class 23 contains 5245 members 
Mstep: Class 24 contains 4560 members 
Mstep: Class 26 contains 6066 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12280 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6289 members 
Mstep: Class 31 contains 11268 members 
Mstep: Class 32 contains 10833 members 
Mstep: Class 33 contains 3262 members 
Mstep: Class 34 contains 57552 members 
Mstep: Class 35 contains 11669 members 
Mstep: Class 36 contains 4320 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52846 members 
Mstep: Class 40 contains 2013 members 
Mstep: Class 41 contains 11418 members 
Mstep: Class 42 contains 1390 members 
Mstep: Class 43 contains 651 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115040464.000000 Penalty: 150219.671875
Iteration 166Q: 46 clusters Score -1.150405e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 36564 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59781 members 
Mstep: Class 5 contains 36781 members 
Mstep: Class 6 contains 5406 members 
Mstep: Class 7 contains 7685 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 29634 members 
Mstep: Class 10 contains 138 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 34167 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10383 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 67981 members 
Mstep: Class 18 contains 4438 members 
Mstep: Class 19 contains 13769 members 
Mstep: Class 20 contains 75240 members 
Mstep: Class 21 contains 30175 members 
Mstep: Class 22 contains 20816 members 
Mstep: Class 23 contains 5246 members 
Mstep: Class 24 contains 4561 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12279 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6289 members 
Mstep: Class 31 contains 11262 members 
Mstep: Class 32 contains 10842 members 
Mstep: Class 33 contains 3358 members 
Mstep: Class 34 contains 57544 members 
Mstep: Class 35 contains 11679 members 
Mstep: Class 36 contains 4316 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52841 members 
Mstep: Class 40 contains 2015 members 
Mstep: Class 41 contains 11486 members 
Mstep: Class 42 contains 1392 members 
Mstep: Class 43 contains 657 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115040456.000000 Penalty: 150219.671875
Iteration 167Q: 46 clusters Score -1.150405e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 36550 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59812 members 
Mstep: Class 5 contains 36769 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 7685 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 29648 members 
Mstep: Class 10 contains 140 members 
Mstep: Class 11 contains 11550 members 
Mstep: Class 12 contains 34172 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10384 members 
Mstep: Class 15 contains 3941 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 67907 members 
Mstep: Class 18 contains 4446 members 
Mstep: Class 19 contains 13767 members 
Mstep: Class 20 contains 75230 members 
Mstep: Class 21 contains 30184 members 
Mstep: Class 22 contains 20823 members 
Mstep: Class 23 contains 5250 members 
Mstep: Class 24 contains 4561 members 
Mstep: Class 26 contains 6113 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12277 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6289 members 
Mstep: Class 31 contains 11254 members 
Mstep: Class 32 contains 10855 members 
Mstep: Class 33 contains 3427 members 
Mstep: Class 34 contains 57547 members 
Mstep: Class 35 contains 11692 members 
Mstep: Class 36 contains 4302 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 2395 members 
Mstep: Class 39 contains 52843 members 
Mstep: Class 40 contains 2015 members 
Mstep: Class 41 contains 11555 members 
Mstep: Class 42 contains 1397 members 
Mstep: Class 43 contains 661 members 
Mstep: Class 44 contains 900 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115040512.000000 Penalty: 150219.671875
Iteration 168Q: 46 clusters Score -1.150405e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 36539 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59860 members 
Mstep: Class 5 contains 36758 members 
Mstep: Class 6 contains 5406 members 
Mstep: Class 7 contains 7685 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29675 members 
Mstep: Class 10 contains 140 members 
Mstep: Class 11 contains 11540 members 
Mstep: Class 12 contains 34173 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10383 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 67822 members 
Mstep: Class 18 contains 4459 members 
Mstep: Class 19 contains 13766 members 
Mstep: Class 20 contains 75229 members 
Mstep: Class 21 contains 30189 members 
Mstep: Class 22 contains 20808 members 
Mstep: Class 23 contains 5254 members 
Mstep: Class 24 contains 4562 members 
Mstep: Class 26 contains 6127 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12277 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6289 members 
Mstep: Class 31 contains 11253 members 
Mstep: Class 32 contains 10856 members 
Mstep: Class 33 contains 3493 members 
Mstep: Class 34 contains 57532 members 
Mstep: Class 35 contains 11700 members 
Mstep: Class 36 contains 4292 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 2396 members 
Mstep: Class 39 contains 52843 members 
Mstep: Class 40 contains 2015 members 
Mstep: Class 41 contains 11614 members 
Mstep: Class 42 contains 1398 members 
Mstep: Class 43 contains 665 members 
Mstep: Class 44 contains 900 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115040424.000000 Penalty: 150219.671875
Iteration 169Q: 46 clusters Score -1.150404e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 36537 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59888 members 
Mstep: Class 5 contains 36753 members 
Mstep: Class 6 contains 5402 members 
Mstep: Class 7 contains 7685 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29702 members 
Mstep: Class 10 contains 140 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 34171 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10384 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 67763 members 
Mstep: Class 18 contains 4463 members 
Mstep: Class 19 contains 13768 members 
Mstep: Class 20 contains 75218 members 
Mstep: Class 21 contains 30189 members 
Mstep: Class 22 contains 20799 members 
Mstep: Class 23 contains 5254 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6136 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12275 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 11247 members 
Mstep: Class 32 contains 10874 members 
Mstep: Class 33 contains 3546 members 
Mstep: Class 34 contains 57508 members 
Mstep: Class 35 contains 11705 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 2395 members 
Mstep: Class 39 contains 52842 members 
Mstep: Class 40 contains 2015 members 
Mstep: Class 41 contains 11690 members 
Mstep: Class 42 contains 1398 members 
Mstep: Class 43 contains 668 members 
Mstep: Class 44 contains 900 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115040712.000000 Penalty: 150219.671875
Iteration 170Q: 46 clusters Score -1.150407e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 36528 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59907 members 
Mstep: Class 5 contains 36748 members 
Mstep: Class 6 contains 5400 members 
Mstep: Class 7 contains 7684 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29732 members 
Mstep: Class 10 contains 140 members 
Mstep: Class 11 contains 11520 members 
Mstep: Class 12 contains 34177 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10385 members 
Mstep: Class 15 contains 3945 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 67690 members 
Mstep: Class 18 contains 4467 members 
Mstep: Class 19 contains 13771 members 
Mstep: Class 20 contains 75216 members 
Mstep: Class 21 contains 30192 members 
Mstep: Class 22 contains 20787 members 
Mstep: Class 23 contains 5256 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6144 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12272 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 11239 members 
Mstep: Class 32 contains 10894 members 
Mstep: Class 33 contains 3605 members 
Mstep: Class 34 contains 57479 members 
Mstep: Class 35 contains 11701 members 
Mstep: Class 36 contains 4280 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 2395 members 
Mstep: Class 39 contains 52842 members 
Mstep: Class 40 contains 2015 members 
Mstep: Class 41 contains 11779 members 
Mstep: Class 42 contains 1399 members 
Mstep: Class 43 contains 669 members 
Mstep: Class 44 contains 900 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115040792.000000 Penalty: 150219.671875
Iteration 171Q: 46 clusters Score -1.150408e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 36521 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59930 members 
Mstep: Class 5 contains 36741 members 
Mstep: Class 6 contains 5402 members 
Mstep: Class 7 contains 7681 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29764 members 
Mstep: Class 10 contains 140 members 
Mstep: Class 11 contains 11521 members 
Mstep: Class 12 contains 34178 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10382 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 67607 members 
Mstep: Class 18 contains 4470 members 
Mstep: Class 19 contains 13769 members 
Mstep: Class 20 contains 75213 members 
Mstep: Class 21 contains 30193 members 
Mstep: Class 22 contains 20777 members 
Mstep: Class 23 contains 5263 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6152 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12272 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6287 members 
Mstep: Class 31 contains 11243 members 
Mstep: Class 32 contains 10907 members 
Mstep: Class 33 contains 3654 members 
Mstep: Class 34 contains 57451 members 
Mstep: Class 35 contains 11715 members 
Mstep: Class 36 contains 4267 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 2395 members 
Mstep: Class 39 contains 52833 members 
Mstep: Class 40 contains 2015 members 
Mstep: Class 41 contains 11865 members 
Mstep: Class 42 contains 1400 members 
Mstep: Class 43 contains 672 members 
Mstep: Class 44 contains 900 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115041104.000000 Penalty: 150219.671875
Iteration 172Q: 46 clusters Score -1.150411e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 36514 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59955 members 
Mstep: Class 5 contains 36730 members 
Mstep: Class 6 contains 5404 members 
Mstep: Class 7 contains 7677 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29794 members 
Mstep: Class 10 contains 140 members 
Mstep: Class 11 contains 11519 members 
Mstep: Class 12 contains 34180 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10381 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 67546 members 
Mstep: Class 18 contains 4474 members 
Mstep: Class 19 contains 13768 members 
Mstep: Class 20 contains 75211 members 
Mstep: Class 21 contains 30193 members 
Mstep: Class 22 contains 20774 members 
Mstep: Class 23 contains 5266 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6158 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12271 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6286 members 
Mstep: Class 31 contains 11234 members 
Mstep: Class 32 contains 10920 members 
Mstep: Class 33 contains 3679 members 
Mstep: Class 34 contains 57428 members 
Mstep: Class 35 contains 11727 members 
Mstep: Class 36 contains 4258 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 2395 members 
Mstep: Class 39 contains 52829 members 
Mstep: Class 40 contains 2015 members 
Mstep: Class 41 contains 11957 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 675 members 
Mstep: Class 44 contains 900 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115041056.000000 Penalty: 150219.671875
Iteration 173Q: 46 clusters Score -1.150411e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 36508 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59954 members 
Mstep: Class 5 contains 36720 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 7674 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29814 members 
Mstep: Class 10 contains 140 members 
Mstep: Class 11 contains 11516 members 
Mstep: Class 12 contains 34184 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10379 members 
Mstep: Class 15 contains 3947 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 67486 members 
Mstep: Class 18 contains 4474 members 
Mstep: Class 19 contains 13773 members 
Mstep: Class 20 contains 75207 members 
Mstep: Class 21 contains 30194 members 
Mstep: Class 22 contains 20779 members 
Mstep: Class 23 contains 5267 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6162 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12275 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6286 members 
Mstep: Class 31 contains 11231 members 
Mstep: Class 32 contains 10933 members 
Mstep: Class 33 contains 3705 members 
Mstep: Class 34 contains 57402 members 
Mstep: Class 35 contains 11734 members 
Mstep: Class 36 contains 4257 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 2395 members 
Mstep: Class 39 contains 52830 members 
Mstep: Class 40 contains 2015 members 
Mstep: Class 41 contains 12059 members 
Mstep: Class 42 contains 1402 members 
Mstep: Class 43 contains 677 members 
Mstep: Class 44 contains 900 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115041264.000000 Penalty: 150219.671875
Iteration 174Q: 46 clusters Score -1.150413e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 36502 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59954 members 
Mstep: Class 5 contains 36712 members 
Mstep: Class 6 contains 5410 members 
Mstep: Class 7 contains 7672 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29843 members 
Mstep: Class 10 contains 140 members 
Mstep: Class 11 contains 11519 members 
Mstep: Class 12 contains 34181 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10380 members 
Mstep: Class 15 contains 3949 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 67440 members 
Mstep: Class 18 contains 4475 members 
Mstep: Class 19 contains 13773 members 
Mstep: Class 20 contains 75209 members 
Mstep: Class 21 contains 30191 members 
Mstep: Class 22 contains 20790 members 
Mstep: Class 23 contains 5269 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6164 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12278 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6285 members 
Mstep: Class 31 contains 11229 members 
Mstep: Class 32 contains 10949 members 
Mstep: Class 33 contains 3728 members 
Mstep: Class 34 contains 57369 members 
Mstep: Class 35 contains 11738 members 
Mstep: Class 36 contains 4254 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 2395 members 
Mstep: Class 39 contains 52829 members 
Mstep: Class 40 contains 2015 members 
Mstep: Class 41 contains 12149 members 
Mstep: Class 42 contains 1407 members 
Mstep: Class 43 contains 678 members 
Mstep: Class 44 contains 900 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115041328.000000 Penalty: 150219.671875
Iteration 175Q: 46 clusters Score -1.150413e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 36492 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59957 members 
Mstep: Class 5 contains 36705 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 7670 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29879 members 
Mstep: Class 10 contains 140 members 
Mstep: Class 11 contains 11527 members 
Mstep: Class 12 contains 34175 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10379 members 
Mstep: Class 15 contains 3950 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 67390 members 
Mstep: Class 18 contains 4479 members 
Mstep: Class 19 contains 13774 members 
Mstep: Class 20 contains 75212 members 
Mstep: Class 21 contains 30195 members 
Mstep: Class 22 contains 20797 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6167 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12283 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6283 members 
Mstep: Class 31 contains 11230 members 
Mstep: Class 32 contains 10948 members 
Mstep: Class 33 contains 3753 members 
Mstep: Class 34 contains 57333 members 
Mstep: Class 35 contains 11747 members 
Mstep: Class 36 contains 4250 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 2395 members 
Mstep: Class 39 contains 52826 members 
Mstep: Class 40 contains 2015 members 
Mstep: Class 41 contains 12231 members 
Mstep: Class 42 contains 1408 members 
Mstep: Class 43 contains 680 members 
Mstep: Class 44 contains 900 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115041368.000000 Penalty: 150219.671875
Iteration 176Q: 46 clusters Score -1.150414e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 36486 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59975 members 
Mstep: Class 5 contains 36692 members 
Mstep: Class 6 contains 5414 members 
Mstep: Class 7 contains 7669 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 29918 members 
Mstep: Class 10 contains 140 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 34177 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10377 members 
Mstep: Class 15 contains 3952 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 67319 members 
Mstep: Class 18 contains 4483 members 
Mstep: Class 19 contains 13771 members 
Mstep: Class 20 contains 75223 members 
Mstep: Class 21 contains 30197 members 
Mstep: Class 22 contains 20802 members 
Mstep: Class 23 contains 5278 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6169 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12289 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6283 members 
Mstep: Class 31 contains 11229 members 
Mstep: Class 32 contains 10957 members 
Mstep: Class 33 contains 3770 members 
Mstep: Class 34 contains 57303 members 
Mstep: Class 35 contains 11751 members 
Mstep: Class 36 contains 4246 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 2395 members 
Mstep: Class 39 contains 52823 members 
Mstep: Class 40 contains 2015 members 
Mstep: Class 41 contains 12312 members 
Mstep: Class 42 contains 1408 members 
Mstep: Class 43 contains 682 members 
Mstep: Class 44 contains 900 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115041368.000000 Penalty: 150219.671875
Iteration 177Q: 46 clusters Score -1.150414e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 36484 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 59994 members 
Mstep: Class 5 contains 36681 members 
Mstep: Class 6 contains 5421 members 
Mstep: Class 7 contains 7669 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 29953 members 
Mstep: Class 10 contains 140 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 34178 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10374 members 
Mstep: Class 15 contains 3956 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 67259 members 
Mstep: Class 18 contains 4481 members 
Mstep: Class 19 contains 13772 members 
Mstep: Class 20 contains 75228 members 
Mstep: Class 21 contains 30193 members 
Mstep: Class 22 contains 20797 members 
Mstep: Class 23 contains 5283 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6171 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12294 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6282 members 
Mstep: Class 31 contains 11230 members 
Mstep: Class 32 contains 10969 members 
Mstep: Class 33 contains 3789 members 
Mstep: Class 34 contains 57274 members 
Mstep: Class 35 contains 11754 members 
Mstep: Class 36 contains 4242 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 2395 members 
Mstep: Class 39 contains 52825 members 
Mstep: Class 40 contains 2015 members 
Mstep: Class 41 contains 12386 members 
Mstep: Class 42 contains 1409 members 
Mstep: Class 43 contains 683 members 
Mstep: Class 44 contains 900 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115041312.000000 Penalty: 150219.671875
Iteration 178Q: 46 clusters Score -1.150413e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 36460 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60016 members 
Mstep: Class 5 contains 36678 members 
Mstep: Class 6 contains 5431 members 
Mstep: Class 7 contains 7669 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 29979 members 
Mstep: Class 10 contains 140 members 
Mstep: Class 11 contains 11533 members 
Mstep: Class 12 contains 34176 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10372 members 
Mstep: Class 15 contains 3959 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 67213 members 
Mstep: Class 18 contains 4480 members 
Mstep: Class 19 contains 13769 members 
Mstep: Class 20 contains 75242 members 
Mstep: Class 21 contains 30191 members 
Mstep: Class 22 contains 20801 members 
Mstep: Class 23 contains 5289 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6174 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12298 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6282 members 
Mstep: Class 31 contains 11230 members 
Mstep: Class 32 contains 10980 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 57262 members 
Mstep: Class 35 contains 11748 members 
Mstep: Class 36 contains 4241 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 2395 members 
Mstep: Class 39 contains 52825 members 
Mstep: Class 40 contains 2015 members 
Mstep: Class 41 contains 12442 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 685 members 
Mstep: Class 44 contains 900 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115041400.000000 Penalty: 150219.671875
Iteration 179Q: 46 clusters Score -1.150414e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 36435 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60024 members 
Mstep: Class 5 contains 36666 members 
Mstep: Class 6 contains 5440 members 
Mstep: Class 7 contains 7669 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30013 members 
Mstep: Class 10 contains 140 members 
Mstep: Class 11 contains 11538 members 
Mstep: Class 12 contains 34174 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10370 members 
Mstep: Class 15 contains 3962 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 67169 members 
Mstep: Class 18 contains 4479 members 
Mstep: Class 19 contains 13768 members 
Mstep: Class 20 contains 75244 members 
Mstep: Class 21 contains 30191 members 
Mstep: Class 22 contains 20802 members 
Mstep: Class 23 contains 5289 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 12304 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6280 members 
Mstep: Class 31 contains 11230 members 
Mstep: Class 32 contains 10987 members 
Mstep: Class 33 contains 3811 members 
Mstep: Class 34 contains 57253 members 
Mstep: Class 35 contains 11749 members 
Mstep: Class 36 contains 4254 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2395 members 
Mstep: Class 39 contains 52827 members 
Mstep: Class 40 contains 2015 members 
Mstep: Class 41 contains 12505 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 686 members 
Mstep: Class 44 contains 900 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115042440.000000 Penalty: 150219.671875
Iteration 180F: 46 clusters Score -1.150424e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 36427 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60030 members 
Mstep: Class 5 contains 36665 members 
Mstep: Class 6 contains 5445 members 
Mstep: Class 7 contains 7669 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30045 members 
Mstep: Class 10 contains 155 members 
Mstep: Class 11 contains 11544 members 
Mstep: Class 12 contains 34172 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10367 members 
Mstep: Class 15 contains 3962 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 67075 members 
Mstep: Class 18 contains 4478 members 
Mstep: Class 19 contains 13766 members 
Mstep: Class 20 contains 75246 members 
Mstep: Class 21 contains 30190 members 
Mstep: Class 22 contains 20797 members 
Mstep: Class 23 contains 5290 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 7219 members 
Mstep: Class 28 contains 12308 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6278 members 
Mstep: Class 31 contains 11228 members 
Mstep: Class 32 contains 10997 members 
Mstep: Class 33 contains 3903 members 
Mstep: Class 34 contains 57223 members 
Mstep: Class 35 contains 11753 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2395 members 
Mstep: Class 39 contains 52826 members 
Mstep: Class 40 contains 2015 members 
Mstep: Class 41 contains 12568 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 686 members 
Mstep: Class 44 contains 900 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115043096.000000 Penalty: 150219.671875
Iteration 181Q: 46 clusters Score -1.150431e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 36421 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60055 members 
Mstep: Class 5 contains 36663 members 
Mstep: Class 6 contains 5455 members 
Mstep: Class 7 contains 7669 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30077 members 
Mstep: Class 10 contains 155 members 
Mstep: Class 11 contains 11547 members 
Mstep: Class 12 contains 34172 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10366 members 
Mstep: Class 15 contains 3961 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66977 members 
Mstep: Class 18 contains 4487 members 
Mstep: Class 19 contains 13769 members 
Mstep: Class 20 contains 75245 members 
Mstep: Class 21 contains 30190 members 
Mstep: Class 22 contains 20779 members 
Mstep: Class 23 contains 5292 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 7219 members 
Mstep: Class 28 contains 12311 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6278 members 
Mstep: Class 31 contains 11232 members 
Mstep: Class 32 contains 11004 members 
Mstep: Class 33 contains 3966 members 
Mstep: Class 34 contains 57193 members 
Mstep: Class 35 contains 11755 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52825 members 
Mstep: Class 40 contains 2015 members 
Mstep: Class 41 contains 12631 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 691 members 
Mstep: Class 44 contains 900 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115043624.000000 Penalty: 150219.671875
Iteration 182Q: 46 clusters Score -1.150436e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 36411 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60082 members 
Mstep: Class 5 contains 36654 members 
Mstep: Class 6 contains 5467 members 
Mstep: Class 7 contains 7670 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30107 members 
Mstep: Class 10 contains 157 members 
Mstep: Class 11 contains 11547 members 
Mstep: Class 12 contains 34171 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10366 members 
Mstep: Class 15 contains 3963 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66892 members 
Mstep: Class 18 contains 4494 members 
Mstep: Class 19 contains 13771 members 
Mstep: Class 20 contains 75244 members 
Mstep: Class 21 contains 30185 members 
Mstep: Class 22 contains 20764 members 
Mstep: Class 23 contains 5295 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 7219 members 
Mstep: Class 28 contains 12311 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6277 members 
Mstep: Class 31 contains 11234 members 
Mstep: Class 32 contains 11000 members 
Mstep: Class 33 contains 4027 members 
Mstep: Class 34 contains 57176 members 
Mstep: Class 35 contains 11758 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52827 members 
Mstep: Class 40 contains 2014 members 
Mstep: Class 41 contains 12688 members 
Mstep: Class 42 contains 1414 members 
Mstep: Class 43 contains 692 members 
Mstep: Class 44 contains 901 members 
Mstep: Class 45 contains 507 members 
Mstep: Class 46 contains 7755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115043632.000000 Penalty: 150219.671875
Iteration 183Q: 46 clusters Score -1.150436e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 36389 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60109 members 
Mstep: Class 5 contains 36651 members 
Mstep: Class 6 contains 5474 members 
Mstep: Class 7 contains 7668 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30141 members 
Mstep: Class 10 contains 158 members 
Mstep: Class 11 contains 11548 members 
Mstep: Class 12 contains 34170 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10363 members 
Mstep: Class 15 contains 3963 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66807 members 
Mstep: Class 18 contains 4508 members 
Mstep: Class 19 contains 13774 members 
Mstep: Class 20 contains 75244 members 
Mstep: Class 21 contains 30181 members 
Mstep: Class 22 contains 20749 members 
Mstep: Class 23 contains 5297 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 7219 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6278 members 
Mstep: Class 31 contains 11238 members 
Mstep: Class 32 contains 10997 members 
Mstep: Class 33 contains 4098 members 
Mstep: Class 34 contains 57148 members 
Mstep: Class 35 contains 11765 members 
Mstep: Class 36 contains 4262 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52828 members 
Mstep: Class 40 contains 2013 members 
Mstep: Class 41 contains 12744 members 
Mstep: Class 42 contains 1416 members 
Mstep: Class 43 contains 690 members 
Mstep: Class 44 contains 902 members 
Mstep: Class 45 contains 508 members 
Mstep: Class 46 contains 7759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115043856.000000 Penalty: 150219.671875
Iteration 184Q: 46 clusters Score -1.150439e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 36369 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60137 members 
Mstep: Class 5 contains 36646 members 
Mstep: Class 6 contains 5485 members 
Mstep: Class 7 contains 7666 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30170 members 
Mstep: Class 10 contains 160 members 
Mstep: Class 11 contains 11545 members 
Mstep: Class 12 contains 34173 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 3966 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66753 members 
Mstep: Class 18 contains 4514 members 
Mstep: Class 19 contains 13774 members 
Mstep: Class 20 contains 75234 members 
Mstep: Class 21 contains 30184 members 
Mstep: Class 22 contains 20736 members 
Mstep: Class 23 contains 5297 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6176 members 
Mstep: Class 27 contains 7219 members 
Mstep: Class 28 contains 12311 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6278 members 
Mstep: Class 31 contains 11240 members 
Mstep: Class 32 contains 11000 members 
Mstep: Class 33 contains 4150 members 
Mstep: Class 34 contains 57133 members 
Mstep: Class 35 contains 11766 members 
Mstep: Class 36 contains 4259 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52836 members 
Mstep: Class 40 contains 2013 members 
Mstep: Class 41 contains 12790 members 
Mstep: Class 42 contains 1417 members 
Mstep: Class 43 contains 689 members 
Mstep: Class 44 contains 902 members 
Mstep: Class 45 contains 508 members 
Mstep: Class 46 contains 7759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115043944.000000 Penalty: 150219.671875
Iteration 185Q: 46 clusters Score -1.150439e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 36353 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60147 members 
Mstep: Class 5 contains 36643 members 
Mstep: Class 6 contains 5495 members 
Mstep: Class 7 contains 7665 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30200 members 
Mstep: Class 10 contains 160 members 
Mstep: Class 11 contains 11542 members 
Mstep: Class 12 contains 34176 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10363 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66709 members 
Mstep: Class 18 contains 4515 members 
Mstep: Class 19 contains 13774 members 
Mstep: Class 20 contains 75221 members 
Mstep: Class 21 contains 30182 members 
Mstep: Class 22 contains 20725 members 
Mstep: Class 23 contains 5299 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6176 members 
Mstep: Class 27 contains 7220 members 
Mstep: Class 28 contains 12312 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6277 members 
Mstep: Class 31 contains 11248 members 
Mstep: Class 32 contains 11016 members 
Mstep: Class 33 contains 4193 members 
Mstep: Class 34 contains 57108 members 
Mstep: Class 35 contains 11763 members 
Mstep: Class 36 contains 4258 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52834 members 
Mstep: Class 40 contains 2012 members 
Mstep: Class 41 contains 12840 members 
Mstep: Class 42 contains 1418 members 
Mstep: Class 43 contains 689 members 
Mstep: Class 44 contains 902 members 
Mstep: Class 45 contains 508 members 
Mstep: Class 46 contains 7762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115044032.000000 Penalty: 150219.671875
Iteration 186Q: 46 clusters Score -1.15044e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 36334 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60153 members 
Mstep: Class 5 contains 36641 members 
Mstep: Class 6 contains 5496 members 
Mstep: Class 7 contains 7665 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30241 members 
Mstep: Class 10 contains 160 members 
Mstep: Class 11 contains 11543 members 
Mstep: Class 12 contains 34175 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10363 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66659 members 
Mstep: Class 18 contains 4518 members 
Mstep: Class 19 contains 13778 members 
Mstep: Class 20 contains 75222 members 
Mstep: Class 21 contains 30172 members 
Mstep: Class 22 contains 20725 members 
Mstep: Class 23 contains 5300 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6177 members 
Mstep: Class 27 contains 7220 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6277 members 
Mstep: Class 31 contains 11255 members 
Mstep: Class 32 contains 11025 members 
Mstep: Class 33 contains 4222 members 
Mstep: Class 34 contains 57076 members 
Mstep: Class 35 contains 11762 members 
Mstep: Class 36 contains 4259 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52828 members 
Mstep: Class 40 contains 2012 members 
Mstep: Class 41 contains 12914 members 
Mstep: Class 42 contains 1418 members 
Mstep: Class 43 contains 691 members 
Mstep: Class 44 contains 903 members 
Mstep: Class 45 contains 508 members 
Mstep: Class 46 contains 7764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115044008.000000 Penalty: 150219.671875
Iteration 187Q: 46 clusters Score -1.15044e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 36333 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60155 members 
Mstep: Class 5 contains 36636 members 
Mstep: Class 6 contains 5501 members 
Mstep: Class 7 contains 7665 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30280 members 
Mstep: Class 10 contains 160 members 
Mstep: Class 11 contains 11543 members 
Mstep: Class 12 contains 34171 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10364 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66614 members 
Mstep: Class 18 contains 4527 members 
Mstep: Class 19 contains 13778 members 
Mstep: Class 20 contains 75226 members 
Mstep: Class 21 contains 30165 members 
Mstep: Class 22 contains 20723 members 
Mstep: Class 23 contains 5302 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6177 members 
Mstep: Class 27 contains 7220 members 
Mstep: Class 28 contains 12316 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6277 members 
Mstep: Class 31 contains 11261 members 
Mstep: Class 32 contains 11027 members 
Mstep: Class 33 contains 4251 members 
Mstep: Class 34 contains 57038 members 
Mstep: Class 35 contains 11760 members 
Mstep: Class 36 contains 4261 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52827 members 
Mstep: Class 40 contains 2012 members 
Mstep: Class 41 contains 12986 members 
Mstep: Class 42 contains 1418 members 
Mstep: Class 43 contains 691 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 508 members 
Mstep: Class 46 contains 7764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115043800.000000 Penalty: 150219.671875
Iteration 188Q: 46 clusters Score -1.150438e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 36337 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60151 members 
Mstep: Class 5 contains 36632 members 
Mstep: Class 6 contains 5509 members 
Mstep: Class 7 contains 7663 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30306 members 
Mstep: Class 10 contains 160 members 
Mstep: Class 11 contains 11542 members 
Mstep: Class 12 contains 34168 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10364 members 
Mstep: Class 15 contains 3971 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66576 members 
Mstep: Class 18 contains 4530 members 
Mstep: Class 19 contains 13778 members 
Mstep: Class 20 contains 75219 members 
Mstep: Class 21 contains 30162 members 
Mstep: Class 22 contains 20717 members 
Mstep: Class 23 contains 5304 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6177 members 
Mstep: Class 27 contains 7220 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6277 members 
Mstep: Class 31 contains 11268 members 
Mstep: Class 32 contains 11033 members 
Mstep: Class 33 contains 4277 members 
Mstep: Class 34 contains 57016 members 
Mstep: Class 35 contains 11761 members 
Mstep: Class 36 contains 4265 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52825 members 
Mstep: Class 40 contains 2012 members 
Mstep: Class 41 contains 13050 members 
Mstep: Class 42 contains 1419 members 
Mstep: Class 43 contains 691 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 508 members 
Mstep: Class 46 contains 7764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115043656.000000 Penalty: 150219.671875
Iteration 189Q: 46 clusters Score -1.150437e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 36333 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60162 members 
Mstep: Class 5 contains 36632 members 
Mstep: Class 6 contains 5506 members 
Mstep: Class 7 contains 7662 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30330 members 
Mstep: Class 10 contains 160 members 
Mstep: Class 11 contains 11542 members 
Mstep: Class 12 contains 34162 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10364 members 
Mstep: Class 15 contains 3972 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66540 members 
Mstep: Class 18 contains 4533 members 
Mstep: Class 19 contains 13777 members 
Mstep: Class 20 contains 75212 members 
Mstep: Class 21 contains 30153 members 
Mstep: Class 22 contains 20732 members 
Mstep: Class 23 contains 5304 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6177 members 
Mstep: Class 27 contains 7220 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6276 members 
Mstep: Class 31 contains 11274 members 
Mstep: Class 32 contains 11040 members 
Mstep: Class 33 contains 4304 members 
Mstep: Class 34 contains 56989 members 
Mstep: Class 35 contains 11760 members 
Mstep: Class 36 contains 4266 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52826 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 13106 members 
Mstep: Class 42 contains 1420 members 
Mstep: Class 43 contains 691 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115043800.000000 Penalty: 150219.671875
Iteration 190Q: 46 clusters Score -1.150438e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 36316 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60196 members 
Mstep: Class 5 contains 36631 members 
Mstep: Class 6 contains 5516 members 
Mstep: Class 7 contains 7662 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30342 members 
Mstep: Class 10 contains 161 members 
Mstep: Class 11 contains 11544 members 
Mstep: Class 12 contains 34161 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10364 members 
Mstep: Class 15 contains 3972 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66480 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 13776 members 
Mstep: Class 20 contains 75214 members 
Mstep: Class 21 contains 30161 members 
Mstep: Class 22 contains 20739 members 
Mstep: Class 23 contains 5305 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6177 members 
Mstep: Class 27 contains 7220 members 
Mstep: Class 28 contains 12317 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6276 members 
Mstep: Class 31 contains 11277 members 
Mstep: Class 32 contains 11045 members 
Mstep: Class 33 contains 4322 members 
Mstep: Class 34 contains 56962 members 
Mstep: Class 35 contains 11763 members 
Mstep: Class 36 contains 4265 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52826 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 13153 members 
Mstep: Class 42 contains 1423 members 
Mstep: Class 43 contains 693 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115043688.000000 Penalty: 150219.671875
Iteration 191Q: 46 clusters Score -1.150437e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 36303 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60217 members 
Mstep: Class 5 contains 36631 members 
Mstep: Class 6 contains 5528 members 
Mstep: Class 7 contains 7662 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30353 members 
Mstep: Class 10 contains 161 members 
Mstep: Class 11 contains 11543 members 
Mstep: Class 12 contains 34157 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10365 members 
Mstep: Class 15 contains 3972 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66438 members 
Mstep: Class 18 contains 4531 members 
Mstep: Class 19 contains 13779 members 
Mstep: Class 20 contains 75204 members 
Mstep: Class 21 contains 30164 members 
Mstep: Class 22 contains 20740 members 
Mstep: Class 23 contains 5306 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6176 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12318 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6275 members 
Mstep: Class 31 contains 11281 members 
Mstep: Class 32 contains 11055 members 
Mstep: Class 33 contains 4352 members 
Mstep: Class 34 contains 56948 members 
Mstep: Class 35 contains 11761 members 
Mstep: Class 36 contains 4269 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52818 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 13195 members 
Mstep: Class 42 contains 1425 members 
Mstep: Class 43 contains 693 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115043776.000000 Penalty: 150219.671875
Iteration 192Q: 46 clusters Score -1.150438e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 36293 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60238 members 
Mstep: Class 5 contains 36628 members 
Mstep: Class 6 contains 5530 members 
Mstep: Class 7 contains 7662 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30366 members 
Mstep: Class 10 contains 161 members 
Mstep: Class 11 contains 11542 members 
Mstep: Class 12 contains 34152 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10366 members 
Mstep: Class 15 contains 3972 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66388 members 
Mstep: Class 18 contains 4531 members 
Mstep: Class 19 contains 13781 members 
Mstep: Class 20 contains 75198 members 
Mstep: Class 21 contains 30166 members 
Mstep: Class 22 contains 20746 members 
Mstep: Class 23 contains 5306 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12318 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6275 members 
Mstep: Class 31 contains 11280 members 
Mstep: Class 32 contains 11062 members 
Mstep: Class 33 contains 4380 members 
Mstep: Class 34 contains 56935 members 
Mstep: Class 35 contains 11763 members 
Mstep: Class 36 contains 4273 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52812 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 13239 members 
Mstep: Class 42 contains 1427 members 
Mstep: Class 43 contains 691 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115043656.000000 Penalty: 150219.671875
Iteration 193Q: 46 clusters Score -1.150437e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 36289 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60257 members 
Mstep: Class 5 contains 36625 members 
Mstep: Class 6 contains 5538 members 
Mstep: Class 7 contains 7662 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30380 members 
Mstep: Class 10 contains 161 members 
Mstep: Class 11 contains 11542 members 
Mstep: Class 12 contains 34151 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10366 members 
Mstep: Class 15 contains 3972 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66343 members 
Mstep: Class 18 contains 4531 members 
Mstep: Class 19 contains 13782 members 
Mstep: Class 20 contains 75192 members 
Mstep: Class 21 contains 30169 members 
Mstep: Class 22 contains 20744 members 
Mstep: Class 23 contains 5307 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6176 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12316 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6275 members 
Mstep: Class 31 contains 11272 members 
Mstep: Class 32 contains 11072 members 
Mstep: Class 33 contains 4404 members 
Mstep: Class 34 contains 56925 members 
Mstep: Class 35 contains 11758 members 
Mstep: Class 36 contains 4275 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52812 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 13282 members 
Mstep: Class 42 contains 1428 members 
Mstep: Class 43 contains 691 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115043656.000000 Penalty: 150219.671875
Iteration 194Q: 46 clusters Score -1.150437e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 36290 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60267 members 
Mstep: Class 5 contains 36618 members 
Mstep: Class 6 contains 5539 members 
Mstep: Class 7 contains 7660 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30399 members 
Mstep: Class 10 contains 161 members 
Mstep: Class 11 contains 11541 members 
Mstep: Class 12 contains 34148 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10366 members 
Mstep: Class 15 contains 3972 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66311 members 
Mstep: Class 18 contains 4531 members 
Mstep: Class 19 contains 13781 members 
Mstep: Class 20 contains 75187 members 
Mstep: Class 21 contains 30167 members 
Mstep: Class 22 contains 20753 members 
Mstep: Class 23 contains 5308 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12316 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6275 members 
Mstep: Class 31 contains 11263 members 
Mstep: Class 32 contains 11080 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 56913 members 
Mstep: Class 35 contains 11753 members 
Mstep: Class 36 contains 4277 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52812 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 13324 members 
Mstep: Class 42 contains 1430 members 
Mstep: Class 43 contains 692 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115043576.000000 Penalty: 150219.671875
Iteration 195Q: 46 clusters Score -1.150436e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 36295 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60284 members 
Mstep: Class 5 contains 36615 members 
Mstep: Class 6 contains 5543 members 
Mstep: Class 7 contains 7659 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30410 members 
Mstep: Class 10 contains 161 members 
Mstep: Class 11 contains 11539 members 
Mstep: Class 12 contains 34145 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10365 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66268 members 
Mstep: Class 18 contains 4533 members 
Mstep: Class 19 contains 13780 members 
Mstep: Class 20 contains 75177 members 
Mstep: Class 21 contains 30170 members 
Mstep: Class 22 contains 20763 members 
Mstep: Class 23 contains 5312 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12317 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6274 members 
Mstep: Class 31 contains 11267 members 
Mstep: Class 32 contains 11084 members 
Mstep: Class 33 contains 4428 members 
Mstep: Class 34 contains 56903 members 
Mstep: Class 35 contains 11753 members 
Mstep: Class 36 contains 4274 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52812 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 13364 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 693 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115043592.000000 Penalty: 150219.671875
Iteration 196Q: 46 clusters Score -1.150436e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 36299 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60294 members 
Mstep: Class 5 contains 36611 members 
Mstep: Class 6 contains 5544 members 
Mstep: Class 7 contains 7658 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30426 members 
Mstep: Class 10 contains 161 members 
Mstep: Class 11 contains 11540 members 
Mstep: Class 12 contains 34142 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10365 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66238 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 13779 members 
Mstep: Class 20 contains 75177 members 
Mstep: Class 21 contains 30177 members 
Mstep: Class 22 contains 20759 members 
Mstep: Class 23 contains 5312 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12318 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6273 members 
Mstep: Class 31 contains 11268 members 
Mstep: Class 32 contains 11090 members 
Mstep: Class 33 contains 4443 members 
Mstep: Class 34 contains 56886 members 
Mstep: Class 35 contains 11751 members 
Mstep: Class 36 contains 4279 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52812 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 13409 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 693 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115043488.000000 Penalty: 150219.671875
Iteration 197Q: 46 clusters Score -1.150435e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 36294 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60318 members 
Mstep: Class 5 contains 36609 members 
Mstep: Class 6 contains 5547 members 
Mstep: Class 7 contains 7658 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30445 members 
Mstep: Class 10 contains 161 members 
Mstep: Class 11 contains 11540 members 
Mstep: Class 12 contains 34139 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10365 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66200 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 19 contains 13778 members 
Mstep: Class 20 contains 75173 members 
Mstep: Class 21 contains 30179 members 
Mstep: Class 22 contains 20764 members 
Mstep: Class 23 contains 5312 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12318 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6272 members 
Mstep: Class 31 contains 11268 members 
Mstep: Class 32 contains 11096 members 
Mstep: Class 33 contains 4458 members 
Mstep: Class 34 contains 56871 members 
Mstep: Class 35 contains 11753 members 
Mstep: Class 36 contains 4282 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52810 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 13449 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 693 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115043608.000000 Penalty: 150219.671875
Iteration 198Q: 46 clusters Score -1.150436e+08 nChanged 280
Entering ConstructFrom: 
Score: -115043608.000000 Penalty: 150219.671875
Entering ConstructFrom: 
Trying to split cluster 1 (18419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Entering Unmasked Estep 
Score: -2962979.250000 Penalty: 2435.642334
	Iteration 0F: 2 clusters Score -2962979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2949928.250000 Penalty: 4871.284668
	Iteration 0F: 3 clusters Score -2949928 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2954540.000000 Penalty: 4871.284668
	Iteration 1F: 3 clusters Score -2954540 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2955185.250000 Penalty: 4871.284668
	Iteration 2F: 3 clusters Score -2955185 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2955803.250000 Penalty: 4871.284668
	Iteration 3F: 3 clusters Score -2955803 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2956368.000000 Penalty: 4871.284668
	Iteration 4F: 3 clusters Score -2956368 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2956845.250000 Penalty: 4871.284668
	Iteration 5F: 3 clusters Score -2956845 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2957214.000000 Penalty: 4871.284668
	Iteration 6Q: 3 clusters Score -2957214 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2957590.250000 Penalty: 4871.284668
	Iteration 7Q: 3 clusters Score -2957590 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2957910.250000 Penalty: 4871.284668
	Iteration 8Q: 3 clusters Score -2957910 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2958181.250000 Penalty: 4871.284668
	Iteration 9Q: 3 clusters Score -2958181 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2958472.500000 Penalty: 4871.284668
	Iteration 10Q: 3 clusters Score -2958472 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2958790.500000 Penalty: 4871.284668
	Iteration 11Q: 3 clusters Score -2958790 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2959077.750000 Penalty: 4871.284668
	Iteration 12Q: 3 clusters Score -2959078 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2959423.750000 Penalty: 4871.284668
	Iteration 13Q: 3 clusters Score -2959424 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2959725.500000 Penalty: 4871.284668
	Iteration 14Q: 3 clusters Score -2959726 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2959967.000000 Penalty: 4871.284668
	Iteration 15Q: 3 clusters Score -2959967 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2960119.250000 Penalty: 4871.284668
	Iteration 16Q: 3 clusters Score -2960119 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2960229.250000 Penalty: 4871.284668
	Iteration 17Q: 3 clusters Score -2960229 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2960269.000000 Penalty: 4871.284668
	Iteration 18Q: 3 clusters Score -2960269 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2960309.000000 Penalty: 4871.284668
	Iteration 19Q: 3 clusters Score -2960309 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2960356.500000 Penalty: 4871.284668
	Iteration 20F: 3 clusters Score -2960356 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2960381.750000 Penalty: 4871.284668
	Iteration 21Q: 3 clusters Score -2960382 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2960414.500000 Penalty: 4871.284668
	Iteration 22Q: 3 clusters Score -2960414 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2960445.500000 Penalty: 4871.284668
	Iteration 23Q: 3 clusters Score -2960446 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2960457.750000 Penalty: 4871.284668
	Iteration 24Q: 3 clusters Score -2960458 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2960484.250000 Penalty: 4871.284668
	Iteration 25Q: 3 clusters Score -2960484 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2960504.250000 Penalty: 4871.284668
	Iteration 26Q: 3 clusters Score -2960504 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2960518.500000 Penalty: 4871.284668
	Iteration 27Q: 3 clusters Score -2960518 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2960550.000000 Penalty: 4871.284668
	Iteration 28Q: 3 clusters Score -2960550 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2960562.750000 Penalty: 4871.284668
	Iteration 29Q: 3 clusters Score -2960563 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2960580.250000 Penalty: 4871.284668
	Iteration 30Q: 3 clusters Score -2960580 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2960594.750000 Penalty: 4871.284668
	Iteration 31Q: 3 clusters Score -2960595 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2960603.000000 Penalty: 4871.284668
	Iteration 32Q: 3 clusters Score -2960603 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2960613.500000 Penalty: 4871.284668
	Iteration 33Q: 3 clusters Score -2960614 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2960642.750000 Penalty: 4871.284668
	Iteration 34Q: 3 clusters Score -2960643 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2960645.000000 Penalty: 4871.284668
	Iteration 35Q: 3 clusters Score -2960645 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2960669.000000 Penalty: 4871.284668
	Iteration 36Q: 3 clusters Score -2960669 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2960702.250000 Penalty: 4871.284668
	Iteration 37Q: 3 clusters Score -2960702 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2960719.750000 Penalty: 4871.284668
	Iteration 38Q: 3 clusters Score -2960720 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2960729.750000 Penalty: 4871.284668
	Iteration 39Q: 3 clusters Score -2960730 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2960738.750000 Penalty: 4871.284668
	Iteration 40F: 3 clusters Score -2960739 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2960747.500000 Penalty: 4871.284668
	Iteration 41Q: 3 clusters Score -2960748 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2960758.250000 Penalty: 4871.284668
	Iteration 42Q: 3 clusters Score -2960758 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2960764.500000 Penalty: 4871.284668
	Iteration 43Q: 3 clusters Score -2960764 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2960781.500000 Penalty: 4871.284668
	Iteration 44Q: 3 clusters Score -2960782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2960785.500000 Penalty: 4871.284668
	Iteration 45Q: 3 clusters Score -2960786 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2960803.500000 Penalty: 4871.284668
	Iteration 46Q: 3 clusters Score -2960804 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2960821.000000 Penalty: 4871.284668
	Iteration 47Q: 3 clusters Score -2960821 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2960837.250000 Penalty: 4871.284668
	Iteration 48Q: 3 clusters Score -2960837 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2960853.250000 Penalty: 4871.284668
	Iteration 49Q: 3 clusters Score -2960853 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2960849.000000 Penalty: 4871.284668
	Iteration 50Q: 3 clusters Score -2960849 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2960850.750000 Penalty: 4871.284668
	Iteration 51Q: 3 clusters Score -2960851 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2960870.500000 Penalty: 4871.284668
	Iteration 52Q: 3 clusters Score -2960870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2960872.500000 Penalty: 4871.284668
	Iteration 53Q: 3 clusters Score -2960872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2960884.000000 Penalty: 4871.284668
	Iteration 54Q: 3 clusters Score -2960884 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2960886.500000 Penalty: 4871.284668
	Iteration 55Q: 3 clusters Score -2960886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2960899.750000 Penalty: 4871.284668
	Iteration 56Q: 3 clusters Score -2960900 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2960898.750000 Penalty: 4871.284668
	Iteration 57Q: 3 clusters Score -2960899 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2960910.000000 Penalty: 4871.284668
	Iteration 58Q: 3 clusters Score -2960910 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2960920.500000 Penalty: 4871.284668
	Iteration 59Q: 3 clusters Score -2960920 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2960922.250000 Penalty: 4871.284668
	Iteration 60F: 3 clusters Score -2960922 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2960935.000000 Penalty: 4871.284668
	Iteration 61Q: 3 clusters Score -2960935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2960949.000000 Penalty: 4871.284668
	Iteration 62Q: 3 clusters Score -2960949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2960940.250000 Penalty: 4871.284668
	Iteration 63Q: 3 clusters Score -2960940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2960943.750000 Penalty: 4871.284668
	Iteration 64Q: 3 clusters Score -2960944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2960951.000000 Penalty: 4871.284668
	Iteration 65Q: 3 clusters Score -2960951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2960947.750000 Penalty: 4871.284668
	Iteration 66Q: 3 clusters Score -2960948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2960946.750000 Penalty: 4871.284668
	Iteration 67Q: 3 clusters Score -2960947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2960945.000000 Penalty: 4871.284668
	Iteration 68Q: 3 clusters Score -2960945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2960953.250000 Penalty: 4871.284668
	Iteration 69Q: 3 clusters Score -2960953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2960958.500000 Penalty: 4871.284668
	Iteration 70Q: 3 clusters Score -2960958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2960955.000000 Penalty: 4871.284668
	Iteration 71Q: 3 clusters Score -2960955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2960961.500000 Penalty: 4871.284668
	Iteration 72Q: 3 clusters Score -2960962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2960969.750000 Penalty: 4871.284668
	Iteration 73Q: 3 clusters Score -2960970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2960968.250000 Penalty: 4871.284668
	Iteration 74Q: 3 clusters Score -2960968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2960978.750000 Penalty: 4871.284668
	Iteration 75Q: 3 clusters Score -2960979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2960983.000000 Penalty: 4871.284668
	Iteration 76Q: 3 clusters Score -2960983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2960991.000000 Penalty: 4871.284668
	Iteration 77Q: 3 clusters Score -2960991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2960996.000000 Penalty: 4871.284668
	Iteration 78Q: 3 clusters Score -2960996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2960991.250000 Penalty: 4871.284668
	Iteration 79Q: 3 clusters Score -2960991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2960999.750000 Penalty: 4871.284668
	Iteration 80F: 3 clusters Score -2961000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2960999.750000 Penalty: 4871.284668
	Iteration 81Q: 3 clusters Score -2961000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2961001.000000 Penalty: 4871.284668
	Iteration 82Q: 3 clusters Score -2961001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2961002.750000 Penalty: 4871.284668
	Iteration 83Q: 3 clusters Score -2961003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2961010.000000 Penalty: 4871.284668
	Iteration 84Q: 3 clusters Score -2961010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2961016.750000 Penalty: 4871.284668
	Iteration 85Q: 3 clusters Score -2961017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2961014.250000 Penalty: 4871.284668
	Iteration 86Q: 3 clusters Score -2961014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2961013.000000 Penalty: 4871.284668
	Iteration 87Q: 3 clusters Score -2961013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2961008.500000 Penalty: 4871.284668
	Iteration 88Q: 3 clusters Score -2961008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2961010.500000 Penalty: 4871.284668
	Iteration 89Q: 3 clusters Score -2961010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2961009.250000 Penalty: 4871.284668
	Iteration 90Q: 3 clusters Score -2961009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2961012.250000 Penalty: 4871.284668
	Iteration 91Q: 3 clusters Score -2961012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2961010.500000 Penalty: 4871.284668
	Iteration 92Q: 3 clusters Score -2961010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2961004.250000 Penalty: 4871.284668
	Iteration 93Q: 3 clusters Score -2961004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2961010.000000 Penalty: 4871.284668
	Iteration 94Q: 3 clusters Score -2961010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2961012.500000 Penalty: 4871.284668
	Iteration 95Q: 3 clusters Score -2961012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2961013.250000 Penalty: 4871.284668
	Iteration 96Q: 3 clusters Score -2961013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2961017.000000 Penalty: 4871.284668
	Iteration 97Q: 3 clusters Score -2961017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2961010.000000 Penalty: 4871.284668
	Iteration 98Q: 3 clusters Score -2961010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2961013.250000 Penalty: 4871.284668
	Iteration 99Q: 3 clusters Score -2961013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2961015.500000 Penalty: 4871.284668
	Iteration 100F: 3 clusters Score -2961016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2961010.000000 Penalty: 4871.284668
	Iteration 101Q: 3 clusters Score -2961010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2961013.000000 Penalty: 4871.284668
	Iteration 102Q: 3 clusters Score -2961013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2961020.250000 Penalty: 4871.284668
	Iteration 103Q: 3 clusters Score -2961020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2961023.250000 Penalty: 4871.284668
	Iteration 104Q: 3 clusters Score -2961023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2961021.750000 Penalty: 4871.284668
	Iteration 105Q: 3 clusters Score -2961022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2961017.750000 Penalty: 4871.284668
	Iteration 106Q: 3 clusters Score -2961018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2961024.000000 Penalty: 4871.284668
	Iteration 107Q: 3 clusters Score -2961024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2961022.500000 Penalty: 4871.284668
	Iteration 108Q: 3 clusters Score -2961022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2961029.000000 Penalty: 4871.284668
	Iteration 109Q: 3 clusters Score -2961029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2961030.500000 Penalty: 4871.284668
	Iteration 110Q: 3 clusters Score -2961030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2961032.750000 Penalty: 4871.284668
	Iteration 111Q: 3 clusters Score -2961033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2961034.750000 Penalty: 4871.284668
	Iteration 112Q: 3 clusters Score -2961035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2961030.750000 Penalty: 4871.284668
	Iteration 113Q: 3 clusters Score -2961031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2961031.000000 Penalty: 4871.284668
	Iteration 114Q: 3 clusters Score -2961031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2961032.750000 Penalty: 4871.284668
	Iteration 115Q: 3 clusters Score -2961033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2961029.500000 Penalty: 4871.284668
	Iteration 116Q: 3 clusters Score -2961030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2961039.500000 Penalty: 4871.284668
	Iteration 117Q: 3 clusters Score -2961040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2961035.750000 Penalty: 4871.284668
	Iteration 118Q: 3 clusters Score -2961036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2961038.000000 Penalty: 4871.284668
	Iteration 119Q: 3 clusters Score -2961038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2961036.500000 Penalty: 4871.284668
	Iteration 120F: 3 clusters Score -2961036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2961039.750000 Penalty: 4871.284668
	Iteration 121Q: 3 clusters Score -2961040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2961042.250000 Penalty: 4871.284668
	Iteration 122Q: 3 clusters Score -2961042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2961034.250000 Penalty: 4871.284668
	Iteration 123Q: 3 clusters Score -2961034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2961037.000000 Penalty: 4871.284668
	Iteration 124Q: 3 clusters Score -2961037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2961046.500000 Penalty: 4871.284668
	Iteration 125Q: 3 clusters Score -2961046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2961043.750000 Penalty: 4871.284668
	Iteration 126Q: 3 clusters Score -2961044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2961043.750000 Penalty: 4871.284668
	Iteration 127F: 3 clusters Score -2961044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Entering Unmasked Estep 
Score: -5880955.500000 Penalty: 2603.839355
	Iteration 0F: 2 clusters Score -5880956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -5856186.000000 Penalty: 5207.678711
	Iteration 0F: 3 clusters Score -5856186 nChanged 16711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -5865416.500000 Penalty: 5207.678711
	Iteration 1F: 3 clusters Score -5865416 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -5866123.000000 Penalty: 5207.678711
	Iteration 2F: 3 clusters Score -5866123 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -5866888.500000 Penalty: 5207.678711
	Iteration 3F: 3 clusters Score -5866888 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -5867710.500000 Penalty: 5207.678711
	Iteration 4Q: 3 clusters Score -5867710 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -5868617.500000 Penalty: 5207.678711
	Iteration 5F: 3 clusters Score -5868618 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -5869823.500000 Penalty: 5207.678711
	Iteration 6F: 3 clusters Score -5869824 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -5871374.000000 Penalty: 5207.678711
	Iteration 7F: 3 clusters Score -5871374 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -5873012.000000 Penalty: 5207.678711
	Iteration 8F: 3 clusters Score -5873012 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -5874498.500000 Penalty: 5207.678711
	Iteration 9F: 3 clusters Score -5874498 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -5875748.000000 Penalty: 5207.678711
	Iteration 10Q: 3 clusters Score -5875748 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -5876654.000000 Penalty: 5207.678711
	Iteration 11Q: 3 clusters Score -5876654 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -5877276.500000 Penalty: 5207.678711
	Iteration 12Q: 3 clusters Score -5877276 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -5877612.000000 Penalty: 5207.678711
	Iteration 13Q: 3 clusters Score -5877612 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -5877886.000000 Penalty: 5207.678711
	Iteration 14Q: 3 clusters Score -5877886 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -5878101.000000 Penalty: 5207.678711
	Iteration 15Q: 3 clusters Score -5878101 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -5878292.000000 Penalty: 5207.678711
	Iteration 16Q: 3 clusters Score -5878292 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -5878480.500000 Penalty: 5207.678711
	Iteration 17Q: 3 clusters Score -5878480 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -5878559.000000 Penalty: 5207.678711
	Iteration 18Q: 3 clusters Score -5878559 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -5878650.500000 Penalty: 5207.678711
	Iteration 19Q: 3 clusters Score -5878650 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -5878742.000000 Penalty: 5207.678711
	Iteration 20F: 3 clusters Score -5878742 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -5878797.500000 Penalty: 5207.678711
	Iteration 21Q: 3 clusters Score -5878798 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -5878870.000000 Penalty: 5207.678711
	Iteration 22Q: 3 clusters Score -5878870 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -5878941.000000 Penalty: 5207.678711
	Iteration 23Q: 3 clusters Score -5878941 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -5879000.500000 Penalty: 5207.678711
	Iteration 24Q: 3 clusters Score -5879000 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -5879029.000000 Penalty: 5207.678711
	Iteration 25Q: 3 clusters Score -5879029 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -5879061.500000 Penalty: 5207.678711
	Iteration 26Q: 3 clusters Score -5879062 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -5879097.000000 Penalty: 5207.678711
	Iteration 27Q: 3 clusters Score -5879097 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -5879128.500000 Penalty: 5207.678711
	Iteration 28Q: 3 clusters Score -5879128 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -5879123.500000 Penalty: 5207.678711
	Iteration 29Q: 3 clusters Score -5879124 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -5879142.000000 Penalty: 5207.678711
	Iteration 30Q: 3 clusters Score -5879142 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -5879156.500000 Penalty: 5207.678711
	Iteration 31Q: 3 clusters Score -5879156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -5879170.500000 Penalty: 5207.678711
	Iteration 32Q: 3 clusters Score -5879170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -5879172.000000 Penalty: 5207.678711
	Iteration 33Q: 3 clusters Score -5879172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -5879183.000000 Penalty: 5207.678711
	Iteration 34Q: 3 clusters Score -5879183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -5879194.000000 Penalty: 5207.678711
	Iteration 35Q: 3 clusters Score -5879194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -5879198.000000 Penalty: 5207.678711
	Iteration 36Q: 3 clusters Score -5879198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -5879200.000000 Penalty: 5207.678711
	Iteration 37Q: 3 clusters Score -5879200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -5879207.500000 Penalty: 5207.678711
	Iteration 38Q: 3 clusters Score -5879208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -5879202.000000 Penalty: 5207.678711
	Iteration 39Q: 3 clusters Score -5879202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -5879202.500000 Penalty: 5207.678711
	Iteration 40F: 3 clusters Score -5879202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -5879204.000000 Penalty: 5207.678711
	Iteration 41Q: 3 clusters Score -5879204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -5879209.500000 Penalty: 5207.678711
	Iteration 42Q: 3 clusters Score -5879210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -5879210.000000 Penalty: 5207.678711
	Iteration 43Q: 3 clusters Score -5879210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -5879211.500000 Penalty: 5207.678711
	Iteration 44Q: 3 clusters Score -5879212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -5879219.000000 Penalty: 5207.678711
	Iteration 45Q: 3 clusters Score -5879219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -5879225.500000 Penalty: 5207.678711
	Iteration 46Q: 3 clusters Score -5879226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -5879217.500000 Penalty: 5207.678711
	Iteration 47Q: 3 clusters Score -5879218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -5879227.500000 Penalty: 5207.678711
	Iteration 48Q: 3 clusters Score -5879228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -5879226.500000 Penalty: 5207.678711
	Iteration 49Q: 3 clusters Score -5879226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -5879224.000000 Penalty: 5207.678711
	Iteration 50Q: 3 clusters Score -5879224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -5879226.500000 Penalty: 5207.678711
	Iteration 51Q: 3 clusters Score -5879226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -5879231.500000 Penalty: 5207.678711
	Iteration 52Q: 3 clusters Score -5879232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -5879235.500000 Penalty: 5207.678711
	Iteration 53Q: 3 clusters Score -5879236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -5879231.500000 Penalty: 5207.678711
	Iteration 54Q: 3 clusters Score -5879232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -5879232.500000 Penalty: 5207.678711
	Iteration 55Q: 3 clusters Score -5879232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -5879235.000000 Penalty: 5207.678711
	Iteration 56Q: 3 clusters Score -5879235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -5879235.000000 Penalty: 5207.678711
	Iteration 57F: 3 clusters Score -5879235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -150560.421875 Penalty: 1700.663452
	Iteration 0F: 2 clusters Score -150560.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -148688.515625 Penalty: 3401.326904
	Iteration 0F: 3 clusters Score -148688.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -149029.812500 Penalty: 3401.326904
	Iteration 1F: 3 clusters Score -149029.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -149185.421875 Penalty: 3401.326904
	Iteration 2F: 3 clusters Score -149185.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -149290.765625 Penalty: 3401.326904
	Iteration 3F: 3 clusters Score -149290.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -149386.296875 Penalty: 3401.326904
	Iteration 4Q: 3 clusters Score -149386.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -149503.140625 Penalty: 3401.326904
	Iteration 5Q: 3 clusters Score -149503.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -149639.187500 Penalty: 3401.326904
	Iteration 6Q: 3 clusters Score -149639.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -149797.968750 Penalty: 3401.326904
	Iteration 7Q: 3 clusters Score -149798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -150217.953125 Penalty: 3401.326904
	Iteration 8Q: 3 clusters Score -150218 nChanged 38
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: -150530.140625 Penalty: 3401.326904
	Iteration 9Q: 3 clusters Score -150530.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -150672.890625 Penalty: 3401.326904
	Iteration 10Q: 3 clusters Score -150672.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -150757.875000 Penalty: 3401.326904
	Iteration 11Q: 3 clusters Score -150757.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -150785.593750 Penalty: 3401.326904
	Iteration 12Q: 3 clusters Score -150785.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -150789.578125 Penalty: 3401.326904
	Iteration 13Q: 3 clusters Score -150789.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -150791.312500 Penalty: 3401.326904
	Iteration 14Q: 3 clusters Score -150791.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -150794.921875 Penalty: 3401.326904
	Iteration 15Q: 3 clusters Score -150794.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -150797.234375 Penalty: 3401.326904
	Iteration 16Q: 3 clusters Score -150797.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -150798.437500 Penalty: 3401.326904
	Iteration 17Q: 3 clusters Score -150798.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -150799.609375 Penalty: 3401.326904
	Iteration 18Q: 3 clusters Score -150799.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -150800.359375 Penalty: 3401.326904
	Iteration 19Q: 3 clusters Score -150800.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -150802.406250 Penalty: 3401.326904
	Iteration 20F: 3 clusters Score -150802.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -150814.718750 Penalty: 3401.326904
	Iteration 21Q: 3 clusters Score -150814.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -150815.875000 Penalty: 3401.326904
	Iteration 22Q: 3 clusters Score -150815.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -150815.875000 Penalty: 3401.326904
	Iteration 23F: 3 clusters Score -150815.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 36292 members 
Mstep: Class 3 contains 411 members 
Mstep: Class 4 contains 60329 members 
Mstep: Class 5 contains 36606 members 
Mstep: Class 6 contains 5548 members 
Mstep: Class 7 contains 7657 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30465 members 
Mstep: Class 10 contains 161 members 
Mstep: Class 11 contains 11543 members 
Mstep: Class 12 contains 34135 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10364 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66162 members 
Mstep: Class 18 contains 4541 members 
Mstep: Class 19 contains 13777 members 
Mstep: Class 20 contains 75174 members 
Mstep: Class 21 contains 30179 members 
Mstep: Class 22 contains 20766 members 
Mstep: Class 23 contains 5311 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 25 contains 540 members 
Mstep: Class 26 contains 6174 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6271 members 
Mstep: Class 31 contains 11271 members 
Mstep: Class 32 contains 11104 members 
Mstep: Class 33 contains 4472 members 
Mstep: Class 34 contains 56863 members 
Mstep: Class 35 contains 11759 members 
Mstep: Class 36 contains 4284 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52807 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 13495 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 693 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7773 members 
Entering Unmasked Estep 
Score: -115042016.000000 Penalty: 153557.890625
Splitting cluster 3 changes total score from -115043608.000000 to -115042016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (60329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60329 members 
Entering Unmasked Estep 
Score: -10440222.000000 Penalty: 2729.876953
	Iteration 0F: 2 clusters Score -1.044022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -10403766.000000 Penalty: 5459.753906
	Iteration 0F: 3 clusters Score -1.040377e+07 nChanged 27950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -10419575.000000 Penalty: 5459.753906
	Iteration 1F: 3 clusters Score -1.041958e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -10420784.000000 Penalty: 5459.753906
	Iteration 2Q: 3 clusters Score -1.042078e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -10422006.000000 Penalty: 5459.753906
	Iteration 3F: 3 clusters Score -1.042201e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -10423837.000000 Penalty: 5459.753906
	Iteration 4F: 3 clusters Score -1.042384e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -10426195.000000 Penalty: 5459.753906
	Iteration 5F: 3 clusters Score -1.04262e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -10429008.000000 Penalty: 5459.753906
	Iteration 6F: 3 clusters Score -1.042901e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -10431867.000000 Penalty: 5459.753906
	Iteration 7F: 3 clusters Score -1.043187e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -10434436.000000 Penalty: 5459.753906
	Iteration 8F: 3 clusters Score -1.043444e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -10436121.000000 Penalty: 5459.753906
	Iteration 9Q: 3 clusters Score -1.043612e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -10437093.000000 Penalty: 5459.753906
	Iteration 10Q: 3 clusters Score -1.043709e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -10437794.000000 Penalty: 5459.753906
	Iteration 11Q: 3 clusters Score -1.043779e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -10438125.000000 Penalty: 5459.753906
	Iteration 12Q: 3 clusters Score -1.043812e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 57484 members 
Entering Unmasked Estep 
Score: -10438301.000000 Penalty: 5459.753906
	Iteration 13Q: 3 clusters Score -1.04383e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 58172 members 
Entering Unmasked Estep 
Score: -10438262.000000 Penalty: 5459.753906
	Iteration 14Q: 3 clusters Score -1.043826e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -10438252.000000 Penalty: 5459.753906
	Iteration 15Q: 3 clusters Score -1.043825e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 58905 members 
Entering Unmasked Estep 
Score: -10438212.000000 Penalty: 5459.753906
	Iteration 16Q: 3 clusters Score -1.043821e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 59120 members 
Entering Unmasked Estep 
Score: -10438203.000000 Penalty: 5459.753906
	Iteration 17Q: 3 clusters Score -1.04382e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -10438207.000000 Penalty: 5459.753906
	Iteration 18Q: 3 clusters Score -1.043821e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -10438153.000000 Penalty: 5459.753906
	Iteration 19Q: 3 clusters Score -1.043815e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 59457 members 
Entering Unmasked Estep 
Score: -10438184.000000 Penalty: 5459.753906
	Iteration 20F: 3 clusters Score -1.043818e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 59522 members 
Entering Unmasked Estep 
Score: -10438181.000000 Penalty: 5459.753906
	Iteration 21Q: 3 clusters Score -1.043818e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 59572 members 
Entering Unmasked Estep 
Score: -10438194.000000 Penalty: 5459.753906
	Iteration 22Q: 3 clusters Score -1.043819e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -10438216.000000 Penalty: 5459.753906
	Iteration 23Q: 3 clusters Score -1.043822e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 59659 members 
Entering Unmasked Estep 
Score: -10438231.000000 Penalty: 5459.753906
	Iteration 24Q: 3 clusters Score -1.043823e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -10438216.000000 Penalty: 5459.753906
	Iteration 25Q: 3 clusters Score -1.043822e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 59705 members 
Entering Unmasked Estep 
Score: -10438242.000000 Penalty: 5459.753906
	Iteration 26Q: 3 clusters Score -1.043824e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -10438228.000000 Penalty: 5459.753906
	Iteration 27Q: 3 clusters Score -1.043823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -10438227.000000 Penalty: 5459.753906
	Iteration 28Q: 3 clusters Score -1.043823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -10438226.000000 Penalty: 5459.753906
	Iteration 29Q: 3 clusters Score -1.043823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -10438220.000000 Penalty: 5459.753906
	Iteration 30Q: 3 clusters Score -1.043822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 59748 members 
Entering Unmasked Estep 
Score: -10438244.000000 Penalty: 5459.753906
	Iteration 31Q: 3 clusters Score -1.043824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 59753 members 
Entering Unmasked Estep 
Score: -10438250.000000 Penalty: 5459.753906
	Iteration 32Q: 3 clusters Score -1.043825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 59756 members 
Entering Unmasked Estep 
Score: -10438244.000000 Penalty: 5459.753906
	Iteration 33Q: 3 clusters Score -1.043824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 59764 members 
Entering Unmasked Estep 
Score: -10438243.000000 Penalty: 5459.753906
	Iteration 34Q: 3 clusters Score -1.043824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -10438234.000000 Penalty: 5459.753906
	Iteration 35Q: 3 clusters Score -1.043823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -10438234.000000 Penalty: 5459.753906
	Iteration 36F: 3 clusters Score -1.043823e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Entering Unmasked Estep 
Score: -6185040.000000 Penalty: 2605.975830
	Iteration 0F: 2 clusters Score -6185040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -6160059.500000 Penalty: 5211.951660
	Iteration 0F: 3 clusters Score -6160060 nChanged 16753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -6169172.500000 Penalty: 5211.951660
	Iteration 1F: 3 clusters Score -6169172 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -6169760.000000 Penalty: 5211.951660
	Iteration 2Q: 3 clusters Score -6169760 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -6170347.500000 Penalty: 5211.951660
	Iteration 3Q: 3 clusters Score -6170348 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -6171125.000000 Penalty: 5211.951660
	Iteration 4Q: 3 clusters Score -6171125 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -6172154.500000 Penalty: 5211.951660
	Iteration 5F: 3 clusters Score -6172154 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -6173632.500000 Penalty: 5211.951660
	Iteration 6F: 3 clusters Score -6173632 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -6175497.500000 Penalty: 5211.951660
	Iteration 7F: 3 clusters Score -6175498 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -6177544.000000 Penalty: 5211.951660
	Iteration 8F: 3 clusters Score -6177544 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -6179332.000000 Penalty: 5211.951660
	Iteration 9F: 3 clusters Score -6179332 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -6180703.000000 Penalty: 5211.951660
	Iteration 10Q: 3 clusters Score -6180703 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -6181752.500000 Penalty: 5211.951660
	Iteration 11Q: 3 clusters Score -6181752 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6182396.500000 Penalty: 5211.951660
	Iteration 12Q: 3 clusters Score -6182396 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6182827.000000 Penalty: 5211.951660
	Iteration 13Q: 3 clusters Score -6182827 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6183062.000000 Penalty: 5211.951660
	Iteration 14Q: 3 clusters Score -6183062 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -6183293.000000 Penalty: 5211.951660
	Iteration 15Q: 3 clusters Score -6183293 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6183489.500000 Penalty: 5211.951660
	Iteration 16Q: 3 clusters Score -6183490 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6183666.000000 Penalty: 5211.951660
	Iteration 17Q: 3 clusters Score -6183666 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6183771.500000 Penalty: 5211.951660
	Iteration 18Q: 3 clusters Score -6183772 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6183860.000000 Penalty: 5211.951660
	Iteration 19Q: 3 clusters Score -6183860 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6183926.500000 Penalty: 5211.951660
	Iteration 20F: 3 clusters Score -6183926 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6183955.000000 Penalty: 5211.951660
	Iteration 21Q: 3 clusters Score -6183955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6183973.000000 Penalty: 5211.951660
	Iteration 22Q: 3 clusters Score -6183973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6183963.000000 Penalty: 5211.951660
	Iteration 23Q: 3 clusters Score -6183963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6183964.000000 Penalty: 5211.951660
	Iteration 24Q: 3 clusters Score -6183964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6183971.000000 Penalty: 5211.951660
	Iteration 25Q: 3 clusters Score -6183971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6183980.500000 Penalty: 5211.951660
	Iteration 26Q: 3 clusters Score -6183980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6183983.000000 Penalty: 5211.951660
	Iteration 27Q: 3 clusters Score -6183983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -6183991.000000 Penalty: 5211.951660
	Iteration 28Q: 3 clusters Score -6183991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6183999.000000 Penalty: 5211.951660
	Iteration 29Q: 3 clusters Score -6183999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -6183997.500000 Penalty: 5211.951660
	Iteration 30Q: 3 clusters Score -6183998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6184000.500000 Penalty: 5211.951660
	Iteration 31Q: 3 clusters Score -6184000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6184006.000000 Penalty: 5211.951660
	Iteration 32Q: 3 clusters Score -6184006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6184013.500000 Penalty: 5211.951660
	Iteration 33Q: 3 clusters Score -6184014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6184026.000000 Penalty: 5211.951660
	Iteration 34Q: 3 clusters Score -6184026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6184026.000000 Penalty: 5211.951660
	Iteration 35Q: 3 clusters Score -6184026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6184023.000000 Penalty: 5211.951660
	Iteration 36Q: 3 clusters Score -6184023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6184023.000000 Penalty: 5211.951660
	Iteration 37F: 3 clusters Score -6184023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Entering Unmasked Estep 
Score: -916663.062500 Penalty: 2138.055908
	Iteration 0F: 2 clusters Score -916663.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -911782.187500 Penalty: 4276.111816
	Iteration 0F: 3 clusters Score -911782.2 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -913050.875000 Penalty: 4276.111816
	Iteration 1F: 3 clusters Score -913050.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -913309.000000 Penalty: 4276.111816
	Iteration 2F: 3 clusters Score -913309 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -913473.750000 Penalty: 4276.111816
	Iteration 3F: 3 clusters Score -913473.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -913590.687500 Penalty: 4276.111816
	Iteration 4Q: 3 clusters Score -913590.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -913681.937500 Penalty: 4276.111816
	Iteration 5Q: 3 clusters Score -913681.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -913765.000000 Penalty: 4276.111816
	Iteration 6Q: 3 clusters Score -913765 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -913862.000000 Penalty: 4276.111816
	Iteration 7Q: 3 clusters Score -913862 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -913940.750000 Penalty: 4276.111816
	Iteration 8Q: 3 clusters Score -913940.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -914011.437500 Penalty: 4276.111816
	Iteration 9Q: 3 clusters Score -914011.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -914072.437500 Penalty: 4276.111816
	Iteration 10Q: 3 clusters Score -914072.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -914136.937500 Penalty: 4276.111816
	Iteration 11Q: 3 clusters Score -914136.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -914207.812500 Penalty: 4276.111816
	Iteration 12Q: 3 clusters Score -914207.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -914271.375000 Penalty: 4276.111816
	Iteration 13Q: 3 clusters Score -914271.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -914324.312500 Penalty: 4276.111816
	Iteration 14Q: 3 clusters Score -914324.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -914376.125000 Penalty: 4276.111816
	Iteration 15Q: 3 clusters Score -914376.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -914422.062500 Penalty: 4276.111816
	Iteration 16Q: 3 clusters Score -914422.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -914457.125000 Penalty: 4276.111816
	Iteration 17Q: 3 clusters Score -914457.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -914497.687500 Penalty: 4276.111816
	Iteration 18Q: 3 clusters Score -914497.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -914524.625000 Penalty: 4276.111816
	Iteration 19Q: 3 clusters Score -914524.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -914556.250000 Penalty: 4276.111816
	Iteration 20F: 3 clusters Score -914556.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -914583.125000 Penalty: 4276.111816
	Iteration 21Q: 3 clusters Score -914583.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -914605.562500 Penalty: 4276.111816
	Iteration 22Q: 3 clusters Score -914605.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -914624.125000 Penalty: 4276.111816
	Iteration 23Q: 3 clusters Score -914624.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -914643.750000 Penalty: 4276.111816
	Iteration 24Q: 3 clusters Score -914643.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -914656.750000 Penalty: 4276.111816
	Iteration 25Q: 3 clusters Score -914656.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -914668.937500 Penalty: 4276.111816
	Iteration 26Q: 3 clusters Score -914668.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -914680.312500 Penalty: 4276.111816
	Iteration 27Q: 3 clusters Score -914680.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -914691.312500 Penalty: 4276.111816
	Iteration 28Q: 3 clusters Score -914691.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -914705.750000 Penalty: 4276.111816
	Iteration 29Q: 3 clusters Score -914705.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -914723.562500 Penalty: 4276.111816
	Iteration 30Q: 3 clusters Score -914723.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -914742.625000 Penalty: 4276.111816
	Iteration 31Q: 3 clusters Score -914742.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -914759.312500 Penalty: 4276.111816
	Iteration 32Q: 3 clusters Score -914759.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -914769.187500 Penalty: 4276.111816
	Iteration 33Q: 3 clusters Score -914769.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -914781.500000 Penalty: 4276.111816
	Iteration 34Q: 3 clusters Score -914781.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -914793.812500 Penalty: 4276.111816
	Iteration 35Q: 3 clusters Score -914793.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -914805.562500 Penalty: 4276.111816
	Iteration 36Q: 3 clusters Score -914805.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -914816.187500 Penalty: 4276.111816
	Iteration 37Q: 3 clusters Score -914816.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -914822.375000 Penalty: 4276.111816
	Iteration 38Q: 3 clusters Score -914822.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -914829.375000 Penalty: 4276.111816
	Iteration 39Q: 3 clusters Score -914829.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -914835.312500 Penalty: 4276.111816
	Iteration 40F: 3 clusters Score -914835.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -914840.687500 Penalty: 4276.111816
	Iteration 41Q: 3 clusters Score -914840.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -914847.625000 Penalty: 4276.111816
	Iteration 42Q: 3 clusters Score -914847.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -914850.875000 Penalty: 4276.111816
	Iteration 43Q: 3 clusters Score -914850.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -914859.250000 Penalty: 4276.111816
	Iteration 44Q: 3 clusters Score -914859.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -914865.750000 Penalty: 4276.111816
	Iteration 45Q: 3 clusters Score -914865.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -914871.312500 Penalty: 4276.111816
	Iteration 46Q: 3 clusters Score -914871.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -914874.875000 Penalty: 4276.111816
	Iteration 47Q: 3 clusters Score -914874.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -914882.625000 Penalty: 4276.111816
	Iteration 48Q: 3 clusters Score -914882.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -914892.187500 Penalty: 4276.111816
	Iteration 49Q: 3 clusters Score -914892.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -914897.625000 Penalty: 4276.111816
	Iteration 50Q: 3 clusters Score -914897.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -914902.312500 Penalty: 4276.111816
	Iteration 51Q: 3 clusters Score -914902.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -914904.125000 Penalty: 4276.111816
	Iteration 52Q: 3 clusters Score -914904.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -914906.375000 Penalty: 4276.111816
	Iteration 53Q: 3 clusters Score -914906.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -914910.875000 Penalty: 4276.111816
	Iteration 54Q: 3 clusters Score -914910.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -914917.062500 Penalty: 4276.111816
	Iteration 55Q: 3 clusters Score -914917.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -914920.562500 Penalty: 4276.111816
	Iteration 56Q: 3 clusters Score -914920.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -914929.500000 Penalty: 4276.111816
	Iteration 57Q: 3 clusters Score -914929.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -914932.312500 Penalty: 4276.111816
	Iteration 58Q: 3 clusters Score -914932.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -914937.312500 Penalty: 4276.111816
	Iteration 59Q: 3 clusters Score -914937.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -914942.375000 Penalty: 4276.111816
	Iteration 60F: 3 clusters Score -914942.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -914945.625000 Penalty: 4276.111816
	Iteration 61Q: 3 clusters Score -914945.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -914947.562500 Penalty: 4276.111816
	Iteration 62Q: 3 clusters Score -914947.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -914950.250000 Penalty: 4276.111816
	Iteration 63Q: 3 clusters Score -914950.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -914950.812500 Penalty: 4276.111816
	Iteration 64Q: 3 clusters Score -914950.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -914953.750000 Penalty: 4276.111816
	Iteration 65Q: 3 clusters Score -914953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -914954.312500 Penalty: 4276.111816
	Iteration 66Q: 3 clusters Score -914954.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -914954.375000 Penalty: 4276.111816
	Iteration 67Q: 3 clusters Score -914954.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -914954.625000 Penalty: 4276.111816
	Iteration 68Q: 3 clusters Score -914954.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -914956.687500 Penalty: 4276.111816
	Iteration 69Q: 3 clusters Score -914956.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -914956.562500 Penalty: 4276.111816
	Iteration 70Q: 3 clusters Score -914956.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -914956.562500 Penalty: 4276.111816
	Iteration 71F: 3 clusters Score -914956.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Entering Unmasked Estep 
Score: -1318355.125000 Penalty: 2217.957031
	Iteration 0F: 2 clusters Score -1318355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1312176.375000 Penalty: 4435.914062
	Iteration 0F: 3 clusters Score -1312176 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1313843.250000 Penalty: 4435.914062
	Iteration 1F: 3 clusters Score -1313843 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1314144.875000 Penalty: 4435.914062
	Iteration 2F: 3 clusters Score -1314145 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1314344.750000 Penalty: 4435.914062
	Iteration 3F: 3 clusters Score -1314345 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1314496.125000 Penalty: 4435.914062
	Iteration 4Q: 3 clusters Score -1314496 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1314609.375000 Penalty: 4435.914062
	Iteration 5Q: 3 clusters Score -1314609 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1314704.125000 Penalty: 4435.914062
	Iteration 6Q: 3 clusters Score -1314704 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1314799.375000 Penalty: 4435.914062
	Iteration 7Q: 3 clusters Score -1314799 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1314894.250000 Penalty: 4435.914062
	Iteration 8Q: 3 clusters Score -1314894 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1315013.625000 Penalty: 4435.914062
	Iteration 9Q: 3 clusters Score -1315014 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1315133.500000 Penalty: 4435.914062
	Iteration 10Q: 3 clusters Score -1315134 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1315251.375000 Penalty: 4435.914062
	Iteration 11Q: 3 clusters Score -1315251 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1315379.875000 Penalty: 4435.914062
	Iteration 12Q: 3 clusters Score -1315380 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1315520.875000 Penalty: 4435.914062
	Iteration 13Q: 3 clusters Score -1315521 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1315643.875000 Penalty: 4435.914062
	Iteration 14Q: 3 clusters Score -1315644 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1315768.625000 Penalty: 4435.914062
	Iteration 15Q: 3 clusters Score -1315769 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1315863.000000 Penalty: 4435.914062
	Iteration 16Q: 3 clusters Score -1315863 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1315944.875000 Penalty: 4435.914062
	Iteration 17Q: 3 clusters Score -1315945 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1316019.750000 Penalty: 4435.914062
	Iteration 18Q: 3 clusters Score -1316020 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1316091.125000 Penalty: 4435.914062
	Iteration 19Q: 3 clusters Score -1316091 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1316145.875000 Penalty: 4435.914062
	Iteration 20F: 3 clusters Score -1316146 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1316174.750000 Penalty: 4435.914062
	Iteration 21Q: 3 clusters Score -1316175 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1316198.625000 Penalty: 4435.914062
	Iteration 22Q: 3 clusters Score -1316199 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1316222.000000 Penalty: 4435.914062
	Iteration 23Q: 3 clusters Score -1316222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1316236.125000 Penalty: 4435.914062
	Iteration 24Q: 3 clusters Score -1316236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1316249.250000 Penalty: 4435.914062
	Iteration 25Q: 3 clusters Score -1316249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1316264.000000 Penalty: 4435.914062
	Iteration 26Q: 3 clusters Score -1316264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1316275.500000 Penalty: 4435.914062
	Iteration 27Q: 3 clusters Score -1316276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1316286.375000 Penalty: 4435.914062
	Iteration 28Q: 3 clusters Score -1316286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1316294.875000 Penalty: 4435.914062
	Iteration 29Q: 3 clusters Score -1316295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1316302.375000 Penalty: 4435.914062
	Iteration 30Q: 3 clusters Score -1316302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1316312.750000 Penalty: 4435.914062
	Iteration 31Q: 3 clusters Score -1316313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1316320.500000 Penalty: 4435.914062
	Iteration 32Q: 3 clusters Score -1316320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1316330.375000 Penalty: 4435.914062
	Iteration 33Q: 3 clusters Score -1316330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1316332.875000 Penalty: 4435.914062
	Iteration 34Q: 3 clusters Score -1316333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1316339.250000 Penalty: 4435.914062
	Iteration 35Q: 3 clusters Score -1316339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1316341.750000 Penalty: 4435.914062
	Iteration 36Q: 3 clusters Score -1316342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1316347.250000 Penalty: 4435.914062
	Iteration 37Q: 3 clusters Score -1316347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1316347.750000 Penalty: 4435.914062
	Iteration 38Q: 3 clusters Score -1316348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1316349.250000 Penalty: 4435.914062
	Iteration 39Q: 3 clusters Score -1316349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1316354.250000 Penalty: 4435.914062
	Iteration 40F: 3 clusters Score -1316354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1316355.625000 Penalty: 4435.914062
	Iteration 41Q: 3 clusters Score -1316356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1316357.500000 Penalty: 4435.914062
	Iteration 42Q: 3 clusters Score -1316358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1316361.250000 Penalty: 4435.914062
	Iteration 43Q: 3 clusters Score -1316361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1316361.250000 Penalty: 4435.914062
	Iteration 44F: 3 clusters Score -1316361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Entering Unmasked Estep 
Score: -299144.218750 Penalty: 1875.158081
	Iteration 0F: 2 clusters Score -299144.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -296600.125000 Penalty: 3750.316162
	Iteration 0F: 3 clusters Score -296600.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -297197.656250 Penalty: 3750.316162
	Iteration 1F: 3 clusters Score -297197.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -297374.218750 Penalty: 3750.316162
	Iteration 2F: 3 clusters Score -297374.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -297471.687500 Penalty: 3750.316162
	Iteration 3Q: 3 clusters Score -297471.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -297525.531250 Penalty: 3750.316162
	Iteration 4Q: 3 clusters Score -297525.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -297568.187500 Penalty: 3750.316162
	Iteration 5Q: 3 clusters Score -297568.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -297616.343750 Penalty: 3750.316162
	Iteration 6Q: 3 clusters Score -297616.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -297666.968750 Penalty: 3750.316162
	Iteration 7Q: 3 clusters Score -297667 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -297704.468750 Penalty: 3750.316162
	Iteration 8Q: 3 clusters Score -297704.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -297721.156250 Penalty: 3750.316162
	Iteration 9Q: 3 clusters Score -297721.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -297729.437500 Penalty: 3750.316162
	Iteration 10Q: 3 clusters Score -297729.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -297738.218750 Penalty: 3750.316162
	Iteration 11Q: 3 clusters Score -297738.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -297748.093750 Penalty: 3750.316162
	Iteration 12Q: 3 clusters Score -297748.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -297754.125000 Penalty: 3750.316162
	Iteration 13Q: 3 clusters Score -297754.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -297755.281250 Penalty: 3750.316162
	Iteration 14Q: 3 clusters Score -297755.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -297755.718750 Penalty: 3750.316162
	Iteration 15Q: 3 clusters Score -297755.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -297756.968750 Penalty: 3750.316162
	Iteration 16Q: 3 clusters Score -297757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -297759.937500 Penalty: 3750.316162
	Iteration 17Q: 3 clusters Score -297759.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -297761.468750 Penalty: 3750.316162
	Iteration 18Q: 3 clusters Score -297761.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -297764.750000 Penalty: 3750.316162
	Iteration 19Q: 3 clusters Score -297764.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -297768.906250 Penalty: 3750.316162
	Iteration 20F: 3 clusters Score -297768.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -297771.468750 Penalty: 3750.316162
	Iteration 21Q: 3 clusters Score -297771.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -297771.937500 Penalty: 3750.316162
	Iteration 22Q: 3 clusters Score -297771.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -297772.968750 Penalty: 3750.316162
	Iteration 23Q: 3 clusters Score -297773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -297772.968750 Penalty: 3750.316162
	Iteration 24F: 3 clusters Score -297773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Entering Unmasked Estep 
Score: -5331052.500000 Penalty: 2560.434814
	Iteration 0F: 2 clusters Score -5331052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -5310342.500000 Penalty: 5120.869629
	Iteration 0F: 3 clusters Score -5310342 nChanged 13721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -5317569.500000 Penalty: 5120.869629
	Iteration 1F: 3 clusters Score -5317570 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -5317995.500000 Penalty: 5120.869629
	Iteration 2Q: 3 clusters Score -5317996 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -5318374.500000 Penalty: 5120.869629
	Iteration 3Q: 3 clusters Score -5318374 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -5318740.000000 Penalty: 5120.869629
	Iteration 4Q: 3 clusters Score -5318740 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -5319278.500000 Penalty: 5120.869629
	Iteration 5Q: 3 clusters Score -5319278 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -5320042.500000 Penalty: 5120.869629
	Iteration 6Q: 3 clusters Score -5320042 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -5321217.000000 Penalty: 5120.869629
	Iteration 7F: 3 clusters Score -5321217 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -5322836.000000 Penalty: 5120.869629
	Iteration 8F: 3 clusters Score -5322836 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -5324685.000000 Penalty: 5120.869629
	Iteration 9F: 3 clusters Score -5324685 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -5326498.000000 Penalty: 5120.869629
	Iteration 10F: 3 clusters Score -5326498 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5327739.000000 Penalty: 5120.869629
	Iteration 11Q: 3 clusters Score -5327739 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5328374.000000 Penalty: 5120.869629
	Iteration 12Q: 3 clusters Score -5328374 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5328663.500000 Penalty: 5120.869629
	Iteration 13Q: 3 clusters Score -5328664 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5328806.500000 Penalty: 5120.869629
	Iteration 14Q: 3 clusters Score -5328806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5328887.500000 Penalty: 5120.869629
	Iteration 15Q: 3 clusters Score -5328888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5328926.500000 Penalty: 5120.869629
	Iteration 16Q: 3 clusters Score -5328926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5328943.500000 Penalty: 5120.869629
	Iteration 17Q: 3 clusters Score -5328944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5328956.500000 Penalty: 5120.869629
	Iteration 18Q: 3 clusters Score -5328956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5328972.500000 Penalty: 5120.869629
	Iteration 19Q: 3 clusters Score -5328972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5328983.000000 Penalty: 5120.869629
	Iteration 20F: 3 clusters Score -5328983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5328993.000000 Penalty: 5120.869629
	Iteration 21Q: 3 clusters Score -5328993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5328992.000000 Penalty: 5120.869629
	Iteration 22Q: 3 clusters Score -5328992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5328996.500000 Penalty: 5120.869629
	Iteration 23Q: 3 clusters Score -5328996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5329003.500000 Penalty: 5120.869629
	Iteration 24Q: 3 clusters Score -5329004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5329010.500000 Penalty: 5120.869629
	Iteration 25Q: 3 clusters Score -5329010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5329010.000000 Penalty: 5120.869629
	Iteration 26Q: 3 clusters Score -5329010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5329012.500000 Penalty: 5120.869629
	Iteration 27Q: 3 clusters Score -5329012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5329016.500000 Penalty: 5120.869629
	Iteration 28Q: 3 clusters Score -5329016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5329014.500000 Penalty: 5120.869629
	Iteration 29Q: 3 clusters Score -5329014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5329014.500000 Penalty: 5120.869629
	Iteration 30F: 3 clusters Score -5329014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -18555.207031 Penalty: 1260.188232
	Iteration 0F: 2 clusters Score -18555.21 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 75 members 
Entering Unmasked Estep 
Score: -17648.886719 Penalty: 2520.376465
	Iteration 0F: 3 clusters Score -17648.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17884.111328 Penalty: 2520.376465
	Iteration 1F: 3 clusters Score -17884.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18017.941406 Penalty: 2520.376465
	Iteration 2F: 3 clusters Score -18017.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18071.994141 Penalty: 2520.376465
	Iteration 3Q: 3 clusters Score -18071.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18111.654297 Penalty: 2520.376465
	Iteration 4Q: 3 clusters Score -18111.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18133.779297 Penalty: 2520.376465
	Iteration 5Q: 3 clusters Score -18133.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18133.779297 Penalty: 2520.376465
	Iteration 6F: 3 clusters Score -18133.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Entering Unmasked Estep 
Score: -1916265.500000 Penalty: 2319.750977
	Iteration 0F: 2 clusters Score -1916266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1907586.750000 Penalty: 4639.501953
	Iteration 0F: 3 clusters Score -1907587 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1910370.375000 Penalty: 4639.501953
	Iteration 1F: 3 clusters Score -1910370 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1911000.375000 Penalty: 4639.501953
	Iteration 2F: 3 clusters Score -1911000 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1911686.000000 Penalty: 4639.501953
	Iteration 3F: 3 clusters Score -1911686 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1912410.000000 Penalty: 4639.501953
	Iteration 4F: 3 clusters Score -1912410 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1913011.000000 Penalty: 4639.501953
	Iteration 5F: 3 clusters Score -1913011 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1913555.375000 Penalty: 4639.501953
	Iteration 6F: 3 clusters Score -1913555 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1914133.125000 Penalty: 4639.501953
	Iteration 7Q: 3 clusters Score -1914133 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1914894.375000 Penalty: 4639.501953
	Iteration 8Q: 3 clusters Score -1914894 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1915710.625000 Penalty: 4639.501953
	Iteration 9F: 3 clusters Score -1915711 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1916355.250000 Penalty: 4639.501953
	Iteration 10Q: 3 clusters Score -1916355 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1916789.125000 Penalty: 4639.501953
	Iteration 11Q: 3 clusters Score -1916789 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1917048.625000 Penalty: 4639.501953
	Iteration 12Q: 3 clusters Score -1917049 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1917235.500000 Penalty: 4639.501953
	Iteration 13Q: 3 clusters Score -1917236 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1917352.375000 Penalty: 4639.501953
	Iteration 14Q: 3 clusters Score -1917352 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1917450.250000 Penalty: 4639.501953
	Iteration 15Q: 3 clusters Score -1917450 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1917606.875000 Penalty: 4639.501953
	Iteration 16Q: 3 clusters Score -1917607 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1917763.875000 Penalty: 4639.501953
	Iteration 17Q: 3 clusters Score -1917764 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1917848.125000 Penalty: 4639.501953
	Iteration 18Q: 3 clusters Score -1917848 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1917887.875000 Penalty: 4639.501953
	Iteration 19Q: 3 clusters Score -1917888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1917902.250000 Penalty: 4639.501953
	Iteration 20F: 3 clusters Score -1917902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1917910.500000 Penalty: 4639.501953
	Iteration 21Q: 3 clusters Score -1917910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1917906.625000 Penalty: 4639.501953
	Iteration 22Q: 3 clusters Score -1917907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1917910.625000 Penalty: 4639.501953
	Iteration 23Q: 3 clusters Score -1917911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1917910.750000 Penalty: 4639.501953
	Iteration 24Q: 3 clusters Score -1917911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1917912.250000 Penalty: 4639.501953
	Iteration 25Q: 3 clusters Score -1917912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1917915.750000 Penalty: 4639.501953
	Iteration 26Q: 3 clusters Score -1917916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1917918.500000 Penalty: 4639.501953
	Iteration 27Q: 3 clusters Score -1917918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1917921.500000 Penalty: 4639.501953
	Iteration 28Q: 3 clusters Score -1917922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1917924.875000 Penalty: 4639.501953
	Iteration 29Q: 3 clusters Score -1917925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1917925.750000 Penalty: 4639.501953
	Iteration 30Q: 3 clusters Score -1917926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1917925.250000 Penalty: 4639.501953
	Iteration 31Q: 3 clusters Score -1917925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1917926.375000 Penalty: 4639.501953
	Iteration 32Q: 3 clusters Score -1917926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1917926.375000 Penalty: 4639.501953
	Iteration 33F: 3 clusters Score -1917926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 36292 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60329 members 
Mstep: Class 5 contains 36606 members 
Mstep: Class 6 contains 5548 members 
Mstep: Class 7 contains 7657 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30465 members 
Mstep: Class 10 contains 161 members 
Mstep: Class 11 contains 7362 members 
Mstep: Class 12 contains 34135 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10364 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66162 members 
Mstep: Class 18 contains 4541 members 
Mstep: Class 19 contains 13777 members 
Mstep: Class 20 contains 75174 members 
Mstep: Class 21 contains 30179 members 
Mstep: Class 22 contains 20766 members 
Mstep: Class 23 contains 5311 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 25 contains 4181 members 
Mstep: Class 26 contains 6174 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6271 members 
Mstep: Class 31 contains 11271 members 
Mstep: Class 32 contains 11104 members 
Mstep: Class 33 contains 4472 members 
Mstep: Class 34 contains 56863 members 
Mstep: Class 35 contains 11759 members 
Mstep: Class 36 contains 4284 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52807 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 13495 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 693 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7773 members 
Entering Unmasked Estep 
Score: -115044056.000000 Penalty: 153557.890625
Splitting cluster 11 changes total score from -115043608.000000 to -115044056.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (34135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Entering Unmasked Estep 
Score: -5793289.000000 Penalty: 2588.643555
	Iteration 0F: 2 clusters Score -5793289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -5769947.500000 Penalty: 5177.287109
	Iteration 0F: 3 clusters Score -5769948 nChanged 15522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -5778617.000000 Penalty: 5177.287109
	Iteration 1F: 3 clusters Score -5778617 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -5779240.500000 Penalty: 5177.287109
	Iteration 2Q: 3 clusters Score -5779240 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -5779858.000000 Penalty: 5177.287109
	Iteration 3Q: 3 clusters Score -5779858 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -5780564.000000 Penalty: 5177.287109
	Iteration 4Q: 3 clusters Score -5780564 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -5781545.000000 Penalty: 5177.287109
	Iteration 5F: 3 clusters Score -5781545 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -5782882.500000 Penalty: 5177.287109
	Iteration 6F: 3 clusters Score -5782882 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -5784523.000000 Penalty: 5177.287109
	Iteration 7F: 3 clusters Score -5784523 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -5786064.000000 Penalty: 5177.287109
	Iteration 8F: 3 clusters Score -5786064 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -5787479.500000 Penalty: 5177.287109
	Iteration 9F: 3 clusters Score -5787480 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -5788754.000000 Penalty: 5177.287109
	Iteration 10Q: 3 clusters Score -5788754 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -5789961.000000 Penalty: 5177.287109
	Iteration 11Q: 3 clusters Score -5789961 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -5791039.500000 Penalty: 5177.287109
	Iteration 12Q: 3 clusters Score -5791040 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -5791803.000000 Penalty: 5177.287109
	Iteration 13Q: 3 clusters Score -5791803 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -5792113.500000 Penalty: 5177.287109
	Iteration 14Q: 3 clusters Score -5792114 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -5792273.500000 Penalty: 5177.287109
	Iteration 15Q: 3 clusters Score -5792274 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -5792343.500000 Penalty: 5177.287109
	Iteration 16Q: 3 clusters Score -5792344 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -5792372.500000 Penalty: 5177.287109
	Iteration 17Q: 3 clusters Score -5792372 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -5792421.500000 Penalty: 5177.287109
	Iteration 18Q: 3 clusters Score -5792422 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -5792420.500000 Penalty: 5177.287109
	Iteration 19Q: 3 clusters Score -5792420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -5792407.000000 Penalty: 5177.287109
	Iteration 20F: 3 clusters Score -5792407 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -5792413.500000 Penalty: 5177.287109
	Iteration 21Q: 3 clusters Score -5792414 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -5792412.500000 Penalty: 5177.287109
	Iteration 22Q: 3 clusters Score -5792412 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -5792420.500000 Penalty: 5177.287109
	Iteration 23Q: 3 clusters Score -5792420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -5792435.000000 Penalty: 5177.287109
	Iteration 24Q: 3 clusters Score -5792435 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -5792439.000000 Penalty: 5177.287109
	Iteration 25Q: 3 clusters Score -5792439 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -5792438.500000 Penalty: 5177.287109
	Iteration 26Q: 3 clusters Score -5792438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -5792440.500000 Penalty: 5177.287109
	Iteration 27Q: 3 clusters Score -5792440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -5792449.000000 Penalty: 5177.287109
	Iteration 28Q: 3 clusters Score -5792449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -5792449.000000 Penalty: 5177.287109
	Iteration 29Q: 3 clusters Score -5792449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -5792438.500000 Penalty: 5177.287109
	Iteration 30Q: 3 clusters Score -5792438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -5792442.000000 Penalty: 5177.287109
	Iteration 31Q: 3 clusters Score -5792442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -5792443.000000 Penalty: 5177.287109
	Iteration 32Q: 3 clusters Score -5792443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -5792449.500000 Penalty: 5177.287109
	Iteration 33Q: 3 clusters Score -5792450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -5792453.500000 Penalty: 5177.287109
	Iteration 34Q: 3 clusters Score -5792454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -5792461.000000 Penalty: 5177.287109
	Iteration 35Q: 3 clusters Score -5792461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -5792462.000000 Penalty: 5177.287109
	Iteration 36Q: 3 clusters Score -5792462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -5792466.500000 Penalty: 5177.287109
	Iteration 37Q: 3 clusters Score -5792466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -5792475.500000 Penalty: 5177.287109
	Iteration 38Q: 3 clusters Score -5792476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -5792478.000000 Penalty: 5177.287109
	Iteration 39Q: 3 clusters Score -5792478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -5792479.500000 Penalty: 5177.287109
	Iteration 40F: 3 clusters Score -5792480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -5792466.500000 Penalty: 5177.287109
	Iteration 41Q: 3 clusters Score -5792466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -5792473.500000 Penalty: 5177.287109
	Iteration 42Q: 3 clusters Score -5792474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -5792463.000000 Penalty: 5177.287109
	Iteration 43Q: 3 clusters Score -5792463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -5792481.000000 Penalty: 5177.287109
	Iteration 44Q: 3 clusters Score -5792481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -5792474.500000 Penalty: 5177.287109
	Iteration 45Q: 3 clusters Score -5792474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -5792471.000000 Penalty: 5177.287109
	Iteration 46Q: 3 clusters Score -5792471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -5792477.000000 Penalty: 5177.287109
	Iteration 47Q: 3 clusters Score -5792477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -5792477.000000 Penalty: 5177.287109
	Iteration 48Q: 3 clusters Score -5792477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -5792479.000000 Penalty: 5177.287109
	Iteration 49Q: 3 clusters Score -5792479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -5792479.000000 Penalty: 5177.287109
	Iteration 50Q: 3 clusters Score -5792479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -5792474.500000 Penalty: 5177.287109
	Iteration 51Q: 3 clusters Score -5792474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -5792483.500000 Penalty: 5177.287109
	Iteration 52Q: 3 clusters Score -5792484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -5792479.000000 Penalty: 5177.287109
	Iteration 53Q: 3 clusters Score -5792479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -5792479.000000 Penalty: 5177.287109
	Iteration 54Q: 3 clusters Score -5792479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -5792479.500000 Penalty: 5177.287109
	Iteration 55Q: 3 clusters Score -5792480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -5792476.500000 Penalty: 5177.287109
	Iteration 56Q: 3 clusters Score -5792476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -5792472.500000 Penalty: 5177.287109
	Iteration 57Q: 3 clusters Score -5792472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -5792477.500000 Penalty: 5177.287109
	Iteration 58Q: 3 clusters Score -5792478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -5792482.000000 Penalty: 5177.287109
	Iteration 59Q: 3 clusters Score -5792482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -5792473.000000 Penalty: 5177.287109
	Iteration 60F: 3 clusters Score -5792473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -5792472.000000 Penalty: 5177.287109
	Iteration 61Q: 3 clusters Score -5792472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -5792470.000000 Penalty: 5177.287109
	Iteration 62Q: 3 clusters Score -5792470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -5792471.500000 Penalty: 5177.287109
	Iteration 63Q: 3 clusters Score -5792472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -5792464.000000 Penalty: 5177.287109
	Iteration 64Q: 3 clusters Score -5792464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -5792465.500000 Penalty: 5177.287109
	Iteration 65Q: 3 clusters Score -5792466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -5792466.500000 Penalty: 5177.287109
	Iteration 66Q: 3 clusters Score -5792466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -5792466.500000 Penalty: 5177.287109
	Iteration 67Q: 3 clusters Score -5792466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -5792471.000000 Penalty: 5177.287109
	Iteration 68Q: 3 clusters Score -5792471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -5792471.000000 Penalty: 5177.287109
	Iteration 69F: 3 clusters Score -5792471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Entering Unmasked Estep 
Score: -609346.125000 Penalty: 2032.031860
	Iteration 0F: 2 clusters Score -609346.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -605658.187500 Penalty: 4064.063721
	Iteration 0F: 3 clusters Score -605658.2 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -606525.937500 Penalty: 4064.063721
	Iteration 1F: 3 clusters Score -606525.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -606764.562500 Penalty: 4064.063721
	Iteration 2F: 3 clusters Score -606764.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -607014.875000 Penalty: 4064.063721
	Iteration 3F: 3 clusters Score -607014.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -607316.875000 Penalty: 4064.063721
	Iteration 4F: 3 clusters Score -607316.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -607636.375000 Penalty: 4064.063721
	Iteration 5F: 3 clusters Score -607636.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -607899.437500 Penalty: 4064.063721
	Iteration 6F: 3 clusters Score -607899.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -608086.437500 Penalty: 4064.063721
	Iteration 7Q: 3 clusters Score -608086.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -608199.187500 Penalty: 4064.063721
	Iteration 8Q: 3 clusters Score -608199.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -608263.687500 Penalty: 4064.063721
	Iteration 9Q: 3 clusters Score -608263.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -608311.375000 Penalty: 4064.063721
	Iteration 10Q: 3 clusters Score -608311.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -608337.812500 Penalty: 4064.063721
	Iteration 11Q: 3 clusters Score -608337.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -608353.375000 Penalty: 4064.063721
	Iteration 12Q: 3 clusters Score -608353.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -608365.875000 Penalty: 4064.063721
	Iteration 13Q: 3 clusters Score -608365.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -608369.687500 Penalty: 4064.063721
	Iteration 14Q: 3 clusters Score -608369.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -608373.562500 Penalty: 4064.063721
	Iteration 15Q: 3 clusters Score -608373.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -608376.687500 Penalty: 4064.063721
	Iteration 16Q: 3 clusters Score -608376.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -608379.000000 Penalty: 4064.063721
	Iteration 17Q: 3 clusters Score -608379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -608381.312500 Penalty: 4064.063721
	Iteration 18Q: 3 clusters Score -608381.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -608383.875000 Penalty: 4064.063721
	Iteration 19Q: 3 clusters Score -608383.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -608385.562500 Penalty: 4064.063721
	Iteration 20F: 3 clusters Score -608385.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -608384.750000 Penalty: 4064.063721
	Iteration 21Q: 3 clusters Score -608384.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -608385.312500 Penalty: 4064.063721
	Iteration 22Q: 3 clusters Score -608385.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -608385.312500 Penalty: 4064.063721
	Iteration 23F: 3 clusters Score -608385.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Entering Unmasked Estep 
Score: -1736681.125000 Penalty: 2293.031250
	Iteration 0F: 2 clusters Score -1736681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1728774.000000 Penalty: 4586.062500
	Iteration 0F: 3 clusters Score -1728774 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1731132.125000 Penalty: 4586.062500
	Iteration 1F: 3 clusters Score -1731132 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1731514.875000 Penalty: 4586.062500
	Iteration 2F: 3 clusters Score -1731515 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1731830.875000 Penalty: 4586.062500
	Iteration 3F: 3 clusters Score -1731831 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1732099.250000 Penalty: 4586.062500
	Iteration 4Q: 3 clusters Score -1732099 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1732390.250000 Penalty: 4586.062500
	Iteration 5Q: 3 clusters Score -1732390 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1732711.500000 Penalty: 4586.062500
	Iteration 6Q: 3 clusters Score -1732712 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1733035.875000 Penalty: 4586.062500
	Iteration 7F: 3 clusters Score -1733036 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1733324.500000 Penalty: 4586.062500
	Iteration 8Q: 3 clusters Score -1733324 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1733607.875000 Penalty: 4586.062500
	Iteration 9Q: 3 clusters Score -1733608 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1733844.000000 Penalty: 4586.062500
	Iteration 10Q: 3 clusters Score -1733844 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1734082.250000 Penalty: 4586.062500
	Iteration 11Q: 3 clusters Score -1734082 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1734320.125000 Penalty: 4586.062500
	Iteration 12Q: 3 clusters Score -1734320 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1734512.750000 Penalty: 4586.062500
	Iteration 13Q: 3 clusters Score -1734513 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1734660.000000 Penalty: 4586.062500
	Iteration 14Q: 3 clusters Score -1734660 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1734786.250000 Penalty: 4586.062500
	Iteration 15Q: 3 clusters Score -1734786 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1734886.375000 Penalty: 4586.062500
	Iteration 16Q: 3 clusters Score -1734886 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1734964.375000 Penalty: 4586.062500
	Iteration 17Q: 3 clusters Score -1734964 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1735022.750000 Penalty: 4586.062500
	Iteration 18Q: 3 clusters Score -1735023 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1735070.625000 Penalty: 4586.062500
	Iteration 19Q: 3 clusters Score -1735071 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1735106.500000 Penalty: 4586.062500
	Iteration 20F: 3 clusters Score -1735106 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1735126.375000 Penalty: 4586.062500
	Iteration 21Q: 3 clusters Score -1735126 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1735145.125000 Penalty: 4586.062500
	Iteration 22Q: 3 clusters Score -1735145 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1735158.500000 Penalty: 4586.062500
	Iteration 23Q: 3 clusters Score -1735158 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1735176.625000 Penalty: 4586.062500
	Iteration 24Q: 3 clusters Score -1735177 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1735194.375000 Penalty: 4586.062500
	Iteration 25Q: 3 clusters Score -1735194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1735206.500000 Penalty: 4586.062500
	Iteration 26Q: 3 clusters Score -1735206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1735222.250000 Penalty: 4586.062500
	Iteration 27Q: 3 clusters Score -1735222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1735240.000000 Penalty: 4586.062500
	Iteration 28Q: 3 clusters Score -1735240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1735253.000000 Penalty: 4586.062500
	Iteration 29Q: 3 clusters Score -1735253 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1735260.750000 Penalty: 4586.062500
	Iteration 30Q: 3 clusters Score -1735261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1735264.000000 Penalty: 4586.062500
	Iteration 31Q: 3 clusters Score -1735264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1735270.125000 Penalty: 4586.062500
	Iteration 32Q: 3 clusters Score -1735270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1735282.875000 Penalty: 4586.062500
	Iteration 33Q: 3 clusters Score -1735283 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1735290.375000 Penalty: 4586.062500
	Iteration 34Q: 3 clusters Score -1735290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1735302.375000 Penalty: 4586.062500
	Iteration 35Q: 3 clusters Score -1735302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1735310.500000 Penalty: 4586.062500
	Iteration 36Q: 3 clusters Score -1735310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1735320.875000 Penalty: 4586.062500
	Iteration 37Q: 3 clusters Score -1735321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1735332.875000 Penalty: 4586.062500
	Iteration 38Q: 3 clusters Score -1735333 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1735349.375000 Penalty: 4586.062500
	Iteration 39Q: 3 clusters Score -1735349 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1735358.875000 Penalty: 4586.062500
	Iteration 40F: 3 clusters Score -1735359 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1735380.000000 Penalty: 4586.062500
	Iteration 41Q: 3 clusters Score -1735380 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1735398.000000 Penalty: 4586.062500
	Iteration 42Q: 3 clusters Score -1735398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1735408.500000 Penalty: 4586.062500
	Iteration 43Q: 3 clusters Score -1735408 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1735426.000000 Penalty: 4586.062500
	Iteration 44Q: 3 clusters Score -1735426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1735438.500000 Penalty: 4586.062500
	Iteration 45Q: 3 clusters Score -1735438 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1735448.125000 Penalty: 4586.062500
	Iteration 46Q: 3 clusters Score -1735448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1735458.000000 Penalty: 4586.062500
	Iteration 47Q: 3 clusters Score -1735458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1735472.125000 Penalty: 4586.062500
	Iteration 48Q: 3 clusters Score -1735472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1735479.000000 Penalty: 4586.062500
	Iteration 49Q: 3 clusters Score -1735479 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1735488.750000 Penalty: 4586.062500
	Iteration 50Q: 3 clusters Score -1735489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1735504.625000 Penalty: 4586.062500
	Iteration 51Q: 3 clusters Score -1735505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1735504.750000 Penalty: 4586.062500
	Iteration 52Q: 3 clusters Score -1735505 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1735516.125000 Penalty: 4586.062500
	Iteration 53Q: 3 clusters Score -1735516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1735523.250000 Penalty: 4586.062500
	Iteration 54Q: 3 clusters Score -1735523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1735528.250000 Penalty: 4586.062500
	Iteration 55Q: 3 clusters Score -1735528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1735527.750000 Penalty: 4586.062500
	Iteration 56Q: 3 clusters Score -1735528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1735531.000000 Penalty: 4586.062500
	Iteration 57Q: 3 clusters Score -1735531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1735535.625000 Penalty: 4586.062500
	Iteration 58Q: 3 clusters Score -1735536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1735538.250000 Penalty: 4586.062500
	Iteration 59Q: 3 clusters Score -1735538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1735536.750000 Penalty: 4586.062500
	Iteration 60F: 3 clusters Score -1735537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1735541.000000 Penalty: 4586.062500
	Iteration 61Q: 3 clusters Score -1735541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1735542.750000 Penalty: 4586.062500
	Iteration 62Q: 3 clusters Score -1735543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1735546.375000 Penalty: 4586.062500
	Iteration 63Q: 3 clusters Score -1735546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1735547.750000 Penalty: 4586.062500
	Iteration 64Q: 3 clusters Score -1735548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1735551.000000 Penalty: 4586.062500
	Iteration 65Q: 3 clusters Score -1735551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1735553.250000 Penalty: 4586.062500
	Iteration 66Q: 3 clusters Score -1735553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1735555.875000 Penalty: 4586.062500
	Iteration 67Q: 3 clusters Score -1735556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1735557.875000 Penalty: 4586.062500
	Iteration 68Q: 3 clusters Score -1735558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1735560.375000 Penalty: 4586.062500
	Iteration 69Q: 3 clusters Score -1735560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1735562.500000 Penalty: 4586.062500
	Iteration 70Q: 3 clusters Score -1735562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1735562.375000 Penalty: 4586.062500
	Iteration 71Q: 3 clusters Score -1735562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1735561.375000 Penalty: 4586.062500
	Iteration 72Q: 3 clusters Score -1735561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1735561.625000 Penalty: 4586.062500
	Iteration 73Q: 3 clusters Score -1735562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1735562.625000 Penalty: 4586.062500
	Iteration 74Q: 3 clusters Score -1735563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1735560.250000 Penalty: 4586.062500
	Iteration 75Q: 3 clusters Score -1735560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1735561.875000 Penalty: 4586.062500
	Iteration 76Q: 3 clusters Score -1735562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1735562.500000 Penalty: 4586.062500
	Iteration 77Q: 3 clusters Score -1735562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1735563.500000 Penalty: 4586.062500
	Iteration 78Q: 3 clusters Score -1735564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1735564.500000 Penalty: 4586.062500
	Iteration 79Q: 3 clusters Score -1735564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1735566.000000 Penalty: 4586.062500
	Iteration 80F: 3 clusters Score -1735566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1735566.375000 Penalty: 4586.062500
	Iteration 81Q: 3 clusters Score -1735566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1735565.250000 Penalty: 4586.062500
	Iteration 82Q: 3 clusters Score -1735565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1735565.125000 Penalty: 4586.062500
	Iteration 83Q: 3 clusters Score -1735565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1735566.625000 Penalty: 4586.062500
	Iteration 84Q: 3 clusters Score -1735567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1735562.250000 Penalty: 4586.062500
	Iteration 85Q: 3 clusters Score -1735562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1735562.250000 Penalty: 4586.062500
	Iteration 86F: 3 clusters Score -1735562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Entering Unmasked Estep 
Score: -654909.687500 Penalty: 2055.244629
	Iteration 0F: 2 clusters Score -654909.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -651018.062500 Penalty: 4110.489258
	Iteration 0F: 3 clusters Score -651018.1 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -652117.437500 Penalty: 4110.489258
	Iteration 1F: 3 clusters Score -652117.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -652605.812500 Penalty: 4110.489258
	Iteration 2F: 3 clusters Score -652605.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -652919.625000 Penalty: 4110.489258
	Iteration 3F: 3 clusters Score -652919.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -653122.625000 Penalty: 4110.489258
	Iteration 4F: 3 clusters Score -653122.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -653354.187500 Penalty: 4110.489258
	Iteration 5F: 3 clusters Score -653354.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -653663.750000 Penalty: 4110.489258
	Iteration 6F: 3 clusters Score -653663.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -654108.875000 Penalty: 4110.489258
	Iteration 7F: 3 clusters Score -654108.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -654550.000000 Penalty: 4110.489258
	Iteration 8F: 3 clusters Score -654550 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -654951.312500 Penalty: 4110.489258
	Iteration 9Q: 3 clusters Score -654951.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -655269.750000 Penalty: 4110.489258
	Iteration 10Q: 3 clusters Score -655269.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -655491.437500 Penalty: 4110.489258
	Iteration 11Q: 3 clusters Score -655491.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -655642.250000 Penalty: 4110.489258
	Iteration 12Q: 3 clusters Score -655642.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -655790.812500 Penalty: 4110.489258
	Iteration 13Q: 3 clusters Score -655790.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -655836.500000 Penalty: 4110.489258
	Iteration 14Q: 3 clusters Score -655836.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -655849.750000 Penalty: 4110.489258
	Iteration 15Q: 3 clusters Score -655849.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -655855.000000 Penalty: 4110.489258
	Iteration 16Q: 3 clusters Score -655855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -655855.875000 Penalty: 4110.489258
	Iteration 17Q: 3 clusters Score -655855.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -655856.125000 Penalty: 4110.489258
	Iteration 18Q: 3 clusters Score -655856.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -655856.125000 Penalty: 4110.489258
	Iteration 19F: 3 clusters Score -655856.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 36292 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60329 members 
Mstep: Class 5 contains 36606 members 
Mstep: Class 6 contains 5548 members 
Mstep: Class 7 contains 7657 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30465 members 
Mstep: Class 10 contains 161 members 
Mstep: Class 11 contains 7362 members 
Mstep: Class 12 contains 34135 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10364 members 
Mstep: Class 15 contains 1133 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66162 members 
Mstep: Class 18 contains 4541 members 
Mstep: Class 19 contains 13777 members 
Mstep: Class 20 contains 75174 members 
Mstep: Class 21 contains 30179 members 
Mstep: Class 22 contains 20766 members 
Mstep: Class 23 contains 5311 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 25 contains 4181 members 
Mstep: Class 26 contains 6174 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6271 members 
Mstep: Class 31 contains 11271 members 
Mstep: Class 32 contains 11104 members 
Mstep: Class 33 contains 4472 members 
Mstep: Class 34 contains 56863 members 
Mstep: Class 35 contains 11759 members 
Mstep: Class 36 contains 4284 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52807 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 13495 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 693 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7773 members 
Mstep: Class 47 contains 2840 members 
Entering Unmasked Estep 
Score: -115043480.000000 Penalty: 156896.109375
Splitting cluster 15 changes total score from -115043608.000000 to -115043480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -175205.093750 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -175205.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -173256.781250 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -173256.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -173778.906250 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -173778.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -174032.375000 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -174032.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -174176.296875 Penalty: 3478.009277
	Iteration 3F: 3 clusters Score -174176.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -174294.218750 Penalty: 3478.009277
	Iteration 4Q: 3 clusters Score -174294.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -174434.125000 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -174434.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -174619.203125 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -174619.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -174891.468750 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -174891.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -175006.453125 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -175006.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -175070.312500 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -175070.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -175151.125000 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -175151.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -175248.406250 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -175248.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -175329.937500 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -175329.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -175360.765625 Penalty: 3478.009277
	Iteration 13Q: 3 clusters Score -175360.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -175375.875000 Penalty: 3478.009277
	Iteration 14Q: 3 clusters Score -175375.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -175381.828125 Penalty: 3478.009277
	Iteration 15Q: 3 clusters Score -175381.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -175388.687500 Penalty: 3478.009277
	Iteration 16Q: 3 clusters Score -175388.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -175389.968750 Penalty: 3478.009277
	Iteration 17Q: 3 clusters Score -175390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -175391.062500 Penalty: 3478.009277
	Iteration 18Q: 3 clusters Score -175391.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -175391.062500 Penalty: 3478.009277
	Iteration 19F: 3 clusters Score -175391.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 36292 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60329 members 
Mstep: Class 5 contains 36606 members 
Mstep: Class 6 contains 5548 members 
Mstep: Class 7 contains 7657 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30465 members 
Mstep: Class 10 contains 161 members 
Mstep: Class 11 contains 7362 members 
Mstep: Class 12 contains 34135 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10364 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 585 members 
Mstep: Class 17 contains 66162 members 
Mstep: Class 18 contains 4541 members 
Mstep: Class 19 contains 13777 members 
Mstep: Class 20 contains 75174 members 
Mstep: Class 21 contains 30179 members 
Mstep: Class 22 contains 20766 members 
Mstep: Class 23 contains 5311 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 25 contains 4181 members 
Mstep: Class 26 contains 6174 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6271 members 
Mstep: Class 31 contains 11271 members 
Mstep: Class 32 contains 11104 members 
Mstep: Class 33 contains 4472 members 
Mstep: Class 34 contains 56863 members 
Mstep: Class 35 contains 11759 members 
Mstep: Class 36 contains 4284 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52807 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 13495 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 693 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7773 members 
Mstep: Class 47 contains 525 members 
Entering Unmasked Estep 
Score: -115042584.000000 Penalty: 156896.109375
Splitting cluster 16 changes total score from -115043608.000000 to -115042584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (66162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66162 members 
Entering Unmasked Estep 
Score: -10896283.000000 Penalty: 2752.765625
	Iteration 0F: 2 clusters Score -1.089628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -10853442.000000 Penalty: 5505.531250
	Iteration 0F: 3 clusters Score -1.085344e+07 nChanged 30890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -10871346.000000 Penalty: 5505.531250
	Iteration 1F: 3 clusters Score -1.087135e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -10872531.000000 Penalty: 5505.531250
	Iteration 2Q: 3 clusters Score -1.087253e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -10874115.000000 Penalty: 5505.531250
	Iteration 3F: 3 clusters Score -1.087412e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -10876072.000000 Penalty: 5505.531250
	Iteration 4F: 3 clusters Score -1.087607e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -10878379.000000 Penalty: 5505.531250
	Iteration 5F: 3 clusters Score -1.087838e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -10880651.000000 Penalty: 5505.531250
	Iteration 6F: 3 clusters Score -1.088065e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -10882867.000000 Penalty: 5505.531250
	Iteration 7F: 3 clusters Score -1.088287e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -10884660.000000 Penalty: 5505.531250
	Iteration 8F: 3 clusters Score -1.088466e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -10885919.000000 Penalty: 5505.531250
	Iteration 9Q: 3 clusters Score -1.088592e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -10886753.000000 Penalty: 5505.531250
	Iteration 10Q: 3 clusters Score -1.088675e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -10887201.000000 Penalty: 5505.531250
	Iteration 11Q: 3 clusters Score -1.08872e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -10887499.000000 Penalty: 5505.531250
	Iteration 12Q: 3 clusters Score -1.08875e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -10887682.000000 Penalty: 5505.531250
	Iteration 13Q: 3 clusters Score -1.088768e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -10887891.000000 Penalty: 5505.531250
	Iteration 14Q: 3 clusters Score -1.088789e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -10888136.000000 Penalty: 5505.531250
	Iteration 15Q: 3 clusters Score -1.088814e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -10888330.000000 Penalty: 5505.531250
	Iteration 16Q: 3 clusters Score -1.088833e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -10888529.000000 Penalty: 5505.531250
	Iteration 17Q: 3 clusters Score -1.088853e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -10888723.000000 Penalty: 5505.531250
	Iteration 18Q: 3 clusters Score -1.088872e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -10888966.000000 Penalty: 5505.531250
	Iteration 19Q: 3 clusters Score -1.088897e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -10889218.000000 Penalty: 5505.531250
	Iteration 20F: 3 clusters Score -1.088922e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -10889398.000000 Penalty: 5505.531250
	Iteration 21Q: 3 clusters Score -1.08894e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -10889575.000000 Penalty: 5505.531250
	Iteration 22Q: 3 clusters Score -1.088958e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -10889830.000000 Penalty: 5505.531250
	Iteration 23Q: 3 clusters Score -1.088983e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -10890020.000000 Penalty: 5505.531250
	Iteration 24Q: 3 clusters Score -1.089002e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -10890164.000000 Penalty: 5505.531250
	Iteration 25Q: 3 clusters Score -1.089016e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -10890437.000000 Penalty: 5505.531250
	Iteration 26Q: 3 clusters Score -1.089044e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -10890631.000000 Penalty: 5505.531250
	Iteration 27Q: 3 clusters Score -1.089063e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -10890796.000000 Penalty: 5505.531250
	Iteration 28Q: 3 clusters Score -1.08908e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -10890952.000000 Penalty: 5505.531250
	Iteration 29Q: 3 clusters Score -1.089095e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -10891218.000000 Penalty: 5505.531250
	Iteration 30Q: 3 clusters Score -1.089122e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -10891472.000000 Penalty: 5505.531250
	Iteration 31Q: 3 clusters Score -1.089147e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -10891701.000000 Penalty: 5505.531250
	Iteration 32Q: 3 clusters Score -1.08917e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -10891906.000000 Penalty: 5505.531250
	Iteration 33Q: 3 clusters Score -1.089191e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56548 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -10892106.000000 Penalty: 5505.531250
	Iteration 34Q: 3 clusters Score -1.089211e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -10892276.000000 Penalty: 5505.531250
	Iteration 35Q: 3 clusters Score -1.089228e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -10892446.000000 Penalty: 5505.531250
	Iteration 36Q: 3 clusters Score -1.089245e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -10892611.000000 Penalty: 5505.531250
	Iteration 37Q: 3 clusters Score -1.089261e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59122 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -10892817.000000 Penalty: 5505.531250
	Iteration 38Q: 3 clusters Score -1.089282e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -10892953.000000 Penalty: 5505.531250
	Iteration 39Q: 3 clusters Score -1.089295e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -10893118.000000 Penalty: 5505.531250
	Iteration 40F: 3 clusters Score -1.089312e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60581 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -10893299.000000 Penalty: 5505.531250
	Iteration 41Q: 3 clusters Score -1.08933e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61002 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -10893450.000000 Penalty: 5505.531250
	Iteration 42Q: 3 clusters Score -1.089345e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61412 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -10893646.000000 Penalty: 5505.531250
	Iteration 43Q: 3 clusters Score -1.089365e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -10893845.000000 Penalty: 5505.531250
	Iteration 44Q: 3 clusters Score -1.089384e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -10893988.000000 Penalty: 5505.531250
	Iteration 45Q: 3 clusters Score -1.089399e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62456 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -10894111.000000 Penalty: 5505.531250
	Iteration 46Q: 3 clusters Score -1.089411e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62691 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -10894168.000000 Penalty: 5505.531250
	Iteration 47Q: 3 clusters Score -1.089417e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -10894230.000000 Penalty: 5505.531250
	Iteration 48Q: 3 clusters Score -1.089423e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -10894253.000000 Penalty: 5505.531250
	Iteration 49Q: 3 clusters Score -1.089425e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63201 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -10894289.000000 Penalty: 5505.531250
	Iteration 50Q: 3 clusters Score -1.089429e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63312 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -10894294.000000 Penalty: 5505.531250
	Iteration 51Q: 3 clusters Score -1.089429e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -10894294.000000 Penalty: 5505.531250
	Iteration 52Q: 3 clusters Score -1.089429e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -10894337.000000 Penalty: 5505.531250
	Iteration 53Q: 3 clusters Score -1.089434e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -10894365.000000 Penalty: 5505.531250
	Iteration 54Q: 3 clusters Score -1.089436e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -10894339.000000 Penalty: 5505.531250
	Iteration 55Q: 3 clusters Score -1.089434e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63679 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -10894353.000000 Penalty: 5505.531250
	Iteration 56Q: 3 clusters Score -1.089435e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63727 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -10894388.000000 Penalty: 5505.531250
	Iteration 57Q: 3 clusters Score -1.089439e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -10894367.000000 Penalty: 5505.531250
	Iteration 58Q: 3 clusters Score -1.089437e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -10894383.000000 Penalty: 5505.531250
	Iteration 59Q: 3 clusters Score -1.089438e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63837 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -10894389.000000 Penalty: 5505.531250
	Iteration 60F: 3 clusters Score -1.089439e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -10894398.000000 Penalty: 5505.531250
	Iteration 61Q: 3 clusters Score -1.08944e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -10894406.000000 Penalty: 5505.531250
	Iteration 62Q: 3 clusters Score -1.089441e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63939 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -10894366.000000 Penalty: 5505.531250
	Iteration 63Q: 3 clusters Score -1.089437e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63962 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -10894382.000000 Penalty: 5505.531250
	Iteration 64Q: 3 clusters Score -1.089438e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -10894392.000000 Penalty: 5505.531250
	Iteration 65Q: 3 clusters Score -1.089439e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -10894409.000000 Penalty: 5505.531250
	Iteration 66Q: 3 clusters Score -1.089441e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64021 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -10894408.000000 Penalty: 5505.531250
	Iteration 67Q: 3 clusters Score -1.089441e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64035 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -10894424.000000 Penalty: 5505.531250
	Iteration 68Q: 3 clusters Score -1.089442e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -10894408.000000 Penalty: 5505.531250
	Iteration 69Q: 3 clusters Score -1.089441e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -10894432.000000 Penalty: 5505.531250
	Iteration 70Q: 3 clusters Score -1.089443e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -10894420.000000 Penalty: 5505.531250
	Iteration 71Q: 3 clusters Score -1.089442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64118 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -10894441.000000 Penalty: 5505.531250
	Iteration 72Q: 3 clusters Score -1.089444e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64135 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -10894451.000000 Penalty: 5505.531250
	Iteration 73Q: 3 clusters Score -1.089445e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64148 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -10894470.000000 Penalty: 5505.531250
	Iteration 74Q: 3 clusters Score -1.089447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -10894484.000000 Penalty: 5505.531250
	Iteration 75Q: 3 clusters Score -1.089448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -10894489.000000 Penalty: 5505.531250
	Iteration 76Q: 3 clusters Score -1.089449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -10894487.000000 Penalty: 5505.531250
	Iteration 77Q: 3 clusters Score -1.089449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64178 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -10894464.000000 Penalty: 5505.531250
	Iteration 78Q: 3 clusters Score -1.089446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64182 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -10894462.000000 Penalty: 5505.531250
	Iteration 79Q: 3 clusters Score -1.089446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64186 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -10894459.000000 Penalty: 5505.531250
	Iteration 80F: 3 clusters Score -1.089446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64188 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -10894455.000000 Penalty: 5505.531250
	Iteration 81Q: 3 clusters Score -1.089446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64190 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -10894457.000000 Penalty: 5505.531250
	Iteration 82Q: 3 clusters Score -1.089446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64191 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -10894454.000000 Penalty: 5505.531250
	Iteration 83Q: 3 clusters Score -1.089445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64192 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -10894459.000000 Penalty: 5505.531250
	Iteration 84Q: 3 clusters Score -1.089446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64194 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -10894476.000000 Penalty: 5505.531250
	Iteration 85Q: 3 clusters Score -1.089448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64196 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -10894454.000000 Penalty: 5505.531250
	Iteration 86Q: 3 clusters Score -1.089445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64201 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -10894464.000000 Penalty: 5505.531250
	Iteration 87Q: 3 clusters Score -1.089446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64205 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -10894463.000000 Penalty: 5505.531250
	Iteration 88Q: 3 clusters Score -1.089446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64209 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -10894470.000000 Penalty: 5505.531250
	Iteration 89Q: 3 clusters Score -1.089447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64212 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -10894473.000000 Penalty: 5505.531250
	Iteration 90Q: 3 clusters Score -1.089447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64215 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -10894480.000000 Penalty: 5505.531250
	Iteration 91Q: 3 clusters Score -1.089448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64219 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -10894476.000000 Penalty: 5505.531250
	Iteration 92Q: 3 clusters Score -1.089448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64222 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -10894463.000000 Penalty: 5505.531250
	Iteration 93Q: 3 clusters Score -1.089446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64224 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -10894462.000000 Penalty: 5505.531250
	Iteration 94Q: 3 clusters Score -1.089446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64226 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -10894472.000000 Penalty: 5505.531250
	Iteration 95Q: 3 clusters Score -1.089447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64229 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -10894471.000000 Penalty: 5505.531250
	Iteration 96Q: 3 clusters Score -1.089447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64233 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -10894464.000000 Penalty: 5505.531250
	Iteration 97Q: 3 clusters Score -1.089446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -10894456.000000 Penalty: 5505.531250
	Iteration 98Q: 3 clusters Score -1.089446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64245 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -10894460.000000 Penalty: 5505.531250
	Iteration 99Q: 3 clusters Score -1.089446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64245 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -10894454.000000 Penalty: 5505.531250
	Iteration 100F: 3 clusters Score -1.089445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -10894465.000000 Penalty: 5505.531250
	Iteration 101Q: 3 clusters Score -1.089446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -10894465.000000 Penalty: 5505.531250
	Iteration 102F: 3 clusters Score -1.089446e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Entering Unmasked Estep 
Score: -695362.437500 Penalty: 2088.383789
	Iteration 0F: 2 clusters Score -695362.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -691145.625000 Penalty: 4176.767578
	Iteration 0F: 3 clusters Score -691145.6 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -692357.500000 Penalty: 4176.767578
	Iteration 1F: 3 clusters Score -692357.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -692720.250000 Penalty: 4176.767578
	Iteration 2F: 3 clusters Score -692720.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -692950.312500 Penalty: 4176.767578
	Iteration 3F: 3 clusters Score -692950.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -693145.500000 Penalty: 4176.767578
	Iteration 4F: 3 clusters Score -693145.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -693289.750000 Penalty: 4176.767578
	Iteration 5Q: 3 clusters Score -693289.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -693402.687500 Penalty: 4176.767578
	Iteration 6Q: 3 clusters Score -693402.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -693483.250000 Penalty: 4176.767578
	Iteration 7Q: 3 clusters Score -693483.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -693550.812500 Penalty: 4176.767578
	Iteration 8Q: 3 clusters Score -693550.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -693600.750000 Penalty: 4176.767578
	Iteration 9Q: 3 clusters Score -693600.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -693634.187500 Penalty: 4176.767578
	Iteration 10Q: 3 clusters Score -693634.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -693649.312500 Penalty: 4176.767578
	Iteration 11Q: 3 clusters Score -693649.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -693661.125000 Penalty: 4176.767578
	Iteration 12Q: 3 clusters Score -693661.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -693671.000000 Penalty: 4176.767578
	Iteration 13Q: 3 clusters Score -693671 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -693677.687500 Penalty: 4176.767578
	Iteration 14Q: 3 clusters Score -693677.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -693682.687500 Penalty: 4176.767578
	Iteration 15Q: 3 clusters Score -693682.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -693690.437500 Penalty: 4176.767578
	Iteration 16Q: 3 clusters Score -693690.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -693698.125000 Penalty: 4176.767578
	Iteration 17Q: 3 clusters Score -693698.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -693703.187500 Penalty: 4176.767578
	Iteration 18Q: 3 clusters Score -693703.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -693707.500000 Penalty: 4176.767578
	Iteration 19Q: 3 clusters Score -693707.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -693710.562500 Penalty: 4176.767578
	Iteration 20F: 3 clusters Score -693710.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -693711.750000 Penalty: 4176.767578
	Iteration 21Q: 3 clusters Score -693711.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -693711.625000 Penalty: 4176.767578
	Iteration 22Q: 3 clusters Score -693711.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -693714.062500 Penalty: 4176.767578
	Iteration 23Q: 3 clusters Score -693714.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -693715.437500 Penalty: 4176.767578
	Iteration 24Q: 3 clusters Score -693715.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -693716.750000 Penalty: 4176.767578
	Iteration 25Q: 3 clusters Score -693716.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -693718.500000 Penalty: 4176.767578
	Iteration 26Q: 3 clusters Score -693718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -693717.875000 Penalty: 4176.767578
	Iteration 27Q: 3 clusters Score -693717.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -693717.875000 Penalty: 4176.767578
	Iteration 28F: 3 clusters Score -693717.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Entering Unmasked Estep 
Score: -2326265.000000 Penalty: 2363.627441
	Iteration 0F: 2 clusters Score -2326265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2316221.500000 Penalty: 4727.254883
	Iteration 0F: 3 clusters Score -2316222 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2319384.750000 Penalty: 4727.254883
	Iteration 1F: 3 clusters Score -2319385 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2319730.250000 Penalty: 4727.254883
	Iteration 2F: 3 clusters Score -2319730 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2319994.000000 Penalty: 4727.254883
	Iteration 3Q: 3 clusters Score -2319994 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2320240.500000 Penalty: 4727.254883
	Iteration 4Q: 3 clusters Score -2320240 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2320501.750000 Penalty: 4727.254883
	Iteration 5Q: 3 clusters Score -2320502 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2320756.000000 Penalty: 4727.254883
	Iteration 6Q: 3 clusters Score -2320756 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2321036.500000 Penalty: 4727.254883
	Iteration 7Q: 3 clusters Score -2321036 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2321298.750000 Penalty: 4727.254883
	Iteration 8Q: 3 clusters Score -2321299 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2321555.250000 Penalty: 4727.254883
	Iteration 9Q: 3 clusters Score -2321555 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2321816.750000 Penalty: 4727.254883
	Iteration 10Q: 3 clusters Score -2321817 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2322059.750000 Penalty: 4727.254883
	Iteration 11Q: 3 clusters Score -2322060 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2322256.000000 Penalty: 4727.254883
	Iteration 12Q: 3 clusters Score -2322256 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2322431.000000 Penalty: 4727.254883
	Iteration 13Q: 3 clusters Score -2322431 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2322539.500000 Penalty: 4727.254883
	Iteration 14Q: 3 clusters Score -2322540 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2322623.000000 Penalty: 4727.254883
	Iteration 15Q: 3 clusters Score -2322623 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2322696.750000 Penalty: 4727.254883
	Iteration 16Q: 3 clusters Score -2322697 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2322750.250000 Penalty: 4727.254883
	Iteration 17Q: 3 clusters Score -2322750 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2322798.250000 Penalty: 4727.254883
	Iteration 18Q: 3 clusters Score -2322798 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2322842.750000 Penalty: 4727.254883
	Iteration 19Q: 3 clusters Score -2322843 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2322872.500000 Penalty: 4727.254883
	Iteration 20F: 3 clusters Score -2322872 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2322910.750000 Penalty: 4727.254883
	Iteration 21Q: 3 clusters Score -2322911 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2322947.750000 Penalty: 4727.254883
	Iteration 22Q: 3 clusters Score -2322948 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2322980.750000 Penalty: 4727.254883
	Iteration 23Q: 3 clusters Score -2322981 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2323012.500000 Penalty: 4727.254883
	Iteration 24Q: 3 clusters Score -2323012 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2323048.750000 Penalty: 4727.254883
	Iteration 25Q: 3 clusters Score -2323049 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2323090.500000 Penalty: 4727.254883
	Iteration 26Q: 3 clusters Score -2323090 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2323128.000000 Penalty: 4727.254883
	Iteration 27Q: 3 clusters Score -2323128 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2323159.000000 Penalty: 4727.254883
	Iteration 28Q: 3 clusters Score -2323159 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2323200.750000 Penalty: 4727.254883
	Iteration 29Q: 3 clusters Score -2323201 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2323243.000000 Penalty: 4727.254883
	Iteration 30Q: 3 clusters Score -2323243 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2323291.750000 Penalty: 4727.254883
	Iteration 31Q: 3 clusters Score -2323292 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2323352.000000 Penalty: 4727.254883
	Iteration 32Q: 3 clusters Score -2323352 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2323399.500000 Penalty: 4727.254883
	Iteration 33Q: 3 clusters Score -2323400 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2323448.000000 Penalty: 4727.254883
	Iteration 34Q: 3 clusters Score -2323448 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2323496.000000 Penalty: 4727.254883
	Iteration 35Q: 3 clusters Score -2323496 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2323552.500000 Penalty: 4727.254883
	Iteration 36Q: 3 clusters Score -2323552 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2323628.500000 Penalty: 4727.254883
	Iteration 37Q: 3 clusters Score -2323628 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2323727.000000 Penalty: 4727.254883
	Iteration 38Q: 3 clusters Score -2323727 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2323816.500000 Penalty: 4727.254883
	Iteration 39Q: 3 clusters Score -2323816 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2323882.250000 Penalty: 4727.254883
	Iteration 40F: 3 clusters Score -2323882 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2323945.500000 Penalty: 4727.254883
	Iteration 41Q: 3 clusters Score -2323946 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2323992.750000 Penalty: 4727.254883
	Iteration 42Q: 3 clusters Score -2323993 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2324028.500000 Penalty: 4727.254883
	Iteration 43Q: 3 clusters Score -2324028 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2324062.000000 Penalty: 4727.254883
	Iteration 44Q: 3 clusters Score -2324062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2324089.000000 Penalty: 4727.254883
	Iteration 45Q: 3 clusters Score -2324089 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2324112.500000 Penalty: 4727.254883
	Iteration 46Q: 3 clusters Score -2324112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2324129.000000 Penalty: 4727.254883
	Iteration 47Q: 3 clusters Score -2324129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2324136.250000 Penalty: 4727.254883
	Iteration 48Q: 3 clusters Score -2324136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2324150.750000 Penalty: 4727.254883
	Iteration 49Q: 3 clusters Score -2324151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2324162.000000 Penalty: 4727.254883
	Iteration 50Q: 3 clusters Score -2324162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2324164.000000 Penalty: 4727.254883
	Iteration 51Q: 3 clusters Score -2324164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2324171.250000 Penalty: 4727.254883
	Iteration 52Q: 3 clusters Score -2324171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2324175.750000 Penalty: 4727.254883
	Iteration 53Q: 3 clusters Score -2324176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2324183.500000 Penalty: 4727.254883
	Iteration 54Q: 3 clusters Score -2324184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2324182.000000 Penalty: 4727.254883
	Iteration 55Q: 3 clusters Score -2324182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2324186.000000 Penalty: 4727.254883
	Iteration 56Q: 3 clusters Score -2324186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2324186.750000 Penalty: 4727.254883
	Iteration 57Q: 3 clusters Score -2324187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2324187.500000 Penalty: 4727.254883
	Iteration 58Q: 3 clusters Score -2324188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2324191.250000 Penalty: 4727.254883
	Iteration 59Q: 3 clusters Score -2324191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2324192.750000 Penalty: 4727.254883
	Iteration 60F: 3 clusters Score -2324193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2324197.250000 Penalty: 4727.254883
	Iteration 61Q: 3 clusters Score -2324197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2324197.250000 Penalty: 4727.254883
	Iteration 62Q: 3 clusters Score -2324197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2324195.750000 Penalty: 4727.254883
	Iteration 63Q: 3 clusters Score -2324196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2324196.250000 Penalty: 4727.254883
	Iteration 64Q: 3 clusters Score -2324196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2324196.250000 Penalty: 4727.254883
	Iteration 65F: 3 clusters Score -2324196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (75174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75174 members 
Entering Unmasked Estep 
Score: -12721847.000000 Penalty: 2784.435059
	Iteration 0F: 2 clusters Score -1.272185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -12674940.000000 Penalty: 5568.870117
	Iteration 0F: 3 clusters Score -1.267494e+07 nChanged 35201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -12694977.000000 Penalty: 5568.870117
	Iteration 1F: 3 clusters Score -1.269498e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -12696005.000000 Penalty: 5568.870117
	Iteration 2Q: 3 clusters Score -1.2696e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -12697202.000000 Penalty: 5568.870117
	Iteration 3Q: 3 clusters Score -1.26972e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -12698814.000000 Penalty: 5568.870117
	Iteration 4Q: 3 clusters Score -1.269881e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -12700453.000000 Penalty: 5568.870117
	Iteration 5F: 3 clusters Score -1.270045e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -12702291.000000 Penalty: 5568.870117
	Iteration 6F: 3 clusters Score -1.270229e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -12704257.000000 Penalty: 5568.870117
	Iteration 7F: 3 clusters Score -1.270426e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -12705927.000000 Penalty: 5568.870117
	Iteration 8F: 3 clusters Score -1.270593e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -12707233.000000 Penalty: 5568.870117
	Iteration 9Q: 3 clusters Score -1.270723e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -12708192.000000 Penalty: 5568.870117
	Iteration 10Q: 3 clusters Score -1.270819e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -12709240.000000 Penalty: 5568.870117
	Iteration 11Q: 3 clusters Score -1.270924e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -12710060.000000 Penalty: 5568.870117
	Iteration 12Q: 3 clusters Score -1.271006e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -12710986.000000 Penalty: 5568.870117
	Iteration 13Q: 3 clusters Score -1.271099e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -12711896.000000 Penalty: 5568.870117
	Iteration 14Q: 3 clusters Score -1.27119e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -12712767.000000 Penalty: 5568.870117
	Iteration 15Q: 3 clusters Score -1.271277e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -12713551.000000 Penalty: 5568.870117
	Iteration 16Q: 3 clusters Score -1.271355e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -12714210.000000 Penalty: 5568.870117
	Iteration 17Q: 3 clusters Score -1.271421e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 56097 members 
Entering Unmasked Estep 
Score: -12714643.000000 Penalty: 5568.870117
	Iteration 18Q: 3 clusters Score -1.271464e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 57405 members 
Entering Unmasked Estep 
Score: -12715000.000000 Penalty: 5568.870117
	Iteration 19Q: 3 clusters Score -1.2715e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 58626 members 
Entering Unmasked Estep 
Score: -12715287.000000 Penalty: 5568.870117
	Iteration 20F: 3 clusters Score -1.271529e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -12715488.000000 Penalty: 5568.870117
	Iteration 21Q: 3 clusters Score -1.271549e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -12715806.000000 Penalty: 5568.870117
	Iteration 22Q: 3 clusters Score -1.271581e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 61822 members 
Entering Unmasked Estep 
Score: -12716015.000000 Penalty: 5568.870117
	Iteration 23Q: 3 clusters Score -1.271602e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -12716199.000000 Penalty: 5568.870117
	Iteration 24Q: 3 clusters Score -1.27162e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -12716384.000000 Penalty: 5568.870117
	Iteration 25Q: 3 clusters Score -1.271638e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 64166 members 
Entering Unmasked Estep 
Score: -12716609.000000 Penalty: 5568.870117
	Iteration 26Q: 3 clusters Score -1.271661e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 64918 members 
Entering Unmasked Estep 
Score: -12716837.000000 Penalty: 5568.870117
	Iteration 27Q: 3 clusters Score -1.271684e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 65654 members 
Entering Unmasked Estep 
Score: -12717022.000000 Penalty: 5568.870117
	Iteration 28Q: 3 clusters Score -1.271702e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 66309 members 
Entering Unmasked Estep 
Score: -12717216.000000 Penalty: 5568.870117
	Iteration 29Q: 3 clusters Score -1.271722e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
Score: -12717521.000000 Penalty: 5568.870117
	Iteration 30Q: 3 clusters Score -1.271752e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 67535 members 
Entering Unmasked Estep 
Score: -12717767.000000 Penalty: 5568.870117
	Iteration 31Q: 3 clusters Score -1.271777e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 68101 members 
Entering Unmasked Estep 
Score: -12718029.000000 Penalty: 5568.870117
	Iteration 32Q: 3 clusters Score -1.271803e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 68640 members 
Entering Unmasked Estep 
Score: -12718210.000000 Penalty: 5568.870117
	Iteration 33Q: 3 clusters Score -1.271821e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 69138 members 
Entering Unmasked Estep 
Score: -12718364.000000 Penalty: 5568.870117
	Iteration 34Q: 3 clusters Score -1.271836e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 69582 members 
Entering Unmasked Estep 
Score: -12718606.000000 Penalty: 5568.870117
	Iteration 35Q: 3 clusters Score -1.271861e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 70002 members 
Entering Unmasked Estep 
Score: -12718771.000000 Penalty: 5568.870117
	Iteration 36Q: 3 clusters Score -1.271877e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 70391 members 
Entering Unmasked Estep 
Score: -12718928.000000 Penalty: 5568.870117
	Iteration 37Q: 3 clusters Score -1.271893e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 70760 members 
Entering Unmasked Estep 
Score: -12719093.000000 Penalty: 5568.870117
	Iteration 38Q: 3 clusters Score -1.271909e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 71102 members 
Entering Unmasked Estep 
Score: -12719263.000000 Penalty: 5568.870117
	Iteration 39Q: 3 clusters Score -1.271926e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 71384 members 
Entering Unmasked Estep 
Score: -12719460.000000 Penalty: 5568.870117
	Iteration 40F: 3 clusters Score -1.271946e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 71613 members 
Entering Unmasked Estep 
Score: -12719551.000000 Penalty: 5568.870117
	Iteration 41Q: 3 clusters Score -1.271955e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 71818 members 
Entering Unmasked Estep 
Score: -12719687.000000 Penalty: 5568.870117
	Iteration 42Q: 3 clusters Score -1.271969e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -12719802.000000 Penalty: 5568.870117
	Iteration 43Q: 3 clusters Score -1.27198e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 72146 members 
Entering Unmasked Estep 
Score: -12719871.000000 Penalty: 5568.870117
	Iteration 44Q: 3 clusters Score -1.271987e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 72276 members 
Entering Unmasked Estep 
Score: -12719945.000000 Penalty: 5568.870117
	Iteration 45Q: 3 clusters Score -1.271994e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 72385 members 
Entering Unmasked Estep 
Score: -12720000.000000 Penalty: 5568.870117
	Iteration 46Q: 3 clusters Score -1.272e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 72479 members 
Entering Unmasked Estep 
Score: -12720030.000000 Penalty: 5568.870117
	Iteration 47Q: 3 clusters Score -1.272003e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 72566 members 
Entering Unmasked Estep 
Score: -12720063.000000 Penalty: 5568.870117
	Iteration 48Q: 3 clusters Score -1.272006e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -12720076.000000 Penalty: 5568.870117
	Iteration 49Q: 3 clusters Score -1.272008e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 72683 members 
Entering Unmasked Estep 
Score: -12720065.000000 Penalty: 5568.870117
	Iteration 50Q: 3 clusters Score -1.272006e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 72721 members 
Entering Unmasked Estep 
Score: -12720069.000000 Penalty: 5568.870117
	Iteration 51Q: 3 clusters Score -1.272007e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 72747 members 
Entering Unmasked Estep 
Score: -12720074.000000 Penalty: 5568.870117
	Iteration 52Q: 3 clusters Score -1.272007e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 72777 members 
Entering Unmasked Estep 
Score: -12720071.000000 Penalty: 5568.870117
	Iteration 53Q: 3 clusters Score -1.272007e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 72799 members 
Entering Unmasked Estep 
Score: -12720071.000000 Penalty: 5568.870117
	Iteration 54Q: 3 clusters Score -1.272007e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 72811 members 
Entering Unmasked Estep 
Score: -12720079.000000 Penalty: 5568.870117
	Iteration 55Q: 3 clusters Score -1.272008e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 72827 members 
Entering Unmasked Estep 
Score: -12720076.000000 Penalty: 5568.870117
	Iteration 56Q: 3 clusters Score -1.272008e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 72841 members 
Entering Unmasked Estep 
Score: -12720093.000000 Penalty: 5568.870117
	Iteration 57Q: 3 clusters Score -1.272009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 72856 members 
Entering Unmasked Estep 
Score: -12720093.000000 Penalty: 5568.870117
	Iteration 58Q: 3 clusters Score -1.272009e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 72876 members 
Entering Unmasked Estep 
Score: -12720123.000000 Penalty: 5568.870117
	Iteration 59Q: 3 clusters Score -1.272012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 72886 members 
Entering Unmasked Estep 
Score: -12720110.000000 Penalty: 5568.870117
	Iteration 60F: 3 clusters Score -1.272011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 72894 members 
Entering Unmasked Estep 
Score: -12720124.000000 Penalty: 5568.870117
	Iteration 61Q: 3 clusters Score -1.272012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 72901 members 
Entering Unmasked Estep 
Score: -12720124.000000 Penalty: 5568.870117
	Iteration 62Q: 3 clusters Score -1.272012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 72910 members 
Entering Unmasked Estep 
Score: -12720109.000000 Penalty: 5568.870117
	Iteration 63Q: 3 clusters Score -1.272011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 72917 members 
Entering Unmasked Estep 
Score: -12720128.000000 Penalty: 5568.870117
	Iteration 64Q: 3 clusters Score -1.272013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 72924 members 
Entering Unmasked Estep 
Score: -12720110.000000 Penalty: 5568.870117
	Iteration 65Q: 3 clusters Score -1.272011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 72927 members 
Entering Unmasked Estep 
Score: -12720106.000000 Penalty: 5568.870117
	Iteration 66Q: 3 clusters Score -1.272011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 72934 members 
Entering Unmasked Estep 
Score: -12720126.000000 Penalty: 5568.870117
	Iteration 67Q: 3 clusters Score -1.272013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 72940 members 
Entering Unmasked Estep 
Score: -12720125.000000 Penalty: 5568.870117
	Iteration 68Q: 3 clusters Score -1.272012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 72946 members 
Entering Unmasked Estep 
Score: -12720128.000000 Penalty: 5568.870117
	Iteration 69Q: 3 clusters Score -1.272013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -12720132.000000 Penalty: 5568.870117
	Iteration 70Q: 3 clusters Score -1.272013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 72952 members 
Entering Unmasked Estep 
Score: -12720118.000000 Penalty: 5568.870117
	Iteration 71Q: 3 clusters Score -1.272012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 72954 members 
Entering Unmasked Estep 
Score: -12720115.000000 Penalty: 5568.870117
	Iteration 72Q: 3 clusters Score -1.272012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 72954 members 
Entering Unmasked Estep 
Score: -12720115.000000 Penalty: 5568.870117
	Iteration 73F: 3 clusters Score -1.272012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Entering Unmasked Estep 
Score: -5092704.500000 Penalty: 2558.095459
	Iteration 0F: 2 clusters Score -5092704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -5072060.500000 Penalty: 5116.190918
	Iteration 0F: 3 clusters Score -5072060 nChanged 13596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -5079674.000000 Penalty: 5116.190918
	Iteration 1F: 3 clusters Score -5079674 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -5080457.000000 Penalty: 5116.190918
	Iteration 2F: 3 clusters Score -5080457 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -5081334.000000 Penalty: 5116.190918
	Iteration 3F: 3 clusters Score -5081334 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -5082499.500000 Penalty: 5116.190918
	Iteration 4F: 3 clusters Score -5082500 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -5083988.500000 Penalty: 5116.190918
	Iteration 5F: 3 clusters Score -5083988 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -5085680.500000 Penalty: 5116.190918
	Iteration 6F: 3 clusters Score -5085680 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -5087537.000000 Penalty: 5116.190918
	Iteration 7F: 3 clusters Score -5087537 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -5089409.000000 Penalty: 5116.190918
	Iteration 8F: 3 clusters Score -5089409 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -5090842.000000 Penalty: 5116.190918
	Iteration 9F: 3 clusters Score -5090842 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -5091627.000000 Penalty: 5116.190918
	Iteration 10Q: 3 clusters Score -5091627 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -5092052.000000 Penalty: 5116.190918
	Iteration 11Q: 3 clusters Score -5092052 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -5092323.000000 Penalty: 5116.190918
	Iteration 12Q: 3 clusters Score -5092323 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -5092534.500000 Penalty: 5116.190918
	Iteration 13Q: 3 clusters Score -5092534 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -5092714.500000 Penalty: 5116.190918
	Iteration 14Q: 3 clusters Score -5092714 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -5092827.500000 Penalty: 5116.190918
	Iteration 15Q: 3 clusters Score -5092828 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -5092956.000000 Penalty: 5116.190918
	Iteration 16Q: 3 clusters Score -5092956 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -5093064.500000 Penalty: 5116.190918
	Iteration 17Q: 3 clusters Score -5093064 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -5093144.500000 Penalty: 5116.190918
	Iteration 18Q: 3 clusters Score -5093144 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -5093252.500000 Penalty: 5116.190918
	Iteration 19Q: 3 clusters Score -5093252 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -5093303.500000 Penalty: 5116.190918
	Iteration 20F: 3 clusters Score -5093304 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -5093339.000000 Penalty: 5116.190918
	Iteration 21Q: 3 clusters Score -5093339 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -5093383.000000 Penalty: 5116.190918
	Iteration 22Q: 3 clusters Score -5093383 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -5093431.000000 Penalty: 5116.190918
	Iteration 23Q: 3 clusters Score -5093431 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -5093448.000000 Penalty: 5116.190918
	Iteration 24Q: 3 clusters Score -5093448 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -5093475.000000 Penalty: 5116.190918
	Iteration 25Q: 3 clusters Score -5093475 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -5093486.500000 Penalty: 5116.190918
	Iteration 26Q: 3 clusters Score -5093486 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -5093498.000000 Penalty: 5116.190918
	Iteration 27Q: 3 clusters Score -5093498 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -5093511.500000 Penalty: 5116.190918
	Iteration 28Q: 3 clusters Score -5093512 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -5093531.000000 Penalty: 5116.190918
	Iteration 29Q: 3 clusters Score -5093531 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -5093543.500000 Penalty: 5116.190918
	Iteration 30Q: 3 clusters Score -5093544 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -5093526.000000 Penalty: 5116.190918
	Iteration 31Q: 3 clusters Score -5093526 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -5093563.500000 Penalty: 5116.190918
	Iteration 32Q: 3 clusters Score -5093564 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -5093567.500000 Penalty: 5116.190918
	Iteration 33Q: 3 clusters Score -5093568 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -5093567.000000 Penalty: 5116.190918
	Iteration 34Q: 3 clusters Score -5093567 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -5093583.000000 Penalty: 5116.190918
	Iteration 35Q: 3 clusters Score -5093583 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -5093587.000000 Penalty: 5116.190918
	Iteration 36Q: 3 clusters Score -5093587 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -5093592.500000 Penalty: 5116.190918
	Iteration 37Q: 3 clusters Score -5093592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -5093597.500000 Penalty: 5116.190918
	Iteration 38Q: 3 clusters Score -5093598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -5093595.000000 Penalty: 5116.190918
	Iteration 39Q: 3 clusters Score -5093595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -5093593.500000 Penalty: 5116.190918
	Iteration 40F: 3 clusters Score -5093594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -5093593.000000 Penalty: 5116.190918
	Iteration 41Q: 3 clusters Score -5093593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -5093595.500000 Penalty: 5116.190918
	Iteration 42Q: 3 clusters Score -5093596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -5093607.000000 Penalty: 5116.190918
	Iteration 43Q: 3 clusters Score -5093607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -5093605.500000 Penalty: 5116.190918
	Iteration 44Q: 3 clusters Score -5093606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -5093601.000000 Penalty: 5116.190918
	Iteration 45Q: 3 clusters Score -5093601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -5093596.000000 Penalty: 5116.190918
	Iteration 46Q: 3 clusters Score -5093596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -5093601.500000 Penalty: 5116.190918
	Iteration 47Q: 3 clusters Score -5093602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -5093601.500000 Penalty: 5116.190918
	Iteration 48Q: 3 clusters Score -5093602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -5093608.000000 Penalty: 5116.190918
	Iteration 49Q: 3 clusters Score -5093608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -5093603.000000 Penalty: 5116.190918
	Iteration 50Q: 3 clusters Score -5093603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -5093608.000000 Penalty: 5116.190918
	Iteration 51Q: 3 clusters Score -5093608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -5093602.000000 Penalty: 5116.190918
	Iteration 52Q: 3 clusters Score -5093602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -5093607.500000 Penalty: 5116.190918
	Iteration 53Q: 3 clusters Score -5093608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -5093607.000000 Penalty: 5116.190918
	Iteration 54Q: 3 clusters Score -5093607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -5093611.000000 Penalty: 5116.190918
	Iteration 55Q: 3 clusters Score -5093611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -5093613.000000 Penalty: 5116.190918
	Iteration 56Q: 3 clusters Score -5093613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -5093612.000000 Penalty: 5116.190918
	Iteration 57Q: 3 clusters Score -5093612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -5093615.500000 Penalty: 5116.190918
	Iteration 58Q: 3 clusters Score -5093616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -5093615.500000 Penalty: 5116.190918
	Iteration 59F: 3 clusters Score -5093616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 36292 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60329 members 
Mstep: Class 5 contains 36606 members 
Mstep: Class 6 contains 5548 members 
Mstep: Class 7 contains 7657 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30465 members 
Mstep: Class 10 contains 161 members 
Mstep: Class 11 contains 7362 members 
Mstep: Class 12 contains 34135 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10364 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66162 members 
Mstep: Class 18 contains 4541 members 
Mstep: Class 19 contains 13777 members 
Mstep: Class 20 contains 75174 members 
Mstep: Class 21 contains 12321 members 
Mstep: Class 22 contains 20766 members 
Mstep: Class 23 contains 5311 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 25 contains 4181 members 
Mstep: Class 26 contains 6174 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6271 members 
Mstep: Class 31 contains 11271 members 
Mstep: Class 32 contains 11104 members 
Mstep: Class 33 contains 4472 members 
Mstep: Class 34 contains 56863 members 
Mstep: Class 35 contains 11759 members 
Mstep: Class 36 contains 4284 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52807 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 13495 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 693 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7773 members 
Mstep: Class 47 contains 17858 members 
Entering Unmasked Estep 
Score: -115043840.000000 Penalty: 156896.109375
Splitting cluster 21 changes total score from -115043608.000000 to -115043840.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 22 (20766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Entering Unmasked Estep 
Score: -3304913.000000 Penalty: 2465.385986
	Iteration 0F: 2 clusters Score -3304913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -3290321.000000 Penalty: 4930.771973
	Iteration 0F: 3 clusters Score -3290321 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -3295641.500000 Penalty: 4930.771973
	Iteration 1F: 3 clusters Score -3295642 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -3296401.500000 Penalty: 4930.771973
	Iteration 2F: 3 clusters Score -3296402 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -3297203.250000 Penalty: 4930.771973
	Iteration 3F: 3 clusters Score -3297203 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -3298024.500000 Penalty: 4930.771973
	Iteration 4F: 3 clusters Score -3298024 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -3298840.250000 Penalty: 4930.771973
	Iteration 5F: 3 clusters Score -3298840 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -3299562.500000 Penalty: 4930.771973
	Iteration 6F: 3 clusters Score -3299562 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -3300210.000000 Penalty: 4930.771973
	Iteration 7F: 3 clusters Score -3300210 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -3300780.000000 Penalty: 4930.771973
	Iteration 8Q: 3 clusters Score -3300780 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3301184.750000 Penalty: 4930.771973
	Iteration 9Q: 3 clusters Score -3301185 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -3301456.500000 Penalty: 4930.771973
	Iteration 10Q: 3 clusters Score -3301456 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -3301663.250000 Penalty: 4930.771973
	Iteration 11Q: 3 clusters Score -3301663 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -3301812.750000 Penalty: 4930.771973
	Iteration 12Q: 3 clusters Score -3301813 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3301927.250000 Penalty: 4930.771973
	Iteration 13Q: 3 clusters Score -3301927 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3302039.500000 Penalty: 4930.771973
	Iteration 14Q: 3 clusters Score -3302040 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -3302137.500000 Penalty: 4930.771973
	Iteration 15Q: 3 clusters Score -3302138 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -3302216.750000 Penalty: 4930.771973
	Iteration 16Q: 3 clusters Score -3302217 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -3302271.500000 Penalty: 4930.771973
	Iteration 17Q: 3 clusters Score -3302272 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -3302316.250000 Penalty: 4930.771973
	Iteration 18Q: 3 clusters Score -3302316 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -3302361.750000 Penalty: 4930.771973
	Iteration 19Q: 3 clusters Score -3302362 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -3302409.500000 Penalty: 4930.771973
	Iteration 20F: 3 clusters Score -3302410 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -3302469.000000 Penalty: 4930.771973
	Iteration 21Q: 3 clusters Score -3302469 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -3302518.000000 Penalty: 4930.771973
	Iteration 22Q: 3 clusters Score -3302518 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -3302570.000000 Penalty: 4930.771973
	Iteration 23Q: 3 clusters Score -3302570 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -3302637.000000 Penalty: 4930.771973
	Iteration 24Q: 3 clusters Score -3302637 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -3302673.000000 Penalty: 4930.771973
	Iteration 25Q: 3 clusters Score -3302673 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -3302729.500000 Penalty: 4930.771973
	Iteration 26Q: 3 clusters Score -3302730 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -3302754.000000 Penalty: 4930.771973
	Iteration 27Q: 3 clusters Score -3302754 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3302808.000000 Penalty: 4930.771973
	Iteration 28Q: 3 clusters Score -3302808 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3302878.250000 Penalty: 4930.771973
	Iteration 29Q: 3 clusters Score -3302878 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -3302950.750000 Penalty: 4930.771973
	Iteration 30Q: 3 clusters Score -3302951 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -3303025.750000 Penalty: 4930.771973
	Iteration 31Q: 3 clusters Score -3303026 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -3303083.500000 Penalty: 4930.771973
	Iteration 32Q: 3 clusters Score -3303084 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -3303139.750000 Penalty: 4930.771973
	Iteration 33Q: 3 clusters Score -3303140 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -3303194.250000 Penalty: 4930.771973
	Iteration 34Q: 3 clusters Score -3303194 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3303242.000000 Penalty: 4930.771973
	Iteration 35Q: 3 clusters Score -3303242 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -3303281.500000 Penalty: 4930.771973
	Iteration 36Q: 3 clusters Score -3303282 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -3303310.000000 Penalty: 4930.771973
	Iteration 37Q: 3 clusters Score -3303310 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -3303326.000000 Penalty: 4930.771973
	Iteration 38Q: 3 clusters Score -3303326 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3303333.500000 Penalty: 4930.771973
	Iteration 39Q: 3 clusters Score -3303334 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3303357.000000 Penalty: 4930.771973
	Iteration 40F: 3 clusters Score -3303357 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -3303379.000000 Penalty: 4930.771973
	Iteration 41Q: 3 clusters Score -3303379 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3303399.750000 Penalty: 4930.771973
	Iteration 42Q: 3 clusters Score -3303400 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -3303407.750000 Penalty: 4930.771973
	Iteration 43Q: 3 clusters Score -3303408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3303422.250000 Penalty: 4930.771973
	Iteration 44Q: 3 clusters Score -3303422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3303432.250000 Penalty: 4930.771973
	Iteration 45Q: 3 clusters Score -3303432 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3303439.250000 Penalty: 4930.771973
	Iteration 46Q: 3 clusters Score -3303439 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3303463.000000 Penalty: 4930.771973
	Iteration 47Q: 3 clusters Score -3303463 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -3303464.750000 Penalty: 4930.771973
	Iteration 48Q: 3 clusters Score -3303465 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3303475.000000 Penalty: 4930.771973
	Iteration 49Q: 3 clusters Score -3303475 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -3303494.250000 Penalty: 4930.771973
	Iteration 50Q: 3 clusters Score -3303494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3303515.750000 Penalty: 4930.771973
	Iteration 51Q: 3 clusters Score -3303516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -3303521.250000 Penalty: 4930.771973
	Iteration 52Q: 3 clusters Score -3303521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3303544.250000 Penalty: 4930.771973
	Iteration 53Q: 3 clusters Score -3303544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3303550.750000 Penalty: 4930.771973
	Iteration 54Q: 3 clusters Score -3303551 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3303559.750000 Penalty: 4930.771973
	Iteration 55Q: 3 clusters Score -3303560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -3303571.750000 Penalty: 4930.771973
	Iteration 56Q: 3 clusters Score -3303572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3303578.500000 Penalty: 4930.771973
	Iteration 57Q: 3 clusters Score -3303578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -3303580.500000 Penalty: 4930.771973
	Iteration 58Q: 3 clusters Score -3303580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3303586.750000 Penalty: 4930.771973
	Iteration 59Q: 3 clusters Score -3303587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -3303592.250000 Penalty: 4930.771973
	Iteration 60F: 3 clusters Score -3303592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3303590.250000 Penalty: 4930.771973
	Iteration 61Q: 3 clusters Score -3303590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -3303585.750000 Penalty: 4930.771973
	Iteration 62Q: 3 clusters Score -3303586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3303597.000000 Penalty: 4930.771973
	Iteration 63Q: 3 clusters Score -3303597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3303592.250000 Penalty: 4930.771973
	Iteration 64Q: 3 clusters Score -3303592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -3303588.000000 Penalty: 4930.771973
	Iteration 65Q: 3 clusters Score -3303588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3303597.750000 Penalty: 4930.771973
	Iteration 66Q: 3 clusters Score -3303598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3303615.000000 Penalty: 4930.771973
	Iteration 67Q: 3 clusters Score -3303615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3303613.500000 Penalty: 4930.771973
	Iteration 68Q: 3 clusters Score -3303614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3303627.000000 Penalty: 4930.771973
	Iteration 69Q: 3 clusters Score -3303627 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3303629.250000 Penalty: 4930.771973
	Iteration 70Q: 3 clusters Score -3303629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3303641.500000 Penalty: 4930.771973
	Iteration 71Q: 3 clusters Score -3303642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3303641.500000 Penalty: 4930.771973
	Iteration 72Q: 3 clusters Score -3303642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -3303638.250000 Penalty: 4930.771973
	Iteration 73Q: 3 clusters Score -3303638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3303648.750000 Penalty: 4930.771973
	Iteration 74Q: 3 clusters Score -3303649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3303648.250000 Penalty: 4930.771973
	Iteration 75Q: 3 clusters Score -3303648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3303646.000000 Penalty: 4930.771973
	Iteration 76Q: 3 clusters Score -3303646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3303641.250000 Penalty: 4930.771973
	Iteration 77Q: 3 clusters Score -3303641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3303639.500000 Penalty: 4930.771973
	Iteration 78Q: 3 clusters Score -3303640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3303642.250000 Penalty: 4930.771973
	Iteration 79Q: 3 clusters Score -3303642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3303642.750000 Penalty: 4930.771973
	Iteration 80F: 3 clusters Score -3303643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Entering Unmasked Estep 
Score: -898449.375000 Penalty: 2127.228760
	Iteration 0F: 2 clusters Score -898449.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -893702.625000 Penalty: 4254.457520
	Iteration 0F: 3 clusters Score -893702.6 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -894937.375000 Penalty: 4254.457520
	Iteration 1F: 3 clusters Score -894937.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -895228.625000 Penalty: 4254.457520
	Iteration 2F: 3 clusters Score -895228.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -895440.250000 Penalty: 4254.457520
	Iteration 3F: 3 clusters Score -895440.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -895606.625000 Penalty: 4254.457520
	Iteration 4Q: 3 clusters Score -895606.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -895761.500000 Penalty: 4254.457520
	Iteration 5Q: 3 clusters Score -895761.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -895931.062500 Penalty: 4254.457520
	Iteration 6Q: 3 clusters Score -895931.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -896153.875000 Penalty: 4254.457520
	Iteration 7Q: 3 clusters Score -896153.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -896418.312500 Penalty: 4254.457520
	Iteration 8Q: 3 clusters Score -896418.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -896746.375000 Penalty: 4254.457520
	Iteration 9Q: 3 clusters Score -896746.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -896999.375000 Penalty: 4254.457520
	Iteration 10Q: 3 clusters Score -896999.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -897196.312500 Penalty: 4254.457520
	Iteration 11Q: 3 clusters Score -897196.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -897326.437500 Penalty: 4254.457520
	Iteration 12Q: 3 clusters Score -897326.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -897405.125000 Penalty: 4254.457520
	Iteration 13Q: 3 clusters Score -897405.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -897463.000000 Penalty: 4254.457520
	Iteration 14Q: 3 clusters Score -897463 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -897511.687500 Penalty: 4254.457520
	Iteration 15Q: 3 clusters Score -897511.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -897549.812500 Penalty: 4254.457520
	Iteration 16Q: 3 clusters Score -897549.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -897590.687500 Penalty: 4254.457520
	Iteration 17Q: 3 clusters Score -897590.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -897635.375000 Penalty: 4254.457520
	Iteration 18Q: 3 clusters Score -897635.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -897670.937500 Penalty: 4254.457520
	Iteration 19Q: 3 clusters Score -897670.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -897708.687500 Penalty: 4254.457520
	Iteration 20F: 3 clusters Score -897708.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -897748.687500 Penalty: 4254.457520
	Iteration 21Q: 3 clusters Score -897748.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -897788.687500 Penalty: 4254.457520
	Iteration 22Q: 3 clusters Score -897788.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -897819.125000 Penalty: 4254.457520
	Iteration 23Q: 3 clusters Score -897819.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -897840.062500 Penalty: 4254.457520
	Iteration 24Q: 3 clusters Score -897840.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -897863.312500 Penalty: 4254.457520
	Iteration 25Q: 3 clusters Score -897863.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -897885.125000 Penalty: 4254.457520
	Iteration 26Q: 3 clusters Score -897885.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -897912.187500 Penalty: 4254.457520
	Iteration 27Q: 3 clusters Score -897912.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -897948.437500 Penalty: 4254.457520
	Iteration 28Q: 3 clusters Score -897948.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -898008.062500 Penalty: 4254.457520
	Iteration 29Q: 3 clusters Score -898008.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -898069.312500 Penalty: 4254.457520
	Iteration 30Q: 3 clusters Score -898069.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -898177.625000 Penalty: 4254.457520
	Iteration 31Q: 3 clusters Score -898177.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -898304.437500 Penalty: 4254.457520
	Iteration 32Q: 3 clusters Score -898304.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -898464.875000 Penalty: 4254.457520
	Iteration 33Q: 3 clusters Score -898464.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -898677.562500 Penalty: 4254.457520
	Iteration 34Q: 3 clusters Score -898677.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -898818.750000 Penalty: 4254.457520
	Iteration 35Q: 3 clusters Score -898818.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -898919.250000 Penalty: 4254.457520
	Iteration 36Q: 3 clusters Score -898919.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -898974.000000 Penalty: 4254.457520
	Iteration 37Q: 3 clusters Score -898974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -899004.437500 Penalty: 4254.457520
	Iteration 38Q: 3 clusters Score -899004.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -899015.125000 Penalty: 4254.457520
	Iteration 39Q: 3 clusters Score -899015.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -899019.937500 Penalty: 4254.457520
	Iteration 40F: 3 clusters Score -899019.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -899024.125000 Penalty: 4254.457520
	Iteration 41Q: 3 clusters Score -899024.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -899025.187500 Penalty: 4254.457520
	Iteration 42Q: 3 clusters Score -899025.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -899025.187500 Penalty: 4254.457520
	Iteration 43F: 3 clusters Score -899025.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 36292 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60329 members 
Mstep: Class 5 contains 36606 members 
Mstep: Class 6 contains 5548 members 
Mstep: Class 7 contains 7657 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30465 members 
Mstep: Class 10 contains 161 members 
Mstep: Class 11 contains 7362 members 
Mstep: Class 12 contains 34135 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10364 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66162 members 
Mstep: Class 18 contains 4541 members 
Mstep: Class 19 contains 13777 members 
Mstep: Class 20 contains 75174 members 
Mstep: Class 21 contains 12321 members 
Mstep: Class 22 contains 20766 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 25 contains 4181 members 
Mstep: Class 26 contains 6174 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6271 members 
Mstep: Class 31 contains 11271 members 
Mstep: Class 32 contains 11104 members 
Mstep: Class 33 contains 4472 members 
Mstep: Class 34 contains 56863 members 
Mstep: Class 35 contains 11759 members 
Mstep: Class 36 contains 4284 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52807 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 13495 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 693 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7773 members 
Mstep: Class 47 contains 17858 members 
Mstep: Class 48 contains 1244 members 
Entering Unmasked Estep 
Score: -115043160.000000 Penalty: 160234.328125
Splitting cluster 23 changes total score from -115043608.000000 to -115043160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (4563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Entering Unmasked Estep 
Score: -764495.250000 Penalty: 2089.582520
	Iteration 0F: 2 clusters Score -764495.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -760235.125000 Penalty: 4179.165039
	Iteration 0F: 3 clusters Score -760235.1 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -761271.125000 Penalty: 4179.165039
	Iteration 1F: 3 clusters Score -761271.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -761527.500000 Penalty: 4179.165039
	Iteration 2F: 3 clusters Score -761527.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -761697.437500 Penalty: 4179.165039
	Iteration 3F: 3 clusters Score -761697.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -761844.312500 Penalty: 4179.165039
	Iteration 4Q: 3 clusters Score -761844.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -761967.250000 Penalty: 4179.165039
	Iteration 5Q: 3 clusters Score -761967.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -762068.750000 Penalty: 4179.165039
	Iteration 6Q: 3 clusters Score -762068.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -762149.750000 Penalty: 4179.165039
	Iteration 7Q: 3 clusters Score -762149.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -762230.500000 Penalty: 4179.165039
	Iteration 8Q: 3 clusters Score -762230.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -762295.375000 Penalty: 4179.165039
	Iteration 9Q: 3 clusters Score -762295.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -762341.812500 Penalty: 4179.165039
	Iteration 10Q: 3 clusters Score -762341.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -762375.375000 Penalty: 4179.165039
	Iteration 11Q: 3 clusters Score -762375.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -762421.687500 Penalty: 4179.165039
	Iteration 12Q: 3 clusters Score -762421.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -762469.562500 Penalty: 4179.165039
	Iteration 13Q: 3 clusters Score -762469.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -762513.125000 Penalty: 4179.165039
	Iteration 14Q: 3 clusters Score -762513.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -762566.750000 Penalty: 4179.165039
	Iteration 15Q: 3 clusters Score -762566.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -762645.937500 Penalty: 4179.165039
	Iteration 16Q: 3 clusters Score -762645.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -762752.000000 Penalty: 4179.165039
	Iteration 17Q: 3 clusters Score -762752 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -762889.062500 Penalty: 4179.165039
	Iteration 18Q: 3 clusters Score -762889.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -763024.500000 Penalty: 4179.165039
	Iteration 19Q: 3 clusters Score -763024.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -763166.875000 Penalty: 4179.165039
	Iteration 20F: 3 clusters Score -763166.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -763298.062500 Penalty: 4179.165039
	Iteration 21Q: 3 clusters Score -763298.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -763418.062500 Penalty: 4179.165039
	Iteration 22Q: 3 clusters Score -763418.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -763536.750000 Penalty: 4179.165039
	Iteration 23Q: 3 clusters Score -763536.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -763653.500000 Penalty: 4179.165039
	Iteration 24Q: 3 clusters Score -763653.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -763718.750000 Penalty: 4179.165039
	Iteration 25Q: 3 clusters Score -763718.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -763745.375000 Penalty: 4179.165039
	Iteration 26Q: 3 clusters Score -763745.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -763753.312500 Penalty: 4179.165039
	Iteration 27Q: 3 clusters Score -763753.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -763756.312500 Penalty: 4179.165039
	Iteration 28Q: 3 clusters Score -763756.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -763758.375000 Penalty: 4179.165039
	Iteration 29Q: 3 clusters Score -763758.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -763759.437500 Penalty: 4179.165039
	Iteration 30Q: 3 clusters Score -763759.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -763759.312500 Penalty: 4179.165039
	Iteration 31Q: 3 clusters Score -763759.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -763759.625000 Penalty: 4179.165039
	Iteration 32Q: 3 clusters Score -763759.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -763759.687500 Penalty: 4179.165039
	Iteration 33Q: 3 clusters Score -763759.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -763761.312500 Penalty: 4179.165039
	Iteration 34Q: 3 clusters Score -763761.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -763761.312500 Penalty: 4179.165039
	Iteration 35F: 3 clusters Score -763761.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Entering Unmasked Estep 
Score: -1028645.562500 Penalty: 2164.569336
	Iteration 0F: 2 clusters Score -1028646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1023370.687500 Penalty: 4329.138672
	Iteration 0F: 3 clusters Score -1023371 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1024932.062500 Penalty: 4329.138672
	Iteration 1F: 3 clusters Score -1024932 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1025421.625000 Penalty: 4329.138672
	Iteration 2F: 3 clusters Score -1025422 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1025883.812500 Penalty: 4329.138672
	Iteration 3F: 3 clusters Score -1025884 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1026402.437500 Penalty: 4329.138672
	Iteration 4F: 3 clusters Score -1026402 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1026811.625000 Penalty: 4329.138672
	Iteration 5F: 3 clusters Score -1026812 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1027161.687500 Penalty: 4329.138672
	Iteration 6F: 3 clusters Score -1027162 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1027397.437500 Penalty: 4329.138672
	Iteration 7Q: 3 clusters Score -1027397 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1027554.125000 Penalty: 4329.138672
	Iteration 8Q: 3 clusters Score -1027554 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1027648.312500 Penalty: 4329.138672
	Iteration 9Q: 3 clusters Score -1027648 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1027696.375000 Penalty: 4329.138672
	Iteration 10Q: 3 clusters Score -1027696 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1027723.125000 Penalty: 4329.138672
	Iteration 11Q: 3 clusters Score -1027723 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1027742.937500 Penalty: 4329.138672
	Iteration 12Q: 3 clusters Score -1027743 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1027756.375000 Penalty: 4329.138672
	Iteration 13Q: 3 clusters Score -1027756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1027767.312500 Penalty: 4329.138672
	Iteration 14Q: 3 clusters Score -1027767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1027774.500000 Penalty: 4329.138672
	Iteration 15Q: 3 clusters Score -1027774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1027781.437500 Penalty: 4329.138672
	Iteration 16Q: 3 clusters Score -1027781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1027785.312500 Penalty: 4329.138672
	Iteration 17Q: 3 clusters Score -1027785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1027789.437500 Penalty: 4329.138672
	Iteration 18Q: 3 clusters Score -1027789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1027791.625000 Penalty: 4329.138672
	Iteration 19Q: 3 clusters Score -1027792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1027794.312500 Penalty: 4329.138672
	Iteration 20F: 3 clusters Score -1027794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1027795.500000 Penalty: 4329.138672
	Iteration 21Q: 3 clusters Score -1027796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1027797.000000 Penalty: 4329.138672
	Iteration 22Q: 3 clusters Score -1027797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1027796.875000 Penalty: 4329.138672
	Iteration 23Q: 3 clusters Score -1027797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1027799.625000 Penalty: 4329.138672
	Iteration 24Q: 3 clusters Score -1027800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1027800.250000 Penalty: 4329.138672
	Iteration 25Q: 3 clusters Score -1027800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1027803.875000 Penalty: 4329.138672
	Iteration 26Q: 3 clusters Score -1027804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1027806.937500 Penalty: 4329.138672
	Iteration 27Q: 3 clusters Score -1027807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1027807.687500 Penalty: 4329.138672
	Iteration 28Q: 3 clusters Score -1027808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1027811.125000 Penalty: 4329.138672
	Iteration 29Q: 3 clusters Score -1027811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1027814.125000 Penalty: 4329.138672
	Iteration 30Q: 3 clusters Score -1027814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1027814.250000 Penalty: 4329.138672
	Iteration 31Q: 3 clusters Score -1027814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1027814.250000 Penalty: 4329.138672
	Iteration 32F: 3 clusters Score -1027814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Entering Unmasked Estep 
Score: -1281086.500000 Penalty: 2203.417725
	Iteration 0F: 2 clusters Score -1281086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1275144.375000 Penalty: 4406.835449
	Iteration 0F: 3 clusters Score -1275144 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1276629.125000 Penalty: 4406.835449
	Iteration 1F: 3 clusters Score -1276629 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1276828.250000 Penalty: 4406.835449
	Iteration 2F: 3 clusters Score -1276828 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1276968.625000 Penalty: 4406.835449
	Iteration 3Q: 3 clusters Score -1276969 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1277076.625000 Penalty: 4406.835449
	Iteration 4Q: 3 clusters Score -1277077 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1277150.875000 Penalty: 4406.835449
	Iteration 5Q: 3 clusters Score -1277151 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1277204.625000 Penalty: 4406.835449
	Iteration 6Q: 3 clusters Score -1277205 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1277250.125000 Penalty: 4406.835449
	Iteration 7Q: 3 clusters Score -1277250 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1277288.125000 Penalty: 4406.835449
	Iteration 8Q: 3 clusters Score -1277288 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1277318.125000 Penalty: 4406.835449
	Iteration 9Q: 3 clusters Score -1277318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1277336.750000 Penalty: 4406.835449
	Iteration 10Q: 3 clusters Score -1277337 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1277358.000000 Penalty: 4406.835449
	Iteration 11Q: 3 clusters Score -1277358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1277368.125000 Penalty: 4406.835449
	Iteration 12Q: 3 clusters Score -1277368 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1277385.875000 Penalty: 4406.835449
	Iteration 13Q: 3 clusters Score -1277386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1277393.375000 Penalty: 4406.835449
	Iteration 14Q: 3 clusters Score -1277393 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1277401.625000 Penalty: 4406.835449
	Iteration 15Q: 3 clusters Score -1277402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1277411.375000 Penalty: 4406.835449
	Iteration 16Q: 3 clusters Score -1277411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1277419.000000 Penalty: 4406.835449
	Iteration 17Q: 3 clusters Score -1277419 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1277422.125000 Penalty: 4406.835449
	Iteration 18Q: 3 clusters Score -1277422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1277428.000000 Penalty: 4406.835449
	Iteration 19Q: 3 clusters Score -1277428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1277433.375000 Penalty: 4406.835449
	Iteration 20F: 3 clusters Score -1277433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1277433.750000 Penalty: 4406.835449
	Iteration 21Q: 3 clusters Score -1277434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1277437.000000 Penalty: 4406.835449
	Iteration 22Q: 3 clusters Score -1277437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1277443.125000 Penalty: 4406.835449
	Iteration 23Q: 3 clusters Score -1277443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1277446.625000 Penalty: 4406.835449
	Iteration 24Q: 3 clusters Score -1277447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1277451.250000 Penalty: 4406.835449
	Iteration 25Q: 3 clusters Score -1277451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1277454.125000 Penalty: 4406.835449
	Iteration 26Q: 3 clusters Score -1277454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1277460.750000 Penalty: 4406.835449
	Iteration 27Q: 3 clusters Score -1277461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1277462.750000 Penalty: 4406.835449
	Iteration 28Q: 3 clusters Score -1277463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1277466.000000 Penalty: 4406.835449
	Iteration 29Q: 3 clusters Score -1277466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1277471.125000 Penalty: 4406.835449
	Iteration 30Q: 3 clusters Score -1277471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1277473.000000 Penalty: 4406.835449
	Iteration 31Q: 3 clusters Score -1277473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1277478.500000 Penalty: 4406.835449
	Iteration 32Q: 3 clusters Score -1277478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1277480.875000 Penalty: 4406.835449
	Iteration 33Q: 3 clusters Score -1277481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1277485.125000 Penalty: 4406.835449
	Iteration 34Q: 3 clusters Score -1277485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1277487.250000 Penalty: 4406.835449
	Iteration 35Q: 3 clusters Score -1277487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1277493.125000 Penalty: 4406.835449
	Iteration 36Q: 3 clusters Score -1277493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1277493.500000 Penalty: 4406.835449
	Iteration 37Q: 3 clusters Score -1277494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1277494.750000 Penalty: 4406.835449
	Iteration 38Q: 3 clusters Score -1277495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1277497.500000 Penalty: 4406.835449
	Iteration 39Q: 3 clusters Score -1277498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1277497.500000 Penalty: 4406.835449
	Iteration 40F: 3 clusters Score -1277498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1277499.625000 Penalty: 4406.835449
	Iteration 41Q: 3 clusters Score -1277500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1277498.375000 Penalty: 4406.835449
	Iteration 42Q: 3 clusters Score -1277498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1277498.250000 Penalty: 4406.835449
	Iteration 43Q: 3 clusters Score -1277498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1277497.625000 Penalty: 4406.835449
	Iteration 44Q: 3 clusters Score -1277498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1277503.375000 Penalty: 4406.835449
	Iteration 45Q: 3 clusters Score -1277503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1277504.750000 Penalty: 4406.835449
	Iteration 46Q: 3 clusters Score -1277505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1277508.500000 Penalty: 4406.835449
	Iteration 47Q: 3 clusters Score -1277508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1277506.250000 Penalty: 4406.835449
	Iteration 48Q: 3 clusters Score -1277506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1277509.625000 Penalty: 4406.835449
	Iteration 49Q: 3 clusters Score -1277510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1277511.625000 Penalty: 4406.835449
	Iteration 50Q: 3 clusters Score -1277512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1277513.875000 Penalty: 4406.835449
	Iteration 51Q: 3 clusters Score -1277514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1277512.375000 Penalty: 4406.835449
	Iteration 52Q: 3 clusters Score -1277512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1277514.500000 Penalty: 4406.835449
	Iteration 53Q: 3 clusters Score -1277514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1277515.875000 Penalty: 4406.835449
	Iteration 54Q: 3 clusters Score -1277516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1277513.125000 Penalty: 4406.835449
	Iteration 55Q: 3 clusters Score -1277513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1277514.750000 Penalty: 4406.835449
	Iteration 56Q: 3 clusters Score -1277515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1277517.250000 Penalty: 4406.835449
	Iteration 57Q: 3 clusters Score -1277517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1277522.000000 Penalty: 4406.835449
	Iteration 58Q: 3 clusters Score -1277522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1277529.125000 Penalty: 4406.835449
	Iteration 59Q: 3 clusters Score -1277529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1277529.750000 Penalty: 4406.835449
	Iteration 60F: 3 clusters Score -1277530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1277535.625000 Penalty: 4406.835449
	Iteration 61Q: 3 clusters Score -1277536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1277539.625000 Penalty: 4406.835449
	Iteration 62Q: 3 clusters Score -1277540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1277539.875000 Penalty: 4406.835449
	Iteration 63Q: 3 clusters Score -1277540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1277543.625000 Penalty: 4406.835449
	Iteration 64Q: 3 clusters Score -1277544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1277545.250000 Penalty: 4406.835449
	Iteration 65Q: 3 clusters Score -1277545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1277551.375000 Penalty: 4406.835449
	Iteration 66Q: 3 clusters Score -1277551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1277552.875000 Penalty: 4406.835449
	Iteration 67Q: 3 clusters Score -1277553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1277556.000000 Penalty: 4406.835449
	Iteration 68Q: 3 clusters Score -1277556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1277559.250000 Penalty: 4406.835449
	Iteration 69Q: 3 clusters Score -1277559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1277562.750000 Penalty: 4406.835449
	Iteration 70Q: 3 clusters Score -1277563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1277564.500000 Penalty: 4406.835449
	Iteration 71Q: 3 clusters Score -1277564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1277568.500000 Penalty: 4406.835449
	Iteration 72Q: 3 clusters Score -1277568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1277569.750000 Penalty: 4406.835449
	Iteration 73Q: 3 clusters Score -1277570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1277573.500000 Penalty: 4406.835449
	Iteration 74Q: 3 clusters Score -1277574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1277581.625000 Penalty: 4406.835449
	Iteration 75Q: 3 clusters Score -1277582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1277588.125000 Penalty: 4406.835449
	Iteration 76Q: 3 clusters Score -1277588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1277590.250000 Penalty: 4406.835449
	Iteration 77Q: 3 clusters Score -1277590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1277597.000000 Penalty: 4406.835449
	Iteration 78Q: 3 clusters Score -1277597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1277605.250000 Penalty: 4406.835449
	Iteration 79Q: 3 clusters Score -1277605 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1277614.875000 Penalty: 4406.835449
	Iteration 80F: 3 clusters Score -1277615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1277624.750000 Penalty: 4406.835449
	Iteration 81Q: 3 clusters Score -1277625 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1277639.500000 Penalty: 4406.835449
	Iteration 82Q: 3 clusters Score -1277640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1277655.125000 Penalty: 4406.835449
	Iteration 83Q: 3 clusters Score -1277655 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1277671.625000 Penalty: 4406.835449
	Iteration 84Q: 3 clusters Score -1277672 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1277690.375000 Penalty: 4406.835449
	Iteration 85Q: 3 clusters Score -1277690 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1277706.125000 Penalty: 4406.835449
	Iteration 86Q: 3 clusters Score -1277706 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1277724.375000 Penalty: 4406.835449
	Iteration 87Q: 3 clusters Score -1277724 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1277745.125000 Penalty: 4406.835449
	Iteration 88Q: 3 clusters Score -1277745 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1277769.000000 Penalty: 4406.835449
	Iteration 89Q: 3 clusters Score -1277769 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1277802.125000 Penalty: 4406.835449
	Iteration 90Q: 3 clusters Score -1277802 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1277849.500000 Penalty: 4406.835449
	Iteration 91Q: 3 clusters Score -1277850 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1277904.625000 Penalty: 4406.835449
	Iteration 92Q: 3 clusters Score -1277905 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1277973.250000 Penalty: 4406.835449
	Iteration 93Q: 3 clusters Score -1277973 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1278042.750000 Penalty: 4406.835449
	Iteration 94Q: 3 clusters Score -1278043 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1278124.750000 Penalty: 4406.835449
	Iteration 95Q: 3 clusters Score -1278125 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1278215.750000 Penalty: 4406.835449
	Iteration 96Q: 3 clusters Score -1278216 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1278307.625000 Penalty: 4406.835449
	Iteration 97Q: 3 clusters Score -1278308 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1278405.125000 Penalty: 4406.835449
	Iteration 98Q: 3 clusters Score -1278405 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1278492.625000 Penalty: 4406.835449
	Iteration 99Q: 3 clusters Score -1278493 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1278576.125000 Penalty: 4406.835449
	Iteration 100F: 3 clusters Score -1278576 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1278654.500000 Penalty: 4406.835449
	Iteration 101Q: 3 clusters Score -1278654 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1278721.125000 Penalty: 4406.835449
	Iteration 102Q: 3 clusters Score -1278721 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1278787.750000 Penalty: 4406.835449
	Iteration 103Q: 3 clusters Score -1278788 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1278852.875000 Penalty: 4406.835449
	Iteration 104Q: 3 clusters Score -1278853 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1278912.250000 Penalty: 4406.835449
	Iteration 105Q: 3 clusters Score -1278912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1278956.125000 Penalty: 4406.835449
	Iteration 106Q: 3 clusters Score -1278956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1278987.875000 Penalty: 4406.835449
	Iteration 107Q: 3 clusters Score -1278988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1279025.375000 Penalty: 4406.835449
	Iteration 108Q: 3 clusters Score -1279025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1279045.125000 Penalty: 4406.835449
	Iteration 109Q: 3 clusters Score -1279045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1279057.875000 Penalty: 4406.835449
	Iteration 110Q: 3 clusters Score -1279058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1279064.125000 Penalty: 4406.835449
	Iteration 111Q: 3 clusters Score -1279064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1279073.625000 Penalty: 4406.835449
	Iteration 112Q: 3 clusters Score -1279074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1279077.500000 Penalty: 4406.835449
	Iteration 113Q: 3 clusters Score -1279078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1279083.125000 Penalty: 4406.835449
	Iteration 114Q: 3 clusters Score -1279083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1279089.000000 Penalty: 4406.835449
	Iteration 115Q: 3 clusters Score -1279089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1279092.875000 Penalty: 4406.835449
	Iteration 116Q: 3 clusters Score -1279093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1279100.625000 Penalty: 4406.835449
	Iteration 117Q: 3 clusters Score -1279101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1279109.625000 Penalty: 4406.835449
	Iteration 118Q: 3 clusters Score -1279110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1279116.375000 Penalty: 4406.835449
	Iteration 119Q: 3 clusters Score -1279116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1279121.375000 Penalty: 4406.835449
	Iteration 120F: 3 clusters Score -1279121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1279128.625000 Penalty: 4406.835449
	Iteration 121Q: 3 clusters Score -1279129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1279135.125000 Penalty: 4406.835449
	Iteration 122Q: 3 clusters Score -1279135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1279136.375000 Penalty: 4406.835449
	Iteration 123Q: 3 clusters Score -1279136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1279139.125000 Penalty: 4406.835449
	Iteration 124Q: 3 clusters Score -1279139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1279139.125000 Penalty: 4406.835449
	Iteration 125F: 3 clusters Score -1279139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Entering Unmasked Estep 
Score: -2010443.750000 Penalty: 2335.806152
	Iteration 0F: 2 clusters Score -2010444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2001319.000000 Penalty: 4671.612305
	Iteration 0F: 3 clusters Score -2001319 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2004131.000000 Penalty: 4671.612305
	Iteration 1F: 3 clusters Score -2004131 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2004505.750000 Penalty: 4671.612305
	Iteration 2F: 3 clusters Score -2004506 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2004907.500000 Penalty: 4671.612305
	Iteration 3F: 3 clusters Score -2004908 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2005343.750000 Penalty: 4671.612305
	Iteration 4F: 3 clusters Score -2005344 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2005854.125000 Penalty: 4671.612305
	Iteration 5F: 3 clusters Score -2005854 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2006406.125000 Penalty: 4671.612305
	Iteration 6F: 3 clusters Score -2006406 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2006906.625000 Penalty: 4671.612305
	Iteration 7F: 3 clusters Score -2006907 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2007322.500000 Penalty: 4671.612305
	Iteration 8Q: 3 clusters Score -2007322 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2007626.000000 Penalty: 4671.612305
	Iteration 9Q: 3 clusters Score -2007626 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2007849.125000 Penalty: 4671.612305
	Iteration 10Q: 3 clusters Score -2007849 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2007991.000000 Penalty: 4671.612305
	Iteration 11Q: 3 clusters Score -2007991 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2008103.500000 Penalty: 4671.612305
	Iteration 12Q: 3 clusters Score -2008104 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2008195.250000 Penalty: 4671.612305
	Iteration 13Q: 3 clusters Score -2008195 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2008272.625000 Penalty: 4671.612305
	Iteration 14Q: 3 clusters Score -2008273 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2008326.500000 Penalty: 4671.612305
	Iteration 15Q: 3 clusters Score -2008326 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2008369.625000 Penalty: 4671.612305
	Iteration 16Q: 3 clusters Score -2008370 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2008413.125000 Penalty: 4671.612305
	Iteration 17Q: 3 clusters Score -2008413 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2008444.375000 Penalty: 4671.612305
	Iteration 18Q: 3 clusters Score -2008444 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2008478.000000 Penalty: 4671.612305
	Iteration 19Q: 3 clusters Score -2008478 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2008508.750000 Penalty: 4671.612305
	Iteration 20F: 3 clusters Score -2008509 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2008539.125000 Penalty: 4671.612305
	Iteration 21Q: 3 clusters Score -2008539 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2008563.500000 Penalty: 4671.612305
	Iteration 22Q: 3 clusters Score -2008564 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2008579.125000 Penalty: 4671.612305
	Iteration 23Q: 3 clusters Score -2008579 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2008597.750000 Penalty: 4671.612305
	Iteration 24Q: 3 clusters Score -2008598 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2008613.875000 Penalty: 4671.612305
	Iteration 25Q: 3 clusters Score -2008614 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2008630.000000 Penalty: 4671.612305
	Iteration 26Q: 3 clusters Score -2008630 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2008639.000000 Penalty: 4671.612305
	Iteration 27Q: 3 clusters Score -2008639 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2008649.750000 Penalty: 4671.612305
	Iteration 28Q: 3 clusters Score -2008650 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2008664.125000 Penalty: 4671.612305
	Iteration 29Q: 3 clusters Score -2008664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2008680.500000 Penalty: 4671.612305
	Iteration 30Q: 3 clusters Score -2008680 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2008696.000000 Penalty: 4671.612305
	Iteration 31Q: 3 clusters Score -2008696 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2008714.875000 Penalty: 4671.612305
	Iteration 32Q: 3 clusters Score -2008715 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2008735.000000 Penalty: 4671.612305
	Iteration 33Q: 3 clusters Score -2008735 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2008745.875000 Penalty: 4671.612305
	Iteration 34Q: 3 clusters Score -2008746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2008750.875000 Penalty: 4671.612305
	Iteration 35Q: 3 clusters Score -2008751 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2008762.000000 Penalty: 4671.612305
	Iteration 36Q: 3 clusters Score -2008762 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2008778.875000 Penalty: 4671.612305
	Iteration 37Q: 3 clusters Score -2008779 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2008801.000000 Penalty: 4671.612305
	Iteration 38Q: 3 clusters Score -2008801 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2008814.500000 Penalty: 4671.612305
	Iteration 39Q: 3 clusters Score -2008814 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2008828.125000 Penalty: 4671.612305
	Iteration 40F: 3 clusters Score -2008828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2008832.250000 Penalty: 4671.612305
	Iteration 41Q: 3 clusters Score -2008832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2008835.750000 Penalty: 4671.612305
	Iteration 42Q: 3 clusters Score -2008836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2008846.250000 Penalty: 4671.612305
	Iteration 43Q: 3 clusters Score -2008846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2008850.500000 Penalty: 4671.612305
	Iteration 44Q: 3 clusters Score -2008850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2008851.250000 Penalty: 4671.612305
	Iteration 45Q: 3 clusters Score -2008851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2008858.250000 Penalty: 4671.612305
	Iteration 46Q: 3 clusters Score -2008858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2008863.375000 Penalty: 4671.612305
	Iteration 47Q: 3 clusters Score -2008863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2008873.125000 Penalty: 4671.612305
	Iteration 48Q: 3 clusters Score -2008873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2008876.750000 Penalty: 4671.612305
	Iteration 49Q: 3 clusters Score -2008877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2008884.750000 Penalty: 4671.612305
	Iteration 50Q: 3 clusters Score -2008885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2008895.750000 Penalty: 4671.612305
	Iteration 51Q: 3 clusters Score -2008896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2008898.875000 Penalty: 4671.612305
	Iteration 52Q: 3 clusters Score -2008899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2008902.875000 Penalty: 4671.612305
	Iteration 53Q: 3 clusters Score -2008903 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2008911.000000 Penalty: 4671.612305
	Iteration 54Q: 3 clusters Score -2008911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2008919.250000 Penalty: 4671.612305
	Iteration 55Q: 3 clusters Score -2008919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2008927.375000 Penalty: 4671.612305
	Iteration 56Q: 3 clusters Score -2008927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2008941.250000 Penalty: 4671.612305
	Iteration 57Q: 3 clusters Score -2008941 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2008944.500000 Penalty: 4671.612305
	Iteration 58Q: 3 clusters Score -2008944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2008956.250000 Penalty: 4671.612305
	Iteration 59Q: 3 clusters Score -2008956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2008964.125000 Penalty: 4671.612305
	Iteration 60F: 3 clusters Score -2008964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2008973.250000 Penalty: 4671.612305
	Iteration 61Q: 3 clusters Score -2008973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2008978.375000 Penalty: 4671.612305
	Iteration 62Q: 3 clusters Score -2008978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2008983.000000 Penalty: 4671.612305
	Iteration 63Q: 3 clusters Score -2008983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2008989.000000 Penalty: 4671.612305
	Iteration 64Q: 3 clusters Score -2008989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2008995.375000 Penalty: 4671.612305
	Iteration 65Q: 3 clusters Score -2008995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2008996.875000 Penalty: 4671.612305
	Iteration 66Q: 3 clusters Score -2008997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2009010.000000 Penalty: 4671.612305
	Iteration 67Q: 3 clusters Score -2009010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2009025.500000 Penalty: 4671.612305
	Iteration 68Q: 3 clusters Score -2009026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2009033.625000 Penalty: 4671.612305
	Iteration 69Q: 3 clusters Score -2009034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2009037.625000 Penalty: 4671.612305
	Iteration 70Q: 3 clusters Score -2009038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2009045.125000 Penalty: 4671.612305
	Iteration 71Q: 3 clusters Score -2009045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2009051.000000 Penalty: 4671.612305
	Iteration 72Q: 3 clusters Score -2009051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2009060.250000 Penalty: 4671.612305
	Iteration 73Q: 3 clusters Score -2009060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2009064.375000 Penalty: 4671.612305
	Iteration 74Q: 3 clusters Score -2009064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2009079.000000 Penalty: 4671.612305
	Iteration 75Q: 3 clusters Score -2009079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2009085.750000 Penalty: 4671.612305
	Iteration 76Q: 3 clusters Score -2009086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2009093.750000 Penalty: 4671.612305
	Iteration 77Q: 3 clusters Score -2009094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2009101.500000 Penalty: 4671.612305
	Iteration 78Q: 3 clusters Score -2009102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2009103.125000 Penalty: 4671.612305
	Iteration 79Q: 3 clusters Score -2009103 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2009116.375000 Penalty: 4671.612305
	Iteration 80F: 3 clusters Score -2009116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2009121.500000 Penalty: 4671.612305
	Iteration 81Q: 3 clusters Score -2009122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2009133.375000 Penalty: 4671.612305
	Iteration 82Q: 3 clusters Score -2009133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2009141.875000 Penalty: 4671.612305
	Iteration 83Q: 3 clusters Score -2009142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2009148.250000 Penalty: 4671.612305
	Iteration 84Q: 3 clusters Score -2009148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2009153.750000 Penalty: 4671.612305
	Iteration 85Q: 3 clusters Score -2009154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2009158.125000 Penalty: 4671.612305
	Iteration 86Q: 3 clusters Score -2009158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2009166.500000 Penalty: 4671.612305
	Iteration 87Q: 3 clusters Score -2009166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2009166.125000 Penalty: 4671.612305
	Iteration 88Q: 3 clusters Score -2009166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2009170.875000 Penalty: 4671.612305
	Iteration 89Q: 3 clusters Score -2009171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2009174.625000 Penalty: 4671.612305
	Iteration 90Q: 3 clusters Score -2009175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2009178.250000 Penalty: 4671.612305
	Iteration 91Q: 3 clusters Score -2009178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2009181.000000 Penalty: 4671.612305
	Iteration 92Q: 3 clusters Score -2009181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2009185.625000 Penalty: 4671.612305
	Iteration 93Q: 3 clusters Score -2009186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2009192.000000 Penalty: 4671.612305
	Iteration 94Q: 3 clusters Score -2009192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2009198.375000 Penalty: 4671.612305
	Iteration 95Q: 3 clusters Score -2009198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2009209.500000 Penalty: 4671.612305
	Iteration 96Q: 3 clusters Score -2009210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2009214.625000 Penalty: 4671.612305
	Iteration 97Q: 3 clusters Score -2009215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2009222.875000 Penalty: 4671.612305
	Iteration 98Q: 3 clusters Score -2009223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2009221.625000 Penalty: 4671.612305
	Iteration 99Q: 3 clusters Score -2009222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2009226.625000 Penalty: 4671.612305
	Iteration 100F: 3 clusters Score -2009227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2009236.625000 Penalty: 4671.612305
	Iteration 101Q: 3 clusters Score -2009237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2009239.000000 Penalty: 4671.612305
	Iteration 102Q: 3 clusters Score -2009239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2009244.125000 Penalty: 4671.612305
	Iteration 103Q: 3 clusters Score -2009244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2009248.250000 Penalty: 4671.612305
	Iteration 104Q: 3 clusters Score -2009248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2009254.000000 Penalty: 4671.612305
	Iteration 105Q: 3 clusters Score -2009254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2009256.750000 Penalty: 4671.612305
	Iteration 106Q: 3 clusters Score -2009257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2009258.000000 Penalty: 4671.612305
	Iteration 107Q: 3 clusters Score -2009258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2009259.750000 Penalty: 4671.612305
	Iteration 108Q: 3 clusters Score -2009260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2009259.000000 Penalty: 4671.612305
	Iteration 109Q: 3 clusters Score -2009259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2009259.000000 Penalty: 4671.612305
	Iteration 110F: 3 clusters Score -2009259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Entering Unmasked Estep 
Score: -488495.500000 Penalty: 1978.450928
	Iteration 0F: 2 clusters Score -488495.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -485288.625000 Penalty: 3956.901855
	Iteration 0F: 3 clusters Score -485288.6 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -485914.937500 Penalty: 3956.901855
	Iteration 1F: 3 clusters Score -485914.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -486089.687500 Penalty: 3956.901855
	Iteration 2F: 3 clusters Score -486089.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -486211.218750 Penalty: 3956.901855
	Iteration 3F: 3 clusters Score -486211.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -486313.406250 Penalty: 3956.901855
	Iteration 4Q: 3 clusters Score -486313.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -486418.812500 Penalty: 3956.901855
	Iteration 5Q: 3 clusters Score -486418.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -486504.437500 Penalty: 3956.901855
	Iteration 6Q: 3 clusters Score -486504.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -486582.218750 Penalty: 3956.901855
	Iteration 7Q: 3 clusters Score -486582.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -486672.093750 Penalty: 3956.901855
	Iteration 8Q: 3 clusters Score -486672.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -486768.281250 Penalty: 3956.901855
	Iteration 9Q: 3 clusters Score -486768.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -486844.375000 Penalty: 3956.901855
	Iteration 10Q: 3 clusters Score -486844.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -486906.531250 Penalty: 3956.901855
	Iteration 11Q: 3 clusters Score -486906.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -486964.093750 Penalty: 3956.901855
	Iteration 12Q: 3 clusters Score -486964.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -487025.625000 Penalty: 3956.901855
	Iteration 13Q: 3 clusters Score -487025.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -487086.218750 Penalty: 3956.901855
	Iteration 14Q: 3 clusters Score -487086.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -487141.000000 Penalty: 3956.901855
	Iteration 15Q: 3 clusters Score -487141 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -487185.562500 Penalty: 3956.901855
	Iteration 16Q: 3 clusters Score -487185.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -487212.875000 Penalty: 3956.901855
	Iteration 17Q: 3 clusters Score -487212.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -487234.906250 Penalty: 3956.901855
	Iteration 18Q: 3 clusters Score -487234.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -487251.781250 Penalty: 3956.901855
	Iteration 19Q: 3 clusters Score -487251.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -487259.875000 Penalty: 3956.901855
	Iteration 20F: 3 clusters Score -487259.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -487270.218750 Penalty: 3956.901855
	Iteration 21Q: 3 clusters Score -487270.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -487279.750000 Penalty: 3956.901855
	Iteration 22Q: 3 clusters Score -487279.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -487288.312500 Penalty: 3956.901855
	Iteration 23Q: 3 clusters Score -487288.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -487296.593750 Penalty: 3956.901855
	Iteration 24Q: 3 clusters Score -487296.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -487299.656250 Penalty: 3956.901855
	Iteration 25Q: 3 clusters Score -487299.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -487304.093750 Penalty: 3956.901855
	Iteration 26Q: 3 clusters Score -487304.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -487308.093750 Penalty: 3956.901855
	Iteration 27Q: 3 clusters Score -487308.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -487313.375000 Penalty: 3956.901855
	Iteration 28Q: 3 clusters Score -487313.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -487319.062500 Penalty: 3956.901855
	Iteration 29Q: 3 clusters Score -487319.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -487323.875000 Penalty: 3956.901855
	Iteration 30Q: 3 clusters Score -487323.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -487327.156250 Penalty: 3956.901855
	Iteration 31Q: 3 clusters Score -487327.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -487328.593750 Penalty: 3956.901855
	Iteration 32Q: 3 clusters Score -487328.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -487330.718750 Penalty: 3956.901855
	Iteration 33Q: 3 clusters Score -487330.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -487332.812500 Penalty: 3956.901855
	Iteration 34Q: 3 clusters Score -487332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -487333.906250 Penalty: 3956.901855
	Iteration 35Q: 3 clusters Score -487333.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -487334.218750 Penalty: 3956.901855
	Iteration 36Q: 3 clusters Score -487334.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -487335.437500 Penalty: 3956.901855
	Iteration 37Q: 3 clusters Score -487335.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -487335.437500 Penalty: 3956.901855
	Iteration 38F: 3 clusters Score -487335.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Entering Unmasked Estep 
Score: -1068439.875000 Penalty: 2168.435547
	Iteration 0F: 2 clusters Score -1068440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1063118.250000 Penalty: 4336.871094
	Iteration 0F: 3 clusters Score -1063118 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1064489.000000 Penalty: 4336.871094
	Iteration 1F: 3 clusters Score -1064489 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1064797.625000 Penalty: 4336.871094
	Iteration 2F: 3 clusters Score -1064798 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1065083.125000 Penalty: 4336.871094
	Iteration 3F: 3 clusters Score -1065083 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1065327.875000 Penalty: 4336.871094
	Iteration 4F: 3 clusters Score -1065328 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1065594.375000 Penalty: 4336.871094
	Iteration 5F: 3 clusters Score -1065594 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1065839.125000 Penalty: 4336.871094
	Iteration 6F: 3 clusters Score -1065839 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1066091.000000 Penalty: 4336.871094
	Iteration 7F: 3 clusters Score -1066091 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1066379.000000 Penalty: 4336.871094
	Iteration 8F: 3 clusters Score -1066379 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1066609.375000 Penalty: 4336.871094
	Iteration 9Q: 3 clusters Score -1066609 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1066775.500000 Penalty: 4336.871094
	Iteration 10Q: 3 clusters Score -1066776 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1066881.375000 Penalty: 4336.871094
	Iteration 11Q: 3 clusters Score -1066881 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1066938.375000 Penalty: 4336.871094
	Iteration 12Q: 3 clusters Score -1066938 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1066963.250000 Penalty: 4336.871094
	Iteration 13Q: 3 clusters Score -1066963 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1066980.875000 Penalty: 4336.871094
	Iteration 14Q: 3 clusters Score -1066981 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1066992.125000 Penalty: 4336.871094
	Iteration 15Q: 3 clusters Score -1066992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1067004.500000 Penalty: 4336.871094
	Iteration 16Q: 3 clusters Score -1067004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1067011.125000 Penalty: 4336.871094
	Iteration 17Q: 3 clusters Score -1067011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1067020.125000 Penalty: 4336.871094
	Iteration 18Q: 3 clusters Score -1067020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1067026.125000 Penalty: 4336.871094
	Iteration 19Q: 3 clusters Score -1067026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1067033.000000 Penalty: 4336.871094
	Iteration 20F: 3 clusters Score -1067033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1067039.375000 Penalty: 4336.871094
	Iteration 21Q: 3 clusters Score -1067039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1067048.750000 Penalty: 4336.871094
	Iteration 22Q: 3 clusters Score -1067049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1067050.375000 Penalty: 4336.871094
	Iteration 23Q: 3 clusters Score -1067050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1067053.750000 Penalty: 4336.871094
	Iteration 24Q: 3 clusters Score -1067054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1067055.625000 Penalty: 4336.871094
	Iteration 25Q: 3 clusters Score -1067056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1067056.500000 Penalty: 4336.871094
	Iteration 26Q: 3 clusters Score -1067056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1067057.875000 Penalty: 4336.871094
	Iteration 27Q: 3 clusters Score -1067058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1067061.250000 Penalty: 4336.871094
	Iteration 28Q: 3 clusters Score -1067061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1067063.250000 Penalty: 4336.871094
	Iteration 29Q: 3 clusters Score -1067063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1067062.875000 Penalty: 4336.871094
	Iteration 30Q: 3 clusters Score -1067063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1067066.500000 Penalty: 4336.871094
	Iteration 31Q: 3 clusters Score -1067066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1067066.250000 Penalty: 4336.871094
	Iteration 32Q: 3 clusters Score -1067066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1067067.000000 Penalty: 4336.871094
	Iteration 33Q: 3 clusters Score -1067067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1067066.875000 Penalty: 4336.871094
	Iteration 34Q: 3 clusters Score -1067067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1067067.000000 Penalty: 4336.871094
	Iteration 35Q: 3 clusters Score -1067067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1067067.000000 Penalty: 4336.871094
	Iteration 36F: 3 clusters Score -1067067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Entering Unmasked Estep 
Score: -1892081.750000 Penalty: 2313.837158
	Iteration 0F: 2 clusters Score -1892082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1883564.875000 Penalty: 4627.674316
	Iteration 0F: 3 clusters Score -1883565 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1886093.250000 Penalty: 4627.674316
	Iteration 1F: 3 clusters Score -1886093 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1886407.875000 Penalty: 4627.674316
	Iteration 2F: 3 clusters Score -1886408 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1886613.125000 Penalty: 4627.674316
	Iteration 3Q: 3 clusters Score -1886613 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1886769.375000 Penalty: 4627.674316
	Iteration 4Q: 3 clusters Score -1886769 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1886903.750000 Penalty: 4627.674316
	Iteration 5Q: 3 clusters Score -1886904 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1886996.250000 Penalty: 4627.674316
	Iteration 6Q: 3 clusters Score -1886996 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1887111.875000 Penalty: 4627.674316
	Iteration 7Q: 3 clusters Score -1887112 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1887232.750000 Penalty: 4627.674316
	Iteration 8Q: 3 clusters Score -1887233 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1887345.125000 Penalty: 4627.674316
	Iteration 9Q: 3 clusters Score -1887345 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1887450.125000 Penalty: 4627.674316
	Iteration 10Q: 3 clusters Score -1887450 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1887568.750000 Penalty: 4627.674316
	Iteration 11Q: 3 clusters Score -1887569 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1887675.000000 Penalty: 4627.674316
	Iteration 12Q: 3 clusters Score -1887675 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1887768.125000 Penalty: 4627.674316
	Iteration 13Q: 3 clusters Score -1887768 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1887862.375000 Penalty: 4627.674316
	Iteration 14Q: 3 clusters Score -1887862 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1887950.125000 Penalty: 4627.674316
	Iteration 15Q: 3 clusters Score -1887950 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1888028.250000 Penalty: 4627.674316
	Iteration 16Q: 3 clusters Score -1888028 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1888091.000000 Penalty: 4627.674316
	Iteration 17Q: 3 clusters Score -1888091 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1888146.250000 Penalty: 4627.674316
	Iteration 18Q: 3 clusters Score -1888146 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1888211.625000 Penalty: 4627.674316
	Iteration 19Q: 3 clusters Score -1888212 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1888266.750000 Penalty: 4627.674316
	Iteration 20F: 3 clusters Score -1888267 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1888313.750000 Penalty: 4627.674316
	Iteration 21Q: 3 clusters Score -1888314 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1888361.875000 Penalty: 4627.674316
	Iteration 22Q: 3 clusters Score -1888362 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1888412.625000 Penalty: 4627.674316
	Iteration 23Q: 3 clusters Score -1888413 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1888466.750000 Penalty: 4627.674316
	Iteration 24Q: 3 clusters Score -1888467 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1888517.625000 Penalty: 4627.674316
	Iteration 25Q: 3 clusters Score -1888518 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1888560.875000 Penalty: 4627.674316
	Iteration 26Q: 3 clusters Score -1888561 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1888627.750000 Penalty: 4627.674316
	Iteration 27Q: 3 clusters Score -1888628 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1888697.750000 Penalty: 4627.674316
	Iteration 28Q: 3 clusters Score -1888698 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1888758.750000 Penalty: 4627.674316
	Iteration 29Q: 3 clusters Score -1888759 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1888798.375000 Penalty: 4627.674316
	Iteration 30Q: 3 clusters Score -1888798 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1888848.250000 Penalty: 4627.674316
	Iteration 31Q: 3 clusters Score -1888848 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1888885.125000 Penalty: 4627.674316
	Iteration 32Q: 3 clusters Score -1888885 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1888940.750000 Penalty: 4627.674316
	Iteration 33Q: 3 clusters Score -1888941 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1888988.500000 Penalty: 4627.674316
	Iteration 34Q: 3 clusters Score -1888988 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1889043.000000 Penalty: 4627.674316
	Iteration 35Q: 3 clusters Score -1889043 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1889091.750000 Penalty: 4627.674316
	Iteration 36Q: 3 clusters Score -1889092 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1889143.625000 Penalty: 4627.674316
	Iteration 37Q: 3 clusters Score -1889144 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1889203.500000 Penalty: 4627.674316
	Iteration 38Q: 3 clusters Score -1889204 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1889256.375000 Penalty: 4627.674316
	Iteration 39Q: 3 clusters Score -1889256 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1889304.500000 Penalty: 4627.674316
	Iteration 40F: 3 clusters Score -1889304 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1889346.250000 Penalty: 4627.674316
	Iteration 41Q: 3 clusters Score -1889346 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1889391.750000 Penalty: 4627.674316
	Iteration 42Q: 3 clusters Score -1889392 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1889440.625000 Penalty: 4627.674316
	Iteration 43Q: 3 clusters Score -1889441 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1889507.125000 Penalty: 4627.674316
	Iteration 44Q: 3 clusters Score -1889507 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1889574.375000 Penalty: 4627.674316
	Iteration 45Q: 3 clusters Score -1889574 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1889646.125000 Penalty: 4627.674316
	Iteration 46Q: 3 clusters Score -1889646 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1889719.625000 Penalty: 4627.674316
	Iteration 47Q: 3 clusters Score -1889720 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1889794.000000 Penalty: 4627.674316
	Iteration 48Q: 3 clusters Score -1889794 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1889846.625000 Penalty: 4627.674316
	Iteration 49Q: 3 clusters Score -1889847 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1889900.875000 Penalty: 4627.674316
	Iteration 50Q: 3 clusters Score -1889901 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1889950.625000 Penalty: 4627.674316
	Iteration 51Q: 3 clusters Score -1889951 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1890003.750000 Penalty: 4627.674316
	Iteration 52Q: 3 clusters Score -1890004 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1890045.250000 Penalty: 4627.674316
	Iteration 53Q: 3 clusters Score -1890045 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1890082.875000 Penalty: 4627.674316
	Iteration 54Q: 3 clusters Score -1890083 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1890109.000000 Penalty: 4627.674316
	Iteration 55Q: 3 clusters Score -1890109 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1890121.375000 Penalty: 4627.674316
	Iteration 56Q: 3 clusters Score -1890121 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1890141.000000 Penalty: 4627.674316
	Iteration 57Q: 3 clusters Score -1890141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1890151.750000 Penalty: 4627.674316
	Iteration 58Q: 3 clusters Score -1890152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1890167.125000 Penalty: 4627.674316
	Iteration 59Q: 3 clusters Score -1890167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1890178.375000 Penalty: 4627.674316
	Iteration 60F: 3 clusters Score -1890178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1890184.625000 Penalty: 4627.674316
	Iteration 61Q: 3 clusters Score -1890185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1890192.125000 Penalty: 4627.674316
	Iteration 62Q: 3 clusters Score -1890192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1890197.625000 Penalty: 4627.674316
	Iteration 63Q: 3 clusters Score -1890198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1890200.750000 Penalty: 4627.674316
	Iteration 64Q: 3 clusters Score -1890201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1890205.500000 Penalty: 4627.674316
	Iteration 65Q: 3 clusters Score -1890206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1890209.000000 Penalty: 4627.674316
	Iteration 66Q: 3 clusters Score -1890209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1890212.000000 Penalty: 4627.674316
	Iteration 67Q: 3 clusters Score -1890212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1890213.750000 Penalty: 4627.674316
	Iteration 68Q: 3 clusters Score -1890214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1890218.500000 Penalty: 4627.674316
	Iteration 69Q: 3 clusters Score -1890218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1890221.625000 Penalty: 4627.674316
	Iteration 70Q: 3 clusters Score -1890222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1890221.750000 Penalty: 4627.674316
	Iteration 71Q: 3 clusters Score -1890222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1890219.375000 Penalty: 4627.674316
	Iteration 72Q: 3 clusters Score -1890219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1890222.125000 Penalty: 4627.674316
	Iteration 73Q: 3 clusters Score -1890222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1890224.125000 Penalty: 4627.674316
	Iteration 74Q: 3 clusters Score -1890224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1890223.125000 Penalty: 4627.674316
	Iteration 75Q: 3 clusters Score -1890223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1890223.125000 Penalty: 4627.674316
	Iteration 76F: 3 clusters Score -1890223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Entering Unmasked Estep 
Score: -1694628.375000 Penalty: 2310.135010
	Iteration 0F: 2 clusters Score -1694628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1686307.000000 Penalty: 4620.270020
	Iteration 0F: 3 clusters Score -1686307 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1688976.375000 Penalty: 4620.270020
	Iteration 1F: 3 clusters Score -1688976 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1689630.500000 Penalty: 4620.270020
	Iteration 2F: 3 clusters Score -1689630 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1690244.250000 Penalty: 4620.270020
	Iteration 3F: 3 clusters Score -1690244 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1690811.500000 Penalty: 4620.270020
	Iteration 4F: 3 clusters Score -1690812 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1691302.625000 Penalty: 4620.270020
	Iteration 5F: 3 clusters Score -1691303 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1691809.250000 Penalty: 4620.270020
	Iteration 6F: 3 clusters Score -1691809 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1692274.000000 Penalty: 4620.270020
	Iteration 7F: 3 clusters Score -1692274 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1692642.750000 Penalty: 4620.270020
	Iteration 8Q: 3 clusters Score -1692643 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1692955.375000 Penalty: 4620.270020
	Iteration 9Q: 3 clusters Score -1692955 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1693210.250000 Penalty: 4620.270020
	Iteration 10Q: 3 clusters Score -1693210 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1693394.250000 Penalty: 4620.270020
	Iteration 11Q: 3 clusters Score -1693394 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1693533.500000 Penalty: 4620.270020
	Iteration 12Q: 3 clusters Score -1693534 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1693611.625000 Penalty: 4620.270020
	Iteration 13Q: 3 clusters Score -1693612 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1693661.625000 Penalty: 4620.270020
	Iteration 14Q: 3 clusters Score -1693662 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1693717.375000 Penalty: 4620.270020
	Iteration 15Q: 3 clusters Score -1693717 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1693751.125000 Penalty: 4620.270020
	Iteration 16Q: 3 clusters Score -1693751 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1693787.500000 Penalty: 4620.270020
	Iteration 17Q: 3 clusters Score -1693788 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1693815.625000 Penalty: 4620.270020
	Iteration 18Q: 3 clusters Score -1693816 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1693834.875000 Penalty: 4620.270020
	Iteration 19Q: 3 clusters Score -1693835 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1693855.250000 Penalty: 4620.270020
	Iteration 20F: 3 clusters Score -1693855 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1693891.875000 Penalty: 4620.270020
	Iteration 21Q: 3 clusters Score -1693892 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1693903.000000 Penalty: 4620.270020
	Iteration 22Q: 3 clusters Score -1693903 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1693918.000000 Penalty: 4620.270020
	Iteration 23Q: 3 clusters Score -1693918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1693924.875000 Penalty: 4620.270020
	Iteration 24Q: 3 clusters Score -1693925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1693934.125000 Penalty: 4620.270020
	Iteration 25Q: 3 clusters Score -1693934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1693934.625000 Penalty: 4620.270020
	Iteration 26Q: 3 clusters Score -1693935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1693931.625000 Penalty: 4620.270020
	Iteration 27Q: 3 clusters Score -1693932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1693938.875000 Penalty: 4620.270020
	Iteration 28Q: 3 clusters Score -1693939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1693939.750000 Penalty: 4620.270020
	Iteration 29Q: 3 clusters Score -1693940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1693938.000000 Penalty: 4620.270020
	Iteration 30Q: 3 clusters Score -1693938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1693936.750000 Penalty: 4620.270020
	Iteration 31Q: 3 clusters Score -1693937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1693937.375000 Penalty: 4620.270020
	Iteration 32Q: 3 clusters Score -1693937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1693943.625000 Penalty: 4620.270020
	Iteration 33Q: 3 clusters Score -1693944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1693942.625000 Penalty: 4620.270020
	Iteration 34Q: 3 clusters Score -1693943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1693947.875000 Penalty: 4620.270020
	Iteration 35Q: 3 clusters Score -1693948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1693946.375000 Penalty: 4620.270020
	Iteration 36Q: 3 clusters Score -1693946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1693952.375000 Penalty: 4620.270020
	Iteration 37Q: 3 clusters Score -1693952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1693957.375000 Penalty: 4620.270020
	Iteration 38Q: 3 clusters Score -1693957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1693954.750000 Penalty: 4620.270020
	Iteration 39Q: 3 clusters Score -1693955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1693956.500000 Penalty: 4620.270020
	Iteration 40F: 3 clusters Score -1693956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1693956.875000 Penalty: 4620.270020
	Iteration 41Q: 3 clusters Score -1693957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1693957.875000 Penalty: 4620.270020
	Iteration 42Q: 3 clusters Score -1693958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1693960.500000 Penalty: 4620.270020
	Iteration 43Q: 3 clusters Score -1693960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1693959.500000 Penalty: 4620.270020
	Iteration 44Q: 3 clusters Score -1693960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1693960.375000 Penalty: 4620.270020
	Iteration 45Q: 3 clusters Score -1693960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1693962.875000 Penalty: 4620.270020
	Iteration 46Q: 3 clusters Score -1693963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1693967.375000 Penalty: 4620.270020
	Iteration 47Q: 3 clusters Score -1693967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1693967.875000 Penalty: 4620.270020
	Iteration 48Q: 3 clusters Score -1693968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1693970.750000 Penalty: 4620.270020
	Iteration 49Q: 3 clusters Score -1693971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1693971.375000 Penalty: 4620.270020
	Iteration 50Q: 3 clusters Score -1693971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1693969.375000 Penalty: 4620.270020
	Iteration 51Q: 3 clusters Score -1693969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1693972.250000 Penalty: 4620.270020
	Iteration 52Q: 3 clusters Score -1693972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1693974.750000 Penalty: 4620.270020
	Iteration 53Q: 3 clusters Score -1693975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1693976.875000 Penalty: 4620.270020
	Iteration 54Q: 3 clusters Score -1693977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1693978.750000 Penalty: 4620.270020
	Iteration 55Q: 3 clusters Score -1693979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1693981.875000 Penalty: 4620.270020
	Iteration 56Q: 3 clusters Score -1693982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1693984.625000 Penalty: 4620.270020
	Iteration 57Q: 3 clusters Score -1693985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1693985.125000 Penalty: 4620.270020
	Iteration 58Q: 3 clusters Score -1693985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1693989.125000 Penalty: 4620.270020
	Iteration 59Q: 3 clusters Score -1693989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1693986.125000 Penalty: 4620.270020
	Iteration 60F: 3 clusters Score -1693986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1693989.125000 Penalty: 4620.270020
	Iteration 61Q: 3 clusters Score -1693989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1693986.500000 Penalty: 4620.270020
	Iteration 62Q: 3 clusters Score -1693986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1693988.000000 Penalty: 4620.270020
	Iteration 63Q: 3 clusters Score -1693988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1693984.750000 Penalty: 4620.270020
	Iteration 64Q: 3 clusters Score -1693985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1693985.875000 Penalty: 4620.270020
	Iteration 65Q: 3 clusters Score -1693986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1693991.000000 Penalty: 4620.270020
	Iteration 66Q: 3 clusters Score -1693991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1693995.750000 Penalty: 4620.270020
	Iteration 67Q: 3 clusters Score -1693996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1693998.375000 Penalty: 4620.270020
	Iteration 68Q: 3 clusters Score -1693998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1693997.250000 Penalty: 4620.270020
	Iteration 69Q: 3 clusters Score -1693997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1693997.250000 Penalty: 4620.270020
	Iteration 70Q: 3 clusters Score -1693997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1693998.625000 Penalty: 4620.270020
	Iteration 71Q: 3 clusters Score -1693999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1693997.500000 Penalty: 4620.270020
	Iteration 72Q: 3 clusters Score -1693998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1693999.000000 Penalty: 4620.270020
	Iteration 73Q: 3 clusters Score -1693999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1693998.250000 Penalty: 4620.270020
	Iteration 74Q: 3 clusters Score -1693998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1693997.875000 Penalty: 4620.270020
	Iteration 75Q: 3 clusters Score -1693998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1693998.500000 Penalty: 4620.270020
	Iteration 76Q: 3 clusters Score -1693998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1694001.375000 Penalty: 4620.270020
	Iteration 77Q: 3 clusters Score -1694001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1694004.125000 Penalty: 4620.270020
	Iteration 78Q: 3 clusters Score -1694004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1694003.375000 Penalty: 4620.270020
	Iteration 79Q: 3 clusters Score -1694003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1694005.500000 Penalty: 4620.270020
	Iteration 80F: 3 clusters Score -1694006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1694008.250000 Penalty: 4620.270020
	Iteration 81Q: 3 clusters Score -1694008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1694005.125000 Penalty: 4620.270020
	Iteration 82Q: 3 clusters Score -1694005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1694005.375000 Penalty: 4620.270020
	Iteration 83Q: 3 clusters Score -1694005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1694005.375000 Penalty: 4620.270020
	Iteration 84F: 3 clusters Score -1694005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Entering Unmasked Estep 
Score: -735559.375000 Penalty: 2084.586670
	Iteration 0F: 2 clusters Score -735559.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -731409.250000 Penalty: 4169.173340
	Iteration 0F: 3 clusters Score -731409.2 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -732383.750000 Penalty: 4169.173340
	Iteration 1F: 3 clusters Score -732383.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -732587.125000 Penalty: 4169.173340
	Iteration 2F: 3 clusters Score -732587.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -732729.250000 Penalty: 4169.173340
	Iteration 3Q: 3 clusters Score -732729.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -732853.312500 Penalty: 4169.173340
	Iteration 4Q: 3 clusters Score -732853.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -732993.687500 Penalty: 4169.173340
	Iteration 5Q: 3 clusters Score -732993.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -733174.500000 Penalty: 4169.173340
	Iteration 6Q: 3 clusters Score -733174.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -733361.187500 Penalty: 4169.173340
	Iteration 7Q: 3 clusters Score -733361.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -733559.062500 Penalty: 4169.173340
	Iteration 8Q: 3 clusters Score -733559.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -733741.750000 Penalty: 4169.173340
	Iteration 9Q: 3 clusters Score -733741.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -733899.500000 Penalty: 4169.173340
	Iteration 10Q: 3 clusters Score -733899.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -734018.500000 Penalty: 4169.173340
	Iteration 11Q: 3 clusters Score -734018.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -734098.812500 Penalty: 4169.173340
	Iteration 12Q: 3 clusters Score -734098.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -734157.312500 Penalty: 4169.173340
	Iteration 13Q: 3 clusters Score -734157.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -734204.312500 Penalty: 4169.173340
	Iteration 14Q: 3 clusters Score -734204.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -734233.187500 Penalty: 4169.173340
	Iteration 15Q: 3 clusters Score -734233.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -734251.875000 Penalty: 4169.173340
	Iteration 16Q: 3 clusters Score -734251.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -734270.750000 Penalty: 4169.173340
	Iteration 17Q: 3 clusters Score -734270.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -734281.625000 Penalty: 4169.173340
	Iteration 18Q: 3 clusters Score -734281.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -734291.250000 Penalty: 4169.173340
	Iteration 19Q: 3 clusters Score -734291.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -734297.375000 Penalty: 4169.173340
	Iteration 20F: 3 clusters Score -734297.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -734300.375000 Penalty: 4169.173340
	Iteration 21Q: 3 clusters Score -734300.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -734302.812500 Penalty: 4169.173340
	Iteration 22Q: 3 clusters Score -734302.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -734305.375000 Penalty: 4169.173340
	Iteration 23Q: 3 clusters Score -734305.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -734311.750000 Penalty: 4169.173340
	Iteration 24Q: 3 clusters Score -734311.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -734314.125000 Penalty: 4169.173340
	Iteration 25Q: 3 clusters Score -734314.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -734318.562500 Penalty: 4169.173340
	Iteration 26Q: 3 clusters Score -734318.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -734320.125000 Penalty: 4169.173340
	Iteration 27Q: 3 clusters Score -734320.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -734320.437500 Penalty: 4169.173340
	Iteration 28Q: 3 clusters Score -734320.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -734322.937500 Penalty: 4169.173340
	Iteration 29Q: 3 clusters Score -734322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -734323.500000 Penalty: 4169.173340
	Iteration 30Q: 3 clusters Score -734323.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -734323.125000 Penalty: 4169.173340
	Iteration 31Q: 3 clusters Score -734323.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -734323.125000 Penalty: 4169.173340
	Iteration 32Q: 3 clusters Score -734323.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -734325.000000 Penalty: 4169.173340
	Iteration 33Q: 3 clusters Score -734325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -734327.937500 Penalty: 4169.173340
	Iteration 34Q: 3 clusters Score -734327.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -734327.250000 Penalty: 4169.173340
	Iteration 35Q: 3 clusters Score -734327.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -734330.687500 Penalty: 4169.173340
	Iteration 36Q: 3 clusters Score -734330.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -734332.625000 Penalty: 4169.173340
	Iteration 37Q: 3 clusters Score -734332.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -734335.500000 Penalty: 4169.173340
	Iteration 38Q: 3 clusters Score -734335.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -734339.000000 Penalty: 4169.173340
	Iteration 39Q: 3 clusters Score -734339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -734339.312500 Penalty: 4169.173340
	Iteration 40F: 3 clusters Score -734339.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -734338.125000 Penalty: 4169.173340
	Iteration 41Q: 3 clusters Score -734338.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -734342.375000 Penalty: 4169.173340
	Iteration 42Q: 3 clusters Score -734342.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -734344.187500 Penalty: 4169.173340
	Iteration 43Q: 3 clusters Score -734344.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -734346.750000 Penalty: 4169.173340
	Iteration 44Q: 3 clusters Score -734346.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -734346.937500 Penalty: 4169.173340
	Iteration 45Q: 3 clusters Score -734346.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -734346.687500 Penalty: 4169.173340
	Iteration 46Q: 3 clusters Score -734346.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -734347.312500 Penalty: 4169.173340
	Iteration 47Q: 3 clusters Score -734347.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -734347.312500 Penalty: 4169.173340
	Iteration 48F: 3 clusters Score -734347.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (56863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56863 members 
Entering Unmasked Estep 
Score: -9502839.000000 Penalty: 2715.203369
	Iteration 0F: 2 clusters Score -9502839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -9464948.000000 Penalty: 5430.406738
	Iteration 0F: 3 clusters Score -9464948 nChanged 26357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -9479962.000000 Penalty: 5430.406738
	Iteration 1F: 3 clusters Score -9479962 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -9480848.000000 Penalty: 5430.406738
	Iteration 2Q: 3 clusters Score -9480848 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -9481951.000000 Penalty: 5430.406738
	Iteration 3Q: 3 clusters Score -9481951 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -9483001.000000 Penalty: 5430.406738
	Iteration 4Q: 3 clusters Score -9483001 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -9484025.000000 Penalty: 5430.406738
	Iteration 5Q: 3 clusters Score -9484025 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -9485216.000000 Penalty: 5430.406738
	Iteration 6Q: 3 clusters Score -9485216 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -9486539.000000 Penalty: 5430.406738
	Iteration 7Q: 3 clusters Score -9486539 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -9487905.000000 Penalty: 5430.406738
	Iteration 8Q: 3 clusters Score -9487905 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -9489269.000000 Penalty: 5430.406738
	Iteration 9Q: 3 clusters Score -9489269 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -9490505.000000 Penalty: 5430.406738
	Iteration 10Q: 3 clusters Score -9490505 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -9491511.000000 Penalty: 5430.406738
	Iteration 11Q: 3 clusters Score -9491511 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -9492184.000000 Penalty: 5430.406738
	Iteration 12Q: 3 clusters Score -9492184 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -9492536.000000 Penalty: 5430.406738
	Iteration 13Q: 3 clusters Score -9492536 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -9492794.000000 Penalty: 5430.406738
	Iteration 14Q: 3 clusters Score -9492794 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -9492927.000000 Penalty: 5430.406738
	Iteration 15Q: 3 clusters Score -9492927 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -9492986.000000 Penalty: 5430.406738
	Iteration 16Q: 3 clusters Score -9492986 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -9493090.000000 Penalty: 5430.406738
	Iteration 17Q: 3 clusters Score -9493090 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -9493202.000000 Penalty: 5430.406738
	Iteration 18Q: 3 clusters Score -9493202 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -9493284.000000 Penalty: 5430.406738
	Iteration 19Q: 3 clusters Score -9493284 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -9493306.000000 Penalty: 5430.406738
	Iteration 20F: 3 clusters Score -9493306 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -9493391.000000 Penalty: 5430.406738
	Iteration 21Q: 3 clusters Score -9493391 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -9493494.000000 Penalty: 5430.406738
	Iteration 22Q: 3 clusters Score -9493494 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -9493577.000000 Penalty: 5430.406738
	Iteration 23Q: 3 clusters Score -9493577 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -9493698.000000 Penalty: 5430.406738
	Iteration 24Q: 3 clusters Score -9493698 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -9493875.000000 Penalty: 5430.406738
	Iteration 25Q: 3 clusters Score -9493875 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -9494024.000000 Penalty: 5430.406738
	Iteration 26Q: 3 clusters Score -9494024 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -9494177.000000 Penalty: 5430.406738
	Iteration 27Q: 3 clusters Score -9494177 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -9494318.000000 Penalty: 5430.406738
	Iteration 28Q: 3 clusters Score -9494318 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -9494550.000000 Penalty: 5430.406738
	Iteration 29Q: 3 clusters Score -9494550 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -9494791.000000 Penalty: 5430.406738
	Iteration 30Q: 3 clusters Score -9494791 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -9495008.000000 Penalty: 5430.406738
	Iteration 31Q: 3 clusters Score -9495008 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -9495281.000000 Penalty: 5430.406738
	Iteration 32Q: 3 clusters Score -9495281 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -9495512.000000 Penalty: 5430.406738
	Iteration 33Q: 3 clusters Score -9495512 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -9495814.000000 Penalty: 5430.406738
	Iteration 34Q: 3 clusters Score -9495814 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -9496163.000000 Penalty: 5430.406738
	Iteration 35Q: 3 clusters Score -9496163 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -9496536.000000 Penalty: 5430.406738
	Iteration 36Q: 3 clusters Score -9496536 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -9496899.000000 Penalty: 5430.406738
	Iteration 37Q: 3 clusters Score -9496899 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -9497269.000000 Penalty: 5430.406738
	Iteration 38Q: 3 clusters Score -9497269 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -9497590.000000 Penalty: 5430.406738
	Iteration 39Q: 3 clusters Score -9497590 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -9498020.000000 Penalty: 5430.406738
	Iteration 40F: 3 clusters Score -9498020 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -9498325.000000 Penalty: 5430.406738
	Iteration 41Q: 3 clusters Score -9498325 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -9498647.000000 Penalty: 5430.406738
	Iteration 42Q: 3 clusters Score -9498647 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -9498966.000000 Penalty: 5430.406738
	Iteration 43Q: 3 clusters Score -9498966 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -9499260.000000 Penalty: 5430.406738
	Iteration 44Q: 3 clusters Score -9499260 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -9499499.000000 Penalty: 5430.406738
	Iteration 45Q: 3 clusters Score -9499499 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -9499756.000000 Penalty: 5430.406738
	Iteration 46Q: 3 clusters Score -9499756 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54835 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -9499903.000000 Penalty: 5430.406738
	Iteration 47Q: 3 clusters Score -9499903 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55110 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -9500061.000000 Penalty: 5430.406738
	Iteration 48Q: 3 clusters Score -9500061 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -9500139.000000 Penalty: 5430.406738
	Iteration 49Q: 3 clusters Score -9500139 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55497 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -9500223.000000 Penalty: 5430.406738
	Iteration 50Q: 3 clusters Score -9500223 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55651 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -9500339.000000 Penalty: 5430.406738
	Iteration 51Q: 3 clusters Score -9500339 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55755 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -9500409.000000 Penalty: 5430.406738
	Iteration 52Q: 3 clusters Score -9500409 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -9500451.000000 Penalty: 5430.406738
	Iteration 53Q: 3 clusters Score -9500451 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9500481.000000 Penalty: 5430.406738
	Iteration 54Q: 3 clusters Score -9500481 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -9500522.000000 Penalty: 5430.406738
	Iteration 55Q: 3 clusters Score -9500522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -9500534.000000 Penalty: 5430.406738
	Iteration 56Q: 3 clusters Score -9500534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -9500588.000000 Penalty: 5430.406738
	Iteration 57Q: 3 clusters Score -9500588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9500597.000000 Penalty: 5430.406738
	Iteration 58Q: 3 clusters Score -9500597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56049 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9500620.000000 Penalty: 5430.406738
	Iteration 59Q: 3 clusters Score -9500620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9500624.000000 Penalty: 5430.406738
	Iteration 60F: 3 clusters Score -9500624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9500639.000000 Penalty: 5430.406738
	Iteration 61Q: 3 clusters Score -9500639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9500636.000000 Penalty: 5430.406738
	Iteration 62Q: 3 clusters Score -9500636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9500649.000000 Penalty: 5430.406738
	Iteration 63Q: 3 clusters Score -9500649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9500650.000000 Penalty: 5430.406738
	Iteration 64Q: 3 clusters Score -9500650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9500641.000000 Penalty: 5430.406738
	Iteration 65Q: 3 clusters Score -9500641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9500646.000000 Penalty: 5430.406738
	Iteration 66Q: 3 clusters Score -9500646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56132 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9500642.000000 Penalty: 5430.406738
	Iteration 67Q: 3 clusters Score -9500642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56138 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9500665.000000 Penalty: 5430.406738
	Iteration 68Q: 3 clusters Score -9500665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9500651.000000 Penalty: 5430.406738
	Iteration 69Q: 3 clusters Score -9500651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9500655.000000 Penalty: 5430.406738
	Iteration 70Q: 3 clusters Score -9500655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9500641.000000 Penalty: 5430.406738
	Iteration 71Q: 3 clusters Score -9500641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9500650.000000 Penalty: 5430.406738
	Iteration 72Q: 3 clusters Score -9500650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56148 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9500661.000000 Penalty: 5430.406738
	Iteration 73Q: 3 clusters Score -9500661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9500661.000000 Penalty: 5430.406738
	Iteration 74Q: 3 clusters Score -9500661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -9500664.000000 Penalty: 5430.406738
	Iteration 75Q: 3 clusters Score -9500664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9500663.000000 Penalty: 5430.406738
	Iteration 76Q: 3 clusters Score -9500663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9500663.000000 Penalty: 5430.406738
	Iteration 77F: 3 clusters Score -9500663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Entering Unmasked Estep 
Score: -1872509.625000 Penalty: 2324.348877
	Iteration 0F: 2 clusters Score -1872510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1863762.125000 Penalty: 4648.697754
	Iteration 0F: 3 clusters Score -1863762 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1866537.000000 Penalty: 4648.697754
	Iteration 1F: 3 clusters Score -1866537 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1867119.000000 Penalty: 4648.697754
	Iteration 2F: 3 clusters Score -1867119 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1867772.500000 Penalty: 4648.697754
	Iteration 3F: 3 clusters Score -1867772 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1868382.375000 Penalty: 4648.697754
	Iteration 4F: 3 clusters Score -1868382 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1868849.125000 Penalty: 4648.697754
	Iteration 5F: 3 clusters Score -1868849 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1869235.000000 Penalty: 4648.697754
	Iteration 6F: 3 clusters Score -1869235 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1869517.000000 Penalty: 4648.697754
	Iteration 7Q: 3 clusters Score -1869517 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1869734.500000 Penalty: 4648.697754
	Iteration 8Q: 3 clusters Score -1869734 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1869937.250000 Penalty: 4648.697754
	Iteration 9Q: 3 clusters Score -1869937 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1870131.750000 Penalty: 4648.697754
	Iteration 10Q: 3 clusters Score -1870132 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1870270.125000 Penalty: 4648.697754
	Iteration 11Q: 3 clusters Score -1870270 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1870373.125000 Penalty: 4648.697754
	Iteration 12Q: 3 clusters Score -1870373 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1870471.750000 Penalty: 4648.697754
	Iteration 13Q: 3 clusters Score -1870472 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1870542.250000 Penalty: 4648.697754
	Iteration 14Q: 3 clusters Score -1870542 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1870612.125000 Penalty: 4648.697754
	Iteration 15Q: 3 clusters Score -1870612 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1870653.250000 Penalty: 4648.697754
	Iteration 16Q: 3 clusters Score -1870653 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1870703.750000 Penalty: 4648.697754
	Iteration 17Q: 3 clusters Score -1870704 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1870749.125000 Penalty: 4648.697754
	Iteration 18Q: 3 clusters Score -1870749 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1870779.500000 Penalty: 4648.697754
	Iteration 19Q: 3 clusters Score -1870780 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1870812.750000 Penalty: 4648.697754
	Iteration 20F: 3 clusters Score -1870813 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1870843.250000 Penalty: 4648.697754
	Iteration 21Q: 3 clusters Score -1870843 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1870867.250000 Penalty: 4648.697754
	Iteration 22Q: 3 clusters Score -1870867 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1870897.000000 Penalty: 4648.697754
	Iteration 23Q: 3 clusters Score -1870897 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1870922.000000 Penalty: 4648.697754
	Iteration 24Q: 3 clusters Score -1870922 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1870950.875000 Penalty: 4648.697754
	Iteration 25Q: 3 clusters Score -1870951 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1870971.000000 Penalty: 4648.697754
	Iteration 26Q: 3 clusters Score -1870971 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1870992.000000 Penalty: 4648.697754
	Iteration 27Q: 3 clusters Score -1870992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1871004.375000 Penalty: 4648.697754
	Iteration 28Q: 3 clusters Score -1871004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1871018.000000 Penalty: 4648.697754
	Iteration 29Q: 3 clusters Score -1871018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1871025.250000 Penalty: 4648.697754
	Iteration 30Q: 3 clusters Score -1871025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1871035.875000 Penalty: 4648.697754
	Iteration 31Q: 3 clusters Score -1871036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1871047.625000 Penalty: 4648.697754
	Iteration 32Q: 3 clusters Score -1871048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1871055.125000 Penalty: 4648.697754
	Iteration 33Q: 3 clusters Score -1871055 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1871066.875000 Penalty: 4648.697754
	Iteration 34Q: 3 clusters Score -1871067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1871080.875000 Penalty: 4648.697754
	Iteration 35Q: 3 clusters Score -1871081 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1871091.750000 Penalty: 4648.697754
	Iteration 36Q: 3 clusters Score -1871092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1871097.125000 Penalty: 4648.697754
	Iteration 37Q: 3 clusters Score -1871097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1871110.875000 Penalty: 4648.697754
	Iteration 38Q: 3 clusters Score -1871111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1871116.000000 Penalty: 4648.697754
	Iteration 39Q: 3 clusters Score -1871116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1871122.500000 Penalty: 4648.697754
	Iteration 40F: 3 clusters Score -1871122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1871125.000000 Penalty: 4648.697754
	Iteration 41Q: 3 clusters Score -1871125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1871128.625000 Penalty: 4648.697754
	Iteration 42Q: 3 clusters Score -1871129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1871132.375000 Penalty: 4648.697754
	Iteration 43Q: 3 clusters Score -1871132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1871133.000000 Penalty: 4648.697754
	Iteration 44Q: 3 clusters Score -1871133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1871136.125000 Penalty: 4648.697754
	Iteration 45Q: 3 clusters Score -1871136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1871140.125000 Penalty: 4648.697754
	Iteration 46Q: 3 clusters Score -1871140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1871144.750000 Penalty: 4648.697754
	Iteration 47Q: 3 clusters Score -1871145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1871147.250000 Penalty: 4648.697754
	Iteration 48Q: 3 clusters Score -1871147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1871147.500000 Penalty: 4648.697754
	Iteration 49Q: 3 clusters Score -1871148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1871145.750000 Penalty: 4648.697754
	Iteration 50Q: 3 clusters Score -1871146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1871147.250000 Penalty: 4648.697754
	Iteration 51Q: 3 clusters Score -1871147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1871147.625000 Penalty: 4648.697754
	Iteration 52Q: 3 clusters Score -1871148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1871147.750000 Penalty: 4648.697754
	Iteration 53Q: 3 clusters Score -1871148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1871149.750000 Penalty: 4648.697754
	Iteration 54Q: 3 clusters Score -1871150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1871149.625000 Penalty: 4648.697754
	Iteration 55Q: 3 clusters Score -1871150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1871149.625000 Penalty: 4648.697754
	Iteration 56F: 3 clusters Score -1871150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Entering Unmasked Estep 
Score: -683789.375000 Penalty: 2073.935303
	Iteration 0F: 2 clusters Score -683789.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -679706.062500 Penalty: 4147.870605
	Iteration 0F: 3 clusters Score -679706.1 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -680785.625000 Penalty: 4147.870605
	Iteration 1F: 3 clusters Score -680785.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -681265.062500 Penalty: 4147.870605
	Iteration 2F: 3 clusters Score -681265.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -681693.125000 Penalty: 4147.870605
	Iteration 3F: 3 clusters Score -681693.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -682042.812500 Penalty: 4147.870605
	Iteration 4F: 3 clusters Score -682042.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -682294.062500 Penalty: 4147.870605
	Iteration 5F: 3 clusters Score -682294.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -682465.125000 Penalty: 4147.870605
	Iteration 6Q: 3 clusters Score -682465.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -682572.750000 Penalty: 4147.870605
	Iteration 7Q: 3 clusters Score -682572.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -682664.937500 Penalty: 4147.870605
	Iteration 8Q: 3 clusters Score -682664.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -682733.937500 Penalty: 4147.870605
	Iteration 9Q: 3 clusters Score -682733.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -682800.312500 Penalty: 4147.870605
	Iteration 10Q: 3 clusters Score -682800.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -682845.500000 Penalty: 4147.870605
	Iteration 11Q: 3 clusters Score -682845.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -682878.687500 Penalty: 4147.870605
	Iteration 12Q: 3 clusters Score -682878.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -682910.500000 Penalty: 4147.870605
	Iteration 13Q: 3 clusters Score -682910.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -682930.750000 Penalty: 4147.870605
	Iteration 14Q: 3 clusters Score -682930.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -682941.500000 Penalty: 4147.870605
	Iteration 15Q: 3 clusters Score -682941.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -682953.875000 Penalty: 4147.870605
	Iteration 16Q: 3 clusters Score -682953.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -682961.125000 Penalty: 4147.870605
	Iteration 17Q: 3 clusters Score -682961.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -682966.125000 Penalty: 4147.870605
	Iteration 18Q: 3 clusters Score -682966.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -682968.875000 Penalty: 4147.870605
	Iteration 19Q: 3 clusters Score -682968.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -682970.125000 Penalty: 4147.870605
	Iteration 20F: 3 clusters Score -682970.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -682974.562500 Penalty: 4147.870605
	Iteration 21Q: 3 clusters Score -682974.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -682977.125000 Penalty: 4147.870605
	Iteration 22Q: 3 clusters Score -682977.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -682978.750000 Penalty: 4147.870605
	Iteration 23Q: 3 clusters Score -682978.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -682981.062500 Penalty: 4147.870605
	Iteration 24Q: 3 clusters Score -682981.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -682984.500000 Penalty: 4147.870605
	Iteration 25Q: 3 clusters Score -682984.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -682990.250000 Penalty: 4147.870605
	Iteration 26Q: 3 clusters Score -682990.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -682991.875000 Penalty: 4147.870605
	Iteration 27Q: 3 clusters Score -682991.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -682993.062500 Penalty: 4147.870605
	Iteration 28Q: 3 clusters Score -682993.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -682994.187500 Penalty: 4147.870605
	Iteration 29Q: 3 clusters Score -682994.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -682995.750000 Penalty: 4147.870605
	Iteration 30Q: 3 clusters Score -682995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -682996.812500 Penalty: 4147.870605
	Iteration 31Q: 3 clusters Score -682996.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -682996.812500 Penalty: 4147.870605
	Iteration 32F: 3 clusters Score -682996.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -134987.109375 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -134987.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -133164.031250 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -133164 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -133504.750000 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -133504.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -133691.234375 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -133691.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -133926.078125 Penalty: 3356.602051
	Iteration 3F: 3 clusters Score -133926.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -134136.531250 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -134136.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -134303.390625 Penalty: 3356.602051
	Iteration 5F: 3 clusters Score -134303.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -134487.578125 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -134487.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -134635.421875 Penalty: 3356.602051
	Iteration 7F: 3 clusters Score -134635.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -134705.562500 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -134705.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -134768.015625 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -134768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -134816.203125 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -134816.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -134843.125000 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -134843.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -134866.218750 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -134866.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -134872.875000 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -134872.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -134876.921875 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -134876.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -134879.984375 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -134880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -134882.484375 Penalty: 3356.602051
	Iteration 16Q: 3 clusters Score -134882.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -134890.171875 Penalty: 3356.602051
	Iteration 17Q: 3 clusters Score -134890.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -134896.421875 Penalty: 3356.602051
	Iteration 18Q: 3 clusters Score -134896.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -134909.671875 Penalty: 3356.602051
	Iteration 19Q: 3 clusters Score -134909.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -134911.140625 Penalty: 3356.602051
	Iteration 20F: 3 clusters Score -134911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -134913.984375 Penalty: 3356.602051
	Iteration 21Q: 3 clusters Score -134914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -134916.937500 Penalty: 3356.602051
	Iteration 22Q: 3 clusters Score -134916.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -134916.937500 Penalty: 3356.602051
	Iteration 23F: 3 clusters Score -134916.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Entering Unmasked Estep 
Score: -395242.562500 Penalty: 1929.618774
	Iteration 0F: 2 clusters Score -395242.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -392407.500000 Penalty: 3859.237549
	Iteration 0F: 3 clusters Score -392407.5 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -392942.187500 Penalty: 3859.237549
	Iteration 1F: 3 clusters Score -392942.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -393109.593750 Penalty: 3859.237549
	Iteration 2F: 3 clusters Score -393109.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -393222.187500 Penalty: 3859.237549
	Iteration 3F: 3 clusters Score -393222.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -393312.312500 Penalty: 3859.237549
	Iteration 4Q: 3 clusters Score -393312.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -393400.843750 Penalty: 3859.237549
	Iteration 5Q: 3 clusters Score -393400.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -393479.718750 Penalty: 3859.237549
	Iteration 6Q: 3 clusters Score -393479.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -393575.906250 Penalty: 3859.237549
	Iteration 7Q: 3 clusters Score -393575.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -393713.437500 Penalty: 3859.237549
	Iteration 8Q: 3 clusters Score -393713.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -393841.093750 Penalty: 3859.237549
	Iteration 9Q: 3 clusters Score -393841.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -394030.437500 Penalty: 3859.237549
	Iteration 10Q: 3 clusters Score -394030.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -394262.218750 Penalty: 3859.237549
	Iteration 11Q: 3 clusters Score -394262.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -394491.687500 Penalty: 3859.237549
	Iteration 12Q: 3 clusters Score -394491.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -394654.937500 Penalty: 3859.237549
	Iteration 13Q: 3 clusters Score -394654.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -394737.312500 Penalty: 3859.237549
	Iteration 14Q: 3 clusters Score -394737.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -394778.687500 Penalty: 3859.237549
	Iteration 15Q: 3 clusters Score -394778.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -394811.437500 Penalty: 3859.237549
	Iteration 16Q: 3 clusters Score -394811.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -394831.843750 Penalty: 3859.237549
	Iteration 17Q: 3 clusters Score -394831.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -394846.125000 Penalty: 3859.237549
	Iteration 18Q: 3 clusters Score -394846.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -394853.218750 Penalty: 3859.237549
	Iteration 19Q: 3 clusters Score -394853.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -394853.062500 Penalty: 3859.237549
	Iteration 20F: 3 clusters Score -394853.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (52807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Entering Unmasked Estep 
Score: -8904406.000000 Penalty: 2696.851074
	Iteration 0F: 2 clusters Score -8904406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -8869223.000000 Penalty: 5393.702148
	Iteration 0F: 3 clusters Score -8869223 nChanged 24478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -8883055.000000 Penalty: 5393.702148
	Iteration 1F: 3 clusters Score -8883055 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -8883924.000000 Penalty: 5393.702148
	Iteration 2Q: 3 clusters Score -8883924 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -8884939.000000 Penalty: 5393.702148
	Iteration 3Q: 3 clusters Score -8884939 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -8886155.000000 Penalty: 5393.702148
	Iteration 4Q: 3 clusters Score -8886155 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -8887479.000000 Penalty: 5393.702148
	Iteration 5F: 3 clusters Score -8887479 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -8889055.000000 Penalty: 5393.702148
	Iteration 6F: 3 clusters Score -8889055 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -8890626.000000 Penalty: 5393.702148
	Iteration 7F: 3 clusters Score -8890626 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -8892123.000000 Penalty: 5393.702148
	Iteration 8F: 3 clusters Score -8892123 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -8893502.000000 Penalty: 5393.702148
	Iteration 9Q: 3 clusters Score -8893502 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -8894884.000000 Penalty: 5393.702148
	Iteration 10Q: 3 clusters Score -8894884 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -8896107.000000 Penalty: 5393.702148
	Iteration 11Q: 3 clusters Score -8896107 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -8897233.000000 Penalty: 5393.702148
	Iteration 12Q: 3 clusters Score -8897233 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -8898307.000000 Penalty: 5393.702148
	Iteration 13Q: 3 clusters Score -8898307 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -8899167.000000 Penalty: 5393.702148
	Iteration 14Q: 3 clusters Score -8899167 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -8899948.000000 Penalty: 5393.702148
	Iteration 15Q: 3 clusters Score -8899948 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -8900483.000000 Penalty: 5393.702148
	Iteration 16Q: 3 clusters Score -8900483 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -8900882.000000 Penalty: 5393.702148
	Iteration 17Q: 3 clusters Score -8900882 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -8901230.000000 Penalty: 5393.702148
	Iteration 18Q: 3 clusters Score -8901230 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -8901482.000000 Penalty: 5393.702148
	Iteration 19Q: 3 clusters Score -8901482 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -8901656.000000 Penalty: 5393.702148
	Iteration 20F: 3 clusters Score -8901656 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -8901794.000000 Penalty: 5393.702148
	Iteration 21Q: 3 clusters Score -8901794 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 51403 members 
Entering Unmasked Estep 
Score: -8901875.000000 Penalty: 5393.702148
	Iteration 22Q: 3 clusters Score -8901875 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -8901935.000000 Penalty: 5393.702148
	Iteration 23Q: 3 clusters Score -8901935 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -8901957.000000 Penalty: 5393.702148
	Iteration 24Q: 3 clusters Score -8901957 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 51625 members 
Entering Unmasked Estep 
Score: -8902004.000000 Penalty: 5393.702148
	Iteration 25Q: 3 clusters Score -8902004 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -8902020.000000 Penalty: 5393.702148
	Iteration 26Q: 3 clusters Score -8902020 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -8902053.000000 Penalty: 5393.702148
	Iteration 27Q: 3 clusters Score -8902053 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -8902079.000000 Penalty: 5393.702148
	Iteration 28Q: 3 clusters Score -8902079 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -8902093.000000 Penalty: 5393.702148
	Iteration 29Q: 3 clusters Score -8902093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -8902121.000000 Penalty: 5393.702148
	Iteration 30Q: 3 clusters Score -8902121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -8902125.000000 Penalty: 5393.702148
	Iteration 31Q: 3 clusters Score -8902125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 51838 members 
Entering Unmasked Estep 
Score: -8902133.000000 Penalty: 5393.702148
	Iteration 32Q: 3 clusters Score -8902133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -8902148.000000 Penalty: 5393.702148
	Iteration 33Q: 3 clusters Score -8902148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -8902157.000000 Penalty: 5393.702148
	Iteration 34Q: 3 clusters Score -8902157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -8902161.000000 Penalty: 5393.702148
	Iteration 35Q: 3 clusters Score -8902161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -8902174.000000 Penalty: 5393.702148
	Iteration 36Q: 3 clusters Score -8902174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -8902169.000000 Penalty: 5393.702148
	Iteration 37Q: 3 clusters Score -8902169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -8902172.000000 Penalty: 5393.702148
	Iteration 38Q: 3 clusters Score -8902172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -8902176.000000 Penalty: 5393.702148
	Iteration 39Q: 3 clusters Score -8902176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -8902179.000000 Penalty: 5393.702148
	Iteration 40F: 3 clusters Score -8902179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -8902180.000000 Penalty: 5393.702148
	Iteration 41Q: 3 clusters Score -8902180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -8902174.000000 Penalty: 5393.702148
	Iteration 42Q: 3 clusters Score -8902174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -8902181.000000 Penalty: 5393.702148
	Iteration 43Q: 3 clusters Score -8902181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -8902177.000000 Penalty: 5393.702148
	Iteration 44Q: 3 clusters Score -8902177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -8902181.000000 Penalty: 5393.702148
	Iteration 45Q: 3 clusters Score -8902181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -8902174.000000 Penalty: 5393.702148
	Iteration 46Q: 3 clusters Score -8902174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -8902185.000000 Penalty: 5393.702148
	Iteration 47Q: 3 clusters Score -8902185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -8902185.000000 Penalty: 5393.702148
	Iteration 48Q: 3 clusters Score -8902185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -8902178.000000 Penalty: 5393.702148
	Iteration 49Q: 3 clusters Score -8902178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -8902178.000000 Penalty: 5393.702148
	Iteration 50F: 3 clusters Score -8902178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -331917.031250 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -331917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -329289.281250 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -329289.3 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -329768.312500 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -329768.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -329886.375000 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -329886.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -329952.000000 Penalty: 3772.768311
	Iteration 3Q: 3 clusters Score -329952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -329996.812500 Penalty: 3772.768311
	Iteration 4Q: 3 clusters Score -329996.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -330035.843750 Penalty: 3772.768311
	Iteration 5Q: 3 clusters Score -330035.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -330072.375000 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -330072.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -330094.343750 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -330094.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -330105.312500 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -330105.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -330115.625000 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -330115.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -330128.062500 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -330128.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -330140.281250 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -330140.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -330149.437500 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -330149.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -330162.625000 Penalty: 3772.768311
	Iteration 13Q: 3 clusters Score -330162.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -330174.625000 Penalty: 3772.768311
	Iteration 14Q: 3 clusters Score -330174.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -330186.437500 Penalty: 3772.768311
	Iteration 15Q: 3 clusters Score -330186.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -330191.593750 Penalty: 3772.768311
	Iteration 16Q: 3 clusters Score -330191.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -330197.375000 Penalty: 3772.768311
	Iteration 17Q: 3 clusters Score -330197.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -330209.312500 Penalty: 3772.768311
	Iteration 18Q: 3 clusters Score -330209.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -330218.343750 Penalty: 3772.768311
	Iteration 19Q: 3 clusters Score -330218.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -330227.250000 Penalty: 3772.768311
	Iteration 20F: 3 clusters Score -330227.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -330235.687500 Penalty: 3772.768311
	Iteration 21Q: 3 clusters Score -330235.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -330246.562500 Penalty: 3772.768311
	Iteration 22Q: 3 clusters Score -330246.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -330251.281250 Penalty: 3772.768311
	Iteration 23Q: 3 clusters Score -330251.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -330255.437500 Penalty: 3772.768311
	Iteration 24Q: 3 clusters Score -330255.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -330259.718750 Penalty: 3772.768311
	Iteration 25Q: 3 clusters Score -330259.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -330264.031250 Penalty: 3772.768311
	Iteration 26Q: 3 clusters Score -330264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -330274.937500 Penalty: 3772.768311
	Iteration 27Q: 3 clusters Score -330274.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -330282.093750 Penalty: 3772.768311
	Iteration 28Q: 3 clusters Score -330282.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -330286.531250 Penalty: 3772.768311
	Iteration 29Q: 3 clusters Score -330286.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -330289.437500 Penalty: 3772.768311
	Iteration 30Q: 3 clusters Score -330289.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -330294.718750 Penalty: 3772.768311
	Iteration 31Q: 3 clusters Score -330294.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -330297.937500 Penalty: 3772.768311
	Iteration 32Q: 3 clusters Score -330297.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -330303.750000 Penalty: 3772.768311
	Iteration 33Q: 3 clusters Score -330303.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -330307.093750 Penalty: 3772.768311
	Iteration 34Q: 3 clusters Score -330307.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -330311.156250 Penalty: 3772.768311
	Iteration 35Q: 3 clusters Score -330311.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -330314.812500 Penalty: 3772.768311
	Iteration 36Q: 3 clusters Score -330314.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -330320.906250 Penalty: 3772.768311
	Iteration 37Q: 3 clusters Score -330320.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -330326.937500 Penalty: 3772.768311
	Iteration 38Q: 3 clusters Score -330326.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -330329.437500 Penalty: 3772.768311
	Iteration 39Q: 3 clusters Score -330329.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -330330.968750 Penalty: 3772.768311
	Iteration 40F: 3 clusters Score -330331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -330334.093750 Penalty: 3772.768311
	Iteration 41Q: 3 clusters Score -330334.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -330335.375000 Penalty: 3772.768311
	Iteration 42Q: 3 clusters Score -330335.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -330338.281250 Penalty: 3772.768311
	Iteration 43Q: 3 clusters Score -330338.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -330339.968750 Penalty: 3772.768311
	Iteration 44Q: 3 clusters Score -330340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -330342.687500 Penalty: 3772.768311
	Iteration 45Q: 3 clusters Score -330342.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -330347.250000 Penalty: 3772.768311
	Iteration 46Q: 3 clusters Score -330347.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -330349.500000 Penalty: 3772.768311
	Iteration 47Q: 3 clusters Score -330349.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -330352.468750 Penalty: 3772.768311
	Iteration 48Q: 3 clusters Score -330352.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -330354.562500 Penalty: 3772.768311
	Iteration 49Q: 3 clusters Score -330354.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -330356.500000 Penalty: 3772.768311
	Iteration 50Q: 3 clusters Score -330356.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -330359.843750 Penalty: 3772.768311
	Iteration 51Q: 3 clusters Score -330359.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -330361.687500 Penalty: 3772.768311
	Iteration 52Q: 3 clusters Score -330361.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -330363.000000 Penalty: 3772.768311
	Iteration 53Q: 3 clusters Score -330363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -330363.343750 Penalty: 3772.768311
	Iteration 54Q: 3 clusters Score -330363.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -330363.906250 Penalty: 3772.768311
	Iteration 55Q: 3 clusters Score -330363.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -330364.312500 Penalty: 3772.768311
	Iteration 56Q: 3 clusters Score -330364.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -330365.093750 Penalty: 3772.768311
	Iteration 57Q: 3 clusters Score -330365.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -330365.093750 Penalty: 3772.768311
	Iteration 58F: 3 clusters Score -330365.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (13495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Entering Unmasked Estep 
Score: -2346175.000000 Penalty: 2358.498535
	Iteration 0F: 2 clusters Score -2346175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2336272.500000 Penalty: 4716.997070
	Iteration 0F: 3 clusters Score -2336272 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2339281.750000 Penalty: 4716.997070
	Iteration 1F: 3 clusters Score -2339282 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2339567.250000 Penalty: 4716.997070
	Iteration 2F: 3 clusters Score -2339567 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2339789.250000 Penalty: 4716.997070
	Iteration 3Q: 3 clusters Score -2339789 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2339975.250000 Penalty: 4716.997070
	Iteration 4Q: 3 clusters Score -2339975 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2340145.750000 Penalty: 4716.997070
	Iteration 5Q: 3 clusters Score -2340146 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2340309.750000 Penalty: 4716.997070
	Iteration 6Q: 3 clusters Score -2340310 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2340504.750000 Penalty: 4716.997070
	Iteration 7Q: 3 clusters Score -2340505 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2340720.250000 Penalty: 4716.997070
	Iteration 8Q: 3 clusters Score -2340720 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2340986.750000 Penalty: 4716.997070
	Iteration 9Q: 3 clusters Score -2340987 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2341313.250000 Penalty: 4716.997070
	Iteration 10Q: 3 clusters Score -2341313 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2341711.000000 Penalty: 4716.997070
	Iteration 11Q: 3 clusters Score -2341711 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2342179.250000 Penalty: 4716.997070
	Iteration 12Q: 3 clusters Score -2342179 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2342646.500000 Penalty: 4716.997070
	Iteration 13Q: 3 clusters Score -2342646 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2343015.500000 Penalty: 4716.997070
	Iteration 14Q: 3 clusters Score -2343016 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2343301.250000 Penalty: 4716.997070
	Iteration 15Q: 3 clusters Score -2343301 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2343548.750000 Penalty: 4716.997070
	Iteration 16Q: 3 clusters Score -2343549 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2343729.250000 Penalty: 4716.997070
	Iteration 17Q: 3 clusters Score -2343729 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2343852.750000 Penalty: 4716.997070
	Iteration 18Q: 3 clusters Score -2343853 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2343960.750000 Penalty: 4716.997070
	Iteration 19Q: 3 clusters Score -2343961 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2344046.250000 Penalty: 4716.997070
	Iteration 20F: 3 clusters Score -2344046 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2344105.000000 Penalty: 4716.997070
	Iteration 21Q: 3 clusters Score -2344105 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2344154.750000 Penalty: 4716.997070
	Iteration 22Q: 3 clusters Score -2344155 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2344176.750000 Penalty: 4716.997070
	Iteration 23Q: 3 clusters Score -2344177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2344195.750000 Penalty: 4716.997070
	Iteration 24Q: 3 clusters Score -2344196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2344206.000000 Penalty: 4716.997070
	Iteration 25Q: 3 clusters Score -2344206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2344215.250000 Penalty: 4716.997070
	Iteration 26Q: 3 clusters Score -2344215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2344226.750000 Penalty: 4716.997070
	Iteration 27Q: 3 clusters Score -2344227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2344229.000000 Penalty: 4716.997070
	Iteration 28Q: 3 clusters Score -2344229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2344234.000000 Penalty: 4716.997070
	Iteration 29Q: 3 clusters Score -2344234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2344235.250000 Penalty: 4716.997070
	Iteration 30Q: 3 clusters Score -2344235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2344235.250000 Penalty: 4716.997070
	Iteration 31F: 3 clusters Score -2344235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -232900.218750 Penalty: 1801.999878
	Iteration 0F: 2 clusters Score -232900.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -230681.859375 Penalty: 3603.999756
	Iteration 0F: 3 clusters Score -230681.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -231067.265625 Penalty: 3603.999756
	Iteration 1F: 3 clusters Score -231067.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -231183.140625 Penalty: 3603.999756
	Iteration 2F: 3 clusters Score -231183.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -231262.156250 Penalty: 3603.999756
	Iteration 3Q: 3 clusters Score -231262.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -231313.140625 Penalty: 3603.999756
	Iteration 4Q: 3 clusters Score -231313.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -231357.218750 Penalty: 3603.999756
	Iteration 5Q: 3 clusters Score -231357.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -231384.734375 Penalty: 3603.999756
	Iteration 6Q: 3 clusters Score -231384.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -231397.328125 Penalty: 3603.999756
	Iteration 7Q: 3 clusters Score -231397.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -231411.406250 Penalty: 3603.999756
	Iteration 8Q: 3 clusters Score -231411.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -231416.671875 Penalty: 3603.999756
	Iteration 9Q: 3 clusters Score -231416.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -231418.968750 Penalty: 3603.999756
	Iteration 10Q: 3 clusters Score -231419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -231422.468750 Penalty: 3603.999756
	Iteration 11Q: 3 clusters Score -231422.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -231425.093750 Penalty: 3603.999756
	Iteration 12Q: 3 clusters Score -231425.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -231430.046875 Penalty: 3603.999756
	Iteration 13Q: 3 clusters Score -231430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -231434.234375 Penalty: 3603.999756
	Iteration 14Q: 3 clusters Score -231434.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -231437.875000 Penalty: 3603.999756
	Iteration 15Q: 3 clusters Score -231437.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -231442.265625 Penalty: 3603.999756
	Iteration 16Q: 3 clusters Score -231442.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -231445.515625 Penalty: 3603.999756
	Iteration 17Q: 3 clusters Score -231445.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -231448.281250 Penalty: 3603.999756
	Iteration 18Q: 3 clusters Score -231448.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -231449.734375 Penalty: 3603.999756
	Iteration 19Q: 3 clusters Score -231449.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -231449.734375 Penalty: 3603.999756
	Iteration 20F: 3 clusters Score -231449.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -104372.343750 Penalty: 1622.175415
	Iteration 0F: 2 clusters Score -104372.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -102785.554688 Penalty: 3244.350830
	Iteration 0F: 3 clusters Score -102785.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -103127.765625 Penalty: 3244.350830
	Iteration 1F: 3 clusters Score -103127.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -103263.648438 Penalty: 3244.350830
	Iteration 2F: 3 clusters Score -103263.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -103367.085938 Penalty: 3244.350830
	Iteration 3F: 3 clusters Score -103367.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -103462.304688 Penalty: 3244.350830
	Iteration 4F: 3 clusters Score -103462.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -103525.484375 Penalty: 3244.350830
	Iteration 5Q: 3 clusters Score -103525.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -103567.609375 Penalty: 3244.350830
	Iteration 6Q: 3 clusters Score -103567.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -103608.375000 Penalty: 3244.350830
	Iteration 7Q: 3 clusters Score -103608.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -103644.304688 Penalty: 3244.350830
	Iteration 8Q: 3 clusters Score -103644.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -103659.468750 Penalty: 3244.350830
	Iteration 9Q: 3 clusters Score -103659.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -103659.468750 Penalty: 3244.350830
	Iteration 10F: 3 clusters Score -103659.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -149998.171875 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -149998.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -148166.171875 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -148166.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -148438.812500 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -148438.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -148526.562500 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -148526.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -148578.046875 Penalty: 3376.187500
	Iteration 3Q: 3 clusters Score -148578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -148596.984375 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -148597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -148612.343750 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -148612.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -148622.593750 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -148622.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -148634.953125 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -148635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -148649.078125 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -148649.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -148655.234375 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -148655.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -148659.453125 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -148659.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -148659.453125 Penalty: 3376.187500
	Iteration 11F: 3 clusters Score -148659.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -74733.492188 Penalty: 1545.647095
	Iteration 0F: 2 clusters Score -74733.49 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: -73320.289062 Penalty: 3091.294189
	Iteration 0F: 3 clusters Score -73320.29 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -73537.968750 Penalty: 3091.294189
	Iteration 1F: 3 clusters Score -73537.97 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -73615.000000 Penalty: 3091.294189
	Iteration 2F: 3 clusters Score -73615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -73656.671875 Penalty: 3091.294189
	Iteration 3Q: 3 clusters Score -73656.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -73665.500000 Penalty: 3091.294189
	Iteration 4Q: 3 clusters Score -73665.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -73669.125000 Penalty: 3091.294189
	Iteration 5Q: 3 clusters Score -73669.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -73672.570312 Penalty: 3091.294189
	Iteration 6Q: 3 clusters Score -73672.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -73677.445312 Penalty: 3091.294189
	Iteration 7Q: 3 clusters Score -73677.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -73680.492188 Penalty: 3091.294189
	Iteration 8Q: 3 clusters Score -73680.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -73680.492188 Penalty: 3091.294189
	Iteration 9F: 3 clusters Score -73680.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Entering Unmasked Estep 
Score: -1305016.875000 Penalty: 2221.686035
	Iteration 0F: 2 clusters Score -1305017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1298734.875000 Penalty: 4443.372070
	Iteration 0F: 3 clusters Score -1298735 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1300594.375000 Penalty: 4443.372070
	Iteration 1F: 3 clusters Score -1300594 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1300972.875000 Penalty: 4443.372070
	Iteration 2F: 3 clusters Score -1300973 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1301246.375000 Penalty: 4443.372070
	Iteration 3F: 3 clusters Score -1301246 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1301489.625000 Penalty: 4443.372070
	Iteration 4F: 3 clusters Score -1301490 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1301730.125000 Penalty: 4443.372070
	Iteration 5Q: 3 clusters Score -1301730 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1301972.625000 Penalty: 4443.372070
	Iteration 6Q: 3 clusters Score -1301973 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1302196.125000 Penalty: 4443.372070
	Iteration 7Q: 3 clusters Score -1302196 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1302389.500000 Penalty: 4443.372070
	Iteration 8Q: 3 clusters Score -1302390 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1302577.500000 Penalty: 4443.372070
	Iteration 9Q: 3 clusters Score -1302578 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1302730.250000 Penalty: 4443.372070
	Iteration 10Q: 3 clusters Score -1302730 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1302833.625000 Penalty: 4443.372070
	Iteration 11Q: 3 clusters Score -1302834 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1302909.625000 Penalty: 4443.372070
	Iteration 12Q: 3 clusters Score -1302910 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1302974.000000 Penalty: 4443.372070
	Iteration 13Q: 3 clusters Score -1302974 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1303023.000000 Penalty: 4443.372070
	Iteration 14Q: 3 clusters Score -1303023 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1303069.000000 Penalty: 4443.372070
	Iteration 15Q: 3 clusters Score -1303069 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1303101.375000 Penalty: 4443.372070
	Iteration 16Q: 3 clusters Score -1303101 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1303123.875000 Penalty: 4443.372070
	Iteration 17Q: 3 clusters Score -1303124 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1303148.125000 Penalty: 4443.372070
	Iteration 18Q: 3 clusters Score -1303148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1303164.750000 Penalty: 4443.372070
	Iteration 19Q: 3 clusters Score -1303165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1303184.000000 Penalty: 4443.372070
	Iteration 20F: 3 clusters Score -1303184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1303189.750000 Penalty: 4443.372070
	Iteration 21Q: 3 clusters Score -1303190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1303200.000000 Penalty: 4443.372070
	Iteration 22Q: 3 clusters Score -1303200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1303211.125000 Penalty: 4443.372070
	Iteration 23Q: 3 clusters Score -1303211 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1303223.625000 Penalty: 4443.372070
	Iteration 24Q: 3 clusters Score -1303224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1303238.250000 Penalty: 4443.372070
	Iteration 25Q: 3 clusters Score -1303238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1303249.875000 Penalty: 4443.372070
	Iteration 26Q: 3 clusters Score -1303250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1303260.250000 Penalty: 4443.372070
	Iteration 27Q: 3 clusters Score -1303260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1303276.750000 Penalty: 4443.372070
	Iteration 28Q: 3 clusters Score -1303277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1303287.875000 Penalty: 4443.372070
	Iteration 29Q: 3 clusters Score -1303288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1303298.000000 Penalty: 4443.372070
	Iteration 30Q: 3 clusters Score -1303298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1303303.250000 Penalty: 4443.372070
	Iteration 31Q: 3 clusters Score -1303303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1303308.875000 Penalty: 4443.372070
	Iteration 32Q: 3 clusters Score -1303309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1303315.625000 Penalty: 4443.372070
	Iteration 33Q: 3 clusters Score -1303316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1303323.625000 Penalty: 4443.372070
	Iteration 34Q: 3 clusters Score -1303324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1303332.875000 Penalty: 4443.372070
	Iteration 35Q: 3 clusters Score -1303333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1303342.375000 Penalty: 4443.372070
	Iteration 36Q: 3 clusters Score -1303342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1303353.875000 Penalty: 4443.372070
	Iteration 37Q: 3 clusters Score -1303354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1303364.500000 Penalty: 4443.372070
	Iteration 38Q: 3 clusters Score -1303364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1303370.000000 Penalty: 4443.372070
	Iteration 39Q: 3 clusters Score -1303370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1303378.250000 Penalty: 4443.372070
	Iteration 40F: 3 clusters Score -1303378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1303384.000000 Penalty: 4443.372070
	Iteration 41Q: 3 clusters Score -1303384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1303384.625000 Penalty: 4443.372070
	Iteration 42Q: 3 clusters Score -1303385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1303388.625000 Penalty: 4443.372070
	Iteration 43Q: 3 clusters Score -1303389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1303388.375000 Penalty: 4443.372070
	Iteration 44Q: 3 clusters Score -1303388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1303390.750000 Penalty: 4443.372070
	Iteration 45Q: 3 clusters Score -1303391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1303392.875000 Penalty: 4443.372070
	Iteration 46Q: 3 clusters Score -1303393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1303398.125000 Penalty: 4443.372070
	Iteration 47Q: 3 clusters Score -1303398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1303404.000000 Penalty: 4443.372070
	Iteration 48Q: 3 clusters Score -1303404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1303407.625000 Penalty: 4443.372070
	Iteration 49Q: 3 clusters Score -1303408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1303414.625000 Penalty: 4443.372070
	Iteration 50Q: 3 clusters Score -1303415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1303422.375000 Penalty: 4443.372070
	Iteration 51Q: 3 clusters Score -1303422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1303429.000000 Penalty: 4443.372070
	Iteration 52Q: 3 clusters Score -1303429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1303439.625000 Penalty: 4443.372070
	Iteration 53Q: 3 clusters Score -1303440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1303442.750000 Penalty: 4443.372070
	Iteration 54Q: 3 clusters Score -1303443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1303447.750000 Penalty: 4443.372070
	Iteration 55Q: 3 clusters Score -1303448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1303451.875000 Penalty: 4443.372070
	Iteration 56Q: 3 clusters Score -1303452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1303455.875000 Penalty: 4443.372070
	Iteration 57Q: 3 clusters Score -1303456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1303460.750000 Penalty: 4443.372070
	Iteration 58Q: 3 clusters Score -1303461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1303462.375000 Penalty: 4443.372070
	Iteration 59Q: 3 clusters Score -1303462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1303466.125000 Penalty: 4443.372070
	Iteration 60F: 3 clusters Score -1303466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1303466.875000 Penalty: 4443.372070
	Iteration 61Q: 3 clusters Score -1303467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1303468.500000 Penalty: 4443.372070
	Iteration 62Q: 3 clusters Score -1303468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1303469.375000 Penalty: 4443.372070
	Iteration 63Q: 3 clusters Score -1303469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1303471.500000 Penalty: 4443.372070
	Iteration 64Q: 3 clusters Score -1303472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1303471.875000 Penalty: 4443.372070
	Iteration 65Q: 3 clusters Score -1303472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1303474.500000 Penalty: 4443.372070
	Iteration 66Q: 3 clusters Score -1303474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1303474.500000 Penalty: 4443.372070
	Iteration 67Q: 3 clusters Score -1303474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1303478.000000 Penalty: 4443.372070
	Iteration 68Q: 3 clusters Score -1303478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1303478.375000 Penalty: 4443.372070
	Iteration 69Q: 3 clusters Score -1303478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1303479.125000 Penalty: 4443.372070
	Iteration 70Q: 3 clusters Score -1303479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1303480.125000 Penalty: 4443.372070
	Iteration 71Q: 3 clusters Score -1303480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1303481.500000 Penalty: 4443.372070
	Iteration 72Q: 3 clusters Score -1303482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1303481.500000 Penalty: 4443.372070
	Iteration 73F: 3 clusters Score -1303482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 36292 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60329 members 
Mstep: Class 5 contains 36606 members 
Mstep: Class 6 contains 5548 members 
Mstep: Class 7 contains 7657 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 30465 members 
Mstep: Class 10 contains 161 members 
Mstep: Class 11 contains 7362 members 
Mstep: Class 12 contains 34135 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 10364 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66162 members 
Mstep: Class 18 contains 4541 members 
Mstep: Class 19 contains 13777 members 
Mstep: Class 20 contains 75174 members 
Mstep: Class 21 contains 12321 members 
Mstep: Class 22 contains 20766 members 
Mstep: Class 23 contains 5311 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 26 contains 6174 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6271 members 
Mstep: Class 31 contains 11271 members 
Mstep: Class 32 contains 11104 members 
Mstep: Class 33 contains 4472 members 
Mstep: Class 34 contains 56863 members 
Mstep: Class 35 contains 11759 members 
Mstep: Class 36 contains 4284 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52807 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 13495 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 693 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115046512.000000 Penalty: 156896.109375
Iteration 199Q: 48 clusters Score -1.150465e+08 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 36593 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60328 members 
Mstep: Class 5 contains 36738 members 
Mstep: Class 6 contains 5546 members 
Mstep: Class 7 contains 7657 members 
Mstep: Class 8 contains 1924 members 
Mstep: Class 9 contains 30484 members 
Mstep: Class 10 contains 161 members 
Mstep: Class 11 contains 7422 members 
Mstep: Class 12 contains 34228 members 
Mstep: Class 13 contains 3620 members 
Mstep: Class 14 contains 10364 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 66039 members 
Mstep: Class 18 contains 4541 members 
Mstep: Class 19 contains 13755 members 
Mstep: Class 20 contains 75237 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 20808 members 
Mstep: Class 23 contains 5316 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 3764 members 
Mstep: Class 26 contains 6243 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12318 members 
Mstep: Class 29 contains 2916 members 
Mstep: Class 30 contains 6271 members 
Mstep: Class 31 contains 11325 members 
Mstep: Class 32 contains 11145 members 
Mstep: Class 33 contains 4469 members 
Mstep: Class 34 contains 56986 members 
Mstep: Class 35 contains 11800 members 
Mstep: Class 36 contains 4318 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 52799 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 13540 members 
Mstep: Class 42 contains 1429 members 
Mstep: Class 43 contains 693 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7788 members 
Mstep: Class 47 contains 16747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049528.000000 Penalty: 156896.109375
Iteration 200F: 48 clusters Score -1.150495e+08 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 36595 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60349 members 
Mstep: Class 5 contains 36284 members 
Mstep: Class 6 contains 5548 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1923 members 
Mstep: Class 9 contains 30513 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7446 members 
Mstep: Class 12 contains 34125 members 
Mstep: Class 13 contains 3617 members 
Mstep: Class 14 contains 10360 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 65948 members 
Mstep: Class 18 contains 4536 members 
Mstep: Class 19 contains 13754 members 
Mstep: Class 20 contains 75218 members 
Mstep: Class 21 contains 13182 members 
Mstep: Class 22 contains 20775 members 
Mstep: Class 23 contains 5293 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3867 members 
Mstep: Class 26 contains 6252 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12317 members 
Mstep: Class 29 contains 2916 members 
Mstep: Class 30 contains 6270 members 
Mstep: Class 31 contains 11343 members 
Mstep: Class 32 contains 11156 members 
Mstep: Class 33 contains 4480 members 
Mstep: Class 34 contains 56887 members 
Mstep: Class 35 contains 11793 members 
Mstep: Class 36 contains 4321 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2395 members 
Mstep: Class 39 contains 52796 members 
Mstep: Class 40 contains 2013 members 
Mstep: Class 41 contains 13589 members 
Mstep: Class 42 contains 1423 members 
Mstep: Class 43 contains 693 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7803 members 
Mstep: Class 47 contains 17010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115050776.000000 Penalty: 156896.109375
Iteration 201Q: 48 clusters Score -1.150508e+08 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 36665 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60371 members 
Mstep: Class 5 contains 35948 members 
Mstep: Class 6 contains 5548 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 1925 members 
Mstep: Class 9 contains 30551 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7447 members 
Mstep: Class 12 contains 34089 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 14 contains 10353 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 65855 members 
Mstep: Class 18 contains 4543 members 
Mstep: Class 19 contains 13741 members 
Mstep: Class 20 contains 75211 members 
Mstep: Class 21 contains 13528 members 
Mstep: Class 22 contains 20795 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3884 members 
Mstep: Class 26 contains 6265 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12319 members 
Mstep: Class 29 contains 2916 members 
Mstep: Class 30 contains 6268 members 
Mstep: Class 31 contains 11372 members 
Mstep: Class 32 contains 11170 members 
Mstep: Class 33 contains 4492 members 
Mstep: Class 34 contains 56712 members 
Mstep: Class 35 contains 11768 members 
Mstep: Class 36 contains 4330 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2395 members 
Mstep: Class 39 contains 52793 members 
Mstep: Class 40 contains 2014 members 
Mstep: Class 41 contains 13634 members 
Mstep: Class 42 contains 1426 members 
Mstep: Class 43 contains 695 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7815 members 
Mstep: Class 47 contains 17090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115051288.000000 Penalty: 156896.109375
Iteration 202Q: 48 clusters Score -1.150513e+08 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 36737 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60383 members 
Mstep: Class 5 contains 35670 members 
Mstep: Class 6 contains 5551 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1926 members 
Mstep: Class 9 contains 30582 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7437 members 
Mstep: Class 12 contains 34096 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 10353 members 
Mstep: Class 15 contains 3974 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 65767 members 
Mstep: Class 18 contains 4554 members 
Mstep: Class 19 contains 13747 members 
Mstep: Class 20 contains 75196 members 
Mstep: Class 21 contains 13829 members 
Mstep: Class 22 contains 20819 members 
Mstep: Class 23 contains 5295 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3874 members 
Mstep: Class 26 contains 6283 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12323 members 
Mstep: Class 29 contains 2917 members 
Mstep: Class 30 contains 6266 members 
Mstep: Class 31 contains 11397 members 
Mstep: Class 32 contains 11178 members 
Mstep: Class 33 contains 4507 members 
Mstep: Class 34 contains 56546 members 
Mstep: Class 35 contains 11762 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2396 members 
Mstep: Class 39 contains 52789 members 
Mstep: Class 40 contains 2015 members 
Mstep: Class 41 contains 13688 members 
Mstep: Class 42 contains 1430 members 
Mstep: Class 43 contains 696 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7814 members 
Mstep: Class 47 contains 17110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115051576.000000 Penalty: 156896.109375
Iteration 203Q: 48 clusters Score -1.150516e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 36811 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60397 members 
Mstep: Class 5 contains 35457 members 
Mstep: Class 6 contains 5557 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1926 members 
Mstep: Class 9 contains 30618 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 34096 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 65670 members 
Mstep: Class 18 contains 4568 members 
Mstep: Class 19 contains 13746 members 
Mstep: Class 20 contains 75180 members 
Mstep: Class 21 contains 14111 members 
Mstep: Class 22 contains 20840 members 
Mstep: Class 23 contains 5297 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3848 members 
Mstep: Class 26 contains 6289 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12322 members 
Mstep: Class 29 contains 2918 members 
Mstep: Class 30 contains 6262 members 
Mstep: Class 31 contains 11420 members 
Mstep: Class 32 contains 11184 members 
Mstep: Class 33 contains 4516 members 
Mstep: Class 34 contains 56386 members 
Mstep: Class 35 contains 11770 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52793 members 
Mstep: Class 40 contains 2013 members 
Mstep: Class 41 contains 13749 members 
Mstep: Class 42 contains 1429 members 
Mstep: Class 43 contains 696 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7812 members 
Mstep: Class 47 contains 17115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052112.000000 Penalty: 156896.109375
Iteration 204Q: 48 clusters Score -1.150521e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 36857 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60400 members 
Mstep: Class 5 contains 35272 members 
Mstep: Class 6 contains 5560 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1926 members 
Mstep: Class 9 contains 30639 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7429 members 
Mstep: Class 12 contains 34112 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 14 contains 10364 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 65592 members 
Mstep: Class 18 contains 4575 members 
Mstep: Class 19 contains 13745 members 
Mstep: Class 20 contains 75187 members 
Mstep: Class 21 contains 14352 members 
Mstep: Class 22 contains 20858 members 
Mstep: Class 23 contains 5300 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3834 members 
Mstep: Class 26 contains 6290 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12324 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 6262 members 
Mstep: Class 31 contains 11440 members 
Mstep: Class 32 contains 11183 members 
Mstep: Class 33 contains 4529 members 
Mstep: Class 34 contains 56233 members 
Mstep: Class 35 contains 11772 members 
Mstep: Class 36 contains 4339 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52794 members 
Mstep: Class 40 contains 2013 members 
Mstep: Class 41 contains 13818 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 696 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7810 members 
Mstep: Class 47 contains 17116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052168.000000 Penalty: 156896.109375
Iteration 205Q: 48 clusters Score -1.150522e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 36893 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60411 members 
Mstep: Class 5 contains 35152 members 
Mstep: Class 6 contains 5561 members 
Mstep: Class 7 contains 7656 members 
Mstep: Class 8 contains 1926 members 
Mstep: Class 9 contains 30664 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 34113 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 14 contains 10362 members 
Mstep: Class 15 contains 3974 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 65507 members 
Mstep: Class 18 contains 4578 members 
Mstep: Class 19 contains 13744 members 
Mstep: Class 20 contains 75190 members 
Mstep: Class 21 contains 14570 members 
Mstep: Class 22 contains 20863 members 
Mstep: Class 23 contains 5304 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3810 members 
Mstep: Class 26 contains 6286 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12322 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 6262 members 
Mstep: Class 31 contains 11459 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 4545 members 
Mstep: Class 34 contains 56086 members 
Mstep: Class 35 contains 11772 members 
Mstep: Class 36 contains 4343 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52793 members 
Mstep: Class 40 contains 2015 members 
Mstep: Class 41 contains 13878 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 696 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7813 members 
Mstep: Class 47 contains 17111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052336.000000 Penalty: 156896.109375
Iteration 206Q: 48 clusters Score -1.150523e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 36927 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60418 members 
Mstep: Class 5 contains 35028 members 
Mstep: Class 6 contains 5563 members 
Mstep: Class 7 contains 7659 members 
Mstep: Class 8 contains 1926 members 
Mstep: Class 9 contains 30689 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 34129 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 14 contains 10363 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 65431 members 
Mstep: Class 18 contains 4580 members 
Mstep: Class 19 contains 13745 members 
Mstep: Class 20 contains 75198 members 
Mstep: Class 21 contains 14782 members 
Mstep: Class 22 contains 20844 members 
Mstep: Class 23 contains 5313 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 3788 members 
Mstep: Class 26 contains 6293 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12323 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 6263 members 
Mstep: Class 31 contains 11475 members 
Mstep: Class 32 contains 11199 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 55938 members 
Mstep: Class 35 contains 11775 members 
Mstep: Class 36 contains 4343 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52793 members 
Mstep: Class 40 contains 2016 members 
Mstep: Class 41 contains 13933 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 696 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7813 members 
Mstep: Class 47 contains 17126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052504.000000 Penalty: 156896.109375
Iteration 207Q: 48 clusters Score -1.150525e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 36945 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60433 members 
Mstep: Class 5 contains 34930 members 
Mstep: Class 6 contains 5563 members 
Mstep: Class 7 contains 7662 members 
Mstep: Class 8 contains 1926 members 
Mstep: Class 9 contains 30697 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7424 members 
Mstep: Class 12 contains 34142 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 14 contains 10369 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 65343 members 
Mstep: Class 18 contains 4583 members 
Mstep: Class 19 contains 13744 members 
Mstep: Class 20 contains 75193 members 
Mstep: Class 21 contains 14997 members 
Mstep: Class 22 contains 20835 members 
Mstep: Class 23 contains 5317 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3783 members 
Mstep: Class 26 contains 6301 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12321 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 6263 members 
Mstep: Class 31 contains 11475 members 
Mstep: Class 32 contains 11206 members 
Mstep: Class 33 contains 4567 members 
Mstep: Class 34 contains 55801 members 
Mstep: Class 35 contains 11776 members 
Mstep: Class 36 contains 4339 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52793 members 
Mstep: Class 40 contains 2016 members 
Mstep: Class 41 contains 13995 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 696 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7812 members 
Mstep: Class 47 contains 17133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052536.000000 Penalty: 156896.109375
Iteration 208Q: 48 clusters Score -1.150525e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 36965 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60430 members 
Mstep: Class 5 contains 34841 members 
Mstep: Class 6 contains 5569 members 
Mstep: Class 7 contains 7666 members 
Mstep: Class 8 contains 1926 members 
Mstep: Class 9 contains 30713 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7421 members 
Mstep: Class 12 contains 34162 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 14 contains 10376 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 65261 members 
Mstep: Class 18 contains 4584 members 
Mstep: Class 19 contains 13743 members 
Mstep: Class 20 contains 75183 members 
Mstep: Class 21 contains 15191 members 
Mstep: Class 22 contains 20821 members 
Mstep: Class 23 contains 5326 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3775 members 
Mstep: Class 26 contains 6306 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12324 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 6263 members 
Mstep: Class 31 contains 11482 members 
Mstep: Class 32 contains 11208 members 
Mstep: Class 33 contains 4585 members 
Mstep: Class 34 contains 55664 members 
Mstep: Class 35 contains 11785 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52794 members 
Mstep: Class 40 contains 2016 members 
Mstep: Class 41 contains 14056 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 697 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7805 members 
Mstep: Class 47 contains 17137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052632.000000 Penalty: 156896.109375
Iteration 209Q: 48 clusters Score -1.150526e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 36979 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60432 members 
Mstep: Class 5 contains 34777 members 
Mstep: Class 6 contains 5571 members 
Mstep: Class 7 contains 7666 members 
Mstep: Class 8 contains 1925 members 
Mstep: Class 9 contains 30730 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 34194 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 14 contains 10380 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 65181 members 
Mstep: Class 18 contains 4588 members 
Mstep: Class 19 contains 13746 members 
Mstep: Class 20 contains 75178 members 
Mstep: Class 21 contains 15357 members 
Mstep: Class 22 contains 20811 members 
Mstep: Class 23 contains 5335 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3775 members 
Mstep: Class 26 contains 6306 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12323 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 6264 members 
Mstep: Class 31 contains 11489 members 
Mstep: Class 32 contains 11213 members 
Mstep: Class 33 contains 4603 members 
Mstep: Class 34 contains 55535 members 
Mstep: Class 35 contains 11791 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52794 members 
Mstep: Class 40 contains 2016 members 
Mstep: Class 41 contains 14122 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 697 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7799 members 
Mstep: Class 47 contains 17119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052768.000000 Penalty: 156896.109375
Iteration 210Q: 48 clusters Score -1.150528e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 36997 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60456 members 
Mstep: Class 5 contains 34726 members 
Mstep: Class 6 contains 5571 members 
Mstep: Class 7 contains 7665 members 
Mstep: Class 8 contains 1924 members 
Mstep: Class 9 contains 30744 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7416 members 
Mstep: Class 12 contains 34210 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 14 contains 10382 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 65087 members 
Mstep: Class 18 contains 4593 members 
Mstep: Class 19 contains 13745 members 
Mstep: Class 20 contains 75185 members 
Mstep: Class 21 contains 15524 members 
Mstep: Class 22 contains 20811 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3768 members 
Mstep: Class 26 contains 6309 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12324 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 6266 members 
Mstep: Class 31 contains 11493 members 
Mstep: Class 32 contains 11218 members 
Mstep: Class 33 contains 4608 members 
Mstep: Class 34 contains 55387 members 
Mstep: Class 35 contains 11789 members 
Mstep: Class 36 contains 4336 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52792 members 
Mstep: Class 40 contains 2016 members 
Mstep: Class 41 contains 14199 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 699 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7796 members 
Mstep: Class 47 contains 17108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052736.000000 Penalty: 156896.109375
Iteration 211Q: 48 clusters Score -1.150527e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 37006 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60458 members 
Mstep: Class 5 contains 34693 members 
Mstep: Class 6 contains 5573 members 
Mstep: Class 7 contains 7665 members 
Mstep: Class 8 contains 1924 members 
Mstep: Class 9 contains 30759 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7419 members 
Mstep: Class 12 contains 34219 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 10383 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 65023 members 
Mstep: Class 18 contains 4598 members 
Mstep: Class 19 contains 13747 members 
Mstep: Class 20 contains 75185 members 
Mstep: Class 21 contains 15691 members 
Mstep: Class 22 contains 20808 members 
Mstep: Class 23 contains 5342 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3765 members 
Mstep: Class 26 contains 6308 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12326 members 
Mstep: Class 29 contains 2918 members 
Mstep: Class 30 contains 6265 members 
Mstep: Class 31 contains 11499 members 
Mstep: Class 32 contains 11216 members 
Mstep: Class 33 contains 4614 members 
Mstep: Class 34 contains 55243 members 
Mstep: Class 35 contains 11785 members 
Mstep: Class 36 contains 4342 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52796 members 
Mstep: Class 40 contains 2016 members 
Mstep: Class 41 contains 14277 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 700 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7792 members 
Mstep: Class 47 contains 17086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052632.000000 Penalty: 156896.109375
Iteration 212Q: 48 clusters Score -1.150526e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 37026 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60442 members 
Mstep: Class 5 contains 34656 members 
Mstep: Class 6 contains 5578 members 
Mstep: Class 7 contains 7664 members 
Mstep: Class 8 contains 1924 members 
Mstep: Class 9 contains 30774 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7419 members 
Mstep: Class 12 contains 34227 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10383 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 64943 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13746 members 
Mstep: Class 20 contains 75191 members 
Mstep: Class 21 contains 15818 members 
Mstep: Class 22 contains 20800 members 
Mstep: Class 23 contains 5348 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3770 members 
Mstep: Class 26 contains 6311 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12328 members 
Mstep: Class 29 contains 2918 members 
Mstep: Class 30 contains 6264 members 
Mstep: Class 31 contains 11501 members 
Mstep: Class 32 contains 11221 members 
Mstep: Class 33 contains 4625 members 
Mstep: Class 34 contains 55121 members 
Mstep: Class 35 contains 11788 members 
Mstep: Class 36 contains 4345 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52798 members 
Mstep: Class 40 contains 2016 members 
Mstep: Class 41 contains 14378 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 700 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7791 members 
Mstep: Class 47 contains 17074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052632.000000 Penalty: 156896.109375
Iteration 213Q: 48 clusters Score -1.150526e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 37039 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60420 members 
Mstep: Class 5 contains 34618 members 
Mstep: Class 6 contains 5581 members 
Mstep: Class 7 contains 7662 members 
Mstep: Class 8 contains 1924 members 
Mstep: Class 9 contains 30790 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7418 members 
Mstep: Class 12 contains 34243 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10385 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 64867 members 
Mstep: Class 18 contains 4603 members 
Mstep: Class 19 contains 13747 members 
Mstep: Class 20 contains 75194 members 
Mstep: Class 21 contains 15944 members 
Mstep: Class 22 contains 20786 members 
Mstep: Class 23 contains 5355 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12330 members 
Mstep: Class 29 contains 2918 members 
Mstep: Class 30 contains 6263 members 
Mstep: Class 31 contains 11514 members 
Mstep: Class 32 contains 11224 members 
Mstep: Class 33 contains 4637 members 
Mstep: Class 34 contains 55008 members 
Mstep: Class 35 contains 11786 members 
Mstep: Class 36 contains 4343 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52796 members 
Mstep: Class 40 contains 2016 members 
Mstep: Class 41 contains 14478 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 701 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7790 members 
Mstep: Class 47 contains 17067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052608.000000 Penalty: 156896.109375
Iteration 214Q: 48 clusters Score -1.150526e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 37048 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60401 members 
Mstep: Class 5 contains 34576 members 
Mstep: Class 6 contains 5592 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1923 members 
Mstep: Class 9 contains 30808 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7418 members 
Mstep: Class 12 contains 34255 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10385 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 64782 members 
Mstep: Class 18 contains 4606 members 
Mstep: Class 19 contains 13746 members 
Mstep: Class 20 contains 75206 members 
Mstep: Class 21 contains 16060 members 
Mstep: Class 22 contains 20780 members 
Mstep: Class 23 contains 5366 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3776 members 
Mstep: Class 26 contains 6312 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12331 members 
Mstep: Class 29 contains 2918 members 
Mstep: Class 30 contains 6261 members 
Mstep: Class 31 contains 11523 members 
Mstep: Class 32 contains 11230 members 
Mstep: Class 33 contains 4650 members 
Mstep: Class 34 contains 54888 members 
Mstep: Class 35 contains 11791 members 
Mstep: Class 36 contains 4340 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52797 members 
Mstep: Class 40 contains 2016 members 
Mstep: Class 41 contains 14587 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 702 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7789 members 
Mstep: Class 47 contains 17054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052792.000000 Penalty: 156896.109375
Iteration 215Q: 48 clusters Score -1.150528e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 37057 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60372 members 
Mstep: Class 5 contains 34546 members 
Mstep: Class 6 contains 5595 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 30823 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7417 members 
Mstep: Class 12 contains 34263 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10386 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 64734 members 
Mstep: Class 18 contains 4608 members 
Mstep: Class 19 contains 13749 members 
Mstep: Class 20 contains 75220 members 
Mstep: Class 21 contains 16168 members 
Mstep: Class 22 contains 20764 members 
Mstep: Class 23 contains 5376 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 6311 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12328 members 
Mstep: Class 29 contains 2918 members 
Mstep: Class 30 contains 6261 members 
Mstep: Class 31 contains 11525 members 
Mstep: Class 32 contains 11235 members 
Mstep: Class 33 contains 4658 members 
Mstep: Class 34 contains 54781 members 
Mstep: Class 35 contains 11790 members 
Mstep: Class 36 contains 4336 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52799 members 
Mstep: Class 40 contains 2017 members 
Mstep: Class 41 contains 14690 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 702 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7786 members 
Mstep: Class 47 contains 17051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052840.000000 Penalty: 156896.109375
Iteration 216Q: 48 clusters Score -1.150528e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 37076 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60357 members 
Mstep: Class 5 contains 34520 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 30834 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7417 members 
Mstep: Class 12 contains 34268 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10388 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 64670 members 
Mstep: Class 18 contains 4609 members 
Mstep: Class 19 contains 13751 members 
Mstep: Class 20 contains 75230 members 
Mstep: Class 21 contains 16263 members 
Mstep: Class 22 contains 20753 members 
Mstep: Class 23 contains 5381 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3775 members 
Mstep: Class 26 contains 6312 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12323 members 
Mstep: Class 29 contains 2918 members 
Mstep: Class 30 contains 6260 members 
Mstep: Class 31 contains 11535 members 
Mstep: Class 32 contains 11235 members 
Mstep: Class 33 contains 4671 members 
Mstep: Class 34 contains 54676 members 
Mstep: Class 35 contains 11790 members 
Mstep: Class 36 contains 4327 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52804 members 
Mstep: Class 40 contains 2018 members 
Mstep: Class 41 contains 14782 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 702 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7784 members 
Mstep: Class 47 contains 17056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052848.000000 Penalty: 156896.109375
Iteration 217Q: 48 clusters Score -1.150528e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 37082 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60338 members 
Mstep: Class 5 contains 34495 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 30859 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7416 members 
Mstep: Class 12 contains 34277 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10389 members 
Mstep: Class 15 contains 3978 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 64628 members 
Mstep: Class 18 contains 4612 members 
Mstep: Class 19 contains 13753 members 
Mstep: Class 20 contains 75244 members 
Mstep: Class 21 contains 16359 members 
Mstep: Class 22 contains 20738 members 
Mstep: Class 23 contains 5388 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3777 members 
Mstep: Class 26 contains 6311 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12320 members 
Mstep: Class 29 contains 2918 members 
Mstep: Class 30 contains 6260 members 
Mstep: Class 31 contains 11545 members 
Mstep: Class 32 contains 11230 members 
Mstep: Class 33 contains 4686 members 
Mstep: Class 34 contains 54565 members 
Mstep: Class 35 contains 11791 members 
Mstep: Class 36 contains 4326 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52805 members 
Mstep: Class 40 contains 2019 members 
Mstep: Class 41 contains 14868 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 702 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7782 members 
Mstep: Class 47 contains 17051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052800.000000 Penalty: 156896.109375
Iteration 218Q: 48 clusters Score -1.150528e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 37086 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60331 members 
Mstep: Class 5 contains 34475 members 
Mstep: Class 6 contains 5614 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1920 members 
Mstep: Class 9 contains 30872 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7416 members 
Mstep: Class 12 contains 34279 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10394 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 64568 members 
Mstep: Class 18 contains 4613 members 
Mstep: Class 19 contains 13753 members 
Mstep: Class 20 contains 75252 members 
Mstep: Class 21 contains 16452 members 
Mstep: Class 22 contains 20726 members 
Mstep: Class 23 contains 5395 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3778 members 
Mstep: Class 26 contains 6311 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12321 members 
Mstep: Class 29 contains 2918 members 
Mstep: Class 30 contains 6260 members 
Mstep: Class 31 contains 11554 members 
Mstep: Class 32 contains 11236 members 
Mstep: Class 33 contains 4696 members 
Mstep: Class 34 contains 54472 members 
Mstep: Class 35 contains 11781 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52810 members 
Mstep: Class 40 contains 2019 members 
Mstep: Class 41 contains 14951 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 702 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7780 members 
Mstep: Class 47 contains 17050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052856.000000 Penalty: 156896.109375
Iteration 219Q: 48 clusters Score -1.150529e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 37097 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60323 members 
Mstep: Class 5 contains 34462 members 
Mstep: Class 6 contains 5627 members 
Mstep: Class 7 contains 7662 members 
Mstep: Class 8 contains 1920 members 
Mstep: Class 9 contains 30880 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7416 members 
Mstep: Class 12 contains 34278 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10393 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 64501 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 19 contains 13751 members 
Mstep: Class 20 contains 75256 members 
Mstep: Class 21 contains 16524 members 
Mstep: Class 22 contains 20731 members 
Mstep: Class 23 contains 5403 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3779 members 
Mstep: Class 26 contains 6312 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12320 members 
Mstep: Class 29 contains 2918 members 
Mstep: Class 30 contains 6260 members 
Mstep: Class 31 contains 11566 members 
Mstep: Class 32 contains 11236 members 
Mstep: Class 33 contains 4708 members 
Mstep: Class 34 contains 54390 members 
Mstep: Class 35 contains 11777 members 
Mstep: Class 36 contains 4336 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52808 members 
Mstep: Class 40 contains 2020 members 
Mstep: Class 41 contains 15035 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 702 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7779 members 
Mstep: Class 47 contains 17042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052744.000000 Penalty: 156896.109375
Iteration 220F: 48 clusters Score -1.150527e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 37108 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60313 members 
Mstep: Class 5 contains 34447 members 
Mstep: Class 6 contains 5638 members 
Mstep: Class 7 contains 7662 members 
Mstep: Class 8 contains 1920 members 
Mstep: Class 9 contains 30890 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 34277 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10394 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 64440 members 
Mstep: Class 18 contains 4619 members 
Mstep: Class 19 contains 13750 members 
Mstep: Class 20 contains 75260 members 
Mstep: Class 21 contains 16604 members 
Mstep: Class 22 contains 20734 members 
Mstep: Class 23 contains 5412 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3780 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12319 members 
Mstep: Class 29 contains 2918 members 
Mstep: Class 30 contains 6259 members 
Mstep: Class 31 contains 11575 members 
Mstep: Class 32 contains 11236 members 
Mstep: Class 33 contains 4725 members 
Mstep: Class 34 contains 54314 members 
Mstep: Class 35 contains 11776 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52814 members 
Mstep: Class 40 contains 2020 members 
Mstep: Class 41 contains 15105 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 702 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7777 members 
Mstep: Class 47 contains 17036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052832.000000 Penalty: 156896.109375
Iteration 221Q: 48 clusters Score -1.150528e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 37111 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60310 members 
Mstep: Class 5 contains 34428 members 
Mstep: Class 6 contains 5643 members 
Mstep: Class 7 contains 7662 members 
Mstep: Class 8 contains 1920 members 
Mstep: Class 9 contains 30901 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 34277 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10392 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 64384 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 19 contains 13750 members 
Mstep: Class 20 contains 75267 members 
Mstep: Class 21 contains 16675 members 
Mstep: Class 22 contains 20725 members 
Mstep: Class 23 contains 5416 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3785 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7221 members 
Mstep: Class 28 contains 12319 members 
Mstep: Class 29 contains 2918 members 
Mstep: Class 30 contains 6258 members 
Mstep: Class 31 contains 11579 members 
Mstep: Class 32 contains 11236 members 
Mstep: Class 33 contains 4739 members 
Mstep: Class 34 contains 54249 members 
Mstep: Class 35 contains 11771 members 
Mstep: Class 36 contains 4340 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52817 members 
Mstep: Class 40 contains 2021 members 
Mstep: Class 41 contains 15183 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 702 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7777 members 
Mstep: Class 47 contains 17029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053016.000000 Penalty: 156896.109375
Iteration 222Q: 48 clusters Score -1.15053e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 37120 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60323 members 
Mstep: Class 5 contains 34413 members 
Mstep: Class 6 contains 5650 members 
Mstep: Class 7 contains 7662 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 30907 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 34275 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10392 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 64313 members 
Mstep: Class 18 contains 4626 members 
Mstep: Class 19 contains 13749 members 
Mstep: Class 20 contains 75278 members 
Mstep: Class 21 contains 16735 members 
Mstep: Class 22 contains 20716 members 
Mstep: Class 23 contains 5420 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 6312 members 
Mstep: Class 27 contains 7222 members 
Mstep: Class 28 contains 12320 members 
Mstep: Class 29 contains 2918 members 
Mstep: Class 30 contains 6258 members 
Mstep: Class 31 contains 11591 members 
Mstep: Class 32 contains 11238 members 
Mstep: Class 33 contains 4754 members 
Mstep: Class 34 contains 54188 members 
Mstep: Class 35 contains 11767 members 
Mstep: Class 36 contains 4348 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52819 members 
Mstep: Class 40 contains 2023 members 
Mstep: Class 41 contains 15244 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 702 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7777 members 
Mstep: Class 47 contains 17019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053224.000000 Penalty: 156896.109375
Iteration 223Q: 48 clusters Score -1.150532e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 37142 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60312 members 
Mstep: Class 5 contains 34400 members 
Mstep: Class 6 contains 5657 members 
Mstep: Class 7 contains 7662 members 
Mstep: Class 8 contains 1918 members 
Mstep: Class 9 contains 30911 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7416 members 
Mstep: Class 12 contains 34278 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10392 members 
Mstep: Class 15 contains 3980 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 64263 members 
Mstep: Class 18 contains 4628 members 
Mstep: Class 19 contains 13750 members 
Mstep: Class 20 contains 75281 members 
Mstep: Class 21 contains 16786 members 
Mstep: Class 22 contains 20719 members 
Mstep: Class 23 contains 5429 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3788 members 
Mstep: Class 26 contains 6312 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 12325 members 
Mstep: Class 29 contains 2918 members 
Mstep: Class 30 contains 6258 members 
Mstep: Class 31 contains 11593 members 
Mstep: Class 32 contains 11237 members 
Mstep: Class 33 contains 4767 members 
Mstep: Class 34 contains 54137 members 
Mstep: Class 35 contains 11762 members 
Mstep: Class 36 contains 4355 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52817 members 
Mstep: Class 40 contains 2025 members 
Mstep: Class 41 contains 15316 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 702 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7777 members 
Mstep: Class 47 contains 17002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053344.000000 Penalty: 156896.109375
Iteration 224Q: 48 clusters Score -1.150533e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 37150 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60297 members 
Mstep: Class 5 contains 34388 members 
Mstep: Class 6 contains 5663 members 
Mstep: Class 7 contains 7662 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 30905 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 34280 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10390 members 
Mstep: Class 15 contains 3980 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 64215 members 
Mstep: Class 18 contains 4631 members 
Mstep: Class 19 contains 13752 members 
Mstep: Class 20 contains 75289 members 
Mstep: Class 21 contains 16835 members 
Mstep: Class 22 contains 20721 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12333 members 
Mstep: Class 29 contains 2918 members 
Mstep: Class 30 contains 6258 members 
Mstep: Class 31 contains 11592 members 
Mstep: Class 32 contains 11237 members 
Mstep: Class 33 contains 4781 members 
Mstep: Class 34 contains 54109 members 
Mstep: Class 35 contains 11757 members 
Mstep: Class 36 contains 4363 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52815 members 
Mstep: Class 40 contains 2026 members 
Mstep: Class 41 contains 15388 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 703 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7774 members 
Mstep: Class 47 contains 16984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053352.000000 Penalty: 156896.109375
Iteration 225Q: 48 clusters Score -1.150534e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 37164 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60296 members 
Mstep: Class 5 contains 34374 members 
Mstep: Class 6 contains 5669 members 
Mstep: Class 7 contains 7662 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 30903 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 34280 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10389 members 
Mstep: Class 15 contains 3981 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 64162 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 13750 members 
Mstep: Class 20 contains 75296 members 
Mstep: Class 21 contains 16869 members 
Mstep: Class 22 contains 20724 members 
Mstep: Class 23 contains 5450 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3789 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12333 members 
Mstep: Class 29 contains 2918 members 
Mstep: Class 30 contains 6258 members 
Mstep: Class 31 contains 11592 members 
Mstep: Class 32 contains 11247 members 
Mstep: Class 33 contains 4794 members 
Mstep: Class 34 contains 54072 members 
Mstep: Class 35 contains 11744 members 
Mstep: Class 36 contains 4379 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52815 members 
Mstep: Class 40 contains 2025 members 
Mstep: Class 41 contains 15454 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 703 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7773 members 
Mstep: Class 47 contains 16972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053736.000000 Penalty: 156896.109375
Iteration 226Q: 48 clusters Score -1.150537e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 37171 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60277 members 
Mstep: Class 5 contains 34365 members 
Mstep: Class 6 contains 5671 members 
Mstep: Class 7 contains 7662 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 30905 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 34280 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10387 members 
Mstep: Class 15 contains 3981 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 64127 members 
Mstep: Class 18 contains 4637 members 
Mstep: Class 19 contains 13751 members 
Mstep: Class 20 contains 75301 members 
Mstep: Class 21 contains 16899 members 
Mstep: Class 22 contains 20724 members 
Mstep: Class 23 contains 5462 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12333 members 
Mstep: Class 29 contains 2918 members 
Mstep: Class 30 contains 6259 members 
Mstep: Class 31 contains 11598 members 
Mstep: Class 32 contains 11250 members 
Mstep: Class 33 contains 4802 members 
Mstep: Class 34 contains 54040 members 
Mstep: Class 35 contains 11737 members 
Mstep: Class 36 contains 4385 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52811 members 
Mstep: Class 40 contains 2024 members 
Mstep: Class 41 contains 15532 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 704 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7774 members 
Mstep: Class 47 contains 16961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053832.000000 Penalty: 156896.109375
Iteration 227Q: 48 clusters Score -1.150538e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 37181 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60253 members 
Mstep: Class 5 contains 34361 members 
Mstep: Class 6 contains 5678 members 
Mstep: Class 7 contains 7662 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 30902 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 34275 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10388 members 
Mstep: Class 15 contains 3982 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 64092 members 
Mstep: Class 18 contains 4637 members 
Mstep: Class 19 contains 13751 members 
Mstep: Class 20 contains 75307 members 
Mstep: Class 21 contains 16923 members 
Mstep: Class 22 contains 20723 members 
Mstep: Class 23 contains 5469 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12335 members 
Mstep: Class 29 contains 2918 members 
Mstep: Class 30 contains 6259 members 
Mstep: Class 31 contains 11600 members 
Mstep: Class 32 contains 11252 members 
Mstep: Class 33 contains 4811 members 
Mstep: Class 34 contains 54016 members 
Mstep: Class 35 contains 11732 members 
Mstep: Class 36 contains 4389 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52812 members 
Mstep: Class 40 contains 2024 members 
Mstep: Class 41 contains 15602 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 705 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7773 members 
Mstep: Class 47 contains 16952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053808.000000 Penalty: 156896.109375
Iteration 228Q: 48 clusters Score -1.150538e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 37186 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60236 members 
Mstep: Class 5 contains 34356 members 
Mstep: Class 6 contains 5682 members 
Mstep: Class 7 contains 7662 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 30908 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 34268 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10387 members 
Mstep: Class 15 contains 3982 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 64049 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 13753 members 
Mstep: Class 20 contains 75308 members 
Mstep: Class 21 contains 16937 members 
Mstep: Class 22 contains 20711 members 
Mstep: Class 23 contains 5471 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12339 members 
Mstep: Class 29 contains 2918 members 
Mstep: Class 30 contains 6260 members 
Mstep: Class 31 contains 11605 members 
Mstep: Class 32 contains 11253 members 
Mstep: Class 33 contains 4822 members 
Mstep: Class 34 contains 54001 members 
Mstep: Class 35 contains 11724 members 
Mstep: Class 36 contains 4408 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52811 members 
Mstep: Class 40 contains 2024 members 
Mstep: Class 41 contains 15668 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 705 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7772 members 
Mstep: Class 47 contains 16949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053760.000000 Penalty: 156896.109375
Iteration 229Q: 48 clusters Score -1.150538e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 37194 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60238 members 
Mstep: Class 5 contains 34353 members 
Mstep: Class 6 contains 5687 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 30905 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 34265 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10388 members 
Mstep: Class 15 contains 3982 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63993 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 13754 members 
Mstep: Class 20 contains 75310 members 
Mstep: Class 21 contains 16960 members 
Mstep: Class 22 contains 20702 members 
Mstep: Class 23 contains 5473 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12341 members 
Mstep: Class 29 contains 2918 members 
Mstep: Class 30 contains 6260 members 
Mstep: Class 31 contains 11609 members 
Mstep: Class 32 contains 11250 members 
Mstep: Class 33 contains 4834 members 
Mstep: Class 34 contains 53988 members 
Mstep: Class 35 contains 11717 members 
Mstep: Class 36 contains 4418 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52810 members 
Mstep: Class 40 contains 2024 members 
Mstep: Class 41 contains 15722 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 705 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7772 members 
Mstep: Class 47 contains 16947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053736.000000 Penalty: 156896.109375
Iteration 230Q: 48 clusters Score -1.150537e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 37199 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60242 members 
Mstep: Class 5 contains 34348 members 
Mstep: Class 6 contains 5690 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 30903 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 34260 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10388 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63951 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 13752 members 
Mstep: Class 20 contains 75318 members 
Mstep: Class 21 contains 16977 members 
Mstep: Class 22 contains 20694 members 
Mstep: Class 23 contains 5476 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 6314 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12342 members 
Mstep: Class 29 contains 2918 members 
Mstep: Class 30 contains 6260 members 
Mstep: Class 31 contains 11612 members 
Mstep: Class 32 contains 11258 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 53970 members 
Mstep: Class 35 contains 11715 members 
Mstep: Class 36 contains 4422 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52809 members 
Mstep: Class 40 contains 2024 members 
Mstep: Class 41 contains 15760 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 705 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7772 members 
Mstep: Class 47 contains 16945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053688.000000 Penalty: 156896.109375
Iteration 231Q: 48 clusters Score -1.150537e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 37206 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60240 members 
Mstep: Class 5 contains 34343 members 
Mstep: Class 6 contains 5694 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 30903 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 34257 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10388 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63926 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 13752 members 
Mstep: Class 20 contains 75318 members 
Mstep: Class 21 contains 16987 members 
Mstep: Class 22 contains 20687 members 
Mstep: Class 23 contains 5479 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12342 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 6261 members 
Mstep: Class 31 contains 11612 members 
Mstep: Class 32 contains 11258 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 53958 members 
Mstep: Class 35 contains 11713 members 
Mstep: Class 36 contains 4427 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52809 members 
Mstep: Class 40 contains 2024 members 
Mstep: Class 41 contains 15798 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 705 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7772 members 
Mstep: Class 47 contains 16945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053768.000000 Penalty: 156896.109375
Iteration 232Q: 48 clusters Score -1.150538e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 37213 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60233 members 
Mstep: Class 5 contains 34338 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 30907 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 34255 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10388 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63894 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 13752 members 
Mstep: Class 20 contains 75321 members 
Mstep: Class 21 contains 16996 members 
Mstep: Class 22 contains 20692 members 
Mstep: Class 23 contains 5477 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12342 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 6260 members 
Mstep: Class 31 contains 11614 members 
Mstep: Class 32 contains 11254 members 
Mstep: Class 33 contains 4880 members 
Mstep: Class 34 contains 53941 members 
Mstep: Class 35 contains 11713 members 
Mstep: Class 36 contains 4431 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52805 members 
Mstep: Class 40 contains 2024 members 
Mstep: Class 41 contains 15839 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 705 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7772 members 
Mstep: Class 47 contains 16947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053848.000000 Penalty: 156896.109375
Iteration 233Q: 48 clusters Score -1.150538e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 37215 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60241 members 
Mstep: Class 5 contains 34332 members 
Mstep: Class 6 contains 5697 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 30907 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 34253 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10388 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63859 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 13751 members 
Mstep: Class 20 contains 75326 members 
Mstep: Class 21 contains 17007 members 
Mstep: Class 22 contains 20685 members 
Mstep: Class 23 contains 5480 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12346 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 6260 members 
Mstep: Class 31 contains 11617 members 
Mstep: Class 32 contains 11260 members 
Mstep: Class 33 contains 4894 members 
Mstep: Class 34 contains 53927 members 
Mstep: Class 35 contains 11714 members 
Mstep: Class 36 contains 4427 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52807 members 
Mstep: Class 40 contains 2024 members 
Mstep: Class 41 contains 15868 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 706 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7773 members 
Mstep: Class 47 contains 16948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053992.000000 Penalty: 156896.109375
Iteration 234Q: 48 clusters Score -1.15054e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 37219 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60231 members 
Mstep: Class 5 contains 34325 members 
Mstep: Class 6 contains 5700 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 30907 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 34254 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10391 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63835 members 
Mstep: Class 18 contains 4644 members 
Mstep: Class 19 contains 13750 members 
Mstep: Class 20 contains 75324 members 
Mstep: Class 21 contains 17023 members 
Mstep: Class 22 contains 20681 members 
Mstep: Class 23 contains 5482 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12346 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 6260 members 
Mstep: Class 31 contains 11622 members 
Mstep: Class 32 contains 11263 members 
Mstep: Class 33 contains 4904 members 
Mstep: Class 34 contains 53916 members 
Mstep: Class 35 contains 11711 members 
Mstep: Class 36 contains 4431 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52806 members 
Mstep: Class 40 contains 2024 members 
Mstep: Class 41 contains 15906 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 706 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7773 members 
Mstep: Class 47 contains 16945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053992.000000 Penalty: 156896.109375
Iteration 235Q: 48 clusters Score -1.15054e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 37225 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60211 members 
Mstep: Class 5 contains 34326 members 
Mstep: Class 6 contains 5702 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1920 members 
Mstep: Class 9 contains 30913 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 34254 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10392 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63824 members 
Mstep: Class 18 contains 4644 members 
Mstep: Class 19 contains 13750 members 
Mstep: Class 20 contains 75325 members 
Mstep: Class 21 contains 17033 members 
Mstep: Class 22 contains 20682 members 
Mstep: Class 23 contains 5482 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12347 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 6260 members 
Mstep: Class 31 contains 11623 members 
Mstep: Class 32 contains 11266 members 
Mstep: Class 33 contains 4918 members 
Mstep: Class 34 contains 53902 members 
Mstep: Class 35 contains 11708 members 
Mstep: Class 36 contains 4432 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52802 members 
Mstep: Class 40 contains 2024 members 
Mstep: Class 41 contains 15940 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 706 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7773 members 
Mstep: Class 47 contains 16939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053936.000000 Penalty: 156896.109375
Iteration 236Q: 48 clusters Score -1.150539e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 37224 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60202 members 
Mstep: Class 5 contains 34326 members 
Mstep: Class 6 contains 5703 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 30914 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 34251 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10392 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63809 members 
Mstep: Class 18 contains 4645 members 
Mstep: Class 19 contains 13751 members 
Mstep: Class 20 contains 75327 members 
Mstep: Class 21 contains 17053 members 
Mstep: Class 22 contains 20678 members 
Mstep: Class 23 contains 5483 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 6260 members 
Mstep: Class 31 contains 11626 members 
Mstep: Class 32 contains 11274 members 
Mstep: Class 33 contains 4929 members 
Mstep: Class 34 contains 53882 members 
Mstep: Class 35 contains 11704 members 
Mstep: Class 36 contains 4437 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52803 members 
Mstep: Class 40 contains 2024 members 
Mstep: Class 41 contains 15967 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 706 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7772 members 
Mstep: Class 47 contains 16935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053912.000000 Penalty: 156896.109375
Iteration 237Q: 48 clusters Score -1.150539e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 37219 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60198 members 
Mstep: Class 5 contains 34327 members 
Mstep: Class 6 contains 5705 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 30915 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7414 members 
Mstep: Class 12 contains 34251 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10392 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63787 members 
Mstep: Class 18 contains 4646 members 
Mstep: Class 19 contains 13751 members 
Mstep: Class 20 contains 75332 members 
Mstep: Class 21 contains 17067 members 
Mstep: Class 22 contains 20682 members 
Mstep: Class 23 contains 5483 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 6260 members 
Mstep: Class 31 contains 11625 members 
Mstep: Class 32 contains 11273 members 
Mstep: Class 33 contains 4936 members 
Mstep: Class 34 contains 53869 members 
Mstep: Class 35 contains 11705 members 
Mstep: Class 36 contains 4442 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52802 members 
Mstep: Class 40 contains 2024 members 
Mstep: Class 41 contains 15992 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 706 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7772 members 
Mstep: Class 47 contains 16934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115054056.000000 Penalty: 156896.109375
Iteration 238Q: 48 clusters Score -1.150541e+08 nChanged 134
Entering ConstructFrom: 
Score: -115054056.000000 Penalty: 156896.109375
Entering ConstructFrom: 
Trying to split cluster 1 (16925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Entering Unmasked Estep 
Score: -2725533.000000 Penalty: 2414.663818
	Iteration 0F: 2 clusters Score -2725533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2713297.750000 Penalty: 4829.327637
	Iteration 0F: 3 clusters Score -2713298 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2717473.000000 Penalty: 4829.327637
	Iteration 1F: 3 clusters Score -2717473 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2717846.500000 Penalty: 4829.327637
	Iteration 2F: 3 clusters Score -2717846 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2718185.500000 Penalty: 4829.327637
	Iteration 3Q: 3 clusters Score -2718186 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2718512.750000 Penalty: 4829.327637
	Iteration 4Q: 3 clusters Score -2718513 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2718887.500000 Penalty: 4829.327637
	Iteration 5Q: 3 clusters Score -2718888 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2719345.500000 Penalty: 4829.327637
	Iteration 6Q: 3 clusters Score -2719346 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2719830.000000 Penalty: 4829.327637
	Iteration 7Q: 3 clusters Score -2719830 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2720361.750000 Penalty: 4829.327637
	Iteration 8Q: 3 clusters Score -2720362 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2720905.500000 Penalty: 4829.327637
	Iteration 9Q: 3 clusters Score -2720906 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2721452.000000 Penalty: 4829.327637
	Iteration 10Q: 3 clusters Score -2721452 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2721936.750000 Penalty: 4829.327637
	Iteration 11Q: 3 clusters Score -2721937 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2722280.000000 Penalty: 4829.327637
	Iteration 12Q: 3 clusters Score -2722280 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2722473.750000 Penalty: 4829.327637
	Iteration 13Q: 3 clusters Score -2722474 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2722615.500000 Penalty: 4829.327637
	Iteration 14Q: 3 clusters Score -2722616 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2722691.500000 Penalty: 4829.327637
	Iteration 15Q: 3 clusters Score -2722692 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2722748.750000 Penalty: 4829.327637
	Iteration 16Q: 3 clusters Score -2722749 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2722813.500000 Penalty: 4829.327637
	Iteration 17Q: 3 clusters Score -2722814 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2722881.500000 Penalty: 4829.327637
	Iteration 18Q: 3 clusters Score -2722882 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2722936.750000 Penalty: 4829.327637
	Iteration 19Q: 3 clusters Score -2722937 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2722984.000000 Penalty: 4829.327637
	Iteration 20F: 3 clusters Score -2722984 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2723053.500000 Penalty: 4829.327637
	Iteration 21Q: 3 clusters Score -2723054 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2723113.750000 Penalty: 4829.327637
	Iteration 22Q: 3 clusters Score -2723114 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2723185.750000 Penalty: 4829.327637
	Iteration 23Q: 3 clusters Score -2723186 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2723270.750000 Penalty: 4829.327637
	Iteration 24Q: 3 clusters Score -2723271 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2723357.250000 Penalty: 4829.327637
	Iteration 25Q: 3 clusters Score -2723357 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2723443.250000 Penalty: 4829.327637
	Iteration 26Q: 3 clusters Score -2723443 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2723503.500000 Penalty: 4829.327637
	Iteration 27Q: 3 clusters Score -2723504 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2723548.000000 Penalty: 4829.327637
	Iteration 28Q: 3 clusters Score -2723548 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2723603.750000 Penalty: 4829.327637
	Iteration 29Q: 3 clusters Score -2723604 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2723652.250000 Penalty: 4829.327637
	Iteration 30Q: 3 clusters Score -2723652 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2723715.750000 Penalty: 4829.327637
	Iteration 31Q: 3 clusters Score -2723716 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2723755.750000 Penalty: 4829.327637
	Iteration 32Q: 3 clusters Score -2723756 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2723785.000000 Penalty: 4829.327637
	Iteration 33Q: 3 clusters Score -2723785 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2723821.250000 Penalty: 4829.327637
	Iteration 34Q: 3 clusters Score -2723821 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2723860.500000 Penalty: 4829.327637
	Iteration 35Q: 3 clusters Score -2723860 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2723866.500000 Penalty: 4829.327637
	Iteration 36Q: 3 clusters Score -2723866 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2723887.500000 Penalty: 4829.327637
	Iteration 37Q: 3 clusters Score -2723888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2723900.500000 Penalty: 4829.327637
	Iteration 38Q: 3 clusters Score -2723900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2723918.500000 Penalty: 4829.327637
	Iteration 39Q: 3 clusters Score -2723918 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2723939.000000 Penalty: 4829.327637
	Iteration 40F: 3 clusters Score -2723939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2723949.500000 Penalty: 4829.327637
	Iteration 41Q: 3 clusters Score -2723950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2723962.500000 Penalty: 4829.327637
	Iteration 42Q: 3 clusters Score -2723962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2723971.750000 Penalty: 4829.327637
	Iteration 43Q: 3 clusters Score -2723972 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2723970.500000 Penalty: 4829.327637
	Iteration 44Q: 3 clusters Score -2723970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2723979.500000 Penalty: 4829.327637
	Iteration 45Q: 3 clusters Score -2723980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2723988.250000 Penalty: 4829.327637
	Iteration 46Q: 3 clusters Score -2723988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2724001.250000 Penalty: 4829.327637
	Iteration 47Q: 3 clusters Score -2724001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2724003.000000 Penalty: 4829.327637
	Iteration 48Q: 3 clusters Score -2724003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2724000.750000 Penalty: 4829.327637
	Iteration 49Q: 3 clusters Score -2724001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2724002.000000 Penalty: 4829.327637
	Iteration 50Q: 3 clusters Score -2724002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2724011.000000 Penalty: 4829.327637
	Iteration 51Q: 3 clusters Score -2724011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2724010.250000 Penalty: 4829.327637
	Iteration 52Q: 3 clusters Score -2724010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2724017.750000 Penalty: 4829.327637
	Iteration 53Q: 3 clusters Score -2724018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2724022.250000 Penalty: 4829.327637
	Iteration 54Q: 3 clusters Score -2724022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2724021.000000 Penalty: 4829.327637
	Iteration 55Q: 3 clusters Score -2724021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2724031.750000 Penalty: 4829.327637
	Iteration 56Q: 3 clusters Score -2724032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2724033.500000 Penalty: 4829.327637
	Iteration 57Q: 3 clusters Score -2724034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2724032.750000 Penalty: 4829.327637
	Iteration 58Q: 3 clusters Score -2724033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2724049.250000 Penalty: 4829.327637
	Iteration 59Q: 3 clusters Score -2724049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2724055.750000 Penalty: 4829.327637
	Iteration 60F: 3 clusters Score -2724056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2724064.250000 Penalty: 4829.327637
	Iteration 61Q: 3 clusters Score -2724064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2724078.750000 Penalty: 4829.327637
	Iteration 62Q: 3 clusters Score -2724079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2724084.750000 Penalty: 4829.327637
	Iteration 63Q: 3 clusters Score -2724085 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2724104.750000 Penalty: 4829.327637
	Iteration 64Q: 3 clusters Score -2724105 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2724116.250000 Penalty: 4829.327637
	Iteration 65Q: 3 clusters Score -2724116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2724115.500000 Penalty: 4829.327637
	Iteration 66Q: 3 clusters Score -2724116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2724120.500000 Penalty: 4829.327637
	Iteration 67Q: 3 clusters Score -2724120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2724133.000000 Penalty: 4829.327637
	Iteration 68Q: 3 clusters Score -2724133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2724140.000000 Penalty: 4829.327637
	Iteration 69Q: 3 clusters Score -2724140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2724135.250000 Penalty: 4829.327637
	Iteration 70Q: 3 clusters Score -2724135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2724139.500000 Penalty: 4829.327637
	Iteration 71Q: 3 clusters Score -2724140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2724148.500000 Penalty: 4829.327637
	Iteration 72Q: 3 clusters Score -2724148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2724155.500000 Penalty: 4829.327637
	Iteration 73Q: 3 clusters Score -2724156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2724148.000000 Penalty: 4829.327637
	Iteration 74Q: 3 clusters Score -2724148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2724152.250000 Penalty: 4829.327637
	Iteration 75Q: 3 clusters Score -2724152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2724159.500000 Penalty: 4829.327637
	Iteration 76Q: 3 clusters Score -2724160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2724159.750000 Penalty: 4829.327637
	Iteration 77Q: 3 clusters Score -2724160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2724161.250000 Penalty: 4829.327637
	Iteration 78Q: 3 clusters Score -2724161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2724168.000000 Penalty: 4829.327637
	Iteration 79Q: 3 clusters Score -2724168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2724171.000000 Penalty: 4829.327637
	Iteration 80F: 3 clusters Score -2724171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2724168.500000 Penalty: 4829.327637
	Iteration 81Q: 3 clusters Score -2724168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2724167.250000 Penalty: 4829.327637
	Iteration 82Q: 3 clusters Score -2724167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2724169.500000 Penalty: 4829.327637
	Iteration 83Q: 3 clusters Score -2724170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2724169.500000 Penalty: 4829.327637
	Iteration 84Q: 3 clusters Score -2724170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2724171.000000 Penalty: 4829.327637
	Iteration 85Q: 3 clusters Score -2724171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2724170.750000 Penalty: 4829.327637
	Iteration 86Q: 3 clusters Score -2724171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2724170.750000 Penalty: 4829.327637
	Iteration 87F: 3 clusters Score -2724171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Entering Unmasked Estep 
Score: -6031076.500000 Penalty: 2610.054443
	Iteration 0F: 2 clusters Score -6031076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -6005794.500000 Penalty: 5220.108887
	Iteration 0F: 3 clusters Score -6005794 nChanged 16932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -6015215.000000 Penalty: 5220.108887
	Iteration 1F: 3 clusters Score -6015215 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -6015984.500000 Penalty: 5220.108887
	Iteration 2F: 3 clusters Score -6015984 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -6016783.500000 Penalty: 5220.108887
	Iteration 3F: 3 clusters Score -6016784 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -6017770.500000 Penalty: 5220.108887
	Iteration 4F: 3 clusters Score -6017770 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -6018880.000000 Penalty: 5220.108887
	Iteration 5F: 3 clusters Score -6018880 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -6020148.500000 Penalty: 5220.108887
	Iteration 6F: 3 clusters Score -6020148 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -6021556.000000 Penalty: 5220.108887
	Iteration 7F: 3 clusters Score -6021556 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -6022992.500000 Penalty: 5220.108887
	Iteration 8F: 3 clusters Score -6022992 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -6024179.500000 Penalty: 5220.108887
	Iteration 9F: 3 clusters Score -6024180 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -6025042.000000 Penalty: 5220.108887
	Iteration 10Q: 3 clusters Score -6025042 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -6025601.000000 Penalty: 5220.108887
	Iteration 11Q: 3 clusters Score -6025601 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -6026006.500000 Penalty: 5220.108887
	Iteration 12Q: 3 clusters Score -6026006 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -6026376.000000 Penalty: 5220.108887
	Iteration 13Q: 3 clusters Score -6026376 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -6026627.500000 Penalty: 5220.108887
	Iteration 14Q: 3 clusters Score -6026628 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -6026850.500000 Penalty: 5220.108887
	Iteration 15Q: 3 clusters Score -6026850 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -6027078.500000 Penalty: 5220.108887
	Iteration 16Q: 3 clusters Score -6027078 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -6027265.500000 Penalty: 5220.108887
	Iteration 17Q: 3 clusters Score -6027266 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -6027463.500000 Penalty: 5220.108887
	Iteration 18Q: 3 clusters Score -6027464 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -6027706.500000 Penalty: 5220.108887
	Iteration 19Q: 3 clusters Score -6027706 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -6027922.000000 Penalty: 5220.108887
	Iteration 20F: 3 clusters Score -6027922 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -6028148.000000 Penalty: 5220.108887
	Iteration 21Q: 3 clusters Score -6028148 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -6028379.000000 Penalty: 5220.108887
	Iteration 22Q: 3 clusters Score -6028379 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -6028545.000000 Penalty: 5220.108887
	Iteration 23Q: 3 clusters Score -6028545 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -6028678.000000 Penalty: 5220.108887
	Iteration 24Q: 3 clusters Score -6028678 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -6028809.000000 Penalty: 5220.108887
	Iteration 25Q: 3 clusters Score -6028809 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6028899.500000 Penalty: 5220.108887
	Iteration 26Q: 3 clusters Score -6028900 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -6028995.500000 Penalty: 5220.108887
	Iteration 27Q: 3 clusters Score -6028996 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6029062.500000 Penalty: 5220.108887
	Iteration 28Q: 3 clusters Score -6029062 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -6029141.500000 Penalty: 5220.108887
	Iteration 29Q: 3 clusters Score -6029142 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -6029199.000000 Penalty: 5220.108887
	Iteration 30Q: 3 clusters Score -6029199 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6029248.500000 Penalty: 5220.108887
	Iteration 31Q: 3 clusters Score -6029248 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6029287.500000 Penalty: 5220.108887
	Iteration 32Q: 3 clusters Score -6029288 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6029309.000000 Penalty: 5220.108887
	Iteration 33Q: 3 clusters Score -6029309 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -6029334.000000 Penalty: 5220.108887
	Iteration 34Q: 3 clusters Score -6029334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -6029364.500000 Penalty: 5220.108887
	Iteration 35Q: 3 clusters Score -6029364 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6029398.500000 Penalty: 5220.108887
	Iteration 36Q: 3 clusters Score -6029398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6029413.000000 Penalty: 5220.108887
	Iteration 37Q: 3 clusters Score -6029413 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6029415.500000 Penalty: 5220.108887
	Iteration 38Q: 3 clusters Score -6029416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -6029442.500000 Penalty: 5220.108887
	Iteration 39Q: 3 clusters Score -6029442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6029443.000000 Penalty: 5220.108887
	Iteration 40F: 3 clusters Score -6029443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6029452.000000 Penalty: 5220.108887
	Iteration 41Q: 3 clusters Score -6029452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6029460.000000 Penalty: 5220.108887
	Iteration 42Q: 3 clusters Score -6029460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6029459.000000 Penalty: 5220.108887
	Iteration 43Q: 3 clusters Score -6029459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -6029458.000000 Penalty: 5220.108887
	Iteration 44Q: 3 clusters Score -6029458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6029456.000000 Penalty: 5220.108887
	Iteration 45Q: 3 clusters Score -6029456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6029467.000000 Penalty: 5220.108887
	Iteration 46Q: 3 clusters Score -6029467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6029467.500000 Penalty: 5220.108887
	Iteration 47Q: 3 clusters Score -6029468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6029471.000000 Penalty: 5220.108887
	Iteration 48Q: 3 clusters Score -6029471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -6029470.000000 Penalty: 5220.108887
	Iteration 49Q: 3 clusters Score -6029470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -6029471.500000 Penalty: 5220.108887
	Iteration 50Q: 3 clusters Score -6029472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6029480.000000 Penalty: 5220.108887
	Iteration 51Q: 3 clusters Score -6029480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6029484.000000 Penalty: 5220.108887
	Iteration 52Q: 3 clusters Score -6029484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6029477.500000 Penalty: 5220.108887
	Iteration 53Q: 3 clusters Score -6029478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6029476.500000 Penalty: 5220.108887
	Iteration 54Q: 3 clusters Score -6029476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6029476.500000 Penalty: 5220.108887
	Iteration 55Q: 3 clusters Score -6029476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6029472.500000 Penalty: 5220.108887
	Iteration 56Q: 3 clusters Score -6029472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6029472.500000 Penalty: 5220.108887
	Iteration 57F: 3 clusters Score -6029472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -150560.421875 Penalty: 1700.663452
	Iteration 0F: 2 clusters Score -150560.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -148696.906250 Penalty: 3401.326904
	Iteration 0F: 3 clusters Score -148696.9 nChanged 244
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: -149030.015625 Penalty: 3401.326904
	Iteration 1F: 3 clusters Score -149030 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -149218.578125 Penalty: 3401.326904
	Iteration 2F: 3 clusters Score -149218.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -149427.625000 Penalty: 3401.326904
	Iteration 3F: 3 clusters Score -149427.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -149593.796875 Penalty: 3401.326904
	Iteration 4F: 3 clusters Score -149593.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -149746.984375 Penalty: 3401.326904
	Iteration 5Q: 3 clusters Score -149747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -149907.046875 Penalty: 3401.326904
	Iteration 6Q: 3 clusters Score -149907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -150082.781250 Penalty: 3401.326904
	Iteration 7Q: 3 clusters Score -150082.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -150329.031250 Penalty: 3401.326904
	Iteration 8Q: 3 clusters Score -150329 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -150435.703125 Penalty: 3401.326904
	Iteration 9Q: 3 clusters Score -150435.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -150520.562500 Penalty: 3401.326904
	Iteration 10Q: 3 clusters Score -150520.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -150592.906250 Penalty: 3401.326904
	Iteration 11Q: 3 clusters Score -150592.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -150619.843750 Penalty: 3401.326904
	Iteration 12Q: 3 clusters Score -150619.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -150640.187500 Penalty: 3401.326904
	Iteration 13Q: 3 clusters Score -150640.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -150649.812500 Penalty: 3401.326904
	Iteration 14Q: 3 clusters Score -150649.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -150655.453125 Penalty: 3401.326904
	Iteration 15Q: 3 clusters Score -150655.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -150663.828125 Penalty: 3401.326904
	Iteration 16Q: 3 clusters Score -150663.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -150677.359375 Penalty: 3401.326904
	Iteration 17Q: 3 clusters Score -150677.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -150707.906250 Penalty: 3401.326904
	Iteration 18Q: 3 clusters Score -150707.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -150720.671875 Penalty: 3401.326904
	Iteration 19Q: 3 clusters Score -150720.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -150727.875000 Penalty: 3401.326904
	Iteration 20F: 3 clusters Score -150727.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -150732.140625 Penalty: 3401.326904
	Iteration 21Q: 3 clusters Score -150732.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -150732.140625 Penalty: 3401.326904
	Iteration 22F: 3 clusters Score -150732.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 37213 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 60202 members 
Mstep: Class 5 contains 34324 members 
Mstep: Class 6 contains 5707 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 30920 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 34252 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10392 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63754 members 
Mstep: Class 18 contains 4647 members 
Mstep: Class 19 contains 13749 members 
Mstep: Class 20 contains 75337 members 
Mstep: Class 21 contains 17077 members 
Mstep: Class 22 contains 20681 members 
Mstep: Class 23 contains 5483 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 6260 members 
Mstep: Class 31 contains 11627 members 
Mstep: Class 32 contains 11273 members 
Mstep: Class 33 contains 4943 members 
Mstep: Class 34 contains 53860 members 
Mstep: Class 35 contains 11703 members 
Mstep: Class 36 contains 4449 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52803 members 
Mstep: Class 40 contains 2024 members 
Mstep: Class 41 contains 16017 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 706 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7772 members 
Mstep: Class 47 contains 16933 members 
Mstep: Class 48 contains 405 members 
Entering Unmasked Estep 
Score: -115052464.000000 Penalty: 160234.328125
Splitting cluster 3 changes total score from -115054056.000000 to -115052464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (60202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60202 members 
Entering Unmasked Estep 
Score: -10411103.000000 Penalty: 2729.354248
	Iteration 0F: 2 clusters Score -1.04111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -10374267.000000 Penalty: 5458.708496
	Iteration 0F: 3 clusters Score -1.037427e+07 nChanged 27962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -10389961.000000 Penalty: 5458.708496
	Iteration 1F: 3 clusters Score -1.038996e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -10390801.000000 Penalty: 5458.708496
	Iteration 2Q: 3 clusters Score -1.03908e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -10391772.000000 Penalty: 5458.708496
	Iteration 3Q: 3 clusters Score -1.039177e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -10393167.000000 Penalty: 5458.708496
	Iteration 4Q: 3 clusters Score -1.039317e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -10395340.000000 Penalty: 5458.708496
	Iteration 5F: 3 clusters Score -1.039534e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -10398307.000000 Penalty: 5458.708496
	Iteration 6F: 3 clusters Score -1.039831e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -10401850.000000 Penalty: 5458.708496
	Iteration 7F: 3 clusters Score -1.040185e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -10404906.000000 Penalty: 5458.708496
	Iteration 8F: 3 clusters Score -1.040491e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -10406654.000000 Penalty: 5458.708496
	Iteration 9Q: 3 clusters Score -1.040665e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 57933 members 
Entering Unmasked Estep 
Score: -10407646.000000 Penalty: 5458.708496
	Iteration 10Q: 3 clusters Score -1.040765e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -10408098.000000 Penalty: 5458.708496
	Iteration 11Q: 3 clusters Score -1.04081e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -10408402.000000 Penalty: 5458.708496
	Iteration 12Q: 3 clusters Score -1.04084e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 59425 members 
Entering Unmasked Estep 
Score: -10408514.000000 Penalty: 5458.708496
	Iteration 13Q: 3 clusters Score -1.040851e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -10408653.000000 Penalty: 5458.708496
	Iteration 14Q: 3 clusters Score -1.040865e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
Score: -10408794.000000 Penalty: 5458.708496
	Iteration 15Q: 3 clusters Score -1.040879e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -10408829.000000 Penalty: 5458.708496
	Iteration 16Q: 3 clusters Score -1.040883e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 59717 members 
Entering Unmasked Estep 
Score: -10408830.000000 Penalty: 5458.708496
	Iteration 17Q: 3 clusters Score -1.040883e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 59737 members 
Entering Unmasked Estep 
Score: -10408852.000000 Penalty: 5458.708496
	Iteration 18Q: 3 clusters Score -1.040885e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 59754 members 
Entering Unmasked Estep 
Score: -10408846.000000 Penalty: 5458.708496
	Iteration 19Q: 3 clusters Score -1.040885e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 59764 members 
Entering Unmasked Estep 
Score: -10408866.000000 Penalty: 5458.708496
	Iteration 20F: 3 clusters Score -1.040887e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -10408874.000000 Penalty: 5458.708496
	Iteration 21Q: 3 clusters Score -1.040887e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -10408864.000000 Penalty: 5458.708496
	Iteration 22Q: 3 clusters Score -1.040886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -10408879.000000 Penalty: 5458.708496
	Iteration 23Q: 3 clusters Score -1.040888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -10408879.000000 Penalty: 5458.708496
	Iteration 24Q: 3 clusters Score -1.040888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 59803 members 
Entering Unmasked Estep 
Score: -10408883.000000 Penalty: 5458.708496
	Iteration 25Q: 3 clusters Score -1.040888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 59807 members 
Entering Unmasked Estep 
Score: -10408879.000000 Penalty: 5458.708496
	Iteration 26Q: 3 clusters Score -1.040888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 59812 members 
Entering Unmasked Estep 
Score: -10408873.000000 Penalty: 5458.708496
	Iteration 27Q: 3 clusters Score -1.040887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 59814 members 
Entering Unmasked Estep 
Score: -10408883.000000 Penalty: 5458.708496
	Iteration 28Q: 3 clusters Score -1.040888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -10408885.000000 Penalty: 5458.708496
	Iteration 29Q: 3 clusters Score -1.040888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 59814 members 
Entering Unmasked Estep 
Score: -10408889.000000 Penalty: 5458.708496
	Iteration 30Q: 3 clusters Score -1.040889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 59814 members 
Entering Unmasked Estep 
Score: -10408891.000000 Penalty: 5458.708496
	Iteration 31Q: 3 clusters Score -1.040889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -10408883.000000 Penalty: 5458.708496
	Iteration 32Q: 3 clusters Score -1.040888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -10408883.000000 Penalty: 5458.708496
	Iteration 33F: 3 clusters Score -1.040888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Entering Unmasked Estep 
Score: -5802744.500000 Penalty: 2590.012695
	Iteration 0F: 2 clusters Score -5802744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -5779469.500000 Penalty: 5180.025391
	Iteration 0F: 3 clusters Score -5779470 nChanged 15624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -5788249.000000 Penalty: 5180.025391
	Iteration 1F: 3 clusters Score -5788249 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -5788990.000000 Penalty: 5180.025391
	Iteration 2F: 3 clusters Score -5788990 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -5789884.500000 Penalty: 5180.025391
	Iteration 3F: 3 clusters Score -5789884 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -5790954.000000 Penalty: 5180.025391
	Iteration 4F: 3 clusters Score -5790954 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -5792263.000000 Penalty: 5180.025391
	Iteration 5F: 3 clusters Score -5792263 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -5793714.500000 Penalty: 5180.025391
	Iteration 6F: 3 clusters Score -5793714 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -5795245.500000 Penalty: 5180.025391
	Iteration 7F: 3 clusters Score -5795246 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -5796621.000000 Penalty: 5180.025391
	Iteration 8F: 3 clusters Score -5796621 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -5797800.500000 Penalty: 5180.025391
	Iteration 9Q: 3 clusters Score -5797800 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -5798662.500000 Penalty: 5180.025391
	Iteration 10Q: 3 clusters Score -5798662 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -5799338.500000 Penalty: 5180.025391
	Iteration 11Q: 3 clusters Score -5799338 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -5799804.500000 Penalty: 5180.025391
	Iteration 12Q: 3 clusters Score -5799804 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -5800169.500000 Penalty: 5180.025391
	Iteration 13Q: 3 clusters Score -5800170 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -5800504.500000 Penalty: 5180.025391
	Iteration 14Q: 3 clusters Score -5800504 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -5800739.000000 Penalty: 5180.025391
	Iteration 15Q: 3 clusters Score -5800739 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5800923.000000 Penalty: 5180.025391
	Iteration 16Q: 3 clusters Score -5800923 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5801040.500000 Penalty: 5180.025391
	Iteration 17Q: 3 clusters Score -5801040 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5801134.000000 Penalty: 5180.025391
	Iteration 18Q: 3 clusters Score -5801134 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5801190.000000 Penalty: 5180.025391
	Iteration 19Q: 3 clusters Score -5801190 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5801249.000000 Penalty: 5180.025391
	Iteration 20F: 3 clusters Score -5801249 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5801296.500000 Penalty: 5180.025391
	Iteration 21Q: 3 clusters Score -5801296 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5801338.000000 Penalty: 5180.025391
	Iteration 22Q: 3 clusters Score -5801338 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5801358.000000 Penalty: 5180.025391
	Iteration 23Q: 3 clusters Score -5801358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5801370.000000 Penalty: 5180.025391
	Iteration 24Q: 3 clusters Score -5801370 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5801404.500000 Penalty: 5180.025391
	Iteration 25Q: 3 clusters Score -5801404 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5801424.500000 Penalty: 5180.025391
	Iteration 26Q: 3 clusters Score -5801424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5801434.000000 Penalty: 5180.025391
	Iteration 27Q: 3 clusters Score -5801434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5801441.000000 Penalty: 5180.025391
	Iteration 28Q: 3 clusters Score -5801441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5801445.500000 Penalty: 5180.025391
	Iteration 29Q: 3 clusters Score -5801446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5801469.000000 Penalty: 5180.025391
	Iteration 30Q: 3 clusters Score -5801469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5801478.500000 Penalty: 5180.025391
	Iteration 31Q: 3 clusters Score -5801478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5801476.500000 Penalty: 5180.025391
	Iteration 32Q: 3 clusters Score -5801476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5801487.500000 Penalty: 5180.025391
	Iteration 33Q: 3 clusters Score -5801488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5801500.500000 Penalty: 5180.025391
	Iteration 34Q: 3 clusters Score -5801500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5801498.500000 Penalty: 5180.025391
	Iteration 35Q: 3 clusters Score -5801498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5801507.500000 Penalty: 5180.025391
	Iteration 36Q: 3 clusters Score -5801508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5801510.500000 Penalty: 5180.025391
	Iteration 37Q: 3 clusters Score -5801510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5801508.000000 Penalty: 5180.025391
	Iteration 38Q: 3 clusters Score -5801508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5801519.000000 Penalty: 5180.025391
	Iteration 39Q: 3 clusters Score -5801519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5801514.500000 Penalty: 5180.025391
	Iteration 40F: 3 clusters Score -5801514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5801522.000000 Penalty: 5180.025391
	Iteration 41Q: 3 clusters Score -5801522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5801519.500000 Penalty: 5180.025391
	Iteration 42Q: 3 clusters Score -5801520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5801514.500000 Penalty: 5180.025391
	Iteration 43Q: 3 clusters Score -5801514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5801511.000000 Penalty: 5180.025391
	Iteration 44Q: 3 clusters Score -5801511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5801527.500000 Penalty: 5180.025391
	Iteration 45Q: 3 clusters Score -5801528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5801524.000000 Penalty: 5180.025391
	Iteration 46Q: 3 clusters Score -5801524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5801530.000000 Penalty: 5180.025391
	Iteration 47Q: 3 clusters Score -5801530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5801523.500000 Penalty: 5180.025391
	Iteration 48Q: 3 clusters Score -5801524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5801532.000000 Penalty: 5180.025391
	Iteration 49Q: 3 clusters Score -5801532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5801528.500000 Penalty: 5180.025391
	Iteration 50Q: 3 clusters Score -5801528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5801534.500000 Penalty: 5180.025391
	Iteration 51Q: 3 clusters Score -5801534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5801536.500000 Penalty: 5180.025391
	Iteration 52Q: 3 clusters Score -5801536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5801543.000000 Penalty: 5180.025391
	Iteration 53Q: 3 clusters Score -5801543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5801540.000000 Penalty: 5180.025391
	Iteration 54Q: 3 clusters Score -5801540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5801540.000000 Penalty: 5180.025391
	Iteration 55F: 3 clusters Score -5801540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Entering Unmasked Estep 
Score: -942661.562500 Penalty: 2145.063232
	Iteration 0F: 2 clusters Score -942661.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -937621.437500 Penalty: 4290.126465
	Iteration 0F: 3 clusters Score -937621.4 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -938876.562500 Penalty: 4290.126465
	Iteration 1F: 3 clusters Score -938876.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -939149.062500 Penalty: 4290.126465
	Iteration 2F: 3 clusters Score -939149.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -939330.562500 Penalty: 4290.126465
	Iteration 3F: 3 clusters Score -939330.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -939479.187500 Penalty: 4290.126465
	Iteration 4Q: 3 clusters Score -939479.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -939610.062500 Penalty: 4290.126465
	Iteration 5Q: 3 clusters Score -939610.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -939741.375000 Penalty: 4290.126465
	Iteration 6Q: 3 clusters Score -939741.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -939888.437500 Penalty: 4290.126465
	Iteration 7Q: 3 clusters Score -939888.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -940049.125000 Penalty: 4290.126465
	Iteration 8Q: 3 clusters Score -940049.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -940191.500000 Penalty: 4290.126465
	Iteration 9Q: 3 clusters Score -940191.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -940326.812500 Penalty: 4290.126465
	Iteration 10Q: 3 clusters Score -940326.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -940435.937500 Penalty: 4290.126465
	Iteration 11Q: 3 clusters Score -940435.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -940543.000000 Penalty: 4290.126465
	Iteration 12Q: 3 clusters Score -940543 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -940645.562500 Penalty: 4290.126465
	Iteration 13Q: 3 clusters Score -940645.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -940721.687500 Penalty: 4290.126465
	Iteration 14Q: 3 clusters Score -940721.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -940770.937500 Penalty: 4290.126465
	Iteration 15Q: 3 clusters Score -940770.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -940809.687500 Penalty: 4290.126465
	Iteration 16Q: 3 clusters Score -940809.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -940837.250000 Penalty: 4290.126465
	Iteration 17Q: 3 clusters Score -940837.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -940862.937500 Penalty: 4290.126465
	Iteration 18Q: 3 clusters Score -940862.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -940883.062500 Penalty: 4290.126465
	Iteration 19Q: 3 clusters Score -940883.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -940893.875000 Penalty: 4290.126465
	Iteration 20F: 3 clusters Score -940893.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -940903.750000 Penalty: 4290.126465
	Iteration 21Q: 3 clusters Score -940903.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -940915.750000 Penalty: 4290.126465
	Iteration 22Q: 3 clusters Score -940915.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -940920.312500 Penalty: 4290.126465
	Iteration 23Q: 3 clusters Score -940920.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -940923.562500 Penalty: 4290.126465
	Iteration 24Q: 3 clusters Score -940923.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -940926.500000 Penalty: 4290.126465
	Iteration 25Q: 3 clusters Score -940926.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -940928.312500 Penalty: 4290.126465
	Iteration 26Q: 3 clusters Score -940928.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -940931.187500 Penalty: 4290.126465
	Iteration 27Q: 3 clusters Score -940931.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -940929.437500 Penalty: 4290.126465
	Iteration 28Q: 3 clusters Score -940929.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -940933.625000 Penalty: 4290.126465
	Iteration 29Q: 3 clusters Score -940933.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -940935.062500 Penalty: 4290.126465
	Iteration 30Q: 3 clusters Score -940935.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -940935.687500 Penalty: 4290.126465
	Iteration 31Q: 3 clusters Score -940935.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -940937.750000 Penalty: 4290.126465
	Iteration 32Q: 3 clusters Score -940937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -940940.187500 Penalty: 4290.126465
	Iteration 33Q: 3 clusters Score -940940.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -940944.812500 Penalty: 4290.126465
	Iteration 34Q: 3 clusters Score -940944.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -940950.437500 Penalty: 4290.126465
	Iteration 35Q: 3 clusters Score -940950.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -940956.937500 Penalty: 4290.126465
	Iteration 36Q: 3 clusters Score -940956.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -940961.125000 Penalty: 4290.126465
	Iteration 37Q: 3 clusters Score -940961.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -940965.125000 Penalty: 4290.126465
	Iteration 38Q: 3 clusters Score -940965.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -940971.187500 Penalty: 4290.126465
	Iteration 39Q: 3 clusters Score -940971.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -940975.250000 Penalty: 4290.126465
	Iteration 40F: 3 clusters Score -940975.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -940980.312500 Penalty: 4290.126465
	Iteration 41Q: 3 clusters Score -940980.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -940983.750000 Penalty: 4290.126465
	Iteration 42Q: 3 clusters Score -940983.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -940986.125000 Penalty: 4290.126465
	Iteration 43Q: 3 clusters Score -940986.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -940985.812500 Penalty: 4290.126465
	Iteration 44Q: 3 clusters Score -940985.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -940987.875000 Penalty: 4290.126465
	Iteration 45Q: 3 clusters Score -940987.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -940987.687500 Penalty: 4290.126465
	Iteration 46Q: 3 clusters Score -940987.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -940988.562500 Penalty: 4290.126465
	Iteration 47Q: 3 clusters Score -940988.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -940989.000000 Penalty: 4290.126465
	Iteration 48Q: 3 clusters Score -940989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -940989.875000 Penalty: 4290.126465
	Iteration 49Q: 3 clusters Score -940989.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -940991.375000 Penalty: 4290.126465
	Iteration 50Q: 3 clusters Score -940991.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -940992.500000 Penalty: 4290.126465
	Iteration 51Q: 3 clusters Score -940992.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -940993.750000 Penalty: 4290.126465
	Iteration 52Q: 3 clusters Score -940993.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -940995.312500 Penalty: 4290.126465
	Iteration 53Q: 3 clusters Score -940995.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -940996.062500 Penalty: 4290.126465
	Iteration 54Q: 3 clusters Score -940996.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -940996.062500 Penalty: 4290.126465
	Iteration 55F: 3 clusters Score -940996.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Entering Unmasked Estep 
Score: -1319128.625000 Penalty: 2218.086670
	Iteration 0F: 2 clusters Score -1319129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1312881.875000 Penalty: 4436.173340
	Iteration 0F: 3 clusters Score -1312882 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1314573.875000 Penalty: 4436.173340
	Iteration 1F: 3 clusters Score -1314574 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1314841.000000 Penalty: 4436.173340
	Iteration 2F: 3 clusters Score -1314841 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1315018.125000 Penalty: 4436.173340
	Iteration 3F: 3 clusters Score -1315018 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1315157.250000 Penalty: 4436.173340
	Iteration 4Q: 3 clusters Score -1315157 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1315288.375000 Penalty: 4436.173340
	Iteration 5Q: 3 clusters Score -1315288 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1315431.750000 Penalty: 4436.173340
	Iteration 6Q: 3 clusters Score -1315432 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1315583.375000 Penalty: 4436.173340
	Iteration 7Q: 3 clusters Score -1315583 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1315743.750000 Penalty: 4436.173340
	Iteration 8Q: 3 clusters Score -1315744 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1315946.250000 Penalty: 4436.173340
	Iteration 9Q: 3 clusters Score -1315946 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1316143.875000 Penalty: 4436.173340
	Iteration 10Q: 3 clusters Score -1316144 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1316349.750000 Penalty: 4436.173340
	Iteration 11Q: 3 clusters Score -1316350 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1316535.000000 Penalty: 4436.173340
	Iteration 12Q: 3 clusters Score -1316535 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1316676.250000 Penalty: 4436.173340
	Iteration 13Q: 3 clusters Score -1316676 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1316793.125000 Penalty: 4436.173340
	Iteration 14Q: 3 clusters Score -1316793 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1316879.625000 Penalty: 4436.173340
	Iteration 15Q: 3 clusters Score -1316880 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1316944.500000 Penalty: 4436.173340
	Iteration 16Q: 3 clusters Score -1316944 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1317013.125000 Penalty: 4436.173340
	Iteration 17Q: 3 clusters Score -1317013 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1317055.250000 Penalty: 4436.173340
	Iteration 18Q: 3 clusters Score -1317055 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1317081.500000 Penalty: 4436.173340
	Iteration 19Q: 3 clusters Score -1317082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1317102.875000 Penalty: 4436.173340
	Iteration 20F: 3 clusters Score -1317103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1317119.125000 Penalty: 4436.173340
	Iteration 21Q: 3 clusters Score -1317119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1317131.625000 Penalty: 4436.173340
	Iteration 22Q: 3 clusters Score -1317132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1317139.500000 Penalty: 4436.173340
	Iteration 23Q: 3 clusters Score -1317140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1317153.250000 Penalty: 4436.173340
	Iteration 24Q: 3 clusters Score -1317153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1317156.750000 Penalty: 4436.173340
	Iteration 25Q: 3 clusters Score -1317157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1317162.375000 Penalty: 4436.173340
	Iteration 26Q: 3 clusters Score -1317162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1317166.000000 Penalty: 4436.173340
	Iteration 27Q: 3 clusters Score -1317166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1317171.750000 Penalty: 4436.173340
	Iteration 28Q: 3 clusters Score -1317172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1317174.000000 Penalty: 4436.173340
	Iteration 29Q: 3 clusters Score -1317174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1317175.875000 Penalty: 4436.173340
	Iteration 30Q: 3 clusters Score -1317176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1317176.375000 Penalty: 4436.173340
	Iteration 31Q: 3 clusters Score -1317176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1317176.375000 Penalty: 4436.173340
	Iteration 32F: 3 clusters Score -1317176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -298672.656250 Penalty: 1874.770752
	Iteration 0F: 2 clusters Score -298672.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -296146.812500 Penalty: 3749.541504
	Iteration 0F: 3 clusters Score -296146.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -296623.593750 Penalty: 3749.541504
	Iteration 1F: 3 clusters Score -296623.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -296835.125000 Penalty: 3749.541504
	Iteration 2F: 3 clusters Score -296835.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -296959.781250 Penalty: 3749.541504
	Iteration 3F: 3 clusters Score -296959.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -297040.218750 Penalty: 3749.541504
	Iteration 4Q: 3 clusters Score -297040.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -297096.593750 Penalty: 3749.541504
	Iteration 5Q: 3 clusters Score -297096.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -297146.218750 Penalty: 3749.541504
	Iteration 6Q: 3 clusters Score -297146.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -297189.031250 Penalty: 3749.541504
	Iteration 7Q: 3 clusters Score -297189 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -297237.375000 Penalty: 3749.541504
	Iteration 8Q: 3 clusters Score -297237.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -297287.375000 Penalty: 3749.541504
	Iteration 9Q: 3 clusters Score -297287.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -297320.562500 Penalty: 3749.541504
	Iteration 10Q: 3 clusters Score -297320.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -297366.343750 Penalty: 3749.541504
	Iteration 11Q: 3 clusters Score -297366.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -297406.937500 Penalty: 3749.541504
	Iteration 12Q: 3 clusters Score -297406.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -297439.531250 Penalty: 3749.541504
	Iteration 13Q: 3 clusters Score -297439.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -297465.812500 Penalty: 3749.541504
	Iteration 14Q: 3 clusters Score -297465.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -297482.468750 Penalty: 3749.541504
	Iteration 15Q: 3 clusters Score -297482.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -297496.625000 Penalty: 3749.541504
	Iteration 16Q: 3 clusters Score -297496.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -297504.531250 Penalty: 3749.541504
	Iteration 17Q: 3 clusters Score -297504.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -297513.125000 Penalty: 3749.541504
	Iteration 18Q: 3 clusters Score -297513.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -297521.156250 Penalty: 3749.541504
	Iteration 19Q: 3 clusters Score -297521.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -297527.750000 Penalty: 3749.541504
	Iteration 20F: 3 clusters Score -297527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -297531.531250 Penalty: 3749.541504
	Iteration 21Q: 3 clusters Score -297531.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -297533.687500 Penalty: 3749.541504
	Iteration 22Q: 3 clusters Score -297533.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -297534.031250 Penalty: 3749.541504
	Iteration 23Q: 3 clusters Score -297534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -297534.156250 Penalty: 3749.541504
	Iteration 24Q: 3 clusters Score -297534.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -297535.281250 Penalty: 3749.541504
	Iteration 25Q: 3 clusters Score -297535.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -297535.281250 Penalty: 3749.541504
	Iteration 26F: 3 clusters Score -297535.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Entering Unmasked Estep 
Score: -5409019.000000 Penalty: 2564.111084
	Iteration 0F: 2 clusters Score -5409019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -5387752.000000 Penalty: 5128.222168
	Iteration 0F: 3 clusters Score -5387752 nChanged 13958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -5395262.500000 Penalty: 5128.222168
	Iteration 1F: 3 clusters Score -5395262 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -5395666.000000 Penalty: 5128.222168
	Iteration 2Q: 3 clusters Score -5395666 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -5395975.000000 Penalty: 5128.222168
	Iteration 3Q: 3 clusters Score -5395975 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -5396232.000000 Penalty: 5128.222168
	Iteration 4Q: 3 clusters Score -5396232 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -5396431.000000 Penalty: 5128.222168
	Iteration 5Q: 3 clusters Score -5396431 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -5396609.000000 Penalty: 5128.222168
	Iteration 6Q: 3 clusters Score -5396609 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -5396786.000000 Penalty: 5128.222168
	Iteration 7Q: 3 clusters Score -5396786 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -5396963.500000 Penalty: 5128.222168
	Iteration 8Q: 3 clusters Score -5396964 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -5397138.500000 Penalty: 5128.222168
	Iteration 9Q: 3 clusters Score -5397138 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -5397378.500000 Penalty: 5128.222168
	Iteration 10Q: 3 clusters Score -5397378 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -5397632.500000 Penalty: 5128.222168
	Iteration 11Q: 3 clusters Score -5397632 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -5397989.500000 Penalty: 5128.222168
	Iteration 12Q: 3 clusters Score -5397990 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -5398511.000000 Penalty: 5128.222168
	Iteration 13Q: 3 clusters Score -5398511 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -5399180.000000 Penalty: 5128.222168
	Iteration 14Q: 3 clusters Score -5399180 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -5399941.000000 Penalty: 5128.222168
	Iteration 15Q: 3 clusters Score -5399941 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -5400714.500000 Penalty: 5128.222168
	Iteration 16Q: 3 clusters Score -5400714 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -5401233.000000 Penalty: 5128.222168
	Iteration 17Q: 3 clusters Score -5401233 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -5401566.000000 Penalty: 5128.222168
	Iteration 18Q: 3 clusters Score -5401566 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -5401752.000000 Penalty: 5128.222168
	Iteration 19Q: 3 clusters Score -5401752 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -5401887.000000 Penalty: 5128.222168
	Iteration 20F: 3 clusters Score -5401887 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -5402026.500000 Penalty: 5128.222168
	Iteration 21Q: 3 clusters Score -5402026 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -5402169.500000 Penalty: 5128.222168
	Iteration 22Q: 3 clusters Score -5402170 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -5402309.000000 Penalty: 5128.222168
	Iteration 23Q: 3 clusters Score -5402309 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -5402415.000000 Penalty: 5128.222168
	Iteration 24Q: 3 clusters Score -5402415 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -5402564.500000 Penalty: 5128.222168
	Iteration 25Q: 3 clusters Score -5402564 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -5402714.500000 Penalty: 5128.222168
	Iteration 26Q: 3 clusters Score -5402714 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -5402863.000000 Penalty: 5128.222168
	Iteration 27Q: 3 clusters Score -5402863 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -5403058.500000 Penalty: 5128.222168
	Iteration 28Q: 3 clusters Score -5403058 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -5403307.500000 Penalty: 5128.222168
	Iteration 29Q: 3 clusters Score -5403308 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -5403571.500000 Penalty: 5128.222168
	Iteration 30Q: 3 clusters Score -5403572 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -5403883.500000 Penalty: 5128.222168
	Iteration 31Q: 3 clusters Score -5403884 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -5404161.000000 Penalty: 5128.222168
	Iteration 32Q: 3 clusters Score -5404161 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -5404482.500000 Penalty: 5128.222168
	Iteration 33Q: 3 clusters Score -5404482 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -5404811.000000 Penalty: 5128.222168
	Iteration 34Q: 3 clusters Score -5404811 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -5405143.500000 Penalty: 5128.222168
	Iteration 35Q: 3 clusters Score -5405144 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -5405446.000000 Penalty: 5128.222168
	Iteration 36Q: 3 clusters Score -5405446 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -5405774.500000 Penalty: 5128.222168
	Iteration 37Q: 3 clusters Score -5405774 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -5406037.000000 Penalty: 5128.222168
	Iteration 38Q: 3 clusters Score -5406037 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -5406226.500000 Penalty: 5128.222168
	Iteration 39Q: 3 clusters Score -5406226 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -5406378.000000 Penalty: 5128.222168
	Iteration 40F: 3 clusters Score -5406378 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -5406482.500000 Penalty: 5128.222168
	Iteration 41Q: 3 clusters Score -5406482 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -5406563.500000 Penalty: 5128.222168
	Iteration 42Q: 3 clusters Score -5406564 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -5406629.500000 Penalty: 5128.222168
	Iteration 43Q: 3 clusters Score -5406630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -5406675.500000 Penalty: 5128.222168
	Iteration 44Q: 3 clusters Score -5406676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -5406694.000000 Penalty: 5128.222168
	Iteration 45Q: 3 clusters Score -5406694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -5406712.000000 Penalty: 5128.222168
	Iteration 46Q: 3 clusters Score -5406712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -5406724.500000 Penalty: 5128.222168
	Iteration 47Q: 3 clusters Score -5406724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -5406739.000000 Penalty: 5128.222168
	Iteration 48Q: 3 clusters Score -5406739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -5406751.500000 Penalty: 5128.222168
	Iteration 49Q: 3 clusters Score -5406752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -5406750.000000 Penalty: 5128.222168
	Iteration 50Q: 3 clusters Score -5406750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -5406750.500000 Penalty: 5128.222168
	Iteration 51Q: 3 clusters Score -5406750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -5406750.500000 Penalty: 5128.222168
	Iteration 52F: 3 clusters Score -5406750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -20312.097656 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -20312.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19393.445312 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -19393.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19647.412109 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -19647.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19868.572266 Penalty: 2564.560059
	Iteration 2F: 3 clusters Score -19868.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19930.093750 Penalty: 2564.560059
	Iteration 3Q: 3 clusters Score -19930.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19935.609375 Penalty: 2564.560059
	Iteration 4Q: 3 clusters Score -19935.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19955.382812 Penalty: 2564.560059
	Iteration 5Q: 3 clusters Score -19955.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19978.246094 Penalty: 2564.560059
	Iteration 6Q: 3 clusters Score -19978.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19986.312500 Penalty: 2564.560059
	Iteration 7Q: 3 clusters Score -19986.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19986.312500 Penalty: 2564.560059
	Iteration 8F: 3 clusters Score -19986.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Entering Unmasked Estep 
Score: -1239896.250000 Penalty: 2209.992676
	Iteration 0F: 2 clusters Score -1239896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1233878.375000 Penalty: 4419.985352
	Iteration 0F: 3 clusters Score -1233878 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1235683.750000 Penalty: 4419.985352
	Iteration 1F: 3 clusters Score -1235684 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1236202.000000 Penalty: 4419.985352
	Iteration 2F: 3 clusters Score -1236202 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1236601.375000 Penalty: 4419.985352
	Iteration 3F: 3 clusters Score -1236601 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1236936.000000 Penalty: 4419.985352
	Iteration 4F: 3 clusters Score -1236936 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1237234.625000 Penalty: 4419.985352
	Iteration 5F: 3 clusters Score -1237235 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1237506.500000 Penalty: 4419.985352
	Iteration 6Q: 3 clusters Score -1237506 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1237740.000000 Penalty: 4419.985352
	Iteration 7Q: 3 clusters Score -1237740 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1237970.375000 Penalty: 4419.985352
	Iteration 8Q: 3 clusters Score -1237970 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1238185.875000 Penalty: 4419.985352
	Iteration 9Q: 3 clusters Score -1238186 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1238360.250000 Penalty: 4419.985352
	Iteration 10Q: 3 clusters Score -1238360 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1238484.625000 Penalty: 4419.985352
	Iteration 11Q: 3 clusters Score -1238485 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1238568.000000 Penalty: 4419.985352
	Iteration 12Q: 3 clusters Score -1238568 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1238638.375000 Penalty: 4419.985352
	Iteration 13Q: 3 clusters Score -1238638 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1238683.625000 Penalty: 4419.985352
	Iteration 14Q: 3 clusters Score -1238684 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1238727.250000 Penalty: 4419.985352
	Iteration 15Q: 3 clusters Score -1238727 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1238760.000000 Penalty: 4419.985352
	Iteration 16Q: 3 clusters Score -1238760 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1238788.125000 Penalty: 4419.985352
	Iteration 17Q: 3 clusters Score -1238788 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1238814.250000 Penalty: 4419.985352
	Iteration 18Q: 3 clusters Score -1238814 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1238831.250000 Penalty: 4419.985352
	Iteration 19Q: 3 clusters Score -1238831 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1238847.625000 Penalty: 4419.985352
	Iteration 20F: 3 clusters Score -1238848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1238861.500000 Penalty: 4419.985352
	Iteration 21Q: 3 clusters Score -1238862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1238868.500000 Penalty: 4419.985352
	Iteration 22Q: 3 clusters Score -1238868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1238874.250000 Penalty: 4419.985352
	Iteration 23Q: 3 clusters Score -1238874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1238877.875000 Penalty: 4419.985352
	Iteration 24Q: 3 clusters Score -1238878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1238883.875000 Penalty: 4419.985352
	Iteration 25Q: 3 clusters Score -1238884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1238882.625000 Penalty: 4419.985352
	Iteration 26Q: 3 clusters Score -1238883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1238887.500000 Penalty: 4419.985352
	Iteration 27Q: 3 clusters Score -1238888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1238890.875000 Penalty: 4419.985352
	Iteration 28Q: 3 clusters Score -1238891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1238893.375000 Penalty: 4419.985352
	Iteration 29Q: 3 clusters Score -1238893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1238902.625000 Penalty: 4419.985352
	Iteration 30Q: 3 clusters Score -1238903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1238908.000000 Penalty: 4419.985352
	Iteration 31Q: 3 clusters Score -1238908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1238911.625000 Penalty: 4419.985352
	Iteration 32Q: 3 clusters Score -1238912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1238916.125000 Penalty: 4419.985352
	Iteration 33Q: 3 clusters Score -1238916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1238915.000000 Penalty: 4419.985352
	Iteration 34Q: 3 clusters Score -1238915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1238917.375000 Penalty: 4419.985352
	Iteration 35Q: 3 clusters Score -1238917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1238916.500000 Penalty: 4419.985352
	Iteration 36Q: 3 clusters Score -1238916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1238918.750000 Penalty: 4419.985352
	Iteration 37Q: 3 clusters Score -1238919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1238918.625000 Penalty: 4419.985352
	Iteration 38Q: 3 clusters Score -1238919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1238920.500000 Penalty: 4419.985352
	Iteration 39Q: 3 clusters Score -1238920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1238921.000000 Penalty: 4419.985352
	Iteration 40F: 3 clusters Score -1238921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1238921.000000 Penalty: 4419.985352
	Iteration 41Q: 3 clusters Score -1238921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1238922.250000 Penalty: 4419.985352
	Iteration 42Q: 3 clusters Score -1238922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1238922.500000 Penalty: 4419.985352
	Iteration 43Q: 3 clusters Score -1238922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1238924.250000 Penalty: 4419.985352
	Iteration 44Q: 3 clusters Score -1238924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1238924.750000 Penalty: 4419.985352
	Iteration 45Q: 3 clusters Score -1238925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1238924.750000 Penalty: 4419.985352
	Iteration 46F: 3 clusters Score -1238925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Entering Unmasked Estep 
Score: -5811813.000000 Penalty: 2589.492188
	Iteration 0F: 2 clusters Score -5811813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -5788354.500000 Penalty: 5178.984375
	Iteration 0F: 3 clusters Score -5788354 nChanged 15671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -5796902.000000 Penalty: 5178.984375
	Iteration 1F: 3 clusters Score -5796902 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -5797621.500000 Penalty: 5178.984375
	Iteration 2F: 3 clusters Score -5797622 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -5798459.000000 Penalty: 5178.984375
	Iteration 3F: 3 clusters Score -5798459 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -5799425.500000 Penalty: 5178.984375
	Iteration 4F: 3 clusters Score -5799426 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -5800694.000000 Penalty: 5178.984375
	Iteration 5F: 3 clusters Score -5800694 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -5802121.500000 Penalty: 5178.984375
	Iteration 6F: 3 clusters Score -5802122 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -5803639.000000 Penalty: 5178.984375
	Iteration 7F: 3 clusters Score -5803639 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -5805010.500000 Penalty: 5178.984375
	Iteration 8F: 3 clusters Score -5805010 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -5806131.000000 Penalty: 5178.984375
	Iteration 9Q: 3 clusters Score -5806131 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -5806949.000000 Penalty: 5178.984375
	Iteration 10Q: 3 clusters Score -5806949 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -5807530.000000 Penalty: 5178.984375
	Iteration 11Q: 3 clusters Score -5807530 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -5807920.000000 Penalty: 5178.984375
	Iteration 12Q: 3 clusters Score -5807920 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -5808152.000000 Penalty: 5178.984375
	Iteration 13Q: 3 clusters Score -5808152 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -5808309.000000 Penalty: 5178.984375
	Iteration 14Q: 3 clusters Score -5808309 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -5808453.000000 Penalty: 5178.984375
	Iteration 15Q: 3 clusters Score -5808453 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -5808575.500000 Penalty: 5178.984375
	Iteration 16Q: 3 clusters Score -5808576 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -5808678.500000 Penalty: 5178.984375
	Iteration 17Q: 3 clusters Score -5808678 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -5808770.000000 Penalty: 5178.984375
	Iteration 18Q: 3 clusters Score -5808770 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -5808888.500000 Penalty: 5178.984375
	Iteration 19Q: 3 clusters Score -5808888 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -5808999.000000 Penalty: 5178.984375
	Iteration 20F: 3 clusters Score -5808999 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -5809137.000000 Penalty: 5178.984375
	Iteration 21Q: 3 clusters Score -5809137 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -5809302.000000 Penalty: 5178.984375
	Iteration 22Q: 3 clusters Score -5809302 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -5809520.000000 Penalty: 5178.984375
	Iteration 23Q: 3 clusters Score -5809520 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -5809776.000000 Penalty: 5178.984375
	Iteration 24Q: 3 clusters Score -5809776 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -5810148.500000 Penalty: 5178.984375
	Iteration 25Q: 3 clusters Score -5810148 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -5810590.500000 Penalty: 5178.984375
	Iteration 26Q: 3 clusters Score -5810590 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -5811026.500000 Penalty: 5178.984375
	Iteration 27Q: 3 clusters Score -5811026 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -5811415.500000 Penalty: 5178.984375
	Iteration 28Q: 3 clusters Score -5811416 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -5811727.500000 Penalty: 5178.984375
	Iteration 29Q: 3 clusters Score -5811728 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -5812052.000000 Penalty: 5178.984375
	Iteration 30Q: 3 clusters Score -5812052 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -5812282.000000 Penalty: 5178.984375
	Iteration 31Q: 3 clusters Score -5812282 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -5812421.000000 Penalty: 5178.984375
	Iteration 32Q: 3 clusters Score -5812421 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -5812520.000000 Penalty: 5178.984375
	Iteration 33Q: 3 clusters Score -5812520 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -5812599.000000 Penalty: 5178.984375
	Iteration 34Q: 3 clusters Score -5812599 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -5812662.000000 Penalty: 5178.984375
	Iteration 35Q: 3 clusters Score -5812662 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -5812733.000000 Penalty: 5178.984375
	Iteration 36Q: 3 clusters Score -5812733 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -5812780.000000 Penalty: 5178.984375
	Iteration 37Q: 3 clusters Score -5812780 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -5812835.500000 Penalty: 5178.984375
	Iteration 38Q: 3 clusters Score -5812836 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -5812839.000000 Penalty: 5178.984375
	Iteration 39Q: 3 clusters Score -5812839 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -5812916.500000 Penalty: 5178.984375
	Iteration 40F: 3 clusters Score -5812916 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -5812957.500000 Penalty: 5178.984375
	Iteration 41Q: 3 clusters Score -5812958 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -5812968.000000 Penalty: 5178.984375
	Iteration 42Q: 3 clusters Score -5812968 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -5812973.500000 Penalty: 5178.984375
	Iteration 43Q: 3 clusters Score -5812974 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -5812989.500000 Penalty: 5178.984375
	Iteration 44Q: 3 clusters Score -5812990 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -5813000.500000 Penalty: 5178.984375
	Iteration 45Q: 3 clusters Score -5813000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -5813005.000000 Penalty: 5178.984375
	Iteration 46Q: 3 clusters Score -5813005 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -5813020.000000 Penalty: 5178.984375
	Iteration 47Q: 3 clusters Score -5813020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -5813019.500000 Penalty: 5178.984375
	Iteration 48Q: 3 clusters Score -5813020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -5813035.500000 Penalty: 5178.984375
	Iteration 49Q: 3 clusters Score -5813036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -5813026.000000 Penalty: 5178.984375
	Iteration 50Q: 3 clusters Score -5813026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -5813043.000000 Penalty: 5178.984375
	Iteration 51Q: 3 clusters Score -5813043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -5813047.500000 Penalty: 5178.984375
	Iteration 52Q: 3 clusters Score -5813048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -5813041.000000 Penalty: 5178.984375
	Iteration 53Q: 3 clusters Score -5813041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -5813041.500000 Penalty: 5178.984375
	Iteration 54Q: 3 clusters Score -5813042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -5813039.500000 Penalty: 5178.984375
	Iteration 55Q: 3 clusters Score -5813040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -5813047.000000 Penalty: 5178.984375
	Iteration 56Q: 3 clusters Score -5813047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -5813048.500000 Penalty: 5178.984375
	Iteration 57Q: 3 clusters Score -5813048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -5813060.000000 Penalty: 5178.984375
	Iteration 58Q: 3 clusters Score -5813060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -5813057.000000 Penalty: 5178.984375
	Iteration 59Q: 3 clusters Score -5813057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -5813054.500000 Penalty: 5178.984375
	Iteration 60F: 3 clusters Score -5813054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -5813053.000000 Penalty: 5178.984375
	Iteration 61Q: 3 clusters Score -5813053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -5813054.500000 Penalty: 5178.984375
	Iteration 62Q: 3 clusters Score -5813054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -5813055.500000 Penalty: 5178.984375
	Iteration 63Q: 3 clusters Score -5813056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -5813050.000000 Penalty: 5178.984375
	Iteration 64Q: 3 clusters Score -5813050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -5813060.000000 Penalty: 5178.984375
	Iteration 65Q: 3 clusters Score -5813060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -5813068.000000 Penalty: 5178.984375
	Iteration 66Q: 3 clusters Score -5813068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -5813068.000000 Penalty: 5178.984375
	Iteration 67Q: 3 clusters Score -5813068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -5813064.500000 Penalty: 5178.984375
	Iteration 68Q: 3 clusters Score -5813064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -5813064.500000 Penalty: 5178.984375
	Iteration 69F: 3 clusters Score -5813064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 37213 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60202 members 
Mstep: Class 5 contains 34324 members 
Mstep: Class 6 contains 5707 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 30920 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 29507 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10392 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63754 members 
Mstep: Class 18 contains 4647 members 
Mstep: Class 19 contains 13749 members 
Mstep: Class 20 contains 75337 members 
Mstep: Class 21 contains 17077 members 
Mstep: Class 22 contains 20681 members 
Mstep: Class 23 contains 5483 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 6260 members 
Mstep: Class 31 contains 11627 members 
Mstep: Class 32 contains 11273 members 
Mstep: Class 33 contains 4943 members 
Mstep: Class 34 contains 53860 members 
Mstep: Class 35 contains 11703 members 
Mstep: Class 36 contains 4449 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52803 members 
Mstep: Class 40 contains 2024 members 
Mstep: Class 41 contains 16017 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 706 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7772 members 
Mstep: Class 47 contains 16933 members 
Mstep: Class 48 contains 4745 members 
Entering Unmasked Estep 
Score: -115054968.000000 Penalty: 160234.328125
Splitting cluster 12 changes total score from -115054056.000000 to -115054968.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 13 (3613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Entering Unmasked Estep 
Score: -608566.750000 Penalty: 2031.688965
	Iteration 0F: 2 clusters Score -608566.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -604950.687500 Penalty: 4063.377930
	Iteration 0F: 3 clusters Score -604950.7 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -605757.000000 Penalty: 4063.377930
	Iteration 1F: 3 clusters Score -605757 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -605991.312500 Penalty: 4063.377930
	Iteration 2F: 3 clusters Score -605991.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -606178.312500 Penalty: 4063.377930
	Iteration 3F: 3 clusters Score -606178.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -606381.562500 Penalty: 4063.377930
	Iteration 4F: 3 clusters Score -606381.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -606703.875000 Penalty: 4063.377930
	Iteration 5F: 3 clusters Score -606703.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -607010.687500 Penalty: 4063.377930
	Iteration 6F: 3 clusters Score -607010.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -607236.000000 Penalty: 4063.377930
	Iteration 7F: 3 clusters Score -607236 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -607391.562500 Penalty: 4063.377930
	Iteration 8Q: 3 clusters Score -607391.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -607497.500000 Penalty: 4063.377930
	Iteration 9Q: 3 clusters Score -607497.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -607552.375000 Penalty: 4063.377930
	Iteration 10Q: 3 clusters Score -607552.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -607585.187500 Penalty: 4063.377930
	Iteration 11Q: 3 clusters Score -607585.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -607606.812500 Penalty: 4063.377930
	Iteration 12Q: 3 clusters Score -607606.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -607618.250000 Penalty: 4063.377930
	Iteration 13Q: 3 clusters Score -607618.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -607624.500000 Penalty: 4063.377930
	Iteration 14Q: 3 clusters Score -607624.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -607631.687500 Penalty: 4063.377930
	Iteration 15Q: 3 clusters Score -607631.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -607634.937500 Penalty: 4063.377930
	Iteration 16Q: 3 clusters Score -607634.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -607637.812500 Penalty: 4063.377930
	Iteration 17Q: 3 clusters Score -607637.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -607639.750000 Penalty: 4063.377930
	Iteration 18Q: 3 clusters Score -607639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -607640.437500 Penalty: 4063.377930
	Iteration 19Q: 3 clusters Score -607640.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -607640.250000 Penalty: 4063.377930
	Iteration 20F: 3 clusters Score -607640.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -607641.125000 Penalty: 4063.377930
	Iteration 21Q: 3 clusters Score -607641.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -607641.375000 Penalty: 4063.377930
	Iteration 22Q: 3 clusters Score -607641.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -607641.375000 Penalty: 4063.377930
	Iteration 23F: 3 clusters Score -607641.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Entering Unmasked Estep 
Score: -1741500.375000 Penalty: 2293.700439
	Iteration 0F: 2 clusters Score -1741500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1733570.125000 Penalty: 4587.400879
	Iteration 0F: 3 clusters Score -1733570 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1735918.125000 Penalty: 4587.400879
	Iteration 1F: 3 clusters Score -1735918 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1736238.125000 Penalty: 4587.400879
	Iteration 2F: 3 clusters Score -1736238 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1736493.000000 Penalty: 4587.400879
	Iteration 3F: 3 clusters Score -1736493 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1736728.250000 Penalty: 4587.400879
	Iteration 4Q: 3 clusters Score -1736728 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1736944.625000 Penalty: 4587.400879
	Iteration 5Q: 3 clusters Score -1736945 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1737194.750000 Penalty: 4587.400879
	Iteration 6Q: 3 clusters Score -1737195 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1737502.625000 Penalty: 4587.400879
	Iteration 7Q: 3 clusters Score -1737503 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1737815.500000 Penalty: 4587.400879
	Iteration 8Q: 3 clusters Score -1737816 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1738175.500000 Penalty: 4587.400879
	Iteration 9Q: 3 clusters Score -1738176 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1738563.875000 Penalty: 4587.400879
	Iteration 10Q: 3 clusters Score -1738564 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1738908.250000 Penalty: 4587.400879
	Iteration 11Q: 3 clusters Score -1738908 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1739255.250000 Penalty: 4587.400879
	Iteration 12Q: 3 clusters Score -1739255 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1739605.000000 Penalty: 4587.400879
	Iteration 13Q: 3 clusters Score -1739605 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1739878.750000 Penalty: 4587.400879
	Iteration 14Q: 3 clusters Score -1739879 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1740084.500000 Penalty: 4587.400879
	Iteration 15Q: 3 clusters Score -1740084 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1740241.625000 Penalty: 4587.400879
	Iteration 16Q: 3 clusters Score -1740242 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1740371.000000 Penalty: 4587.400879
	Iteration 17Q: 3 clusters Score -1740371 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1740435.000000 Penalty: 4587.400879
	Iteration 18Q: 3 clusters Score -1740435 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1740478.000000 Penalty: 4587.400879
	Iteration 19Q: 3 clusters Score -1740478 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1740501.375000 Penalty: 4587.400879
	Iteration 20F: 3 clusters Score -1740501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1740510.250000 Penalty: 4587.400879
	Iteration 21Q: 3 clusters Score -1740510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1740517.750000 Penalty: 4587.400879
	Iteration 22Q: 3 clusters Score -1740518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1740527.375000 Penalty: 4587.400879
	Iteration 23Q: 3 clusters Score -1740527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1740539.000000 Penalty: 4587.400879
	Iteration 24Q: 3 clusters Score -1740539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1740557.000000 Penalty: 4587.400879
	Iteration 25Q: 3 clusters Score -1740557 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1740576.000000 Penalty: 4587.400879
	Iteration 26Q: 3 clusters Score -1740576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1740601.750000 Penalty: 4587.400879
	Iteration 27Q: 3 clusters Score -1740602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1740613.250000 Penalty: 4587.400879
	Iteration 28Q: 3 clusters Score -1740613 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1740620.625000 Penalty: 4587.400879
	Iteration 29Q: 3 clusters Score -1740621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1740636.500000 Penalty: 4587.400879
	Iteration 30Q: 3 clusters Score -1740636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1740644.250000 Penalty: 4587.400879
	Iteration 31Q: 3 clusters Score -1740644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1740650.125000 Penalty: 4587.400879
	Iteration 32Q: 3 clusters Score -1740650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1740654.750000 Penalty: 4587.400879
	Iteration 33Q: 3 clusters Score -1740655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1740651.375000 Penalty: 4587.400879
	Iteration 34Q: 3 clusters Score -1740651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1740659.375000 Penalty: 4587.400879
	Iteration 35Q: 3 clusters Score -1740659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1740659.250000 Penalty: 4587.400879
	Iteration 36Q: 3 clusters Score -1740659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1740661.625000 Penalty: 4587.400879
	Iteration 37Q: 3 clusters Score -1740662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1740662.000000 Penalty: 4587.400879
	Iteration 38Q: 3 clusters Score -1740662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1740661.125000 Penalty: 4587.400879
	Iteration 39Q: 3 clusters Score -1740661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1740659.750000 Penalty: 4587.400879
	Iteration 40F: 3 clusters Score -1740660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1740658.500000 Penalty: 4587.400879
	Iteration 41Q: 3 clusters Score -1740658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1740662.000000 Penalty: 4587.400879
	Iteration 42Q: 3 clusters Score -1740662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1740662.000000 Penalty: 4587.400879
	Iteration 43F: 3 clusters Score -1740662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Entering Unmasked Estep 
Score: -656653.437500 Penalty: 2055.930420
	Iteration 0F: 2 clusters Score -656653.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -652795.000000 Penalty: 4111.860840
	Iteration 0F: 3 clusters Score -652795 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -653982.312500 Penalty: 4111.860840
	Iteration 1F: 3 clusters Score -653982.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -654682.187500 Penalty: 4111.860840
	Iteration 2F: 3 clusters Score -654682.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -655388.250000 Penalty: 4111.860840
	Iteration 3F: 3 clusters Score -655388.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -656056.812500 Penalty: 4111.860840
	Iteration 4F: 3 clusters Score -656056.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -656616.875000 Penalty: 4111.860840
	Iteration 5F: 3 clusters Score -656616.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -656859.937500 Penalty: 4111.860840
	Iteration 6Q: 3 clusters Score -656859.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -656964.312500 Penalty: 4111.860840
	Iteration 7Q: 3 clusters Score -656964.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -657012.062500 Penalty: 4111.860840
	Iteration 8Q: 3 clusters Score -657012.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -657028.875000 Penalty: 4111.860840
	Iteration 9Q: 3 clusters Score -657028.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -657040.812500 Penalty: 4111.860840
	Iteration 10Q: 3 clusters Score -657040.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -657054.312500 Penalty: 4111.860840
	Iteration 11Q: 3 clusters Score -657054.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -657064.875000 Penalty: 4111.860840
	Iteration 12Q: 3 clusters Score -657064.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -657069.687500 Penalty: 4111.860840
	Iteration 13Q: 3 clusters Score -657069.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -657071.937500 Penalty: 4111.860840
	Iteration 14Q: 3 clusters Score -657071.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -657074.187500 Penalty: 4111.860840
	Iteration 15Q: 3 clusters Score -657074.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -657075.625000 Penalty: 4111.860840
	Iteration 16Q: 3 clusters Score -657075.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -657079.625000 Penalty: 4111.860840
	Iteration 17Q: 3 clusters Score -657079.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -657079.250000 Penalty: 4111.860840
	Iteration 18Q: 3 clusters Score -657079.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -657083.437500 Penalty: 4111.860840
	Iteration 19Q: 3 clusters Score -657083.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -657085.750000 Penalty: 4111.860840
	Iteration 20F: 3 clusters Score -657085.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -657087.125000 Penalty: 4111.860840
	Iteration 21Q: 3 clusters Score -657087.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -657090.250000 Penalty: 4111.860840
	Iteration 22Q: 3 clusters Score -657090.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -657094.000000 Penalty: 4111.860840
	Iteration 23Q: 3 clusters Score -657094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -657098.562500 Penalty: 4111.860840
	Iteration 24Q: 3 clusters Score -657098.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -657101.562500 Penalty: 4111.860840
	Iteration 25Q: 3 clusters Score -657101.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -657103.125000 Penalty: 4111.860840
	Iteration 26Q: 3 clusters Score -657103.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -657108.312500 Penalty: 4111.860840
	Iteration 27Q: 3 clusters Score -657108.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -657115.187500 Penalty: 4111.860840
	Iteration 28Q: 3 clusters Score -657115.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -657122.875000 Penalty: 4111.860840
	Iteration 29Q: 3 clusters Score -657122.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -657137.562500 Penalty: 4111.860840
	Iteration 30Q: 3 clusters Score -657137.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -657152.187500 Penalty: 4111.860840
	Iteration 31Q: 3 clusters Score -657152.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -657160.687500 Penalty: 4111.860840
	Iteration 32Q: 3 clusters Score -657160.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -657172.312500 Penalty: 4111.860840
	Iteration 33Q: 3 clusters Score -657172.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -657182.062500 Penalty: 4111.860840
	Iteration 34Q: 3 clusters Score -657182.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -657188.125000 Penalty: 4111.860840
	Iteration 35Q: 3 clusters Score -657188.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -657192.750000 Penalty: 4111.860840
	Iteration 36Q: 3 clusters Score -657192.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -657193.750000 Penalty: 4111.860840
	Iteration 37Q: 3 clusters Score -657193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -657194.625000 Penalty: 4111.860840
	Iteration 38Q: 3 clusters Score -657194.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -657194.812500 Penalty: 4111.860840
	Iteration 39Q: 3 clusters Score -657194.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -657194.812500 Penalty: 4111.860840
	Iteration 40F: 3 clusters Score -657194.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 37213 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60202 members 
Mstep: Class 5 contains 34324 members 
Mstep: Class 6 contains 5707 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 30920 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 29507 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10392 members 
Mstep: Class 15 contains 2491 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63754 members 
Mstep: Class 18 contains 4647 members 
Mstep: Class 19 contains 13749 members 
Mstep: Class 20 contains 75337 members 
Mstep: Class 21 contains 17077 members 
Mstep: Class 22 contains 20681 members 
Mstep: Class 23 contains 5483 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 6260 members 
Mstep: Class 31 contains 11627 members 
Mstep: Class 32 contains 11273 members 
Mstep: Class 33 contains 4943 members 
Mstep: Class 34 contains 53860 members 
Mstep: Class 35 contains 11703 members 
Mstep: Class 36 contains 4449 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52803 members 
Mstep: Class 40 contains 2024 members 
Mstep: Class 41 contains 16017 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 706 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7772 members 
Mstep: Class 47 contains 16933 members 
Mstep: Class 48 contains 4745 members 
Mstep: Class 49 contains 1493 members 
Entering Unmasked Estep 
Score: -115054192.000000 Penalty: 163572.531250
Splitting cluster 15 changes total score from -115054056.000000 to -115054192.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 16 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -175205.093750 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -175205.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -173230.250000 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -173230.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -173726.468750 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -173726.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -174041.171875 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -174041.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -174220.828125 Penalty: 3478.009277
	Iteration 3F: 3 clusters Score -174220.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -174400.546875 Penalty: 3478.009277
	Iteration 4F: 3 clusters Score -174400.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -174511.343750 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -174511.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -174637.140625 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -174637.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -174915.015625 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -174915 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -175297.031250 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -175297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -175326.671875 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -175326.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -175343.828125 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -175343.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -175354.437500 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -175354.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -175357.578125 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -175357.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -175358.640625 Penalty: 3478.009277
	Iteration 13Q: 3 clusters Score -175358.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -175361.156250 Penalty: 3478.009277
	Iteration 14Q: 3 clusters Score -175361.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -175365.156250 Penalty: 3478.009277
	Iteration 15Q: 3 clusters Score -175365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -175372.281250 Penalty: 3478.009277
	Iteration 16Q: 3 clusters Score -175372.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -175372.281250 Penalty: 3478.009277
	Iteration 17F: 3 clusters Score -175372.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 37213 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60202 members 
Mstep: Class 5 contains 34324 members 
Mstep: Class 6 contains 5707 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 30920 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 29507 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10392 members 
Mstep: Class 15 contains 2491 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 63754 members 
Mstep: Class 18 contains 4647 members 
Mstep: Class 19 contains 13749 members 
Mstep: Class 20 contains 75337 members 
Mstep: Class 21 contains 17077 members 
Mstep: Class 22 contains 20681 members 
Mstep: Class 23 contains 5483 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 6260 members 
Mstep: Class 31 contains 11627 members 
Mstep: Class 32 contains 11273 members 
Mstep: Class 33 contains 4943 members 
Mstep: Class 34 contains 53860 members 
Mstep: Class 35 contains 11703 members 
Mstep: Class 36 contains 4449 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52803 members 
Mstep: Class 40 contains 2024 members 
Mstep: Class 41 contains 16017 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 706 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7772 members 
Mstep: Class 47 contains 16933 members 
Mstep: Class 48 contains 4745 members 
Mstep: Class 49 contains 1493 members 
Mstep: Class 50 contains 453 members 
Entering Unmasked Estep 
Score: -115052744.000000 Penalty: 166910.750000
Splitting cluster 16 changes total score from -115054056.000000 to -115052744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (63754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63754 members 
Entering Unmasked Estep 
Score: -10490146.000000 Penalty: 2743.571289
	Iteration 0F: 2 clusters Score -1.049015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -10448499.000000 Penalty: 5487.142578
	Iteration 0F: 3 clusters Score -1.04485e+07 nChanged 29581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -10465270.000000 Penalty: 5487.142578
	Iteration 1F: 3 clusters Score -1.046527e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -10466326.000000 Penalty: 5487.142578
	Iteration 2Q: 3 clusters Score -1.046633e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -10467821.000000 Penalty: 5487.142578
	Iteration 3F: 3 clusters Score -1.046782e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -10470344.000000 Penalty: 5487.142578
	Iteration 4F: 3 clusters Score -1.047034e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -10474087.000000 Penalty: 5487.142578
	Iteration 5F: 3 clusters Score -1.047409e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -10478591.000000 Penalty: 5487.142578
	Iteration 6F: 3 clusters Score -1.047859e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -10482415.000000 Penalty: 5487.142578
	Iteration 7F: 3 clusters Score -1.048242e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -10485047.000000 Penalty: 5487.142578
	Iteration 8Q: 3 clusters Score -1.048505e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -10486539.000000 Penalty: 5487.142578
	Iteration 9Q: 3 clusters Score -1.048654e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57990 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -10487247.000000 Penalty: 5487.142578
	Iteration 10Q: 3 clusters Score -1.048725e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -10487658.000000 Penalty: 5487.142578
	Iteration 11Q: 3 clusters Score -1.048766e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59059 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -10487938.000000 Penalty: 5487.142578
	Iteration 12Q: 3 clusters Score -1.048794e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -10488159.000000 Penalty: 5487.142578
	Iteration 13Q: 3 clusters Score -1.048816e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -10488357.000000 Penalty: 5487.142578
	Iteration 14Q: 3 clusters Score -1.048836e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59980 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -10488561.000000 Penalty: 5487.142578
	Iteration 15Q: 3 clusters Score -1.048856e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60176 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -10488702.000000 Penalty: 5487.142578
	Iteration 16Q: 3 clusters Score -1.04887e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -10488803.000000 Penalty: 5487.142578
	Iteration 17Q: 3 clusters Score -1.04888e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60485 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -10488883.000000 Penalty: 5487.142578
	Iteration 18Q: 3 clusters Score -1.048888e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -10488941.000000 Penalty: 5487.142578
	Iteration 19Q: 3 clusters Score -1.048894e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60663 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -10488967.000000 Penalty: 5487.142578
	Iteration 20F: 3 clusters Score -1.048897e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -10488959.000000 Penalty: 5487.142578
	Iteration 21Q: 3 clusters Score -1.048896e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -10488982.000000 Penalty: 5487.142578
	Iteration 22Q: 3 clusters Score -1.048898e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -10489001.000000 Penalty: 5487.142578
	Iteration 23Q: 3 clusters Score -1.0489e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -10489003.000000 Penalty: 5487.142578
	Iteration 24Q: 3 clusters Score -1.0489e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -10489024.000000 Penalty: 5487.142578
	Iteration 25Q: 3 clusters Score -1.048902e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60931 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -10489038.000000 Penalty: 5487.142578
	Iteration 26Q: 3 clusters Score -1.048904e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -10489041.000000 Penalty: 5487.142578
	Iteration 27Q: 3 clusters Score -1.048904e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -10489045.000000 Penalty: 5487.142578
	Iteration 28Q: 3 clusters Score -1.048904e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -10489059.000000 Penalty: 5487.142578
	Iteration 29Q: 3 clusters Score -1.048906e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -10489055.000000 Penalty: 5487.142578
	Iteration 30Q: 3 clusters Score -1.048906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61009 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -10489065.000000 Penalty: 5487.142578
	Iteration 31Q: 3 clusters Score -1.048906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61018 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -10489066.000000 Penalty: 5487.142578
	Iteration 32Q: 3 clusters Score -1.048907e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -10489045.000000 Penalty: 5487.142578
	Iteration 33Q: 3 clusters Score -1.048904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -10489069.000000 Penalty: 5487.142578
	Iteration 34Q: 3 clusters Score -1.048907e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61052 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -10489066.000000 Penalty: 5487.142578
	Iteration 35Q: 3 clusters Score -1.048907e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -10489078.000000 Penalty: 5487.142578
	Iteration 36Q: 3 clusters Score -1.048908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61061 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -10489073.000000 Penalty: 5487.142578
	Iteration 37Q: 3 clusters Score -1.048907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -10489077.000000 Penalty: 5487.142578
	Iteration 38Q: 3 clusters Score -1.048908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -10489088.000000 Penalty: 5487.142578
	Iteration 39Q: 3 clusters Score -1.048909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61079 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -10489060.000000 Penalty: 5487.142578
	Iteration 40F: 3 clusters Score -1.048906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61087 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -10489070.000000 Penalty: 5487.142578
	Iteration 41Q: 3 clusters Score -1.048907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61092 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -10489061.000000 Penalty: 5487.142578
	Iteration 42Q: 3 clusters Score -1.048906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61101 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -10489066.000000 Penalty: 5487.142578
	Iteration 43Q: 3 clusters Score -1.048907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61112 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -10489067.000000 Penalty: 5487.142578
	Iteration 44Q: 3 clusters Score -1.048907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -10489054.000000 Penalty: 5487.142578
	Iteration 45Q: 3 clusters Score -1.048905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61121 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -10489049.000000 Penalty: 5487.142578
	Iteration 46Q: 3 clusters Score -1.048905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -10489051.000000 Penalty: 5487.142578
	Iteration 47Q: 3 clusters Score -1.048905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61127 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -10489055.000000 Penalty: 5487.142578
	Iteration 48Q: 3 clusters Score -1.048906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61133 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -10489046.000000 Penalty: 5487.142578
	Iteration 49Q: 3 clusters Score -1.048905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61133 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -10489054.000000 Penalty: 5487.142578
	Iteration 50Q: 3 clusters Score -1.048905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61133 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -10489063.000000 Penalty: 5487.142578
	Iteration 51Q: 3 clusters Score -1.048906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61135 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -10489061.000000 Penalty: 5487.142578
	Iteration 52Q: 3 clusters Score -1.048906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61137 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -10489057.000000 Penalty: 5487.142578
	Iteration 53Q: 3 clusters Score -1.048906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61142 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -10489061.000000 Penalty: 5487.142578
	Iteration 54Q: 3 clusters Score -1.048906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61146 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -10489047.000000 Penalty: 5487.142578
	Iteration 55Q: 3 clusters Score -1.048905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61147 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -10489046.000000 Penalty: 5487.142578
	Iteration 56Q: 3 clusters Score -1.048905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61150 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -10489056.000000 Penalty: 5487.142578
	Iteration 57Q: 3 clusters Score -1.048906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -10489055.000000 Penalty: 5487.142578
	Iteration 58Q: 3 clusters Score -1.048906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61157 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -10489070.000000 Penalty: 5487.142578
	Iteration 59Q: 3 clusters Score -1.048907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -10489055.000000 Penalty: 5487.142578
	Iteration 60F: 3 clusters Score -1.048906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61164 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -10489064.000000 Penalty: 5487.142578
	Iteration 61Q: 3 clusters Score -1.048906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -10489068.000000 Penalty: 5487.142578
	Iteration 62Q: 3 clusters Score -1.048907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61171 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -10489073.000000 Penalty: 5487.142578
	Iteration 63Q: 3 clusters Score -1.048907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -10489070.000000 Penalty: 5487.142578
	Iteration 64Q: 3 clusters Score -1.048907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -10489070.000000 Penalty: 5487.142578
	Iteration 65F: 3 clusters Score -1.048907e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Entering Unmasked Estep 
Score: -712096.687500 Penalty: 2094.106445
	Iteration 0F: 2 clusters Score -712096.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -707896.000000 Penalty: 4188.212891
	Iteration 0F: 3 clusters Score -707896 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -709219.000000 Penalty: 4188.212891
	Iteration 1F: 3 clusters Score -709219 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -709682.437500 Penalty: 4188.212891
	Iteration 2F: 3 clusters Score -709682.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -709959.000000 Penalty: 4188.212891
	Iteration 3F: 3 clusters Score -709959 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -710150.125000 Penalty: 4188.212891
	Iteration 4F: 3 clusters Score -710150.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -710278.437500 Penalty: 4188.212891
	Iteration 5Q: 3 clusters Score -710278.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -710352.625000 Penalty: 4188.212891
	Iteration 6Q: 3 clusters Score -710352.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -710396.000000 Penalty: 4188.212891
	Iteration 7Q: 3 clusters Score -710396 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -710436.687500 Penalty: 4188.212891
	Iteration 8Q: 3 clusters Score -710436.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -710491.812500 Penalty: 4188.212891
	Iteration 9Q: 3 clusters Score -710491.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -710554.937500 Penalty: 4188.212891
	Iteration 10Q: 3 clusters Score -710554.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -710595.312500 Penalty: 4188.212891
	Iteration 11Q: 3 clusters Score -710595.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -710630.500000 Penalty: 4188.212891
	Iteration 12Q: 3 clusters Score -710630.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -710659.937500 Penalty: 4188.212891
	Iteration 13Q: 3 clusters Score -710659.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -710687.187500 Penalty: 4188.212891
	Iteration 14Q: 3 clusters Score -710687.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -710706.875000 Penalty: 4188.212891
	Iteration 15Q: 3 clusters Score -710706.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -710718.875000 Penalty: 4188.212891
	Iteration 16Q: 3 clusters Score -710718.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -710732.375000 Penalty: 4188.212891
	Iteration 17Q: 3 clusters Score -710732.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -710740.000000 Penalty: 4188.212891
	Iteration 18Q: 3 clusters Score -710740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -710745.937500 Penalty: 4188.212891
	Iteration 19Q: 3 clusters Score -710745.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -710754.125000 Penalty: 4188.212891
	Iteration 20F: 3 clusters Score -710754.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -710763.312500 Penalty: 4188.212891
	Iteration 21Q: 3 clusters Score -710763.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -710770.625000 Penalty: 4188.212891
	Iteration 22Q: 3 clusters Score -710770.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -710775.437500 Penalty: 4188.212891
	Iteration 23Q: 3 clusters Score -710775.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -710780.312500 Penalty: 4188.212891
	Iteration 24Q: 3 clusters Score -710780.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -710782.125000 Penalty: 4188.212891
	Iteration 25Q: 3 clusters Score -710782.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -710785.062500 Penalty: 4188.212891
	Iteration 26Q: 3 clusters Score -710785.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -710784.812500 Penalty: 4188.212891
	Iteration 27Q: 3 clusters Score -710784.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -710786.875000 Penalty: 4188.212891
	Iteration 28Q: 3 clusters Score -710786.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -710789.062500 Penalty: 4188.212891
	Iteration 29Q: 3 clusters Score -710789.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -710790.937500 Penalty: 4188.212891
	Iteration 30Q: 3 clusters Score -710790.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -710793.000000 Penalty: 4188.212891
	Iteration 31Q: 3 clusters Score -710793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -710794.562500 Penalty: 4188.212891
	Iteration 32Q: 3 clusters Score -710794.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -710795.312500 Penalty: 4188.212891
	Iteration 33Q: 3 clusters Score -710795.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -710795.312500 Penalty: 4188.212891
	Iteration 34F: 3 clusters Score -710795.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Entering Unmasked Estep 
Score: -2321553.000000 Penalty: 2363.123047
	Iteration 0F: 2 clusters Score -2321553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2311407.500000 Penalty: 4726.246094
	Iteration 0F: 3 clusters Score -2311408 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2314603.750000 Penalty: 4726.246094
	Iteration 1F: 3 clusters Score -2314604 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2314979.750000 Penalty: 4726.246094
	Iteration 2F: 3 clusters Score -2314980 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2315280.000000 Penalty: 4726.246094
	Iteration 3F: 3 clusters Score -2315280 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2315551.750000 Penalty: 4726.246094
	Iteration 4Q: 3 clusters Score -2315552 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2315833.250000 Penalty: 4726.246094
	Iteration 5Q: 3 clusters Score -2315833 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2316145.750000 Penalty: 4726.246094
	Iteration 6Q: 3 clusters Score -2316146 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2316494.750000 Penalty: 4726.246094
	Iteration 7Q: 3 clusters Score -2316495 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2316891.000000 Penalty: 4726.246094
	Iteration 8Q: 3 clusters Score -2316891 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2317328.750000 Penalty: 4726.246094
	Iteration 9Q: 3 clusters Score -2317329 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2317760.500000 Penalty: 4726.246094
	Iteration 10Q: 3 clusters Score -2317760 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2318146.250000 Penalty: 4726.246094
	Iteration 11Q: 3 clusters Score -2318146 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2318525.000000 Penalty: 4726.246094
	Iteration 12Q: 3 clusters Score -2318525 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2318872.500000 Penalty: 4726.246094
	Iteration 13Q: 3 clusters Score -2318872 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2319204.500000 Penalty: 4726.246094
	Iteration 14Q: 3 clusters Score -2319204 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2319442.250000 Penalty: 4726.246094
	Iteration 15Q: 3 clusters Score -2319442 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2319598.250000 Penalty: 4726.246094
	Iteration 16Q: 3 clusters Score -2319598 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2319709.000000 Penalty: 4726.246094
	Iteration 17Q: 3 clusters Score -2319709 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2319794.250000 Penalty: 4726.246094
	Iteration 18Q: 3 clusters Score -2319794 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2319848.750000 Penalty: 4726.246094
	Iteration 19Q: 3 clusters Score -2319849 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2319888.250000 Penalty: 4726.246094
	Iteration 20F: 3 clusters Score -2319888 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2319918.000000 Penalty: 4726.246094
	Iteration 21Q: 3 clusters Score -2319918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2319935.500000 Penalty: 4726.246094
	Iteration 22Q: 3 clusters Score -2319936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2319950.750000 Penalty: 4726.246094
	Iteration 23Q: 3 clusters Score -2319951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2319955.750000 Penalty: 4726.246094
	Iteration 24Q: 3 clusters Score -2319956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2319972.250000 Penalty: 4726.246094
	Iteration 25Q: 3 clusters Score -2319972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2319970.250000 Penalty: 4726.246094
	Iteration 26Q: 3 clusters Score -2319970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2319974.250000 Penalty: 4726.246094
	Iteration 27Q: 3 clusters Score -2319974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2319972.500000 Penalty: 4726.246094
	Iteration 28Q: 3 clusters Score -2319972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2319974.750000 Penalty: 4726.246094
	Iteration 29Q: 3 clusters Score -2319975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2319974.750000 Penalty: 4726.246094
	Iteration 30Q: 3 clusters Score -2319975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2319976.250000 Penalty: 4726.246094
	Iteration 31Q: 3 clusters Score -2319976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2319976.000000 Penalty: 4726.246094
	Iteration 32Q: 3 clusters Score -2319976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2319976.000000 Penalty: 4726.246094
	Iteration 33F: 3 clusters Score -2319976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (75337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75337 members 
Entering Unmasked Estep 
Score: -12749335.000000 Penalty: 2784.972168
	Iteration 0F: 2 clusters Score -1.274934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -12702273.000000 Penalty: 5569.944336
	Iteration 0F: 3 clusters Score -1.270227e+07 nChanged 35392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -12722377.000000 Penalty: 5569.944336
	Iteration 1F: 3 clusters Score -1.272238e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -12723053.000000 Penalty: 5569.944336
	Iteration 2Q: 3 clusters Score -1.272305e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -12723672.000000 Penalty: 5569.944336
	Iteration 3Q: 3 clusters Score -1.272367e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -12724367.000000 Penalty: 5569.944336
	Iteration 4Q: 3 clusters Score -1.272437e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -12725232.000000 Penalty: 5569.944336
	Iteration 5Q: 3 clusters Score -1.272523e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -12726295.000000 Penalty: 5569.944336
	Iteration 6Q: 3 clusters Score -1.27263e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -12727567.000000 Penalty: 5569.944336
	Iteration 7Q: 3 clusters Score -1.272757e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -12729166.000000 Penalty: 5569.944336
	Iteration 8Q: 3 clusters Score -1.272917e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -12731271.000000 Penalty: 5569.944336
	Iteration 9F: 3 clusters Score -1.273127e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -12733758.000000 Penalty: 5569.944336
	Iteration 10F: 3 clusters Score -1.273376e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -12736067.000000 Penalty: 5569.944336
	Iteration 11F: 3 clusters Score -1.273607e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -12738085.000000 Penalty: 5569.944336
	Iteration 12Q: 3 clusters Score -1.273808e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -12739295.000000 Penalty: 5569.944336
	Iteration 13Q: 3 clusters Score -1.27393e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -12740079.000000 Penalty: 5569.944336
	Iteration 14Q: 3 clusters Score -1.274008e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -12740577.000000 Penalty: 5569.944336
	Iteration 15Q: 3 clusters Score -1.274058e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -12740980.000000 Penalty: 5569.944336
	Iteration 16Q: 3 clusters Score -1.274098e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58507 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -12741406.000000 Penalty: 5569.944336
	Iteration 17Q: 3 clusters Score -1.274141e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -12741840.000000 Penalty: 5569.944336
	Iteration 18Q: 3 clusters Score -1.274184e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -12742289.000000 Penalty: 5569.944336
	Iteration 19Q: 3 clusters Score -1.274229e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61975 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -12742751.000000 Penalty: 5569.944336
	Iteration 20F: 3 clusters Score -1.274275e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -12743183.000000 Penalty: 5569.944336
	Iteration 21Q: 3 clusters Score -1.274318e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63943 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -12743560.000000 Penalty: 5569.944336
	Iteration 22Q: 3 clusters Score -1.274356e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -12743955.000000 Penalty: 5569.944336
	Iteration 23Q: 3 clusters Score -1.274396e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65669 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -12744342.000000 Penalty: 5569.944336
	Iteration 24Q: 3 clusters Score -1.274434e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66535 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -12744729.000000 Penalty: 5569.944336
	Iteration 25Q: 3 clusters Score -1.274473e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67359 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -12745090.000000 Penalty: 5569.944336
	Iteration 26Q: 3 clusters Score -1.274509e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68096 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -12745502.000000 Penalty: 5569.944336
	Iteration 27Q: 3 clusters Score -1.27455e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68760 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -12745872.000000 Penalty: 5569.944336
	Iteration 28Q: 3 clusters Score -1.274587e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69341 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -12746113.000000 Penalty: 5569.944336
	Iteration 29Q: 3 clusters Score -1.274611e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -12746499.000000 Penalty: 5569.944336
	Iteration 30Q: 3 clusters Score -1.27465e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70315 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -12746730.000000 Penalty: 5569.944336
	Iteration 31Q: 3 clusters Score -1.274673e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70686 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -12746927.000000 Penalty: 5569.944336
	Iteration 32Q: 3 clusters Score -1.274693e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71013 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -12747039.000000 Penalty: 5569.944336
	Iteration 33Q: 3 clusters Score -1.274704e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71284 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -12747164.000000 Penalty: 5569.944336
	Iteration 34Q: 3 clusters Score -1.274716e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71505 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -12747288.000000 Penalty: 5569.944336
	Iteration 35Q: 3 clusters Score -1.274729e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71692 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -12747308.000000 Penalty: 5569.944336
	Iteration 36Q: 3 clusters Score -1.274731e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71849 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -12747413.000000 Penalty: 5569.944336
	Iteration 37Q: 3 clusters Score -1.274741e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71982 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -12747501.000000 Penalty: 5569.944336
	Iteration 38Q: 3 clusters Score -1.27475e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72119 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -12747537.000000 Penalty: 5569.944336
	Iteration 39Q: 3 clusters Score -1.274754e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72227 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -12747530.000000 Penalty: 5569.944336
	Iteration 40F: 3 clusters Score -1.274753e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72322 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -12747548.000000 Penalty: 5569.944336
	Iteration 41Q: 3 clusters Score -1.274755e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72405 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -12747603.000000 Penalty: 5569.944336
	Iteration 42Q: 3 clusters Score -1.27476e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72454 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -12747603.000000 Penalty: 5569.944336
	Iteration 43Q: 3 clusters Score -1.27476e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72493 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -12747573.000000 Penalty: 5569.944336
	Iteration 44Q: 3 clusters Score -1.274757e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72532 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -12747617.000000 Penalty: 5569.944336
	Iteration 45Q: 3 clusters Score -1.274762e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -12747601.000000 Penalty: 5569.944336
	Iteration 46Q: 3 clusters Score -1.27476e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72599 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -12747635.000000 Penalty: 5569.944336
	Iteration 47Q: 3 clusters Score -1.274764e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72624 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -12747602.000000 Penalty: 5569.944336
	Iteration 48Q: 3 clusters Score -1.27476e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72648 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -12747624.000000 Penalty: 5569.944336
	Iteration 49Q: 3 clusters Score -1.274762e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72679 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -12747629.000000 Penalty: 5569.944336
	Iteration 50Q: 3 clusters Score -1.274763e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72704 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -12747666.000000 Penalty: 5569.944336
	Iteration 51Q: 3 clusters Score -1.274767e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72724 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -12747673.000000 Penalty: 5569.944336
	Iteration 52Q: 3 clusters Score -1.274767e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72741 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -12747620.000000 Penalty: 5569.944336
	Iteration 53Q: 3 clusters Score -1.274762e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72754 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -12747627.000000 Penalty: 5569.944336
	Iteration 54Q: 3 clusters Score -1.274763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72764 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -12747638.000000 Penalty: 5569.944336
	Iteration 55Q: 3 clusters Score -1.274764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72774 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -12747644.000000 Penalty: 5569.944336
	Iteration 56Q: 3 clusters Score -1.274764e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72794 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -12747649.000000 Penalty: 5569.944336
	Iteration 57Q: 3 clusters Score -1.274765e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72813 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -12747638.000000 Penalty: 5569.944336
	Iteration 58Q: 3 clusters Score -1.274764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72824 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -12747655.000000 Penalty: 5569.944336
	Iteration 59Q: 3 clusters Score -1.274766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -12747657.000000 Penalty: 5569.944336
	Iteration 60F: 3 clusters Score -1.274766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72839 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -12747665.000000 Penalty: 5569.944336
	Iteration 61Q: 3 clusters Score -1.274766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72844 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -12747650.000000 Penalty: 5569.944336
	Iteration 62Q: 3 clusters Score -1.274765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72850 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -12747661.000000 Penalty: 5569.944336
	Iteration 63Q: 3 clusters Score -1.274766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72853 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -12747654.000000 Penalty: 5569.944336
	Iteration 64Q: 3 clusters Score -1.274765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72854 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -12747655.000000 Penalty: 5569.944336
	Iteration 65Q: 3 clusters Score -1.274766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -12747647.000000 Penalty: 5569.944336
	Iteration 66Q: 3 clusters Score -1.274765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -12747660.000000 Penalty: 5569.944336
	Iteration 67Q: 3 clusters Score -1.274766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -12747663.000000 Penalty: 5569.944336
	Iteration 68Q: 3 clusters Score -1.274766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -12747664.000000 Penalty: 5569.944336
	Iteration 69Q: 3 clusters Score -1.274766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72872 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -12747665.000000 Penalty: 5569.944336
	Iteration 70Q: 3 clusters Score -1.274766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72877 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -12747674.000000 Penalty: 5569.944336
	Iteration 71Q: 3 clusters Score -1.274767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72882 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -12747679.000000 Penalty: 5569.944336
	Iteration 72Q: 3 clusters Score -1.274768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72886 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -12747667.000000 Penalty: 5569.944336
	Iteration 73Q: 3 clusters Score -1.274767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72891 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -12747658.000000 Penalty: 5569.944336
	Iteration 74Q: 3 clusters Score -1.274766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -12747663.000000 Penalty: 5569.944336
	Iteration 75Q: 3 clusters Score -1.274766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -12747653.000000 Penalty: 5569.944336
	Iteration 76Q: 3 clusters Score -1.274765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72909 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -12747654.000000 Penalty: 5569.944336
	Iteration 77Q: 3 clusters Score -1.274765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -12747654.000000 Penalty: 5569.944336
	Iteration 78Q: 3 clusters Score -1.274765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72914 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -12747655.000000 Penalty: 5569.944336
	Iteration 79Q: 3 clusters Score -1.274766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72914 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -12747655.000000 Penalty: 5569.944336
	Iteration 80F: 3 clusters Score -1.274766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Entering Unmasked Estep 
Score: -2883766.000000 Penalty: 2416.881104
	Iteration 0F: 2 clusters Score -2883766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2871612.250000 Penalty: 4833.762207
	Iteration 0F: 3 clusters Score -2871612 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2875402.000000 Penalty: 4833.762207
	Iteration 1F: 3 clusters Score -2875402 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2875753.750000 Penalty: 4833.762207
	Iteration 2F: 3 clusters Score -2875754 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2876057.500000 Penalty: 4833.762207
	Iteration 3Q: 3 clusters Score -2876058 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2876337.000000 Penalty: 4833.762207
	Iteration 4Q: 3 clusters Score -2876337 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2876591.000000 Penalty: 4833.762207
	Iteration 5Q: 3 clusters Score -2876591 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2876877.250000 Penalty: 4833.762207
	Iteration 6Q: 3 clusters Score -2876877 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2877221.000000 Penalty: 4833.762207
	Iteration 7Q: 3 clusters Score -2877221 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2877646.250000 Penalty: 4833.762207
	Iteration 8Q: 3 clusters Score -2877646 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2878161.750000 Penalty: 4833.762207
	Iteration 9F: 3 clusters Score -2878162 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2878768.750000 Penalty: 4833.762207
	Iteration 10F: 3 clusters Score -2878769 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2879365.750000 Penalty: 4833.762207
	Iteration 11Q: 3 clusters Score -2879366 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2879932.500000 Penalty: 4833.762207
	Iteration 12Q: 3 clusters Score -2879932 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2880438.000000 Penalty: 4833.762207
	Iteration 13Q: 3 clusters Score -2880438 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2880836.500000 Penalty: 4833.762207
	Iteration 14Q: 3 clusters Score -2880836 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2881117.750000 Penalty: 4833.762207
	Iteration 15Q: 3 clusters Score -2881118 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2881308.750000 Penalty: 4833.762207
	Iteration 16Q: 3 clusters Score -2881309 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2881413.500000 Penalty: 4833.762207
	Iteration 17Q: 3 clusters Score -2881414 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2881486.750000 Penalty: 4833.762207
	Iteration 18Q: 3 clusters Score -2881487 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2881539.750000 Penalty: 4833.762207
	Iteration 19Q: 3 clusters Score -2881540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2881581.000000 Penalty: 4833.762207
	Iteration 20F: 3 clusters Score -2881581 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2881598.000000 Penalty: 4833.762207
	Iteration 21Q: 3 clusters Score -2881598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2881613.750000 Penalty: 4833.762207
	Iteration 22Q: 3 clusters Score -2881614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2881620.750000 Penalty: 4833.762207
	Iteration 23Q: 3 clusters Score -2881621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2881629.750000 Penalty: 4833.762207
	Iteration 24Q: 3 clusters Score -2881630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2881632.500000 Penalty: 4833.762207
	Iteration 25Q: 3 clusters Score -2881632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2881635.000000 Penalty: 4833.762207
	Iteration 26Q: 3 clusters Score -2881635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2881645.250000 Penalty: 4833.762207
	Iteration 27Q: 3 clusters Score -2881645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2881654.500000 Penalty: 4833.762207
	Iteration 28Q: 3 clusters Score -2881654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2881656.500000 Penalty: 4833.762207
	Iteration 29Q: 3 clusters Score -2881656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2881658.500000 Penalty: 4833.762207
	Iteration 30Q: 3 clusters Score -2881658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2881660.000000 Penalty: 4833.762207
	Iteration 31Q: 3 clusters Score -2881660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2881664.750000 Penalty: 4833.762207
	Iteration 32Q: 3 clusters Score -2881665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2881663.500000 Penalty: 4833.762207
	Iteration 33Q: 3 clusters Score -2881664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2881663.500000 Penalty: 4833.762207
	Iteration 34F: 3 clusters Score -2881664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Entering Unmasked Estep 
Score: -3291847.250000 Penalty: 2464.368652
	Iteration 0F: 2 clusters Score -3291847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -3277236.000000 Penalty: 4928.737305
	Iteration 0F: 3 clusters Score -3277236 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -3282794.500000 Penalty: 4928.737305
	Iteration 1F: 3 clusters Score -3282794 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -3283633.750000 Penalty: 4928.737305
	Iteration 2F: 3 clusters Score -3283634 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -3284502.000000 Penalty: 4928.737305
	Iteration 3F: 3 clusters Score -3284502 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3285325.250000 Penalty: 4928.737305
	Iteration 4F: 3 clusters Score -3285325 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -3286108.000000 Penalty: 4928.737305
	Iteration 5F: 3 clusters Score -3286108 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -3286821.000000 Penalty: 4928.737305
	Iteration 6F: 3 clusters Score -3286821 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -3287413.750000 Penalty: 4928.737305
	Iteration 7Q: 3 clusters Score -3287414 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -3287917.250000 Penalty: 4928.737305
	Iteration 8Q: 3 clusters Score -3287917 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -3288304.000000 Penalty: 4928.737305
	Iteration 9Q: 3 clusters Score -3288304 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -3288616.500000 Penalty: 4928.737305
	Iteration 10Q: 3 clusters Score -3288616 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -3288814.500000 Penalty: 4928.737305
	Iteration 11Q: 3 clusters Score -3288814 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -3288971.750000 Penalty: 4928.737305
	Iteration 12Q: 3 clusters Score -3288972 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -3289063.250000 Penalty: 4928.737305
	Iteration 13Q: 3 clusters Score -3289063 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -3289145.500000 Penalty: 4928.737305
	Iteration 14Q: 3 clusters Score -3289146 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -3289204.500000 Penalty: 4928.737305
	Iteration 15Q: 3 clusters Score -3289204 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -3289246.250000 Penalty: 4928.737305
	Iteration 16Q: 3 clusters Score -3289246 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -3289276.500000 Penalty: 4928.737305
	Iteration 17Q: 3 clusters Score -3289276 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -3289319.250000 Penalty: 4928.737305
	Iteration 18Q: 3 clusters Score -3289319 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -3289344.500000 Penalty: 4928.737305
	Iteration 19Q: 3 clusters Score -3289344 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -3289385.250000 Penalty: 4928.737305
	Iteration 20F: 3 clusters Score -3289385 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -3289409.000000 Penalty: 4928.737305
	Iteration 21Q: 3 clusters Score -3289409 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -3289424.250000 Penalty: 4928.737305
	Iteration 22Q: 3 clusters Score -3289424 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -3289452.000000 Penalty: 4928.737305
	Iteration 23Q: 3 clusters Score -3289452 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -3289491.000000 Penalty: 4928.737305
	Iteration 24Q: 3 clusters Score -3289491 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -3289495.750000 Penalty: 4928.737305
	Iteration 25Q: 3 clusters Score -3289496 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -3289539.500000 Penalty: 4928.737305
	Iteration 26Q: 3 clusters Score -3289540 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -3289582.000000 Penalty: 4928.737305
	Iteration 27Q: 3 clusters Score -3289582 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -3289599.500000 Penalty: 4928.737305
	Iteration 28Q: 3 clusters Score -3289600 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -3289627.250000 Penalty: 4928.737305
	Iteration 29Q: 3 clusters Score -3289627 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3289659.500000 Penalty: 4928.737305
	Iteration 30Q: 3 clusters Score -3289660 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -3289686.000000 Penalty: 4928.737305
	Iteration 31Q: 3 clusters Score -3289686 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -3289707.250000 Penalty: 4928.737305
	Iteration 32Q: 3 clusters Score -3289707 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -3289733.750000 Penalty: 4928.737305
	Iteration 33Q: 3 clusters Score -3289734 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -3289757.750000 Penalty: 4928.737305
	Iteration 34Q: 3 clusters Score -3289758 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -3289803.250000 Penalty: 4928.737305
	Iteration 35Q: 3 clusters Score -3289803 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -3289824.750000 Penalty: 4928.737305
	Iteration 36Q: 3 clusters Score -3289825 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -3289856.750000 Penalty: 4928.737305
	Iteration 37Q: 3 clusters Score -3289857 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -3289883.250000 Penalty: 4928.737305
	Iteration 38Q: 3 clusters Score -3289883 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -3289908.500000 Penalty: 4928.737305
	Iteration 39Q: 3 clusters Score -3289908 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -3289937.000000 Penalty: 4928.737305
	Iteration 40F: 3 clusters Score -3289937 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3289979.250000 Penalty: 4928.737305
	Iteration 41Q: 3 clusters Score -3289979 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3290009.250000 Penalty: 4928.737305
	Iteration 42Q: 3 clusters Score -3290009 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3290049.750000 Penalty: 4928.737305
	Iteration 43Q: 3 clusters Score -3290050 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3290086.500000 Penalty: 4928.737305
	Iteration 44Q: 3 clusters Score -3290086 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3290132.000000 Penalty: 4928.737305
	Iteration 45Q: 3 clusters Score -3290132 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3290172.750000 Penalty: 4928.737305
	Iteration 46Q: 3 clusters Score -3290173 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3290206.000000 Penalty: 4928.737305
	Iteration 47Q: 3 clusters Score -3290206 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3290234.250000 Penalty: 4928.737305
	Iteration 48Q: 3 clusters Score -3290234 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3290275.000000 Penalty: 4928.737305
	Iteration 49Q: 3 clusters Score -3290275 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3290302.000000 Penalty: 4928.737305
	Iteration 50Q: 3 clusters Score -3290302 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3290325.750000 Penalty: 4928.737305
	Iteration 51Q: 3 clusters Score -3290326 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3290340.750000 Penalty: 4928.737305
	Iteration 52Q: 3 clusters Score -3290341 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3290363.000000 Penalty: 4928.737305
	Iteration 53Q: 3 clusters Score -3290363 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3290390.000000 Penalty: 4928.737305
	Iteration 54Q: 3 clusters Score -3290390 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3290402.250000 Penalty: 4928.737305
	Iteration 55Q: 3 clusters Score -3290402 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3290426.500000 Penalty: 4928.737305
	Iteration 56Q: 3 clusters Score -3290426 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3290447.250000 Penalty: 4928.737305
	Iteration 57Q: 3 clusters Score -3290447 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3290464.250000 Penalty: 4928.737305
	Iteration 58Q: 3 clusters Score -3290464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3290465.750000 Penalty: 4928.737305
	Iteration 59Q: 3 clusters Score -3290466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3290469.000000 Penalty: 4928.737305
	Iteration 60F: 3 clusters Score -3290469 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3290486.750000 Penalty: 4928.737305
	Iteration 61Q: 3 clusters Score -3290487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3290496.000000 Penalty: 4928.737305
	Iteration 62Q: 3 clusters Score -3290496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3290503.250000 Penalty: 4928.737305
	Iteration 63Q: 3 clusters Score -3290503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3290506.750000 Penalty: 4928.737305
	Iteration 64Q: 3 clusters Score -3290507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3290517.000000 Penalty: 4928.737305
	Iteration 65Q: 3 clusters Score -3290517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3290521.500000 Penalty: 4928.737305
	Iteration 66Q: 3 clusters Score -3290522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3290528.000000 Penalty: 4928.737305
	Iteration 67Q: 3 clusters Score -3290528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3290524.250000 Penalty: 4928.737305
	Iteration 68Q: 3 clusters Score -3290524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3290534.250000 Penalty: 4928.737305
	Iteration 69Q: 3 clusters Score -3290534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3290529.250000 Penalty: 4928.737305
	Iteration 70Q: 3 clusters Score -3290529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3290533.750000 Penalty: 4928.737305
	Iteration 71Q: 3 clusters Score -3290534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3290528.500000 Penalty: 4928.737305
	Iteration 72Q: 3 clusters Score -3290528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3290530.500000 Penalty: 4928.737305
	Iteration 73Q: 3 clusters Score -3290530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3290528.750000 Penalty: 4928.737305
	Iteration 74Q: 3 clusters Score -3290529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3290534.750000 Penalty: 4928.737305
	Iteration 75Q: 3 clusters Score -3290535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3290535.250000 Penalty: 4928.737305
	Iteration 76Q: 3 clusters Score -3290535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3290534.000000 Penalty: 4928.737305
	Iteration 77Q: 3 clusters Score -3290534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3290529.250000 Penalty: 4928.737305
	Iteration 78Q: 3 clusters Score -3290529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3290530.500000 Penalty: 4928.737305
	Iteration 79Q: 3 clusters Score -3290530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3290536.000000 Penalty: 4928.737305
	Iteration 80F: 3 clusters Score -3290536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3290538.750000 Penalty: 4928.737305
	Iteration 81Q: 3 clusters Score -3290539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3290539.500000 Penalty: 4928.737305
	Iteration 82Q: 3 clusters Score -3290540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3290538.750000 Penalty: 4928.737305
	Iteration 83Q: 3 clusters Score -3290539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3290540.250000 Penalty: 4928.737305
	Iteration 84Q: 3 clusters Score -3290540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3290540.000000 Penalty: 4928.737305
	Iteration 85Q: 3 clusters Score -3290540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3290546.000000 Penalty: 4928.737305
	Iteration 86Q: 3 clusters Score -3290546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3290549.750000 Penalty: 4928.737305
	Iteration 87Q: 3 clusters Score -3290550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3290546.750000 Penalty: 4928.737305
	Iteration 88Q: 3 clusters Score -3290547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3290546.750000 Penalty: 4928.737305
	Iteration 89Q: 3 clusters Score -3290547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3290551.750000 Penalty: 4928.737305
	Iteration 90Q: 3 clusters Score -3290552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3290552.750000 Penalty: 4928.737305
	Iteration 91Q: 3 clusters Score -3290553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3290551.250000 Penalty: 4928.737305
	Iteration 92Q: 3 clusters Score -3290551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3290559.000000 Penalty: 4928.737305
	Iteration 93Q: 3 clusters Score -3290559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3290561.250000 Penalty: 4928.737305
	Iteration 94Q: 3 clusters Score -3290561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3290560.500000 Penalty: 4928.737305
	Iteration 95Q: 3 clusters Score -3290560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3290560.500000 Penalty: 4928.737305
	Iteration 96F: 3 clusters Score -3290560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Entering Unmasked Estep 
Score: -926765.375000 Penalty: 2135.133057
	Iteration 0F: 2 clusters Score -926765.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -921933.500000 Penalty: 4270.266113
	Iteration 0F: 3 clusters Score -921933.5 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -923321.062500 Penalty: 4270.266113
	Iteration 1F: 3 clusters Score -923321.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -923749.875000 Penalty: 4270.266113
	Iteration 2F: 3 clusters Score -923749.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -924049.250000 Penalty: 4270.266113
	Iteration 3F: 3 clusters Score -924049.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -924276.687500 Penalty: 4270.266113
	Iteration 4F: 3 clusters Score -924276.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -924464.062500 Penalty: 4270.266113
	Iteration 5F: 3 clusters Score -924464.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -924685.437500 Penalty: 4270.266113
	Iteration 6Q: 3 clusters Score -924685.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -924929.875000 Penalty: 4270.266113
	Iteration 7Q: 3 clusters Score -924929.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -925275.187500 Penalty: 4270.266113
	Iteration 8F: 3 clusters Score -925275.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -925927.500000 Penalty: 4270.266113
	Iteration 9F: 3 clusters Score -925927.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -926876.000000 Penalty: 4270.266113
	Iteration 10F: 3 clusters Score -926876 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -927389.750000 Penalty: 4270.266113
	Iteration 11F: 3 clusters Score -927389.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -927516.875000 Penalty: 4270.266113
	Iteration 12Q: 3 clusters Score -927516.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -927554.812500 Penalty: 4270.266113
	Iteration 13Q: 3 clusters Score -927554.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -927569.187500 Penalty: 4270.266113
	Iteration 14Q: 3 clusters Score -927569.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -927574.562500 Penalty: 4270.266113
	Iteration 15Q: 3 clusters Score -927574.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -927578.062500 Penalty: 4270.266113
	Iteration 16Q: 3 clusters Score -927578.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -927579.875000 Penalty: 4270.266113
	Iteration 17Q: 3 clusters Score -927579.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -927580.562500 Penalty: 4270.266113
	Iteration 18Q: 3 clusters Score -927580.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -927579.750000 Penalty: 4270.266113
	Iteration 19Q: 3 clusters Score -927579.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -927579.750000 Penalty: 4270.266113
	Iteration 20F: 3 clusters Score -927579.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 37213 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60202 members 
Mstep: Class 5 contains 34324 members 
Mstep: Class 6 contains 5707 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 30920 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 29507 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10392 members 
Mstep: Class 15 contains 2491 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63754 members 
Mstep: Class 18 contains 4647 members 
Mstep: Class 19 contains 13749 members 
Mstep: Class 20 contains 75337 members 
Mstep: Class 21 contains 17077 members 
Mstep: Class 22 contains 20681 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 6260 members 
Mstep: Class 31 contains 11627 members 
Mstep: Class 32 contains 11273 members 
Mstep: Class 33 contains 4943 members 
Mstep: Class 34 contains 53860 members 
Mstep: Class 35 contains 11703 members 
Mstep: Class 36 contains 4449 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52803 members 
Mstep: Class 40 contains 2024 members 
Mstep: Class 41 contains 16017 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 706 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7772 members 
Mstep: Class 47 contains 16933 members 
Mstep: Class 48 contains 4745 members 
Mstep: Class 49 contains 1493 members 
Mstep: Class 50 contains 3156 members 
Entering Unmasked Estep 
Score: -115053672.000000 Penalty: 166910.750000
Splitting cluster 23 changes total score from -115054056.000000 to -115053672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (4535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Entering Unmasked Estep 
Score: -759881.937500 Penalty: 2088.055908
	Iteration 0F: 2 clusters Score -759881.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -755630.750000 Penalty: 4176.111816
	Iteration 0F: 3 clusters Score -755630.8 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -756813.875000 Penalty: 4176.111816
	Iteration 1F: 3 clusters Score -756813.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -757338.875000 Penalty: 4176.111816
	Iteration 2F: 3 clusters Score -757338.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -757794.437500 Penalty: 4176.111816
	Iteration 3F: 3 clusters Score -757794.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -758167.437500 Penalty: 4176.111816
	Iteration 4F: 3 clusters Score -758167.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -758449.062500 Penalty: 4176.111816
	Iteration 5F: 3 clusters Score -758449.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -758646.812500 Penalty: 4176.111816
	Iteration 6Q: 3 clusters Score -758646.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -758812.125000 Penalty: 4176.111816
	Iteration 7Q: 3 clusters Score -758812.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -758899.500000 Penalty: 4176.111816
	Iteration 8Q: 3 clusters Score -758899.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -758952.437500 Penalty: 4176.111816
	Iteration 9Q: 3 clusters Score -758952.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -758993.812500 Penalty: 4176.111816
	Iteration 10Q: 3 clusters Score -758993.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -759023.625000 Penalty: 4176.111816
	Iteration 11Q: 3 clusters Score -759023.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -759039.500000 Penalty: 4176.111816
	Iteration 12Q: 3 clusters Score -759039.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -759046.250000 Penalty: 4176.111816
	Iteration 13Q: 3 clusters Score -759046.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -759051.062500 Penalty: 4176.111816
	Iteration 14Q: 3 clusters Score -759051.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -759054.937500 Penalty: 4176.111816
	Iteration 15Q: 3 clusters Score -759054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -759056.000000 Penalty: 4176.111816
	Iteration 16Q: 3 clusters Score -759056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -759057.625000 Penalty: 4176.111816
	Iteration 17Q: 3 clusters Score -759057.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -759061.562500 Penalty: 4176.111816
	Iteration 18Q: 3 clusters Score -759061.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -759065.250000 Penalty: 4176.111816
	Iteration 19Q: 3 clusters Score -759065.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -759070.125000 Penalty: 4176.111816
	Iteration 20F: 3 clusters Score -759070.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -759074.312500 Penalty: 4176.111816
	Iteration 21Q: 3 clusters Score -759074.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -759075.437500 Penalty: 4176.111816
	Iteration 22Q: 3 clusters Score -759075.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -759076.500000 Penalty: 4176.111816
	Iteration 23Q: 3 clusters Score -759076.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -759076.437500 Penalty: 4176.111816
	Iteration 24Q: 3 clusters Score -759076.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -759079.812500 Penalty: 4176.111816
	Iteration 25Q: 3 clusters Score -759079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -759079.500000 Penalty: 4176.111816
	Iteration 26Q: 3 clusters Score -759079.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -759080.250000 Penalty: 4176.111816
	Iteration 27Q: 3 clusters Score -759080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -759080.937500 Penalty: 4176.111816
	Iteration 28Q: 3 clusters Score -759080.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -759080.937500 Penalty: 4176.111816
	Iteration 29F: 3 clusters Score -759080.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Entering Unmasked Estep 
Score: -636864.625000 Penalty: 2043.746338
	Iteration 0F: 2 clusters Score -636864.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -633088.187500 Penalty: 4087.492676
	Iteration 0F: 3 clusters Score -633088.2 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -633928.437500 Penalty: 4087.492676
	Iteration 1F: 3 clusters Score -633928.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -634143.937500 Penalty: 4087.492676
	Iteration 2F: 3 clusters Score -634143.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -634287.750000 Penalty: 4087.492676
	Iteration 3F: 3 clusters Score -634287.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -634407.187500 Penalty: 4087.492676
	Iteration 4Q: 3 clusters Score -634407.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -634523.625000 Penalty: 4087.492676
	Iteration 5Q: 3 clusters Score -634523.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -634646.000000 Penalty: 4087.492676
	Iteration 6Q: 3 clusters Score -634646 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -634755.750000 Penalty: 4087.492676
	Iteration 7Q: 3 clusters Score -634755.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -634827.812500 Penalty: 4087.492676
	Iteration 8Q: 3 clusters Score -634827.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -634888.687500 Penalty: 4087.492676
	Iteration 9Q: 3 clusters Score -634888.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -634932.312500 Penalty: 4087.492676
	Iteration 10Q: 3 clusters Score -634932.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -634976.250000 Penalty: 4087.492676
	Iteration 11Q: 3 clusters Score -634976.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -635012.375000 Penalty: 4087.492676
	Iteration 12Q: 3 clusters Score -635012.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -635037.437500 Penalty: 4087.492676
	Iteration 13Q: 3 clusters Score -635037.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -635052.500000 Penalty: 4087.492676
	Iteration 14Q: 3 clusters Score -635052.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -635064.875000 Penalty: 4087.492676
	Iteration 15Q: 3 clusters Score -635064.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -635073.750000 Penalty: 4087.492676
	Iteration 16Q: 3 clusters Score -635073.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -635078.750000 Penalty: 4087.492676
	Iteration 17Q: 3 clusters Score -635078.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -635080.875000 Penalty: 4087.492676
	Iteration 18Q: 3 clusters Score -635080.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -635084.000000 Penalty: 4087.492676
	Iteration 19Q: 3 clusters Score -635084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -635087.687500 Penalty: 4087.492676
	Iteration 20F: 3 clusters Score -635087.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -635090.437500 Penalty: 4087.492676
	Iteration 21Q: 3 clusters Score -635090.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -635093.437500 Penalty: 4087.492676
	Iteration 22Q: 3 clusters Score -635093.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -635095.375000 Penalty: 4087.492676
	Iteration 23Q: 3 clusters Score -635095.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -635099.437500 Penalty: 4087.492676
	Iteration 24Q: 3 clusters Score -635099.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -635100.250000 Penalty: 4087.492676
	Iteration 25Q: 3 clusters Score -635100.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -635103.000000 Penalty: 4087.492676
	Iteration 26Q: 3 clusters Score -635103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -635105.562500 Penalty: 4087.492676
	Iteration 27Q: 3 clusters Score -635105.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -635107.250000 Penalty: 4087.492676
	Iteration 28Q: 3 clusters Score -635107.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -635110.000000 Penalty: 4087.492676
	Iteration 29Q: 3 clusters Score -635110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -635112.187500 Penalty: 4087.492676
	Iteration 30Q: 3 clusters Score -635112.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -635113.187500 Penalty: 4087.492676
	Iteration 31Q: 3 clusters Score -635113.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -635115.000000 Penalty: 4087.492676
	Iteration 32Q: 3 clusters Score -635115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -635116.750000 Penalty: 4087.492676
	Iteration 33Q: 3 clusters Score -635116.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -635118.500000 Penalty: 4087.492676
	Iteration 34Q: 3 clusters Score -635118.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -635120.125000 Penalty: 4087.492676
	Iteration 35Q: 3 clusters Score -635120.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -635121.187500 Penalty: 4087.492676
	Iteration 36Q: 3 clusters Score -635121.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -635122.187500 Penalty: 4087.492676
	Iteration 37Q: 3 clusters Score -635122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -635123.250000 Penalty: 4087.492676
	Iteration 38Q: 3 clusters Score -635123.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -635123.250000 Penalty: 4087.492676
	Iteration 39F: 3 clusters Score -635123.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Entering Unmasked Estep 
Score: -1051156.125000 Penalty: 2170.090820
	Iteration 0F: 2 clusters Score -1051156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1045836.375000 Penalty: 4340.181641
	Iteration 0F: 3 clusters Score -1045836 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1047190.250000 Penalty: 4340.181641
	Iteration 1F: 3 clusters Score -1047190 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1047478.562500 Penalty: 4340.181641
	Iteration 2F: 3 clusters Score -1047479 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1047736.062500 Penalty: 4340.181641
	Iteration 3F: 3 clusters Score -1047736 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1047958.937500 Penalty: 4340.181641
	Iteration 4F: 3 clusters Score -1047959 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1048175.750000 Penalty: 4340.181641
	Iteration 5Q: 3 clusters Score -1048176 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1048379.000000 Penalty: 4340.181641
	Iteration 6Q: 3 clusters Score -1048379 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1048578.625000 Penalty: 4340.181641
	Iteration 7Q: 3 clusters Score -1048579 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1048762.250000 Penalty: 4340.181641
	Iteration 8Q: 3 clusters Score -1048762 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1048922.625000 Penalty: 4340.181641
	Iteration 9Q: 3 clusters Score -1048923 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1049043.000000 Penalty: 4340.181641
	Iteration 10Q: 3 clusters Score -1049043 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1049139.250000 Penalty: 4340.181641
	Iteration 11Q: 3 clusters Score -1049139 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1049207.750000 Penalty: 4340.181641
	Iteration 12Q: 3 clusters Score -1049208 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1049268.750000 Penalty: 4340.181641
	Iteration 13Q: 3 clusters Score -1049269 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1049315.500000 Penalty: 4340.181641
	Iteration 14Q: 3 clusters Score -1049316 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1049360.125000 Penalty: 4340.181641
	Iteration 15Q: 3 clusters Score -1049360 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1049394.875000 Penalty: 4340.181641
	Iteration 16Q: 3 clusters Score -1049395 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1049435.625000 Penalty: 4340.181641
	Iteration 17Q: 3 clusters Score -1049436 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1049471.875000 Penalty: 4340.181641
	Iteration 18Q: 3 clusters Score -1049472 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1049505.500000 Penalty: 4340.181641
	Iteration 19Q: 3 clusters Score -1049506 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1049530.875000 Penalty: 4340.181641
	Iteration 20F: 3 clusters Score -1049531 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1049552.250000 Penalty: 4340.181641
	Iteration 21Q: 3 clusters Score -1049552 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1049572.125000 Penalty: 4340.181641
	Iteration 22Q: 3 clusters Score -1049572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1049594.000000 Penalty: 4340.181641
	Iteration 23Q: 3 clusters Score -1049594 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1049612.000000 Penalty: 4340.181641
	Iteration 24Q: 3 clusters Score -1049612 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1049630.375000 Penalty: 4340.181641
	Iteration 25Q: 3 clusters Score -1049630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1049642.625000 Penalty: 4340.181641
	Iteration 26Q: 3 clusters Score -1049643 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1049652.375000 Penalty: 4340.181641
	Iteration 27Q: 3 clusters Score -1049652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1049663.750000 Penalty: 4340.181641
	Iteration 28Q: 3 clusters Score -1049664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1049678.875000 Penalty: 4340.181641
	Iteration 29Q: 3 clusters Score -1049679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1049696.000000 Penalty: 4340.181641
	Iteration 30Q: 3 clusters Score -1049696 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1049707.875000 Penalty: 4340.181641
	Iteration 31Q: 3 clusters Score -1049708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1049724.375000 Penalty: 4340.181641
	Iteration 32Q: 3 clusters Score -1049724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1049735.625000 Penalty: 4340.181641
	Iteration 33Q: 3 clusters Score -1049736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1049750.875000 Penalty: 4340.181641
	Iteration 34Q: 3 clusters Score -1049751 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1049775.625000 Penalty: 4340.181641
	Iteration 35Q: 3 clusters Score -1049776 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1049793.250000 Penalty: 4340.181641
	Iteration 36Q: 3 clusters Score -1049793 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1049812.000000 Penalty: 4340.181641
	Iteration 37Q: 3 clusters Score -1049812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1049833.250000 Penalty: 4340.181641
	Iteration 38Q: 3 clusters Score -1049833 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1049848.750000 Penalty: 4340.181641
	Iteration 39Q: 3 clusters Score -1049849 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1049874.250000 Penalty: 4340.181641
	Iteration 40F: 3 clusters Score -1049874 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1049903.250000 Penalty: 4340.181641
	Iteration 41Q: 3 clusters Score -1049903 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1049943.750000 Penalty: 4340.181641
	Iteration 42Q: 3 clusters Score -1049944 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1049993.125000 Penalty: 4340.181641
	Iteration 43Q: 3 clusters Score -1049993 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1050049.875000 Penalty: 4340.181641
	Iteration 44Q: 3 clusters Score -1050050 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1050113.375000 Penalty: 4340.181641
	Iteration 45Q: 3 clusters Score -1050113 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1050173.500000 Penalty: 4340.181641
	Iteration 46Q: 3 clusters Score -1050174 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1050235.000000 Penalty: 4340.181641
	Iteration 47Q: 3 clusters Score -1050235 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1050280.125000 Penalty: 4340.181641
	Iteration 48Q: 3 clusters Score -1050280 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1050324.750000 Penalty: 4340.181641
	Iteration 49Q: 3 clusters Score -1050325 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1050376.625000 Penalty: 4340.181641
	Iteration 50Q: 3 clusters Score -1050377 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1050427.250000 Penalty: 4340.181641
	Iteration 51Q: 3 clusters Score -1050427 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1050480.625000 Penalty: 4340.181641
	Iteration 52Q: 3 clusters Score -1050481 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1050536.625000 Penalty: 4340.181641
	Iteration 53Q: 3 clusters Score -1050537 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1050584.625000 Penalty: 4340.181641
	Iteration 54Q: 3 clusters Score -1050585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1050608.000000 Penalty: 4340.181641
	Iteration 55Q: 3 clusters Score -1050608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1050614.375000 Penalty: 4340.181641
	Iteration 56Q: 3 clusters Score -1050614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1050619.250000 Penalty: 4340.181641
	Iteration 57Q: 3 clusters Score -1050619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1050621.875000 Penalty: 4340.181641
	Iteration 58Q: 3 clusters Score -1050622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1050621.250000 Penalty: 4340.181641
	Iteration 59Q: 3 clusters Score -1050621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1050623.000000 Penalty: 4340.181641
	Iteration 60F: 3 clusters Score -1050623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1050623.250000 Penalty: 4340.181641
	Iteration 61Q: 3 clusters Score -1050623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1050622.500000 Penalty: 4340.181641
	Iteration 62Q: 3 clusters Score -1050622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1050622.750000 Penalty: 4340.181641
	Iteration 63Q: 3 clusters Score -1050623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1050622.750000 Penalty: 4340.181641
	Iteration 64F: 3 clusters Score -1050623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Entering Unmasked Estep 
Score: -1281605.375000 Penalty: 2203.520752
	Iteration 0F: 2 clusters Score -1281605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1275687.500000 Penalty: 4407.041504
	Iteration 0F: 3 clusters Score -1275688 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1277193.125000 Penalty: 4407.041504
	Iteration 1F: 3 clusters Score -1277193 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1277393.875000 Penalty: 4407.041504
	Iteration 2F: 3 clusters Score -1277394 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1277526.500000 Penalty: 4407.041504
	Iteration 3Q: 3 clusters Score -1277526 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1277623.000000 Penalty: 4407.041504
	Iteration 4Q: 3 clusters Score -1277623 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1277692.375000 Penalty: 4407.041504
	Iteration 5Q: 3 clusters Score -1277692 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1277746.875000 Penalty: 4407.041504
	Iteration 6Q: 3 clusters Score -1277747 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1277788.750000 Penalty: 4407.041504
	Iteration 7Q: 3 clusters Score -1277789 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1277836.750000 Penalty: 4407.041504
	Iteration 8Q: 3 clusters Score -1277837 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1277873.875000 Penalty: 4407.041504
	Iteration 9Q: 3 clusters Score -1277874 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1277900.750000 Penalty: 4407.041504
	Iteration 10Q: 3 clusters Score -1277901 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1277918.000000 Penalty: 4407.041504
	Iteration 11Q: 3 clusters Score -1277918 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1277936.625000 Penalty: 4407.041504
	Iteration 12Q: 3 clusters Score -1277937 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1277948.625000 Penalty: 4407.041504
	Iteration 13Q: 3 clusters Score -1277949 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1277961.375000 Penalty: 4407.041504
	Iteration 14Q: 3 clusters Score -1277961 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1277975.500000 Penalty: 4407.041504
	Iteration 15Q: 3 clusters Score -1277976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1277990.625000 Penalty: 4407.041504
	Iteration 16Q: 3 clusters Score -1277991 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1277998.000000 Penalty: 4407.041504
	Iteration 17Q: 3 clusters Score -1277998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1278002.625000 Penalty: 4407.041504
	Iteration 18Q: 3 clusters Score -1278003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1278012.500000 Penalty: 4407.041504
	Iteration 19Q: 3 clusters Score -1278012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1278026.500000 Penalty: 4407.041504
	Iteration 20F: 3 clusters Score -1278026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1278033.500000 Penalty: 4407.041504
	Iteration 21Q: 3 clusters Score -1278034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1278040.875000 Penalty: 4407.041504
	Iteration 22Q: 3 clusters Score -1278041 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1278048.125000 Penalty: 4407.041504
	Iteration 23Q: 3 clusters Score -1278048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1278056.375000 Penalty: 4407.041504
	Iteration 24Q: 3 clusters Score -1278056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1278059.250000 Penalty: 4407.041504
	Iteration 25Q: 3 clusters Score -1278059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1278067.125000 Penalty: 4407.041504
	Iteration 26Q: 3 clusters Score -1278067 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1278076.250000 Penalty: 4407.041504
	Iteration 27Q: 3 clusters Score -1278076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1278087.750000 Penalty: 4407.041504
	Iteration 28Q: 3 clusters Score -1278088 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1278096.500000 Penalty: 4407.041504
	Iteration 29Q: 3 clusters Score -1278096 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1278113.125000 Penalty: 4407.041504
	Iteration 30Q: 3 clusters Score -1278113 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1278128.125000 Penalty: 4407.041504
	Iteration 31Q: 3 clusters Score -1278128 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1278151.750000 Penalty: 4407.041504
	Iteration 32Q: 3 clusters Score -1278152 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1278182.125000 Penalty: 4407.041504
	Iteration 33Q: 3 clusters Score -1278182 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1278207.250000 Penalty: 4407.041504
	Iteration 34Q: 3 clusters Score -1278207 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1278241.500000 Penalty: 4407.041504
	Iteration 35Q: 3 clusters Score -1278242 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1278279.250000 Penalty: 4407.041504
	Iteration 36Q: 3 clusters Score -1278279 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1278316.500000 Penalty: 4407.041504
	Iteration 37Q: 3 clusters Score -1278316 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1278349.875000 Penalty: 4407.041504
	Iteration 38Q: 3 clusters Score -1278350 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1278393.500000 Penalty: 4407.041504
	Iteration 39Q: 3 clusters Score -1278394 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1278447.750000 Penalty: 4407.041504
	Iteration 40F: 3 clusters Score -1278448 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1278508.375000 Penalty: 4407.041504
	Iteration 41Q: 3 clusters Score -1278508 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1278567.125000 Penalty: 4407.041504
	Iteration 42Q: 3 clusters Score -1278567 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1278634.875000 Penalty: 4407.041504
	Iteration 43Q: 3 clusters Score -1278635 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1278711.000000 Penalty: 4407.041504
	Iteration 44Q: 3 clusters Score -1278711 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1278809.250000 Penalty: 4407.041504
	Iteration 45Q: 3 clusters Score -1278809 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1278938.375000 Penalty: 4407.041504
	Iteration 46Q: 3 clusters Score -1278938 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1279055.875000 Penalty: 4407.041504
	Iteration 47Q: 3 clusters Score -1279056 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1279174.250000 Penalty: 4407.041504
	Iteration 48Q: 3 clusters Score -1279174 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1279274.625000 Penalty: 4407.041504
	Iteration 49Q: 3 clusters Score -1279275 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1279358.375000 Penalty: 4407.041504
	Iteration 50Q: 3 clusters Score -1279358 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1279424.750000 Penalty: 4407.041504
	Iteration 51Q: 3 clusters Score -1279425 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1279479.625000 Penalty: 4407.041504
	Iteration 52Q: 3 clusters Score -1279480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1279523.500000 Penalty: 4407.041504
	Iteration 53Q: 3 clusters Score -1279524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1279552.250000 Penalty: 4407.041504
	Iteration 54Q: 3 clusters Score -1279552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1279574.000000 Penalty: 4407.041504
	Iteration 55Q: 3 clusters Score -1279574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1279588.875000 Penalty: 4407.041504
	Iteration 56Q: 3 clusters Score -1279589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1279594.000000 Penalty: 4407.041504
	Iteration 57Q: 3 clusters Score -1279594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1279601.375000 Penalty: 4407.041504
	Iteration 58Q: 3 clusters Score -1279601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1279609.000000 Penalty: 4407.041504
	Iteration 59Q: 3 clusters Score -1279609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1279611.625000 Penalty: 4407.041504
	Iteration 60F: 3 clusters Score -1279612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1279613.500000 Penalty: 4407.041504
	Iteration 61Q: 3 clusters Score -1279614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1279618.875000 Penalty: 4407.041504
	Iteration 62Q: 3 clusters Score -1279619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1279618.750000 Penalty: 4407.041504
	Iteration 63Q: 3 clusters Score -1279619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1279618.750000 Penalty: 4407.041504
	Iteration 64F: 3 clusters Score -1279619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Entering Unmasked Estep 
Score: -2015889.875000 Penalty: 2336.469727
	Iteration 0F: 2 clusters Score -2015890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2006688.875000 Penalty: 4672.939453
	Iteration 0F: 3 clusters Score -2006689 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2009459.875000 Penalty: 4672.939453
	Iteration 1F: 3 clusters Score -2009460 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2009920.500000 Penalty: 4672.939453
	Iteration 2F: 3 clusters Score -2009920 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2010441.750000 Penalty: 4672.939453
	Iteration 3F: 3 clusters Score -2010442 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2010983.125000 Penalty: 4672.939453
	Iteration 4F: 3 clusters Score -2010983 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2011515.125000 Penalty: 4672.939453
	Iteration 5F: 3 clusters Score -2011515 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2011936.625000 Penalty: 4672.939453
	Iteration 6F: 3 clusters Score -2011937 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2012283.250000 Penalty: 4672.939453
	Iteration 7F: 3 clusters Score -2012283 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2012535.625000 Penalty: 4672.939453
	Iteration 8Q: 3 clusters Score -2012536 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2012710.125000 Penalty: 4672.939453
	Iteration 9Q: 3 clusters Score -2012710 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2012828.875000 Penalty: 4672.939453
	Iteration 10Q: 3 clusters Score -2012829 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2012923.875000 Penalty: 4672.939453
	Iteration 11Q: 3 clusters Score -2012924 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2012998.125000 Penalty: 4672.939453
	Iteration 12Q: 3 clusters Score -2012998 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2013053.125000 Penalty: 4672.939453
	Iteration 13Q: 3 clusters Score -2013053 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2013082.750000 Penalty: 4672.939453
	Iteration 14Q: 3 clusters Score -2013083 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2013111.875000 Penalty: 4672.939453
	Iteration 15Q: 3 clusters Score -2013112 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2013122.750000 Penalty: 4672.939453
	Iteration 16Q: 3 clusters Score -2013123 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2013141.125000 Penalty: 4672.939453
	Iteration 17Q: 3 clusters Score -2013141 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2013167.500000 Penalty: 4672.939453
	Iteration 18Q: 3 clusters Score -2013168 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2013180.625000 Penalty: 4672.939453
	Iteration 19Q: 3 clusters Score -2013181 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2013191.125000 Penalty: 4672.939453
	Iteration 20F: 3 clusters Score -2013191 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2013201.500000 Penalty: 4672.939453
	Iteration 21Q: 3 clusters Score -2013202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2013213.125000 Penalty: 4672.939453
	Iteration 22Q: 3 clusters Score -2013213 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2013224.500000 Penalty: 4672.939453
	Iteration 23Q: 3 clusters Score -2013224 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2013239.125000 Penalty: 4672.939453
	Iteration 24Q: 3 clusters Score -2013239 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2013253.750000 Penalty: 4672.939453
	Iteration 25Q: 3 clusters Score -2013254 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2013268.750000 Penalty: 4672.939453
	Iteration 26Q: 3 clusters Score -2013269 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2013282.125000 Penalty: 4672.939453
	Iteration 27Q: 3 clusters Score -2013282 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2013291.750000 Penalty: 4672.939453
	Iteration 28Q: 3 clusters Score -2013292 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2013322.375000 Penalty: 4672.939453
	Iteration 29Q: 3 clusters Score -2013322 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2013355.375000 Penalty: 4672.939453
	Iteration 30Q: 3 clusters Score -2013355 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2013382.500000 Penalty: 4672.939453
	Iteration 31Q: 3 clusters Score -2013382 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2013421.375000 Penalty: 4672.939453
	Iteration 32Q: 3 clusters Score -2013421 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2013463.750000 Penalty: 4672.939453
	Iteration 33Q: 3 clusters Score -2013464 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2013495.625000 Penalty: 4672.939453
	Iteration 34Q: 3 clusters Score -2013496 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2013526.875000 Penalty: 4672.939453
	Iteration 35Q: 3 clusters Score -2013527 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2013561.000000 Penalty: 4672.939453
	Iteration 36Q: 3 clusters Score -2013561 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2013589.125000 Penalty: 4672.939453
	Iteration 37Q: 3 clusters Score -2013589 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2013622.250000 Penalty: 4672.939453
	Iteration 38Q: 3 clusters Score -2013622 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2013645.375000 Penalty: 4672.939453
	Iteration 39Q: 3 clusters Score -2013645 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2013670.500000 Penalty: 4672.939453
	Iteration 40F: 3 clusters Score -2013670 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2013686.000000 Penalty: 4672.939453
	Iteration 41Q: 3 clusters Score -2013686 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2013694.500000 Penalty: 4672.939453
	Iteration 42Q: 3 clusters Score -2013694 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2013723.625000 Penalty: 4672.939453
	Iteration 43Q: 3 clusters Score -2013724 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2013749.250000 Penalty: 4672.939453
	Iteration 44Q: 3 clusters Score -2013749 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2013792.125000 Penalty: 4672.939453
	Iteration 45Q: 3 clusters Score -2013792 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2013810.625000 Penalty: 4672.939453
	Iteration 46Q: 3 clusters Score -2013811 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2013837.875000 Penalty: 4672.939453
	Iteration 47Q: 3 clusters Score -2013838 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2013856.500000 Penalty: 4672.939453
	Iteration 48Q: 3 clusters Score -2013856 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2013871.875000 Penalty: 4672.939453
	Iteration 49Q: 3 clusters Score -2013872 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2013892.750000 Penalty: 4672.939453
	Iteration 50Q: 3 clusters Score -2013893 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2013910.750000 Penalty: 4672.939453
	Iteration 51Q: 3 clusters Score -2013911 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2013929.625000 Penalty: 4672.939453
	Iteration 52Q: 3 clusters Score -2013930 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2013954.375000 Penalty: 4672.939453
	Iteration 53Q: 3 clusters Score -2013954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2013967.875000 Penalty: 4672.939453
	Iteration 54Q: 3 clusters Score -2013968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2013997.500000 Penalty: 4672.939453
	Iteration 55Q: 3 clusters Score -2013998 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2014027.875000 Penalty: 4672.939453
	Iteration 56Q: 3 clusters Score -2014028 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2014065.500000 Penalty: 4672.939453
	Iteration 57Q: 3 clusters Score -2014066 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2014090.500000 Penalty: 4672.939453
	Iteration 58Q: 3 clusters Score -2014090 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2014124.000000 Penalty: 4672.939453
	Iteration 59Q: 3 clusters Score -2014124 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2014149.125000 Penalty: 4672.939453
	Iteration 60F: 3 clusters Score -2014149 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2014161.375000 Penalty: 4672.939453
	Iteration 61Q: 3 clusters Score -2014161 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2014182.625000 Penalty: 4672.939453
	Iteration 62Q: 3 clusters Score -2014183 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2014203.000000 Penalty: 4672.939453
	Iteration 63Q: 3 clusters Score -2014203 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2014222.875000 Penalty: 4672.939453
	Iteration 64Q: 3 clusters Score -2014223 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2014240.625000 Penalty: 4672.939453
	Iteration 65Q: 3 clusters Score -2014241 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2014247.375000 Penalty: 4672.939453
	Iteration 66Q: 3 clusters Score -2014247 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2014252.375000 Penalty: 4672.939453
	Iteration 67Q: 3 clusters Score -2014252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2014264.250000 Penalty: 4672.939453
	Iteration 68Q: 3 clusters Score -2014264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2014269.125000 Penalty: 4672.939453
	Iteration 69Q: 3 clusters Score -2014269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2014276.125000 Penalty: 4672.939453
	Iteration 70Q: 3 clusters Score -2014276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2014285.125000 Penalty: 4672.939453
	Iteration 71Q: 3 clusters Score -2014285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2014294.750000 Penalty: 4672.939453
	Iteration 72Q: 3 clusters Score -2014295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2014304.125000 Penalty: 4672.939453
	Iteration 73Q: 3 clusters Score -2014304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2014309.750000 Penalty: 4672.939453
	Iteration 74Q: 3 clusters Score -2014310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2014314.000000 Penalty: 4672.939453
	Iteration 75Q: 3 clusters Score -2014314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2014324.500000 Penalty: 4672.939453
	Iteration 76Q: 3 clusters Score -2014324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2014325.875000 Penalty: 4672.939453
	Iteration 77Q: 3 clusters Score -2014326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2014336.875000 Penalty: 4672.939453
	Iteration 78Q: 3 clusters Score -2014337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2014342.000000 Penalty: 4672.939453
	Iteration 79Q: 3 clusters Score -2014342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2014338.750000 Penalty: 4672.939453
	Iteration 80F: 3 clusters Score -2014339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2014346.250000 Penalty: 4672.939453
	Iteration 81Q: 3 clusters Score -2014346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2014346.375000 Penalty: 4672.939453
	Iteration 82Q: 3 clusters Score -2014346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2014353.125000 Penalty: 4672.939453
	Iteration 83Q: 3 clusters Score -2014353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2014352.875000 Penalty: 4672.939453
	Iteration 84Q: 3 clusters Score -2014353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2014360.250000 Penalty: 4672.939453
	Iteration 85Q: 3 clusters Score -2014360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2014364.500000 Penalty: 4672.939453
	Iteration 86Q: 3 clusters Score -2014364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2014364.875000 Penalty: 4672.939453
	Iteration 87Q: 3 clusters Score -2014365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2014367.625000 Penalty: 4672.939453
	Iteration 88Q: 3 clusters Score -2014368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2014369.625000 Penalty: 4672.939453
	Iteration 89Q: 3 clusters Score -2014370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2014376.375000 Penalty: 4672.939453
	Iteration 90Q: 3 clusters Score -2014376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2014386.125000 Penalty: 4672.939453
	Iteration 91Q: 3 clusters Score -2014386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2014389.000000 Penalty: 4672.939453
	Iteration 92Q: 3 clusters Score -2014389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2014399.250000 Penalty: 4672.939453
	Iteration 93Q: 3 clusters Score -2014399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2014399.625000 Penalty: 4672.939453
	Iteration 94Q: 3 clusters Score -2014400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2014405.500000 Penalty: 4672.939453
	Iteration 95Q: 3 clusters Score -2014406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2014411.375000 Penalty: 4672.939453
	Iteration 96Q: 3 clusters Score -2014411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2014418.750000 Penalty: 4672.939453
	Iteration 97Q: 3 clusters Score -2014419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2014417.250000 Penalty: 4672.939453
	Iteration 98Q: 3 clusters Score -2014417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2014421.625000 Penalty: 4672.939453
	Iteration 99Q: 3 clusters Score -2014422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2014421.125000 Penalty: 4672.939453
	Iteration 100F: 3 clusters Score -2014421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2014420.375000 Penalty: 4672.939453
	Iteration 101Q: 3 clusters Score -2014420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2014425.250000 Penalty: 4672.939453
	Iteration 102Q: 3 clusters Score -2014425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2014425.875000 Penalty: 4672.939453
	Iteration 103Q: 3 clusters Score -2014426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2014425.875000 Penalty: 4672.939453
	Iteration 104Q: 3 clusters Score -2014426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2014427.000000 Penalty: 4672.939453
	Iteration 105Q: 3 clusters Score -2014427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2014427.750000 Penalty: 4672.939453
	Iteration 106Q: 3 clusters Score -2014428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2014429.875000 Penalty: 4672.939453
	Iteration 107Q: 3 clusters Score -2014430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2014432.625000 Penalty: 4672.939453
	Iteration 108Q: 3 clusters Score -2014433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2014432.250000 Penalty: 4672.939453
	Iteration 109Q: 3 clusters Score -2014432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2014435.750000 Penalty: 4672.939453
	Iteration 110Q: 3 clusters Score -2014436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2014436.500000 Penalty: 4672.939453
	Iteration 111Q: 3 clusters Score -2014436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2014439.625000 Penalty: 4672.939453
	Iteration 112Q: 3 clusters Score -2014440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2014437.875000 Penalty: 4672.939453
	Iteration 113Q: 3 clusters Score -2014438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2014443.500000 Penalty: 4672.939453
	Iteration 114Q: 3 clusters Score -2014444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2014440.875000 Penalty: 4672.939453
	Iteration 115Q: 3 clusters Score -2014441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2014444.000000 Penalty: 4672.939453
	Iteration 116Q: 3 clusters Score -2014444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2014445.500000 Penalty: 4672.939453
	Iteration 117Q: 3 clusters Score -2014446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2014444.000000 Penalty: 4672.939453
	Iteration 118Q: 3 clusters Score -2014444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2014451.375000 Penalty: 4672.939453
	Iteration 119Q: 3 clusters Score -2014451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2014454.125000 Penalty: 4672.939453
	Iteration 120F: 3 clusters Score -2014454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2014450.375000 Penalty: 4672.939453
	Iteration 121Q: 3 clusters Score -2014450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2014452.625000 Penalty: 4672.939453
	Iteration 122Q: 3 clusters Score -2014453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2014457.000000 Penalty: 4672.939453
	Iteration 123Q: 3 clusters Score -2014457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2014455.625000 Penalty: 4672.939453
	Iteration 124Q: 3 clusters Score -2014456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2014455.625000 Penalty: 4672.939453
	Iteration 125F: 3 clusters Score -2014456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Entering Unmasked Estep 
Score: -489163.875000 Penalty: 1978.791016
	Iteration 0F: 2 clusters Score -489163.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -485982.343750 Penalty: 3957.582031
	Iteration 0F: 3 clusters Score -485982.3 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -486577.843750 Penalty: 3957.582031
	Iteration 1F: 3 clusters Score -486577.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -486724.343750 Penalty: 3957.582031
	Iteration 2F: 3 clusters Score -486724.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -486811.437500 Penalty: 3957.582031
	Iteration 3Q: 3 clusters Score -486811.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -486867.468750 Penalty: 3957.582031
	Iteration 4Q: 3 clusters Score -486867.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -486914.000000 Penalty: 3957.582031
	Iteration 5Q: 3 clusters Score -486914 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -486951.218750 Penalty: 3957.582031
	Iteration 6Q: 3 clusters Score -486951.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -486989.875000 Penalty: 3957.582031
	Iteration 7Q: 3 clusters Score -486989.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -487026.906250 Penalty: 3957.582031
	Iteration 8Q: 3 clusters Score -487026.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -487057.562500 Penalty: 3957.582031
	Iteration 9Q: 3 clusters Score -487057.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -487088.375000 Penalty: 3957.582031
	Iteration 10Q: 3 clusters Score -487088.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -487123.343750 Penalty: 3957.582031
	Iteration 11Q: 3 clusters Score -487123.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -487168.687500 Penalty: 3957.582031
	Iteration 12Q: 3 clusters Score -487168.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -487238.937500 Penalty: 3957.582031
	Iteration 13Q: 3 clusters Score -487238.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -487342.906250 Penalty: 3957.582031
	Iteration 14Q: 3 clusters Score -487342.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -487465.906250 Penalty: 3957.582031
	Iteration 15Q: 3 clusters Score -487465.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -487581.156250 Penalty: 3957.582031
	Iteration 16Q: 3 clusters Score -487581.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -487693.031250 Penalty: 3957.582031
	Iteration 17Q: 3 clusters Score -487693 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -487793.343750 Penalty: 3957.582031
	Iteration 18Q: 3 clusters Score -487793.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -487873.000000 Penalty: 3957.582031
	Iteration 19Q: 3 clusters Score -487873 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -487915.875000 Penalty: 3957.582031
	Iteration 20F: 3 clusters Score -487915.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -487939.593750 Penalty: 3957.582031
	Iteration 21Q: 3 clusters Score -487939.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -487958.500000 Penalty: 3957.582031
	Iteration 22Q: 3 clusters Score -487958.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -487973.062500 Penalty: 3957.582031
	Iteration 23Q: 3 clusters Score -487973.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -487983.562500 Penalty: 3957.582031
	Iteration 24Q: 3 clusters Score -487983.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -487991.312500 Penalty: 3957.582031
	Iteration 25Q: 3 clusters Score -487991.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -487998.656250 Penalty: 3957.582031
	Iteration 26Q: 3 clusters Score -487998.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -488003.562500 Penalty: 3957.582031
	Iteration 27Q: 3 clusters Score -488003.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -488006.093750 Penalty: 3957.582031
	Iteration 28Q: 3 clusters Score -488006.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -488007.062500 Penalty: 3957.582031
	Iteration 29Q: 3 clusters Score -488007.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -488007.312500 Penalty: 3957.582031
	Iteration 30Q: 3 clusters Score -488007.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -488007.843750 Penalty: 3957.582031
	Iteration 31Q: 3 clusters Score -488007.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -488007.843750 Penalty: 3957.582031
	Iteration 32F: 3 clusters Score -488007.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Entering Unmasked Estep 
Score: -1066680.125000 Penalty: 2168.000000
	Iteration 0F: 2 clusters Score -1066680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1061466.375000 Penalty: 4336.000000
	Iteration 0F: 3 clusters Score -1061466 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1063179.625000 Penalty: 4336.000000
	Iteration 1F: 3 clusters Score -1063180 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1063685.625000 Penalty: 4336.000000
	Iteration 2F: 3 clusters Score -1063686 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1064074.375000 Penalty: 4336.000000
	Iteration 3F: 3 clusters Score -1064074 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1064389.750000 Penalty: 4336.000000
	Iteration 4F: 3 clusters Score -1064390 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1064586.625000 Penalty: 4336.000000
	Iteration 5Q: 3 clusters Score -1064587 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1064727.125000 Penalty: 4336.000000
	Iteration 6Q: 3 clusters Score -1064727 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1064829.125000 Penalty: 4336.000000
	Iteration 7Q: 3 clusters Score -1064829 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1064910.000000 Penalty: 4336.000000
	Iteration 8Q: 3 clusters Score -1064910 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1064962.500000 Penalty: 4336.000000
	Iteration 9Q: 3 clusters Score -1064962 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1064996.625000 Penalty: 4336.000000
	Iteration 10Q: 3 clusters Score -1064997 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1065029.125000 Penalty: 4336.000000
	Iteration 11Q: 3 clusters Score -1065029 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1065052.500000 Penalty: 4336.000000
	Iteration 12Q: 3 clusters Score -1065052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1065067.375000 Penalty: 4336.000000
	Iteration 13Q: 3 clusters Score -1065067 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1065085.250000 Penalty: 4336.000000
	Iteration 14Q: 3 clusters Score -1065085 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1065099.500000 Penalty: 4336.000000
	Iteration 15Q: 3 clusters Score -1065100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1065112.125000 Penalty: 4336.000000
	Iteration 16Q: 3 clusters Score -1065112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1065122.625000 Penalty: 4336.000000
	Iteration 17Q: 3 clusters Score -1065123 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1065132.000000 Penalty: 4336.000000
	Iteration 18Q: 3 clusters Score -1065132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1065143.500000 Penalty: 4336.000000
	Iteration 19Q: 3 clusters Score -1065144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1065158.375000 Penalty: 4336.000000
	Iteration 20F: 3 clusters Score -1065158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1065168.750000 Penalty: 4336.000000
	Iteration 21Q: 3 clusters Score -1065169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1065183.875000 Penalty: 4336.000000
	Iteration 22Q: 3 clusters Score -1065184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1065193.000000 Penalty: 4336.000000
	Iteration 23Q: 3 clusters Score -1065193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1065209.000000 Penalty: 4336.000000
	Iteration 24Q: 3 clusters Score -1065209 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1065223.750000 Penalty: 4336.000000
	Iteration 25Q: 3 clusters Score -1065224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1065234.750000 Penalty: 4336.000000
	Iteration 26Q: 3 clusters Score -1065235 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1065250.250000 Penalty: 4336.000000
	Iteration 27Q: 3 clusters Score -1065250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1065258.000000 Penalty: 4336.000000
	Iteration 28Q: 3 clusters Score -1065258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1065270.625000 Penalty: 4336.000000
	Iteration 29Q: 3 clusters Score -1065271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1065276.000000 Penalty: 4336.000000
	Iteration 30Q: 3 clusters Score -1065276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1065278.250000 Penalty: 4336.000000
	Iteration 31Q: 3 clusters Score -1065278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1065280.750000 Penalty: 4336.000000
	Iteration 32Q: 3 clusters Score -1065281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1065284.875000 Penalty: 4336.000000
	Iteration 33Q: 3 clusters Score -1065285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1065289.500000 Penalty: 4336.000000
	Iteration 34Q: 3 clusters Score -1065290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1065293.875000 Penalty: 4336.000000
	Iteration 35Q: 3 clusters Score -1065294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1065295.125000 Penalty: 4336.000000
	Iteration 36Q: 3 clusters Score -1065295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1065298.375000 Penalty: 4336.000000
	Iteration 37Q: 3 clusters Score -1065298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1065301.000000 Penalty: 4336.000000
	Iteration 38Q: 3 clusters Score -1065301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1065307.000000 Penalty: 4336.000000
	Iteration 39Q: 3 clusters Score -1065307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1065314.500000 Penalty: 4336.000000
	Iteration 40F: 3 clusters Score -1065314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1065319.500000 Penalty: 4336.000000
	Iteration 41Q: 3 clusters Score -1065320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1065322.250000 Penalty: 4336.000000
	Iteration 42Q: 3 clusters Score -1065322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1065325.625000 Penalty: 4336.000000
	Iteration 43Q: 3 clusters Score -1065326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1065331.125000 Penalty: 4336.000000
	Iteration 44Q: 3 clusters Score -1065331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1065336.375000 Penalty: 4336.000000
	Iteration 45Q: 3 clusters Score -1065336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1065339.375000 Penalty: 4336.000000
	Iteration 46Q: 3 clusters Score -1065339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1065343.000000 Penalty: 4336.000000
	Iteration 47Q: 3 clusters Score -1065343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1065346.875000 Penalty: 4336.000000
	Iteration 48Q: 3 clusters Score -1065347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1065355.625000 Penalty: 4336.000000
	Iteration 49Q: 3 clusters Score -1065356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1065363.000000 Penalty: 4336.000000
	Iteration 50Q: 3 clusters Score -1065363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1065369.500000 Penalty: 4336.000000
	Iteration 51Q: 3 clusters Score -1065370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1065376.500000 Penalty: 4336.000000
	Iteration 52Q: 3 clusters Score -1065376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1065385.625000 Penalty: 4336.000000
	Iteration 53Q: 3 clusters Score -1065386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1065389.625000 Penalty: 4336.000000
	Iteration 54Q: 3 clusters Score -1065390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1065393.625000 Penalty: 4336.000000
	Iteration 55Q: 3 clusters Score -1065394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1065397.500000 Penalty: 4336.000000
	Iteration 56Q: 3 clusters Score -1065398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1065402.000000 Penalty: 4336.000000
	Iteration 57Q: 3 clusters Score -1065402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1065405.625000 Penalty: 4336.000000
	Iteration 58Q: 3 clusters Score -1065406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1065404.625000 Penalty: 4336.000000
	Iteration 59Q: 3 clusters Score -1065405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1065407.375000 Penalty: 4336.000000
	Iteration 60F: 3 clusters Score -1065407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1065409.250000 Penalty: 4336.000000
	Iteration 61Q: 3 clusters Score -1065409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1065412.000000 Penalty: 4336.000000
	Iteration 62Q: 3 clusters Score -1065412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1065412.875000 Penalty: 4336.000000
	Iteration 63Q: 3 clusters Score -1065413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1065414.750000 Penalty: 4336.000000
	Iteration 64Q: 3 clusters Score -1065415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1065414.750000 Penalty: 4336.000000
	Iteration 65F: 3 clusters Score -1065415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Entering Unmasked Estep 
Score: -1949958.625000 Penalty: 2321.549072
	Iteration 0F: 2 clusters Score -1949959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1941174.375000 Penalty: 4643.098145
	Iteration 0F: 3 clusters Score -1941174 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1943966.875000 Penalty: 4643.098145
	Iteration 1F: 3 clusters Score -1943967 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1944413.625000 Penalty: 4643.098145
	Iteration 2F: 3 clusters Score -1944414 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1944744.750000 Penalty: 4643.098145
	Iteration 3F: 3 clusters Score -1944745 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1945047.000000 Penalty: 4643.098145
	Iteration 4Q: 3 clusters Score -1945047 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1945367.875000 Penalty: 4643.098145
	Iteration 5Q: 3 clusters Score -1945368 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1945700.000000 Penalty: 4643.098145
	Iteration 6Q: 3 clusters Score -1945700 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1946001.500000 Penalty: 4643.098145
	Iteration 7Q: 3 clusters Score -1946002 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1946332.500000 Penalty: 4643.098145
	Iteration 8Q: 3 clusters Score -1946332 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1946661.625000 Penalty: 4643.098145
	Iteration 9Q: 3 clusters Score -1946662 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1946945.000000 Penalty: 4643.098145
	Iteration 10Q: 3 clusters Score -1946945 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1947195.000000 Penalty: 4643.098145
	Iteration 11Q: 3 clusters Score -1947195 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1947383.875000 Penalty: 4643.098145
	Iteration 12Q: 3 clusters Score -1947384 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1947555.625000 Penalty: 4643.098145
	Iteration 13Q: 3 clusters Score -1947556 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1947662.625000 Penalty: 4643.098145
	Iteration 14Q: 3 clusters Score -1947663 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1947743.625000 Penalty: 4643.098145
	Iteration 15Q: 3 clusters Score -1947744 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1947811.625000 Penalty: 4643.098145
	Iteration 16Q: 3 clusters Score -1947812 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1947854.500000 Penalty: 4643.098145
	Iteration 17Q: 3 clusters Score -1947854 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1947901.375000 Penalty: 4643.098145
	Iteration 18Q: 3 clusters Score -1947901 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1947932.375000 Penalty: 4643.098145
	Iteration 19Q: 3 clusters Score -1947932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1947960.500000 Penalty: 4643.098145
	Iteration 20F: 3 clusters Score -1947960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1947985.250000 Penalty: 4643.098145
	Iteration 21Q: 3 clusters Score -1947985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1948002.375000 Penalty: 4643.098145
	Iteration 22Q: 3 clusters Score -1948002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1948021.375000 Penalty: 4643.098145
	Iteration 23Q: 3 clusters Score -1948021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1948031.625000 Penalty: 4643.098145
	Iteration 24Q: 3 clusters Score -1948032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1948044.875000 Penalty: 4643.098145
	Iteration 25Q: 3 clusters Score -1948045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1948056.250000 Penalty: 4643.098145
	Iteration 26Q: 3 clusters Score -1948056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1948071.750000 Penalty: 4643.098145
	Iteration 27Q: 3 clusters Score -1948072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1948079.375000 Penalty: 4643.098145
	Iteration 28Q: 3 clusters Score -1948079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1948081.750000 Penalty: 4643.098145
	Iteration 29Q: 3 clusters Score -1948082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1948087.750000 Penalty: 4643.098145
	Iteration 30Q: 3 clusters Score -1948088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1948088.375000 Penalty: 4643.098145
	Iteration 31Q: 3 clusters Score -1948088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1948090.000000 Penalty: 4643.098145
	Iteration 32Q: 3 clusters Score -1948090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1948091.125000 Penalty: 4643.098145
	Iteration 33Q: 3 clusters Score -1948091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1948091.125000 Penalty: 4643.098145
	Iteration 34F: 3 clusters Score -1948091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Entering Unmasked Estep 
Score: -1721476.625000 Penalty: 2313.881104
	Iteration 0F: 2 clusters Score -1721477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1713021.625000 Penalty: 4627.762207
	Iteration 0F: 3 clusters Score -1713022 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1715769.500000 Penalty: 4627.762207
	Iteration 1F: 3 clusters Score -1715770 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1716241.625000 Penalty: 4627.762207
	Iteration 2F: 3 clusters Score -1716242 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1716690.250000 Penalty: 4627.762207
	Iteration 3F: 3 clusters Score -1716690 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1717118.750000 Penalty: 4627.762207
	Iteration 4F: 3 clusters Score -1717119 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1717535.500000 Penalty: 4627.762207
	Iteration 5F: 3 clusters Score -1717536 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1717922.000000 Penalty: 4627.762207
	Iteration 6F: 3 clusters Score -1717922 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1718251.875000 Penalty: 4627.762207
	Iteration 7Q: 3 clusters Score -1718252 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1718495.500000 Penalty: 4627.762207
	Iteration 8Q: 3 clusters Score -1718496 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1718707.375000 Penalty: 4627.762207
	Iteration 9Q: 3 clusters Score -1718707 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1718874.125000 Penalty: 4627.762207
	Iteration 10Q: 3 clusters Score -1718874 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1719004.875000 Penalty: 4627.762207
	Iteration 11Q: 3 clusters Score -1719005 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1719110.250000 Penalty: 4627.762207
	Iteration 12Q: 3 clusters Score -1719110 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1719218.250000 Penalty: 4627.762207
	Iteration 13Q: 3 clusters Score -1719218 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1719327.625000 Penalty: 4627.762207
	Iteration 14Q: 3 clusters Score -1719328 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1719395.875000 Penalty: 4627.762207
	Iteration 15Q: 3 clusters Score -1719396 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1719463.000000 Penalty: 4627.762207
	Iteration 16Q: 3 clusters Score -1719463 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1719520.250000 Penalty: 4627.762207
	Iteration 17Q: 3 clusters Score -1719520 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1719569.125000 Penalty: 4627.762207
	Iteration 18Q: 3 clusters Score -1719569 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1719612.750000 Penalty: 4627.762207
	Iteration 19Q: 3 clusters Score -1719613 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1719656.875000 Penalty: 4627.762207
	Iteration 20F: 3 clusters Score -1719657 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1719706.625000 Penalty: 4627.762207
	Iteration 21Q: 3 clusters Score -1719707 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1719766.375000 Penalty: 4627.762207
	Iteration 22Q: 3 clusters Score -1719766 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1719831.625000 Penalty: 4627.762207
	Iteration 23Q: 3 clusters Score -1719832 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1719888.250000 Penalty: 4627.762207
	Iteration 24Q: 3 clusters Score -1719888 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1719945.375000 Penalty: 4627.762207
	Iteration 25Q: 3 clusters Score -1719945 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1719992.625000 Penalty: 4627.762207
	Iteration 26Q: 3 clusters Score -1719993 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1720050.375000 Penalty: 4627.762207
	Iteration 27Q: 3 clusters Score -1720050 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1720089.375000 Penalty: 4627.762207
	Iteration 28Q: 3 clusters Score -1720089 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1720135.375000 Penalty: 4627.762207
	Iteration 29Q: 3 clusters Score -1720135 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1720177.500000 Penalty: 4627.762207
	Iteration 30Q: 3 clusters Score -1720178 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1720218.250000 Penalty: 4627.762207
	Iteration 31Q: 3 clusters Score -1720218 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1720257.250000 Penalty: 4627.762207
	Iteration 32Q: 3 clusters Score -1720257 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1720284.125000 Penalty: 4627.762207
	Iteration 33Q: 3 clusters Score -1720284 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1720304.625000 Penalty: 4627.762207
	Iteration 34Q: 3 clusters Score -1720305 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1720327.500000 Penalty: 4627.762207
	Iteration 35Q: 3 clusters Score -1720328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1720359.875000 Penalty: 4627.762207
	Iteration 36Q: 3 clusters Score -1720360 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1720383.250000 Penalty: 4627.762207
	Iteration 37Q: 3 clusters Score -1720383 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1720402.500000 Penalty: 4627.762207
	Iteration 38Q: 3 clusters Score -1720402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1720424.625000 Penalty: 4627.762207
	Iteration 39Q: 3 clusters Score -1720425 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1720443.625000 Penalty: 4627.762207
	Iteration 40F: 3 clusters Score -1720444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1720465.750000 Penalty: 4627.762207
	Iteration 41Q: 3 clusters Score -1720466 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1720487.875000 Penalty: 4627.762207
	Iteration 42Q: 3 clusters Score -1720488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1720502.750000 Penalty: 4627.762207
	Iteration 43Q: 3 clusters Score -1720503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1720507.875000 Penalty: 4627.762207
	Iteration 44Q: 3 clusters Score -1720508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1720512.625000 Penalty: 4627.762207
	Iteration 45Q: 3 clusters Score -1720513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1720524.125000 Penalty: 4627.762207
	Iteration 46Q: 3 clusters Score -1720524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1720532.750000 Penalty: 4627.762207
	Iteration 47Q: 3 clusters Score -1720533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1720541.000000 Penalty: 4627.762207
	Iteration 48Q: 3 clusters Score -1720541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1720545.750000 Penalty: 4627.762207
	Iteration 49Q: 3 clusters Score -1720546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1720545.875000 Penalty: 4627.762207
	Iteration 50Q: 3 clusters Score -1720546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1720547.750000 Penalty: 4627.762207
	Iteration 51Q: 3 clusters Score -1720548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1720547.750000 Penalty: 4627.762207
	Iteration 52F: 3 clusters Score -1720548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Entering Unmasked Estep 
Score: -811919.937500 Penalty: 2109.420410
	Iteration 0F: 2 clusters Score -811919.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -807397.562500 Penalty: 4218.840820
	Iteration 0F: 3 clusters Score -807397.6 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -808475.437500 Penalty: 4218.840820
	Iteration 1F: 3 clusters Score -808475.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -808703.812500 Penalty: 4218.840820
	Iteration 2F: 3 clusters Score -808703.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -808877.187500 Penalty: 4218.840820
	Iteration 3F: 3 clusters Score -808877.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -809027.437500 Penalty: 4218.840820
	Iteration 4Q: 3 clusters Score -809027.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -809198.000000 Penalty: 4218.840820
	Iteration 5Q: 3 clusters Score -809198 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -809404.437500 Penalty: 4218.840820
	Iteration 6Q: 3 clusters Score -809404.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -809682.937500 Penalty: 4218.840820
	Iteration 7F: 3 clusters Score -809682.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -809961.625000 Penalty: 4218.840820
	Iteration 8F: 3 clusters Score -809961.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -810209.000000 Penalty: 4218.840820
	Iteration 9F: 3 clusters Score -810209 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -810421.562500 Penalty: 4218.840820
	Iteration 10Q: 3 clusters Score -810421.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -810566.375000 Penalty: 4218.840820
	Iteration 11Q: 3 clusters Score -810566.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -810662.062500 Penalty: 4218.840820
	Iteration 12Q: 3 clusters Score -810662.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -810711.000000 Penalty: 4218.840820
	Iteration 13Q: 3 clusters Score -810711 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -810735.375000 Penalty: 4218.840820
	Iteration 14Q: 3 clusters Score -810735.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -810750.750000 Penalty: 4218.840820
	Iteration 15Q: 3 clusters Score -810750.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -810760.625000 Penalty: 4218.840820
	Iteration 16Q: 3 clusters Score -810760.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -810767.625000 Penalty: 4218.840820
	Iteration 17Q: 3 clusters Score -810767.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -810771.250000 Penalty: 4218.840820
	Iteration 18Q: 3 clusters Score -810771.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -810773.812500 Penalty: 4218.840820
	Iteration 19Q: 3 clusters Score -810773.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -810775.125000 Penalty: 4218.840820
	Iteration 20F: 3 clusters Score -810775.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -810779.062500 Penalty: 4218.840820
	Iteration 21Q: 3 clusters Score -810779.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -810779.062500 Penalty: 4218.840820
	Iteration 22F: 3 clusters Score -810779.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (53860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Entering Unmasked Estep 
Score: -9006747.000000 Penalty: 2701.747559
	Iteration 0F: 2 clusters Score -9006747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -8970710.000000 Penalty: 5403.495117
	Iteration 0F: 3 clusters Score -8970710 nChanged 24921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -8984471.000000 Penalty: 5403.495117
	Iteration 1F: 3 clusters Score -8984471 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -8985151.000000 Penalty: 5403.495117
	Iteration 2Q: 3 clusters Score -8985151 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -8985900.000000 Penalty: 5403.495117
	Iteration 3Q: 3 clusters Score -8985900 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -8986786.000000 Penalty: 5403.495117
	Iteration 4Q: 3 clusters Score -8986786 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -8987807.000000 Penalty: 5403.495117
	Iteration 5Q: 3 clusters Score -8987807 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -8989106.000000 Penalty: 5403.495117
	Iteration 6Q: 3 clusters Score -8989106 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -8990533.000000 Penalty: 5403.495117
	Iteration 7F: 3 clusters Score -8990533 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -8992233.000000 Penalty: 5403.495117
	Iteration 8F: 3 clusters Score -8992233 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -8993980.000000 Penalty: 5403.495117
	Iteration 9F: 3 clusters Score -8993980 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -8995675.000000 Penalty: 5403.495117
	Iteration 10Q: 3 clusters Score -8995675 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -8997027.000000 Penalty: 5403.495117
	Iteration 11Q: 3 clusters Score -8997027 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -8997920.000000 Penalty: 5403.495117
	Iteration 12Q: 3 clusters Score -8997920 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -8998538.000000 Penalty: 5403.495117
	Iteration 13Q: 3 clusters Score -8998538 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -8999056.000000 Penalty: 5403.495117
	Iteration 14Q: 3 clusters Score -8999056 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -8999560.000000 Penalty: 5403.495117
	Iteration 15Q: 3 clusters Score -8999560 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -9000006.000000 Penalty: 5403.495117
	Iteration 16Q: 3 clusters Score -9000006 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -9000411.000000 Penalty: 5403.495117
	Iteration 17Q: 3 clusters Score -9000411 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -9000839.000000 Penalty: 5403.495117
	Iteration 18Q: 3 clusters Score -9000839 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -9001244.000000 Penalty: 5403.495117
	Iteration 19Q: 3 clusters Score -9001244 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -9001649.000000 Penalty: 5403.495117
	Iteration 20F: 3 clusters Score -9001649 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -9001984.000000 Penalty: 5403.495117
	Iteration 21Q: 3 clusters Score -9001984 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -9002337.000000 Penalty: 5403.495117
	Iteration 22Q: 3 clusters Score -9002337 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -9002651.000000 Penalty: 5403.495117
	Iteration 23Q: 3 clusters Score -9002651 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -9002957.000000 Penalty: 5403.495117
	Iteration 24Q: 3 clusters Score -9002957 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -9003248.000000 Penalty: 5403.495117
	Iteration 25Q: 3 clusters Score -9003248 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -9003544.000000 Penalty: 5403.495117
	Iteration 26Q: 3 clusters Score -9003544 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -9003779.000000 Penalty: 5403.495117
	Iteration 27Q: 3 clusters Score -9003779 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -9004000.000000 Penalty: 5403.495117
	Iteration 28Q: 3 clusters Score -9004000 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -9004188.000000 Penalty: 5403.495117
	Iteration 29Q: 3 clusters Score -9004188 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -9004356.000000 Penalty: 5403.495117
	Iteration 30Q: 3 clusters Score -9004356 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -9004513.000000 Penalty: 5403.495117
	Iteration 31Q: 3 clusters Score -9004513 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -9004610.000000 Penalty: 5403.495117
	Iteration 32Q: 3 clusters Score -9004610 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -9004673.000000 Penalty: 5403.495117
	Iteration 33Q: 3 clusters Score -9004673 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -9004726.000000 Penalty: 5403.495117
	Iteration 34Q: 3 clusters Score -9004726 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -9004775.000000 Penalty: 5403.495117
	Iteration 35Q: 3 clusters Score -9004775 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -9004777.000000 Penalty: 5403.495117
	Iteration 36Q: 3 clusters Score -9004777 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -9004800.000000 Penalty: 5403.495117
	Iteration 37Q: 3 clusters Score -9004800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -9004790.000000 Penalty: 5403.495117
	Iteration 38Q: 3 clusters Score -9004790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -9004823.000000 Penalty: 5403.495117
	Iteration 39Q: 3 clusters Score -9004823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -9004839.000000 Penalty: 5403.495117
	Iteration 40F: 3 clusters Score -9004839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52506 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -9004850.000000 Penalty: 5403.495117
	Iteration 41Q: 3 clusters Score -9004850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -9004856.000000 Penalty: 5403.495117
	Iteration 42Q: 3 clusters Score -9004856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52536 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -9004871.000000 Penalty: 5403.495117
	Iteration 43Q: 3 clusters Score -9004871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -9004883.000000 Penalty: 5403.495117
	Iteration 44Q: 3 clusters Score -9004883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52563 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9004878.000000 Penalty: 5403.495117
	Iteration 45Q: 3 clusters Score -9004878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -9004899.000000 Penalty: 5403.495117
	Iteration 46Q: 3 clusters Score -9004899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -9004891.000000 Penalty: 5403.495117
	Iteration 47Q: 3 clusters Score -9004891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -9004914.000000 Penalty: 5403.495117
	Iteration 48Q: 3 clusters Score -9004914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -9004906.000000 Penalty: 5403.495117
	Iteration 49Q: 3 clusters Score -9004906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -9004913.000000 Penalty: 5403.495117
	Iteration 50Q: 3 clusters Score -9004913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -9004921.000000 Penalty: 5403.495117
	Iteration 51Q: 3 clusters Score -9004921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9004925.000000 Penalty: 5403.495117
	Iteration 52Q: 3 clusters Score -9004925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -9004920.000000 Penalty: 5403.495117
	Iteration 53Q: 3 clusters Score -9004920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -9004920.000000 Penalty: 5403.495117
	Iteration 54F: 3 clusters Score -9004920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Entering Unmasked Estep 
Score: -1864726.750000 Penalty: 2323.164795
	Iteration 0F: 2 clusters Score -1864727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1855933.625000 Penalty: 4646.329590
	Iteration 0F: 3 clusters Score -1855934 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1858758.375000 Penalty: 4646.329590
	Iteration 1F: 3 clusters Score -1858758 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1859161.375000 Penalty: 4646.329590
	Iteration 2F: 3 clusters Score -1859161 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1859510.125000 Penalty: 4646.329590
	Iteration 3F: 3 clusters Score -1859510 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1859799.000000 Penalty: 4646.329590
	Iteration 4Q: 3 clusters Score -1859799 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1860047.125000 Penalty: 4646.329590
	Iteration 5Q: 3 clusters Score -1860047 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1860285.500000 Penalty: 4646.329590
	Iteration 6Q: 3 clusters Score -1860286 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1860514.375000 Penalty: 4646.329590
	Iteration 7Q: 3 clusters Score -1860514 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1860723.500000 Penalty: 4646.329590
	Iteration 8Q: 3 clusters Score -1860724 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1860916.375000 Penalty: 4646.329590
	Iteration 9Q: 3 clusters Score -1860916 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1861093.625000 Penalty: 4646.329590
	Iteration 10Q: 3 clusters Score -1861094 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1861251.875000 Penalty: 4646.329590
	Iteration 11Q: 3 clusters Score -1861252 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1861401.750000 Penalty: 4646.329590
	Iteration 12Q: 3 clusters Score -1861402 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1861517.250000 Penalty: 4646.329590
	Iteration 13Q: 3 clusters Score -1861517 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1861595.250000 Penalty: 4646.329590
	Iteration 14Q: 3 clusters Score -1861595 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1861650.125000 Penalty: 4646.329590
	Iteration 15Q: 3 clusters Score -1861650 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1861692.750000 Penalty: 4646.329590
	Iteration 16Q: 3 clusters Score -1861693 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1861730.875000 Penalty: 4646.329590
	Iteration 17Q: 3 clusters Score -1861731 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1861756.375000 Penalty: 4646.329590
	Iteration 18Q: 3 clusters Score -1861756 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1861768.375000 Penalty: 4646.329590
	Iteration 19Q: 3 clusters Score -1861768 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1861787.750000 Penalty: 4646.329590
	Iteration 20F: 3 clusters Score -1861788 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1861806.500000 Penalty: 4646.329590
	Iteration 21Q: 3 clusters Score -1861806 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1861818.875000 Penalty: 4646.329590
	Iteration 22Q: 3 clusters Score -1861819 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1861828.875000 Penalty: 4646.329590
	Iteration 23Q: 3 clusters Score -1861829 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1861842.875000 Penalty: 4646.329590
	Iteration 24Q: 3 clusters Score -1861843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1861851.000000 Penalty: 4646.329590
	Iteration 25Q: 3 clusters Score -1861851 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1861856.875000 Penalty: 4646.329590
	Iteration 26Q: 3 clusters Score -1861857 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1861861.750000 Penalty: 4646.329590
	Iteration 27Q: 3 clusters Score -1861862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1861875.000000 Penalty: 4646.329590
	Iteration 28Q: 3 clusters Score -1861875 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1861883.750000 Penalty: 4646.329590
	Iteration 29Q: 3 clusters Score -1861884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1861892.000000 Penalty: 4646.329590
	Iteration 30Q: 3 clusters Score -1861892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1861896.250000 Penalty: 4646.329590
	Iteration 31Q: 3 clusters Score -1861896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1861896.125000 Penalty: 4646.329590
	Iteration 32Q: 3 clusters Score -1861896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1861905.375000 Penalty: 4646.329590
	Iteration 33Q: 3 clusters Score -1861905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1861916.875000 Penalty: 4646.329590
	Iteration 34Q: 3 clusters Score -1861917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1861920.500000 Penalty: 4646.329590
	Iteration 35Q: 3 clusters Score -1861920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1861927.500000 Penalty: 4646.329590
	Iteration 36Q: 3 clusters Score -1861928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1861932.125000 Penalty: 4646.329590
	Iteration 37Q: 3 clusters Score -1861932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1861940.375000 Penalty: 4646.329590
	Iteration 38Q: 3 clusters Score -1861940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1861950.875000 Penalty: 4646.329590
	Iteration 39Q: 3 clusters Score -1861951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1861954.250000 Penalty: 4646.329590
	Iteration 40F: 3 clusters Score -1861954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1861956.750000 Penalty: 4646.329590
	Iteration 41Q: 3 clusters Score -1861957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1861958.500000 Penalty: 4646.329590
	Iteration 42Q: 3 clusters Score -1861958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1861966.875000 Penalty: 4646.329590
	Iteration 43Q: 3 clusters Score -1861967 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1861979.250000 Penalty: 4646.329590
	Iteration 44Q: 3 clusters Score -1861979 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1861985.500000 Penalty: 4646.329590
	Iteration 45Q: 3 clusters Score -1861986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1861993.000000 Penalty: 4646.329590
	Iteration 46Q: 3 clusters Score -1861993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1862003.000000 Penalty: 4646.329590
	Iteration 47Q: 3 clusters Score -1862003 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1862010.500000 Penalty: 4646.329590
	Iteration 48Q: 3 clusters Score -1862010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1862022.750000 Penalty: 4646.329590
	Iteration 49Q: 3 clusters Score -1862023 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1862036.125000 Penalty: 4646.329590
	Iteration 50Q: 3 clusters Score -1862036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1862036.250000 Penalty: 4646.329590
	Iteration 51Q: 3 clusters Score -1862036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1862050.625000 Penalty: 4646.329590
	Iteration 52Q: 3 clusters Score -1862051 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1862057.250000 Penalty: 4646.329590
	Iteration 53Q: 3 clusters Score -1862057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1862065.375000 Penalty: 4646.329590
	Iteration 54Q: 3 clusters Score -1862065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1862074.125000 Penalty: 4646.329590
	Iteration 55Q: 3 clusters Score -1862074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1862084.250000 Penalty: 4646.329590
	Iteration 56Q: 3 clusters Score -1862084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1862088.875000 Penalty: 4646.329590
	Iteration 57Q: 3 clusters Score -1862089 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1862094.500000 Penalty: 4646.329590
	Iteration 58Q: 3 clusters Score -1862094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1862108.250000 Penalty: 4646.329590
	Iteration 59Q: 3 clusters Score -1862108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1862111.625000 Penalty: 4646.329590
	Iteration 60F: 3 clusters Score -1862112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1862116.250000 Penalty: 4646.329590
	Iteration 61Q: 3 clusters Score -1862116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1862127.250000 Penalty: 4646.329590
	Iteration 62Q: 3 clusters Score -1862127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1862126.875000 Penalty: 4646.329590
	Iteration 63Q: 3 clusters Score -1862127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1862128.125000 Penalty: 4646.329590
	Iteration 64Q: 3 clusters Score -1862128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1862135.375000 Penalty: 4646.329590
	Iteration 65Q: 3 clusters Score -1862135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1862141.500000 Penalty: 4646.329590
	Iteration 66Q: 3 clusters Score -1862142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1862147.250000 Penalty: 4646.329590
	Iteration 67Q: 3 clusters Score -1862147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1862153.250000 Penalty: 4646.329590
	Iteration 68Q: 3 clusters Score -1862153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1862154.375000 Penalty: 4646.329590
	Iteration 69Q: 3 clusters Score -1862154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1862155.875000 Penalty: 4646.329590
	Iteration 70Q: 3 clusters Score -1862156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1862164.500000 Penalty: 4646.329590
	Iteration 71Q: 3 clusters Score -1862164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1862173.000000 Penalty: 4646.329590
	Iteration 72Q: 3 clusters Score -1862173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1862173.750000 Penalty: 4646.329590
	Iteration 73Q: 3 clusters Score -1862174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1862181.375000 Penalty: 4646.329590
	Iteration 74Q: 3 clusters Score -1862181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1862189.500000 Penalty: 4646.329590
	Iteration 75Q: 3 clusters Score -1862190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1862199.750000 Penalty: 4646.329590
	Iteration 76Q: 3 clusters Score -1862200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1862212.500000 Penalty: 4646.329590
	Iteration 77Q: 3 clusters Score -1862212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1862233.000000 Penalty: 4646.329590
	Iteration 78Q: 3 clusters Score -1862233 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1862249.625000 Penalty: 4646.329590
	Iteration 79Q: 3 clusters Score -1862250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1862269.875000 Penalty: 4646.329590
	Iteration 80F: 3 clusters Score -1862270 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1862295.000000 Penalty: 4646.329590
	Iteration 81Q: 3 clusters Score -1862295 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1862328.125000 Penalty: 4646.329590
	Iteration 82Q: 3 clusters Score -1862328 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1862355.000000 Penalty: 4646.329590
	Iteration 83Q: 3 clusters Score -1862355 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1862379.625000 Penalty: 4646.329590
	Iteration 84Q: 3 clusters Score -1862380 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1862406.500000 Penalty: 4646.329590
	Iteration 85Q: 3 clusters Score -1862406 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1862445.875000 Penalty: 4646.329590
	Iteration 86Q: 3 clusters Score -1862446 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1862478.000000 Penalty: 4646.329590
	Iteration 87Q: 3 clusters Score -1862478 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1862504.625000 Penalty: 4646.329590
	Iteration 88Q: 3 clusters Score -1862505 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1862534.125000 Penalty: 4646.329590
	Iteration 89Q: 3 clusters Score -1862534 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1862557.875000 Penalty: 4646.329590
	Iteration 90Q: 3 clusters Score -1862558 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1862583.875000 Penalty: 4646.329590
	Iteration 91Q: 3 clusters Score -1862584 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1862612.375000 Penalty: 4646.329590
	Iteration 92Q: 3 clusters Score -1862612 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1862642.000000 Penalty: 4646.329590
	Iteration 93Q: 3 clusters Score -1862642 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1862666.625000 Penalty: 4646.329590
	Iteration 94Q: 3 clusters Score -1862667 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1862688.500000 Penalty: 4646.329590
	Iteration 95Q: 3 clusters Score -1862688 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1862709.375000 Penalty: 4646.329590
	Iteration 96Q: 3 clusters Score -1862709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1862720.625000 Penalty: 4646.329590
	Iteration 97Q: 3 clusters Score -1862721 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1862731.000000 Penalty: 4646.329590
	Iteration 98Q: 3 clusters Score -1862731 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1862737.750000 Penalty: 4646.329590
	Iteration 99Q: 3 clusters Score -1862738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1862750.375000 Penalty: 4646.329590
	Iteration 100F: 3 clusters Score -1862750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1862760.125000 Penalty: 4646.329590
	Iteration 101Q: 3 clusters Score -1862760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1862768.750000 Penalty: 4646.329590
	Iteration 102Q: 3 clusters Score -1862769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1862775.875000 Penalty: 4646.329590
	Iteration 103Q: 3 clusters Score -1862776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1862778.875000 Penalty: 4646.329590
	Iteration 104Q: 3 clusters Score -1862779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1862784.625000 Penalty: 4646.329590
	Iteration 105Q: 3 clusters Score -1862785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1862793.250000 Penalty: 4646.329590
	Iteration 106Q: 3 clusters Score -1862793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1862798.375000 Penalty: 4646.329590
	Iteration 107Q: 3 clusters Score -1862798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1862807.250000 Penalty: 4646.329590
	Iteration 108Q: 3 clusters Score -1862807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1862811.000000 Penalty: 4646.329590
	Iteration 109Q: 3 clusters Score -1862811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1862811.375000 Penalty: 4646.329590
	Iteration 110Q: 3 clusters Score -1862811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1862813.500000 Penalty: 4646.329590
	Iteration 111Q: 3 clusters Score -1862814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1862821.000000 Penalty: 4646.329590
	Iteration 112Q: 3 clusters Score -1862821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1862828.625000 Penalty: 4646.329590
	Iteration 113Q: 3 clusters Score -1862829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1862836.125000 Penalty: 4646.329590
	Iteration 114Q: 3 clusters Score -1862836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1862841.625000 Penalty: 4646.329590
	Iteration 115Q: 3 clusters Score -1862842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1862844.000000 Penalty: 4646.329590
	Iteration 116Q: 3 clusters Score -1862844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1862846.500000 Penalty: 4646.329590
	Iteration 117Q: 3 clusters Score -1862846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1862845.250000 Penalty: 4646.329590
	Iteration 118Q: 3 clusters Score -1862845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1862844.125000 Penalty: 4646.329590
	Iteration 119Q: 3 clusters Score -1862844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1862847.500000 Penalty: 4646.329590
	Iteration 120F: 3 clusters Score -1862848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1862850.250000 Penalty: 4646.329590
	Iteration 121Q: 3 clusters Score -1862850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1862855.875000 Penalty: 4646.329590
	Iteration 122Q: 3 clusters Score -1862856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1862855.500000 Penalty: 4646.329590
	Iteration 123Q: 3 clusters Score -1862856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1862855.750000 Penalty: 4646.329590
	Iteration 124Q: 3 clusters Score -1862856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1862857.375000 Penalty: 4646.329590
	Iteration 125Q: 3 clusters Score -1862857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1862861.875000 Penalty: 4646.329590
	Iteration 126Q: 3 clusters Score -1862862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1862863.500000 Penalty: 4646.329590
	Iteration 127Q: 3 clusters Score -1862864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1862866.875000 Penalty: 4646.329590
	Iteration 128Q: 3 clusters Score -1862867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1862867.875000 Penalty: 4646.329590
	Iteration 129Q: 3 clusters Score -1862868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1862868.250000 Penalty: 4646.329590
	Iteration 130Q: 3 clusters Score -1862868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1862869.375000 Penalty: 4646.329590
	Iteration 131Q: 3 clusters Score -1862869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1862872.125000 Penalty: 4646.329590
	Iteration 132Q: 3 clusters Score -1862872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1862873.750000 Penalty: 4646.329590
	Iteration 133Q: 3 clusters Score -1862874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1862874.875000 Penalty: 4646.329590
	Iteration 134Q: 3 clusters Score -1862875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1862872.125000 Penalty: 4646.329590
	Iteration 135Q: 3 clusters Score -1862872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1862873.625000 Penalty: 4646.329590
	Iteration 136Q: 3 clusters Score -1862874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1862872.875000 Penalty: 4646.329590
	Iteration 137Q: 3 clusters Score -1862873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1862872.875000 Penalty: 4646.329590
	Iteration 138F: 3 clusters Score -1862873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Entering Unmasked Estep 
Score: -708066.687500 Penalty: 2083.307861
	Iteration 0F: 2 clusters Score -708066.7 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 2212 members 
Entering Unmasked Estep 
Score: -703913.250000 Penalty: 4166.615723
	Iteration 0F: 3 clusters Score -703913.2 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -704899.312500 Penalty: 4166.615723
	Iteration 1F: 3 clusters Score -704899.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -705156.000000 Penalty: 4166.615723
	Iteration 2F: 3 clusters Score -705156 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -705309.437500 Penalty: 4166.615723
	Iteration 3F: 3 clusters Score -705309.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -705423.812500 Penalty: 4166.615723
	Iteration 4Q: 3 clusters Score -705423.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -705542.562500 Penalty: 4166.615723
	Iteration 5Q: 3 clusters Score -705542.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -705687.062500 Penalty: 4166.615723
	Iteration 6Q: 3 clusters Score -705687.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -705857.812500 Penalty: 4166.615723
	Iteration 7Q: 3 clusters Score -705857.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -706055.125000 Penalty: 4166.615723
	Iteration 8Q: 3 clusters Score -706055.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -706260.812500 Penalty: 4166.615723
	Iteration 9Q: 3 clusters Score -706260.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -706470.125000 Penalty: 4166.615723
	Iteration 10Q: 3 clusters Score -706470.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -706692.687500 Penalty: 4166.615723
	Iteration 11Q: 3 clusters Score -706692.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -706900.687500 Penalty: 4166.615723
	Iteration 12Q: 3 clusters Score -706900.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -707105.125000 Penalty: 4166.615723
	Iteration 13Q: 3 clusters Score -707105.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -707241.812500 Penalty: 4166.615723
	Iteration 14Q: 3 clusters Score -707241.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -707306.000000 Penalty: 4166.615723
	Iteration 15Q: 3 clusters Score -707306 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -707349.375000 Penalty: 4166.615723
	Iteration 16Q: 3 clusters Score -707349.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -707382.937500 Penalty: 4166.615723
	Iteration 17Q: 3 clusters Score -707382.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -707418.187500 Penalty: 4166.615723
	Iteration 18Q: 3 clusters Score -707418.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -707449.812500 Penalty: 4166.615723
	Iteration 19Q: 3 clusters Score -707449.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -707478.250000 Penalty: 4166.615723
	Iteration 20F: 3 clusters Score -707478.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -707503.000000 Penalty: 4166.615723
	Iteration 21Q: 3 clusters Score -707503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -707520.062500 Penalty: 4166.615723
	Iteration 22Q: 3 clusters Score -707520.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -707542.875000 Penalty: 4166.615723
	Iteration 23Q: 3 clusters Score -707542.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -707555.875000 Penalty: 4166.615723
	Iteration 24Q: 3 clusters Score -707555.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -707564.250000 Penalty: 4166.615723
	Iteration 25Q: 3 clusters Score -707564.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -707576.125000 Penalty: 4166.615723
	Iteration 26Q: 3 clusters Score -707576.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -707584.625000 Penalty: 4166.615723
	Iteration 27Q: 3 clusters Score -707584.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -707591.437500 Penalty: 4166.615723
	Iteration 28Q: 3 clusters Score -707591.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -707596.000000 Penalty: 4166.615723
	Iteration 29Q: 3 clusters Score -707596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -707598.812500 Penalty: 4166.615723
	Iteration 30Q: 3 clusters Score -707598.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -707600.687500 Penalty: 4166.615723
	Iteration 31Q: 3 clusters Score -707600.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -707601.687500 Penalty: 4166.615723
	Iteration 32Q: 3 clusters Score -707601.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -707602.187500 Penalty: 4166.615723
	Iteration 33Q: 3 clusters Score -707602.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -707602.750000 Penalty: 4166.615723
	Iteration 34Q: 3 clusters Score -707602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -707603.062500 Penalty: 4166.615723
	Iteration 35Q: 3 clusters Score -707603.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -707602.125000 Penalty: 4166.615723
	Iteration 36Q: 3 clusters Score -707602.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -707602.125000 Penalty: 4166.615723
	Iteration 37F: 3 clusters Score -707602.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -134987.109375 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -134987.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -133172.906250 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -133172.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -133512.109375 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -133512.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -133694.515625 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -133694.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -133869.187500 Penalty: 3356.602051
	Iteration 3F: 3 clusters Score -133869.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -134032.984375 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -134033 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -134279.671875 Penalty: 3356.602051
	Iteration 5F: 3 clusters Score -134279.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -134477.078125 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -134477.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -134587.609375 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -134587.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -134653.890625 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -134653.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -134687.656250 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -134687.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -134699.234375 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -134699.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -134711.875000 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -134711.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -134721.234375 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -134721.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -134721.234375 Penalty: 3356.602051
	Iteration 13F: 3 clusters Score -134721.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -395755.593750 Penalty: 1929.929443
	Iteration 0F: 2 clusters Score -395755.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -392860.812500 Penalty: 3859.858887
	Iteration 0F: 3 clusters Score -392860.8 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -393384.437500 Penalty: 3859.858887
	Iteration 1F: 3 clusters Score -393384.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -393527.250000 Penalty: 3859.858887
	Iteration 2F: 3 clusters Score -393527.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -393618.718750 Penalty: 3859.858887
	Iteration 3Q: 3 clusters Score -393618.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -393690.500000 Penalty: 3859.858887
	Iteration 4Q: 3 clusters Score -393690.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -393746.343750 Penalty: 3859.858887
	Iteration 5Q: 3 clusters Score -393746.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -393809.500000 Penalty: 3859.858887
	Iteration 6Q: 3 clusters Score -393809.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -393869.843750 Penalty: 3859.858887
	Iteration 7Q: 3 clusters Score -393869.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -393931.625000 Penalty: 3859.858887
	Iteration 8Q: 3 clusters Score -393931.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -393992.375000 Penalty: 3859.858887
	Iteration 9Q: 3 clusters Score -393992.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -394070.843750 Penalty: 3859.858887
	Iteration 10Q: 3 clusters Score -394070.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -394156.250000 Penalty: 3859.858887
	Iteration 11Q: 3 clusters Score -394156.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -394258.250000 Penalty: 3859.858887
	Iteration 12Q: 3 clusters Score -394258.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -394384.343750 Penalty: 3859.858887
	Iteration 13Q: 3 clusters Score -394384.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -394574.625000 Penalty: 3859.858887
	Iteration 14Q: 3 clusters Score -394574.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -394895.187500 Penalty: 3859.858887
	Iteration 15F: 3 clusters Score -394895.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -395102.562500 Penalty: 3859.858887
	Iteration 16Q: 3 clusters Score -395102.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -395213.125000 Penalty: 3859.858887
	Iteration 17Q: 3 clusters Score -395213.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -395308.750000 Penalty: 3859.858887
	Iteration 18Q: 3 clusters Score -395308.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -395359.781250 Penalty: 3859.858887
	Iteration 19Q: 3 clusters Score -395359.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -395391.125000 Penalty: 3859.858887
	Iteration 20F: 3 clusters Score -395391.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -395402.093750 Penalty: 3859.858887
	Iteration 21Q: 3 clusters Score -395402.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -395414.187500 Penalty: 3859.858887
	Iteration 22Q: 3 clusters Score -395414.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -395423.906250 Penalty: 3859.858887
	Iteration 23Q: 3 clusters Score -395423.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -395428.187500 Penalty: 3859.858887
	Iteration 24Q: 3 clusters Score -395428.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -395429.656250 Penalty: 3859.858887
	Iteration 25Q: 3 clusters Score -395429.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -395430.875000 Penalty: 3859.858887
	Iteration 26Q: 3 clusters Score -395430.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -395432.500000 Penalty: 3859.858887
	Iteration 27Q: 3 clusters Score -395432.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -395433.625000 Penalty: 3859.858887
	Iteration 28Q: 3 clusters Score -395433.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -395438.718750 Penalty: 3859.858887
	Iteration 29Q: 3 clusters Score -395438.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -395441.250000 Penalty: 3859.858887
	Iteration 30Q: 3 clusters Score -395441.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -395443.718750 Penalty: 3859.858887
	Iteration 31Q: 3 clusters Score -395443.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -395444.968750 Penalty: 3859.858887
	Iteration 32Q: 3 clusters Score -395445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -395446.875000 Penalty: 3859.858887
	Iteration 33Q: 3 clusters Score -395446.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -395448.250000 Penalty: 3859.858887
	Iteration 34Q: 3 clusters Score -395448.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -395448.250000 Penalty: 3859.858887
	Iteration 35F: 3 clusters Score -395448.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (52803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Entering Unmasked Estep 
Score: -8903576.000000 Penalty: 2696.832031
	Iteration 0F: 2 clusters Score -8903576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -8868427.000000 Penalty: 5393.664062
	Iteration 0F: 3 clusters Score -8868427 nChanged 24397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -8882330.000000 Penalty: 5393.664062
	Iteration 1F: 3 clusters Score -8882330 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -8883117.000000 Penalty: 5393.664062
	Iteration 2Q: 3 clusters Score -8883117 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -8883877.000000 Penalty: 5393.664062
	Iteration 3Q: 3 clusters Score -8883877 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -8884932.000000 Penalty: 5393.664062
	Iteration 4Q: 3 clusters Score -8884932 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -8886232.000000 Penalty: 5393.664062
	Iteration 5F: 3 clusters Score -8886232 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -8887779.000000 Penalty: 5393.664062
	Iteration 6F: 3 clusters Score -8887779 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -8889616.000000 Penalty: 5393.664062
	Iteration 7F: 3 clusters Score -8889616 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -8891624.000000 Penalty: 5393.664062
	Iteration 8F: 3 clusters Score -8891624 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -8893736.000000 Penalty: 5393.664062
	Iteration 9F: 3 clusters Score -8893736 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -8895826.000000 Penalty: 5393.664062
	Iteration 10Q: 3 clusters Score -8895826 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -8897404.000000 Penalty: 5393.664062
	Iteration 11Q: 3 clusters Score -8897404 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -8898503.000000 Penalty: 5393.664062
	Iteration 12Q: 3 clusters Score -8898503 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -8899267.000000 Penalty: 5393.664062
	Iteration 13Q: 3 clusters Score -8899267 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -8899786.000000 Penalty: 5393.664062
	Iteration 14Q: 3 clusters Score -8899786 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -8900165.000000 Penalty: 5393.664062
	Iteration 15Q: 3 clusters Score -8900165 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -8900467.000000 Penalty: 5393.664062
	Iteration 16Q: 3 clusters Score -8900467 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -8900699.000000 Penalty: 5393.664062
	Iteration 17Q: 3 clusters Score -8900699 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -8900920.000000 Penalty: 5393.664062
	Iteration 18Q: 3 clusters Score -8900920 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -8901063.000000 Penalty: 5393.664062
	Iteration 19Q: 3 clusters Score -8901063 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -8901152.000000 Penalty: 5393.664062
	Iteration 20F: 3 clusters Score -8901152 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50557 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -8901200.000000 Penalty: 5393.664062
	Iteration 21Q: 3 clusters Score -8901200 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50706 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -8901296.000000 Penalty: 5393.664062
	Iteration 22Q: 3 clusters Score -8901296 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50843 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8901374.000000 Penalty: 5393.664062
	Iteration 23Q: 3 clusters Score -8901374 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -8901429.000000 Penalty: 5393.664062
	Iteration 24Q: 3 clusters Score -8901429 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -8901460.000000 Penalty: 5393.664062
	Iteration 25Q: 3 clusters Score -8901460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8901462.000000 Penalty: 5393.664062
	Iteration 26Q: 3 clusters Score -8901462 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -8901490.000000 Penalty: 5393.664062
	Iteration 27Q: 3 clusters Score -8901490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -8901517.000000 Penalty: 5393.664062
	Iteration 28Q: 3 clusters Score -8901517 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8901513.000000 Penalty: 5393.664062
	Iteration 29Q: 3 clusters Score -8901513 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8901518.000000 Penalty: 5393.664062
	Iteration 30Q: 3 clusters Score -8901518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -8901539.000000 Penalty: 5393.664062
	Iteration 31Q: 3 clusters Score -8901539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -8901545.000000 Penalty: 5393.664062
	Iteration 32Q: 3 clusters Score -8901545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8901538.000000 Penalty: 5393.664062
	Iteration 33Q: 3 clusters Score -8901538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51371 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8901569.000000 Penalty: 5393.664062
	Iteration 34Q: 3 clusters Score -8901569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -8901561.000000 Penalty: 5393.664062
	Iteration 35Q: 3 clusters Score -8901561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8901567.000000 Penalty: 5393.664062
	Iteration 36Q: 3 clusters Score -8901567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8901583.000000 Penalty: 5393.664062
	Iteration 37Q: 3 clusters Score -8901583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -8901566.000000 Penalty: 5393.664062
	Iteration 38Q: 3 clusters Score -8901566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -8901578.000000 Penalty: 5393.664062
	Iteration 39Q: 3 clusters Score -8901578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8901586.000000 Penalty: 5393.664062
	Iteration 40F: 3 clusters Score -8901586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -8901592.000000 Penalty: 5393.664062
	Iteration 41Q: 3 clusters Score -8901592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8901583.000000 Penalty: 5393.664062
	Iteration 42Q: 3 clusters Score -8901583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -8901582.000000 Penalty: 5393.664062
	Iteration 43Q: 3 clusters Score -8901582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8901578.000000 Penalty: 5393.664062
	Iteration 44Q: 3 clusters Score -8901578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8901578.000000 Penalty: 5393.664062
	Iteration 45F: 3 clusters Score -8901578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Entering Unmasked Estep 
Score: -334131.187500 Penalty: 1887.982178
	Iteration 0F: 2 clusters Score -334131.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -331483.781250 Penalty: 3775.964355
	Iteration 0F: 3 clusters Score -331483.8 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -331968.593750 Penalty: 3775.964355
	Iteration 1F: 3 clusters Score -331968.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -332114.187500 Penalty: 3775.964355
	Iteration 2F: 3 clusters Score -332114.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -332218.437500 Penalty: 3775.964355
	Iteration 3F: 3 clusters Score -332218.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -332309.687500 Penalty: 3775.964355
	Iteration 4Q: 3 clusters Score -332309.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -332374.875000 Penalty: 3775.964355
	Iteration 5Q: 3 clusters Score -332374.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -332435.656250 Penalty: 3775.964355
	Iteration 6Q: 3 clusters Score -332435.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -332481.093750 Penalty: 3775.964355
	Iteration 7Q: 3 clusters Score -332481.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -332518.250000 Penalty: 3775.964355
	Iteration 8Q: 3 clusters Score -332518.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -332552.968750 Penalty: 3775.964355
	Iteration 9Q: 3 clusters Score -332553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -332578.812500 Penalty: 3775.964355
	Iteration 10Q: 3 clusters Score -332578.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -332603.687500 Penalty: 3775.964355
	Iteration 11Q: 3 clusters Score -332603.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -332627.218750 Penalty: 3775.964355
	Iteration 12Q: 3 clusters Score -332627.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -332644.875000 Penalty: 3775.964355
	Iteration 13Q: 3 clusters Score -332644.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -332662.750000 Penalty: 3775.964355
	Iteration 14Q: 3 clusters Score -332662.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -332678.656250 Penalty: 3775.964355
	Iteration 15Q: 3 clusters Score -332678.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -332696.218750 Penalty: 3775.964355
	Iteration 16Q: 3 clusters Score -332696.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -332708.593750 Penalty: 3775.964355
	Iteration 17Q: 3 clusters Score -332708.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -332720.093750 Penalty: 3775.964355
	Iteration 18Q: 3 clusters Score -332720.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -332729.093750 Penalty: 3775.964355
	Iteration 19Q: 3 clusters Score -332729.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -332737.093750 Penalty: 3775.964355
	Iteration 20F: 3 clusters Score -332737.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -332744.718750 Penalty: 3775.964355
	Iteration 21Q: 3 clusters Score -332744.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -332748.625000 Penalty: 3775.964355
	Iteration 22Q: 3 clusters Score -332748.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -332751.156250 Penalty: 3775.964355
	Iteration 23Q: 3 clusters Score -332751.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -332752.781250 Penalty: 3775.964355
	Iteration 24Q: 3 clusters Score -332752.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -332752.781250 Penalty: 3775.964355
	Iteration 25F: 3 clusters Score -332752.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Entering Unmasked Estep 
Score: -2781108.000000 Penalty: 2400.988770
	Iteration 0F: 2 clusters Score -2781108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2769677.000000 Penalty: 4801.977539
	Iteration 0F: 3 clusters Score -2769677 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2773357.750000 Penalty: 4801.977539
	Iteration 1F: 3 clusters Score -2773358 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2773720.000000 Penalty: 4801.977539
	Iteration 2F: 3 clusters Score -2773720 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2774039.500000 Penalty: 4801.977539
	Iteration 3Q: 3 clusters Score -2774040 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2774332.500000 Penalty: 4801.977539
	Iteration 4Q: 3 clusters Score -2774332 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2774640.250000 Penalty: 4801.977539
	Iteration 5Q: 3 clusters Score -2774640 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2775001.000000 Penalty: 4801.977539
	Iteration 6Q: 3 clusters Score -2775001 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2775396.000000 Penalty: 4801.977539
	Iteration 7Q: 3 clusters Score -2775396 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2775834.250000 Penalty: 4801.977539
	Iteration 8Q: 3 clusters Score -2775834 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2776301.500000 Penalty: 4801.977539
	Iteration 9Q: 3 clusters Score -2776302 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2776832.000000 Penalty: 4801.977539
	Iteration 10Q: 3 clusters Score -2776832 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2777253.250000 Penalty: 4801.977539
	Iteration 11Q: 3 clusters Score -2777253 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2777556.000000 Penalty: 4801.977539
	Iteration 12Q: 3 clusters Score -2777556 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2777751.500000 Penalty: 4801.977539
	Iteration 13Q: 3 clusters Score -2777752 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2777850.750000 Penalty: 4801.977539
	Iteration 14Q: 3 clusters Score -2777851 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2777897.500000 Penalty: 4801.977539
	Iteration 15Q: 3 clusters Score -2777898 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2777954.500000 Penalty: 4801.977539
	Iteration 16Q: 3 clusters Score -2777954 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2778011.000000 Penalty: 4801.977539
	Iteration 17Q: 3 clusters Score -2778011 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2778052.750000 Penalty: 4801.977539
	Iteration 18Q: 3 clusters Score -2778053 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2778104.500000 Penalty: 4801.977539
	Iteration 19Q: 3 clusters Score -2778104 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2778144.000000 Penalty: 4801.977539
	Iteration 20F: 3 clusters Score -2778144 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2778172.250000 Penalty: 4801.977539
	Iteration 21Q: 3 clusters Score -2778172 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2778205.500000 Penalty: 4801.977539
	Iteration 22Q: 3 clusters Score -2778206 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2778221.250000 Penalty: 4801.977539
	Iteration 23Q: 3 clusters Score -2778221 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2778234.250000 Penalty: 4801.977539
	Iteration 24Q: 3 clusters Score -2778234 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2778237.750000 Penalty: 4801.977539
	Iteration 25Q: 3 clusters Score -2778238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2778247.250000 Penalty: 4801.977539
	Iteration 26Q: 3 clusters Score -2778247 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2778253.250000 Penalty: 4801.977539
	Iteration 27Q: 3 clusters Score -2778253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2778252.750000 Penalty: 4801.977539
	Iteration 28Q: 3 clusters Score -2778253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2778262.250000 Penalty: 4801.977539
	Iteration 29Q: 3 clusters Score -2778262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2778262.000000 Penalty: 4801.977539
	Iteration 30Q: 3 clusters Score -2778262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2778266.500000 Penalty: 4801.977539
	Iteration 31Q: 3 clusters Score -2778266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2778269.500000 Penalty: 4801.977539
	Iteration 32Q: 3 clusters Score -2778270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2778277.000000 Penalty: 4801.977539
	Iteration 33Q: 3 clusters Score -2778277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2778271.750000 Penalty: 4801.977539
	Iteration 34Q: 3 clusters Score -2778272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2778282.750000 Penalty: 4801.977539
	Iteration 35Q: 3 clusters Score -2778283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2778285.750000 Penalty: 4801.977539
	Iteration 36Q: 3 clusters Score -2778286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2778291.500000 Penalty: 4801.977539
	Iteration 37Q: 3 clusters Score -2778292 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2778305.500000 Penalty: 4801.977539
	Iteration 38Q: 3 clusters Score -2778306 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2778310.000000 Penalty: 4801.977539
	Iteration 39Q: 3 clusters Score -2778310 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2778313.500000 Penalty: 4801.977539
	Iteration 40F: 3 clusters Score -2778314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2778318.000000 Penalty: 4801.977539
	Iteration 41Q: 3 clusters Score -2778318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2778322.750000 Penalty: 4801.977539
	Iteration 42Q: 3 clusters Score -2778323 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2778332.250000 Penalty: 4801.977539
	Iteration 43Q: 3 clusters Score -2778332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2778340.000000 Penalty: 4801.977539
	Iteration 44Q: 3 clusters Score -2778340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2778352.250000 Penalty: 4801.977539
	Iteration 45Q: 3 clusters Score -2778352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2778349.500000 Penalty: 4801.977539
	Iteration 46Q: 3 clusters Score -2778350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2778359.750000 Penalty: 4801.977539
	Iteration 47Q: 3 clusters Score -2778360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2778360.250000 Penalty: 4801.977539
	Iteration 48Q: 3 clusters Score -2778360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2778360.750000 Penalty: 4801.977539
	Iteration 49Q: 3 clusters Score -2778361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2778360.000000 Penalty: 4801.977539
	Iteration 50Q: 3 clusters Score -2778360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2778364.000000 Penalty: 4801.977539
	Iteration 51Q: 3 clusters Score -2778364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2778364.000000 Penalty: 4801.977539
	Iteration 52Q: 3 clusters Score -2778364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2778369.500000 Penalty: 4801.977539
	Iteration 53Q: 3 clusters Score -2778370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2778372.250000 Penalty: 4801.977539
	Iteration 54Q: 3 clusters Score -2778372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2778378.000000 Penalty: 4801.977539
	Iteration 55Q: 3 clusters Score -2778378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2778377.500000 Penalty: 4801.977539
	Iteration 56Q: 3 clusters Score -2778378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2778377.500000 Penalty: 4801.977539
	Iteration 57F: 3 clusters Score -2778378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -233728.078125 Penalty: 1802.864868
	Iteration 0F: 2 clusters Score -233728.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -231485.734375 Penalty: 3605.729736
	Iteration 0F: 3 clusters Score -231485.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -231844.953125 Penalty: 3605.729736
	Iteration 1F: 3 clusters Score -231845 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -231953.484375 Penalty: 3605.729736
	Iteration 2F: 3 clusters Score -231953.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -232023.562500 Penalty: 3605.729736
	Iteration 3Q: 3 clusters Score -232023.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -232083.468750 Penalty: 3605.729736
	Iteration 4Q: 3 clusters Score -232083.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -232122.000000 Penalty: 3605.729736
	Iteration 5Q: 3 clusters Score -232122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -232154.500000 Penalty: 3605.729736
	Iteration 6Q: 3 clusters Score -232154.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -232191.031250 Penalty: 3605.729736
	Iteration 7Q: 3 clusters Score -232191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -232226.531250 Penalty: 3605.729736
	Iteration 8Q: 3 clusters Score -232226.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -232249.812500 Penalty: 3605.729736
	Iteration 9Q: 3 clusters Score -232249.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -232265.281250 Penalty: 3605.729736
	Iteration 10Q: 3 clusters Score -232265.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -232277.078125 Penalty: 3605.729736
	Iteration 11Q: 3 clusters Score -232277.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -232283.484375 Penalty: 3605.729736
	Iteration 12Q: 3 clusters Score -232283.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -232284.609375 Penalty: 3605.729736
	Iteration 13Q: 3 clusters Score -232284.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -232286.000000 Penalty: 3605.729736
	Iteration 14Q: 3 clusters Score -232286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -232288.062500 Penalty: 3605.729736
	Iteration 15Q: 3 clusters Score -232288.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -232289.609375 Penalty: 3605.729736
	Iteration 16Q: 3 clusters Score -232289.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -232290.906250 Penalty: 3605.729736
	Iteration 17Q: 3 clusters Score -232290.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -232295.187500 Penalty: 3605.729736
	Iteration 18Q: 3 clusters Score -232295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -232297.062500 Penalty: 3605.729736
	Iteration 19Q: 3 clusters Score -232297.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -232298.031250 Penalty: 3605.729736
	Iteration 20F: 3 clusters Score -232298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -232298.656250 Penalty: 3605.729736
	Iteration 21Q: 3 clusters Score -232298.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -232298.656250 Penalty: 3605.729736
	Iteration 22F: 3 clusters Score -232298.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -106392.359375 Penalty: 1626.784546
	Iteration 0F: 2 clusters Score -106392.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -104717.750000 Penalty: 3253.569092
	Iteration 0F: 3 clusters Score -104717.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -105166.226562 Penalty: 3253.569092
	Iteration 1F: 3 clusters Score -105166.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -105413.804688 Penalty: 3253.569092
	Iteration 2F: 3 clusters Score -105413.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -105547.640625 Penalty: 3253.569092
	Iteration 3F: 3 clusters Score -105547.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -105628.375000 Penalty: 3253.569092
	Iteration 4Q: 3 clusters Score -105628.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -105667.273438 Penalty: 3253.569092
	Iteration 5Q: 3 clusters Score -105667.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -105696.085938 Penalty: 3253.569092
	Iteration 6Q: 3 clusters Score -105696.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -105738.164062 Penalty: 3253.569092
	Iteration 7Q: 3 clusters Score -105738.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -105756.421875 Penalty: 3253.569092
	Iteration 8Q: 3 clusters Score -105756.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -105765.414062 Penalty: 3253.569092
	Iteration 9Q: 3 clusters Score -105765.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -105778.726562 Penalty: 3253.569092
	Iteration 10Q: 3 clusters Score -105778.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -105804.351562 Penalty: 3253.569092
	Iteration 11Q: 3 clusters Score -105804.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -105828.960938 Penalty: 3253.569092
	Iteration 12Q: 3 clusters Score -105829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105847.289062 Penalty: 3253.569092
	Iteration 13Q: 3 clusters Score -105847.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -105856.851562 Penalty: 3253.569092
	Iteration 14Q: 3 clusters Score -105856.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -105871.406250 Penalty: 3253.569092
	Iteration 15Q: 3 clusters Score -105871.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -105873.046875 Penalty: 3253.569092
	Iteration 16Q: 3 clusters Score -105873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -105882.906250 Penalty: 3253.569092
	Iteration 17F: 3 clusters Score -105882.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -105906.601562 Penalty: 3253.569092
	Iteration 18Q: 3 clusters Score -105906.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -105940.437500 Penalty: 3253.569092
	Iteration 19Q: 3 clusters Score -105940.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -105956.460938 Penalty: 3253.569092
	Iteration 20F: 3 clusters Score -105956.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -105961.250000 Penalty: 3253.569092
	Iteration 21Q: 3 clusters Score -105961.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105989.500000 Penalty: 3253.569092
	Iteration 22Q: 3 clusters Score -105989.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -106006.375000 Penalty: 3253.569092
	Iteration 23Q: 3 clusters Score -106006.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -106054.843750 Penalty: 3253.569092
	Iteration 24Q: 3 clusters Score -106054.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -106161.468750 Penalty: 3253.569092
	Iteration 25Q: 3 clusters Score -106161.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -106274.789062 Penalty: 3253.569092
	Iteration 26Q: 3 clusters Score -106274.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -106336.015625 Penalty: 3253.569092
	Iteration 27Q: 3 clusters Score -106336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -106406.328125 Penalty: 3253.569092
	Iteration 28Q: 3 clusters Score -106406.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -106460.210938 Penalty: 3253.569092
	Iteration 29Q: 3 clusters Score -106460.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -106526.656250 Penalty: 3253.569092
	Iteration 30Q: 3 clusters Score -106526.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -106576.234375 Penalty: 3253.569092
	Iteration 31Q: 3 clusters Score -106576.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -106642.921875 Penalty: 3253.569092
	Iteration 32Q: 3 clusters Score -106642.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -106656.976562 Penalty: 3253.569092
	Iteration 33Q: 3 clusters Score -106657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -106658.953125 Penalty: 3253.569092
	Iteration 34Q: 3 clusters Score -106659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -106658.953125 Penalty: 3253.569092
	Iteration 35F: 3 clusters Score -106659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 37213 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60202 members 
Mstep: Class 5 contains 34324 members 
Mstep: Class 6 contains 5707 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 30920 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 29507 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10392 members 
Mstep: Class 15 contains 2491 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63754 members 
Mstep: Class 18 contains 4647 members 
Mstep: Class 19 contains 13749 members 
Mstep: Class 20 contains 75337 members 
Mstep: Class 21 contains 17077 members 
Mstep: Class 22 contains 20681 members 
Mstep: Class 23 contains 5483 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 6260 members 
Mstep: Class 31 contains 11627 members 
Mstep: Class 32 contains 11273 members 
Mstep: Class 33 contains 4943 members 
Mstep: Class 34 contains 53860 members 
Mstep: Class 35 contains 11703 members 
Mstep: Class 36 contains 4449 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52803 members 
Mstep: Class 40 contains 2024 members 
Mstep: Class 41 contains 16017 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7772 members 
Mstep: Class 47 contains 16933 members 
Mstep: Class 48 contains 4745 members 
Mstep: Class 49 contains 1493 members 
Mstep: Class 50 contains 406 members 
Entering Unmasked Estep 
Score: -115052768.000000 Penalty: 166910.750000
Splitting cluster 43 changes total score from -115054056.000000 to -115052768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -149998.171875 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -149998.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -148109.671875 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -148109.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -148353.843750 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -148353.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -148422.781250 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -148422.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -148471.906250 Penalty: 3376.187500
	Iteration 3Q: 3 clusters Score -148471.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -148503.171875 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -148503.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -148520.296875 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -148520.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -148539.296875 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -148539.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -148555.265625 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -148555.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -148572.640625 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -148572.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -148588.765625 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -148588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -148591.500000 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -148591.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -148592.890625 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -148592.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -148594.875000 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -148594.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -148598.843750 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -148598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -148600.437500 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -148600.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -148600.437500 Penalty: 3376.187500
	Iteration 15F: 3 clusters Score -148600.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -74733.492188 Penalty: 1545.647095
	Iteration 0F: 2 clusters Score -74733.49 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 246 members 
Entering Unmasked Estep 
Score: -73257.812500 Penalty: 3091.294189
	Iteration 0F: 3 clusters Score -73257.81 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -73513.203125 Penalty: 3091.294189
	Iteration 1F: 3 clusters Score -73513.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -73703.335938 Penalty: 3091.294189
	Iteration 2F: 3 clusters Score -73703.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -73868.843750 Penalty: 3091.294189
	Iteration 3F: 3 clusters Score -73868.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -73933.289062 Penalty: 3091.294189
	Iteration 4Q: 3 clusters Score -73933.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -73957.421875 Penalty: 3091.294189
	Iteration 5Q: 3 clusters Score -73957.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -73961.843750 Penalty: 3091.294189
	Iteration 6Q: 3 clusters Score -73961.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -73964.171875 Penalty: 3091.294189
	Iteration 7Q: 3 clusters Score -73964.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -73965.453125 Penalty: 3091.294189
	Iteration 8Q: 3 clusters Score -73965.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -73965.453125 Penalty: 3091.294189
	Iteration 9F: 3 clusters Score -73965.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Entering Unmasked Estep 
Score: -1304578.000000 Penalty: 2221.654053
	Iteration 0F: 2 clusters Score -1304578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1298385.875000 Penalty: 4443.308105
	Iteration 0F: 3 clusters Score -1298386 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1300006.875000 Penalty: 4443.308105
	Iteration 1F: 3 clusters Score -1300007 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1300263.500000 Penalty: 4443.308105
	Iteration 2F: 3 clusters Score -1300264 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1300454.500000 Penalty: 4443.308105
	Iteration 3F: 3 clusters Score -1300454 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1300637.250000 Penalty: 4443.308105
	Iteration 4Q: 3 clusters Score -1300637 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1300862.625000 Penalty: 4443.308105
	Iteration 5Q: 3 clusters Score -1300863 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1301128.750000 Penalty: 4443.308105
	Iteration 6Q: 3 clusters Score -1301129 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1301388.125000 Penalty: 4443.308105
	Iteration 7F: 3 clusters Score -1301388 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1301608.625000 Penalty: 4443.308105
	Iteration 8Q: 3 clusters Score -1301609 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1301791.375000 Penalty: 4443.308105
	Iteration 9Q: 3 clusters Score -1301791 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1301975.000000 Penalty: 4443.308105
	Iteration 10Q: 3 clusters Score -1301975 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1302149.000000 Penalty: 4443.308105
	Iteration 11Q: 3 clusters Score -1302149 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1302299.125000 Penalty: 4443.308105
	Iteration 12Q: 3 clusters Score -1302299 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1302404.625000 Penalty: 4443.308105
	Iteration 13Q: 3 clusters Score -1302405 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1302489.000000 Penalty: 4443.308105
	Iteration 14Q: 3 clusters Score -1302489 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1302550.000000 Penalty: 4443.308105
	Iteration 15Q: 3 clusters Score -1302550 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1302611.625000 Penalty: 4443.308105
	Iteration 16Q: 3 clusters Score -1302612 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1302653.000000 Penalty: 4443.308105
	Iteration 17Q: 3 clusters Score -1302653 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1302692.375000 Penalty: 4443.308105
	Iteration 18Q: 3 clusters Score -1302692 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1302717.500000 Penalty: 4443.308105
	Iteration 19Q: 3 clusters Score -1302718 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1302745.000000 Penalty: 4443.308105
	Iteration 20F: 3 clusters Score -1302745 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1302764.875000 Penalty: 4443.308105
	Iteration 21Q: 3 clusters Score -1302765 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1302780.375000 Penalty: 4443.308105
	Iteration 22Q: 3 clusters Score -1302780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1302796.875000 Penalty: 4443.308105
	Iteration 23Q: 3 clusters Score -1302797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1302801.625000 Penalty: 4443.308105
	Iteration 24Q: 3 clusters Score -1302802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1302814.625000 Penalty: 4443.308105
	Iteration 25Q: 3 clusters Score -1302815 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1302826.750000 Penalty: 4443.308105
	Iteration 26Q: 3 clusters Score -1302827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1302834.625000 Penalty: 4443.308105
	Iteration 27Q: 3 clusters Score -1302835 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1302841.500000 Penalty: 4443.308105
	Iteration 28Q: 3 clusters Score -1302842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1302845.875000 Penalty: 4443.308105
	Iteration 29Q: 3 clusters Score -1302846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1302848.250000 Penalty: 4443.308105
	Iteration 30Q: 3 clusters Score -1302848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1302860.000000 Penalty: 4443.308105
	Iteration 31Q: 3 clusters Score -1302860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1302867.125000 Penalty: 4443.308105
	Iteration 32Q: 3 clusters Score -1302867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1302869.875000 Penalty: 4443.308105
	Iteration 33Q: 3 clusters Score -1302870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1302878.250000 Penalty: 4443.308105
	Iteration 34Q: 3 clusters Score -1302878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1302883.250000 Penalty: 4443.308105
	Iteration 35Q: 3 clusters Score -1302883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1302892.625000 Penalty: 4443.308105
	Iteration 36Q: 3 clusters Score -1302893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1302894.500000 Penalty: 4443.308105
	Iteration 37Q: 3 clusters Score -1302894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1302900.875000 Penalty: 4443.308105
	Iteration 38Q: 3 clusters Score -1302901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1302900.500000 Penalty: 4443.308105
	Iteration 39Q: 3 clusters Score -1302900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1302901.375000 Penalty: 4443.308105
	Iteration 40F: 3 clusters Score -1302901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1302903.875000 Penalty: 4443.308105
	Iteration 41Q: 3 clusters Score -1302904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1302902.000000 Penalty: 4443.308105
	Iteration 42Q: 3 clusters Score -1302902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1302902.000000 Penalty: 4443.308105
	Iteration 43F: 3 clusters Score -1302902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (16933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Entering Unmasked Estep 
Score: -2875014.000000 Penalty: 2414.780762
	Iteration 0F: 2 clusters Score -2875014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2862875.000000 Penalty: 4829.561523
	Iteration 0F: 3 clusters Score -2862875 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2866736.500000 Penalty: 4829.561523
	Iteration 1F: 3 clusters Score -2866736 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2867168.000000 Penalty: 4829.561523
	Iteration 2F: 3 clusters Score -2867168 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2867517.000000 Penalty: 4829.561523
	Iteration 3F: 3 clusters Score -2867517 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2867874.000000 Penalty: 4829.561523
	Iteration 4Q: 3 clusters Score -2867874 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2868377.500000 Penalty: 4829.561523
	Iteration 5F: 3 clusters Score -2868378 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2868941.750000 Penalty: 4829.561523
	Iteration 6F: 3 clusters Score -2868942 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2869615.250000 Penalty: 4829.561523
	Iteration 7F: 3 clusters Score -2869615 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2870366.250000 Penalty: 4829.561523
	Iteration 8F: 3 clusters Score -2870366 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2871084.250000 Penalty: 4829.561523
	Iteration 9F: 3 clusters Score -2871084 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2871668.250000 Penalty: 4829.561523
	Iteration 10Q: 3 clusters Score -2871668 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2872083.000000 Penalty: 4829.561523
	Iteration 11Q: 3 clusters Score -2872083 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2872383.000000 Penalty: 4829.561523
	Iteration 12Q: 3 clusters Score -2872383 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2872589.750000 Penalty: 4829.561523
	Iteration 13Q: 3 clusters Score -2872590 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2872685.250000 Penalty: 4829.561523
	Iteration 14Q: 3 clusters Score -2872685 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2872756.500000 Penalty: 4829.561523
	Iteration 15Q: 3 clusters Score -2872756 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2872806.000000 Penalty: 4829.561523
	Iteration 16Q: 3 clusters Score -2872806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2872838.250000 Penalty: 4829.561523
	Iteration 17Q: 3 clusters Score -2872838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2872860.500000 Penalty: 4829.561523
	Iteration 18Q: 3 clusters Score -2872860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2872879.750000 Penalty: 4829.561523
	Iteration 19Q: 3 clusters Score -2872880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2872899.000000 Penalty: 4829.561523
	Iteration 20F: 3 clusters Score -2872899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2872918.250000 Penalty: 4829.561523
	Iteration 21Q: 3 clusters Score -2872918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2872928.750000 Penalty: 4829.561523
	Iteration 22Q: 3 clusters Score -2872929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2872942.250000 Penalty: 4829.561523
	Iteration 23Q: 3 clusters Score -2872942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2872949.750000 Penalty: 4829.561523
	Iteration 24Q: 3 clusters Score -2872950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2872958.250000 Penalty: 4829.561523
	Iteration 25Q: 3 clusters Score -2872958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2872972.250000 Penalty: 4829.561523
	Iteration 26Q: 3 clusters Score -2872972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2872976.250000 Penalty: 4829.561523
	Iteration 27Q: 3 clusters Score -2872976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2872975.750000 Penalty: 4829.561523
	Iteration 28Q: 3 clusters Score -2872976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2872976.750000 Penalty: 4829.561523
	Iteration 29Q: 3 clusters Score -2872977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2872978.000000 Penalty: 4829.561523
	Iteration 30Q: 3 clusters Score -2872978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2872982.000000 Penalty: 4829.561523
	Iteration 31Q: 3 clusters Score -2872982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2872984.500000 Penalty: 4829.561523
	Iteration 32Q: 3 clusters Score -2872984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2872984.500000 Penalty: 4829.561523
	Iteration 33F: 3 clusters Score -2872984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 37213 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60202 members 
Mstep: Class 5 contains 34324 members 
Mstep: Class 6 contains 5707 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 30920 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 29507 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10392 members 
Mstep: Class 15 contains 2491 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63754 members 
Mstep: Class 18 contains 4647 members 
Mstep: Class 19 contains 13749 members 
Mstep: Class 20 contains 75337 members 
Mstep: Class 21 contains 17077 members 
Mstep: Class 22 contains 20681 members 
Mstep: Class 23 contains 5483 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 6313 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 6260 members 
Mstep: Class 31 contains 11627 members 
Mstep: Class 32 contains 11273 members 
Mstep: Class 33 contains 4943 members 
Mstep: Class 34 contains 53860 members 
Mstep: Class 35 contains 11703 members 
Mstep: Class 36 contains 4449 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52803 members 
Mstep: Class 40 contains 2024 members 
Mstep: Class 41 contains 16017 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 706 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7772 members 
Mstep: Class 47 contains 16933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115054576.000000 Penalty: 163572.531250
Iteration 239Q: 50 clusters Score -1.150546e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 36885 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60202 members 
Mstep: Class 5 contains 34304 members 
Mstep: Class 6 contains 5706 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1917 members 
Mstep: Class 9 contains 30924 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7362 members 
Mstep: Class 12 contains 30146 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10398 members 
Mstep: Class 15 contains 2587 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63732 members 
Mstep: Class 18 contains 4667 members 
Mstep: Class 19 contains 13749 members 
Mstep: Class 20 contains 75343 members 
Mstep: Class 21 contains 17091 members 
Mstep: Class 22 contains 20623 members 
Mstep: Class 23 contains 5484 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 6309 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12341 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 6248 members 
Mstep: Class 31 contains 11633 members 
Mstep: Class 32 contains 11255 members 
Mstep: Class 33 contains 4948 members 
Mstep: Class 34 contains 53817 members 
Mstep: Class 35 contains 11619 members 
Mstep: Class 36 contains 4451 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52781 members 
Mstep: Class 40 contains 2024 members 
Mstep: Class 41 contains 16041 members 
Mstep: Class 42 contains 1423 members 
Mstep: Class 43 contains 706 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7744 members 
Mstep: Class 47 contains 16950 members 
Mstep: Class 48 contains 4745 members 
Mstep: Class 49 contains 1464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115054856.000000 Penalty: 163572.531250
Iteration 240F: 50 clusters Score -1.150549e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 36621 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60201 members 
Mstep: Class 5 contains 34273 members 
Mstep: Class 6 contains 5709 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1917 members 
Mstep: Class 9 contains 30924 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7290 members 
Mstep: Class 12 contains 30663 members 
Mstep: Class 13 contains 3612 members 
Mstep: Class 14 contains 10398 members 
Mstep: Class 15 contains 2635 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63707 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 13748 members 
Mstep: Class 20 contains 75350 members 
Mstep: Class 21 contains 17108 members 
Mstep: Class 22 contains 20600 members 
Mstep: Class 23 contains 5485 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3747 members 
Mstep: Class 26 contains 6308 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12333 members 
Mstep: Class 29 contains 2917 members 
Mstep: Class 30 contains 6236 members 
Mstep: Class 31 contains 11638 members 
Mstep: Class 32 contains 11272 members 
Mstep: Class 33 contains 4953 members 
Mstep: Class 34 contains 53765 members 
Mstep: Class 35 contains 11576 members 
Mstep: Class 36 contains 4456 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52770 members 
Mstep: Class 40 contains 2014 members 
Mstep: Class 41 contains 16069 members 
Mstep: Class 42 contains 1417 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7712 members 
Mstep: Class 47 contains 16933 members 
Mstep: Class 48 contains 4778 members 
Mstep: Class 49 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055056.000000 Penalty: 163572.531250
Iteration 241Q: 50 clusters Score -1.150551e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 36391 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60187 members 
Mstep: Class 5 contains 34245 members 
Mstep: Class 6 contains 5712 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 1918 members 
Mstep: Class 9 contains 30926 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7238 members 
Mstep: Class 12 contains 31010 members 
Mstep: Class 13 contains 3612 members 
Mstep: Class 14 contains 10395 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63680 members 
Mstep: Class 18 contains 4633 members 
Mstep: Class 19 contains 13748 members 
Mstep: Class 20 contains 75364 members 
Mstep: Class 21 contains 17122 members 
Mstep: Class 22 contains 20579 members 
Mstep: Class 23 contains 5486 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3725 members 
Mstep: Class 26 contains 6309 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12328 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6233 members 
Mstep: Class 31 contains 11641 members 
Mstep: Class 32 contains 11315 members 
Mstep: Class 33 contains 4958 members 
Mstep: Class 34 contains 53717 members 
Mstep: Class 35 contains 11559 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52767 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 16108 members 
Mstep: Class 42 contains 1408 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7681 members 
Mstep: Class 47 contains 16920 members 
Mstep: Class 48 contains 4833 members 
Mstep: Class 49 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115054968.000000 Penalty: 163572.531250
Iteration 242Q: 50 clusters Score -1.15055e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 36203 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60169 members 
Mstep: Class 5 contains 34223 members 
Mstep: Class 6 contains 5713 members 
Mstep: Class 7 contains 7660 members 
Mstep: Class 8 contains 1918 members 
Mstep: Class 9 contains 30933 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7185 members 
Mstep: Class 12 contains 31285 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10393 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63659 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 13747 members 
Mstep: Class 20 contains 75369 members 
Mstep: Class 21 contains 17134 members 
Mstep: Class 22 contains 20554 members 
Mstep: Class 23 contains 5488 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 3710 members 
Mstep: Class 26 contains 6318 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12332 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6231 members 
Mstep: Class 31 contains 11643 members 
Mstep: Class 32 contains 11349 members 
Mstep: Class 33 contains 4966 members 
Mstep: Class 34 contains 53679 members 
Mstep: Class 35 contains 11549 members 
Mstep: Class 36 contains 4466 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52761 members 
Mstep: Class 40 contains 2008 members 
Mstep: Class 41 contains 16150 members 
Mstep: Class 42 contains 1399 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7648 members 
Mstep: Class 47 contains 16923 members 
Mstep: Class 48 contains 4893 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055072.000000 Penalty: 163572.531250
Iteration 243Q: 50 clusters Score -1.150551e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 36070 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60150 members 
Mstep: Class 5 contains 34181 members 
Mstep: Class 6 contains 5714 members 
Mstep: Class 7 contains 7660 members 
Mstep: Class 8 contains 1917 members 
Mstep: Class 9 contains 30938 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7150 members 
Mstep: Class 12 contains 31470 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10392 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63633 members 
Mstep: Class 18 contains 4647 members 
Mstep: Class 19 contains 13747 members 
Mstep: Class 20 contains 75372 members 
Mstep: Class 21 contains 17151 members 
Mstep: Class 22 contains 20535 members 
Mstep: Class 23 contains 5489 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3690 members 
Mstep: Class 26 contains 6325 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12335 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6232 members 
Mstep: Class 31 contains 11649 members 
Mstep: Class 32 contains 11390 members 
Mstep: Class 33 contains 4979 members 
Mstep: Class 34 contains 53642 members 
Mstep: Class 35 contains 11535 members 
Mstep: Class 36 contains 4468 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52760 members 
Mstep: Class 40 contains 2003 members 
Mstep: Class 41 contains 16189 members 
Mstep: Class 42 contains 1395 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7628 members 
Mstep: Class 47 contains 16918 members 
Mstep: Class 48 contains 4960 members 
Mstep: Class 49 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055088.000000 Penalty: 163572.531250
Iteration 244Q: 50 clusters Score -1.150551e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 35914 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60143 members 
Mstep: Class 5 contains 34143 members 
Mstep: Class 6 contains 5715 members 
Mstep: Class 7 contains 7659 members 
Mstep: Class 8 contains 1914 members 
Mstep: Class 9 contains 30943 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7128 members 
Mstep: Class 12 contains 31633 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10393 members 
Mstep: Class 15 contains 2734 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63614 members 
Mstep: Class 18 contains 4655 members 
Mstep: Class 19 contains 13748 members 
Mstep: Class 20 contains 75367 members 
Mstep: Class 21 contains 17180 members 
Mstep: Class 22 contains 20523 members 
Mstep: Class 23 contains 5490 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3671 members 
Mstep: Class 26 contains 6333 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12334 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6231 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 11420 members 
Mstep: Class 33 contains 4987 members 
Mstep: Class 34 contains 53611 members 
Mstep: Class 35 contains 11520 members 
Mstep: Class 36 contains 4466 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52756 members 
Mstep: Class 40 contains 1997 members 
Mstep: Class 41 contains 16213 members 
Mstep: Class 42 contains 1395 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7616 members 
Mstep: Class 47 contains 16914 members 
Mstep: Class 48 contains 5026 members 
Mstep: Class 49 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115054944.000000 Penalty: 163572.531250
Iteration 245Q: 50 clusters Score -1.150549e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 35791 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60137 members 
Mstep: Class 5 contains 34107 members 
Mstep: Class 6 contains 5715 members 
Mstep: Class 7 contains 7659 members 
Mstep: Class 8 contains 1913 members 
Mstep: Class 9 contains 30941 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7101 members 
Mstep: Class 12 contains 31778 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10391 members 
Mstep: Class 15 contains 2747 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63590 members 
Mstep: Class 18 contains 4668 members 
Mstep: Class 19 contains 13747 members 
Mstep: Class 20 contains 75373 members 
Mstep: Class 21 contains 17200 members 
Mstep: Class 22 contains 20511 members 
Mstep: Class 23 contains 5494 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3655 members 
Mstep: Class 26 contains 6341 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12331 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6229 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 11447 members 
Mstep: Class 33 contains 4997 members 
Mstep: Class 34 contains 53598 members 
Mstep: Class 35 contains 11518 members 
Mstep: Class 36 contains 4459 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52756 members 
Mstep: Class 40 contains 1991 members 
Mstep: Class 41 contains 16245 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7609 members 
Mstep: Class 47 contains 16904 members 
Mstep: Class 48 contains 5078 members 
Mstep: Class 49 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055152.000000 Penalty: 163572.531250
Iteration 246Q: 50 clusters Score -1.150552e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 35687 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60122 members 
Mstep: Class 5 contains 34082 members 
Mstep: Class 6 contains 5717 members 
Mstep: Class 7 contains 7658 members 
Mstep: Class 8 contains 1911 members 
Mstep: Class 9 contains 30945 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7075 members 
Mstep: Class 12 contains 31898 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10389 members 
Mstep: Class 15 contains 2757 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63571 members 
Mstep: Class 18 contains 4685 members 
Mstep: Class 19 contains 13745 members 
Mstep: Class 20 contains 75366 members 
Mstep: Class 21 contains 17222 members 
Mstep: Class 22 contains 20494 members 
Mstep: Class 23 contains 5498 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3647 members 
Mstep: Class 26 contains 6348 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12327 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6228 members 
Mstep: Class 31 contains 11648 members 
Mstep: Class 32 contains 11477 members 
Mstep: Class 33 contains 5009 members 
Mstep: Class 34 contains 53582 members 
Mstep: Class 35 contains 11507 members 
Mstep: Class 36 contains 4459 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52758 members 
Mstep: Class 40 contains 1987 members 
Mstep: Class 41 contains 16278 members 
Mstep: Class 42 contains 1386 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7600 members 
Mstep: Class 47 contains 16896 members 
Mstep: Class 48 contains 5126 members 
Mstep: Class 49 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055512.000000 Penalty: 163572.531250
Iteration 247Q: 50 clusters Score -1.150555e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 35596 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60099 members 
Mstep: Class 5 contains 34047 members 
Mstep: Class 6 contains 5719 members 
Mstep: Class 7 contains 7655 members 
Mstep: Class 8 contains 1909 members 
Mstep: Class 9 contains 30952 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7051 members 
Mstep: Class 12 contains 31996 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 10389 members 
Mstep: Class 15 contains 2765 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63567 members 
Mstep: Class 18 contains 4697 members 
Mstep: Class 19 contains 13744 members 
Mstep: Class 20 contains 75362 members 
Mstep: Class 21 contains 17239 members 
Mstep: Class 22 contains 20475 members 
Mstep: Class 23 contains 5501 members 
Mstep: Class 24 contains 4531 members 
Mstep: Class 25 contains 3645 members 
Mstep: Class 26 contains 6355 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12324 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6229 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 11510 members 
Mstep: Class 33 contains 5024 members 
Mstep: Class 34 contains 53561 members 
Mstep: Class 35 contains 11506 members 
Mstep: Class 36 contains 4455 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52756 members 
Mstep: Class 40 contains 1987 members 
Mstep: Class 41 contains 16308 members 
Mstep: Class 42 contains 1384 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7592 members 
Mstep: Class 47 contains 16899 members 
Mstep: Class 48 contains 5172 members 
Mstep: Class 49 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055328.000000 Penalty: 163572.531250
Iteration 248Q: 50 clusters Score -1.150553e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 35507 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60081 members 
Mstep: Class 5 contains 34027 members 
Mstep: Class 6 contains 5720 members 
Mstep: Class 7 contains 7654 members 
Mstep: Class 8 contains 1907 members 
Mstep: Class 9 contains 30955 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7038 members 
Mstep: Class 12 contains 32071 members 
Mstep: Class 13 contains 3611 members 
Mstep: Class 14 contains 10388 members 
Mstep: Class 15 contains 2771 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63562 members 
Mstep: Class 18 contains 4714 members 
Mstep: Class 19 contains 13743 members 
Mstep: Class 20 contains 75355 members 
Mstep: Class 21 contains 17247 members 
Mstep: Class 22 contains 20466 members 
Mstep: Class 23 contains 5502 members 
Mstep: Class 24 contains 4530 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 6356 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 12324 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6227 members 
Mstep: Class 31 contains 11658 members 
Mstep: Class 32 contains 11531 members 
Mstep: Class 33 contains 5039 members 
Mstep: Class 34 contains 53552 members 
Mstep: Class 35 contains 11502 members 
Mstep: Class 36 contains 4453 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52748 members 
Mstep: Class 40 contains 1985 members 
Mstep: Class 41 contains 16337 members 
Mstep: Class 42 contains 1385 members 
Mstep: Class 43 contains 706 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7583 members 
Mstep: Class 47 contains 16896 members 
Mstep: Class 48 contains 5221 members 
Mstep: Class 49 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055496.000000 Penalty: 163572.531250
Iteration 249Q: 50 clusters Score -1.150555e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 35428 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60068 members 
Mstep: Class 5 contains 34003 members 
Mstep: Class 6 contains 5722 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1906 members 
Mstep: Class 9 contains 30957 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7019 members 
Mstep: Class 12 contains 32137 members 
Mstep: Class 13 contains 3610 members 
Mstep: Class 14 contains 10390 members 
Mstep: Class 15 contains 2777 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63545 members 
Mstep: Class 18 contains 4725 members 
Mstep: Class 19 contains 13742 members 
Mstep: Class 20 contains 75359 members 
Mstep: Class 21 contains 17257 members 
Mstep: Class 22 contains 20463 members 
Mstep: Class 23 contains 5501 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3631 members 
Mstep: Class 26 contains 6361 members 
Mstep: Class 27 contains 7225 members 
Mstep: Class 28 contains 12321 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6226 members 
Mstep: Class 31 contains 11663 members 
Mstep: Class 32 contains 11555 members 
Mstep: Class 33 contains 5051 members 
Mstep: Class 34 contains 53548 members 
Mstep: Class 35 contains 11508 members 
Mstep: Class 36 contains 4450 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52741 members 
Mstep: Class 40 contains 1985 members 
Mstep: Class 41 contains 16363 members 
Mstep: Class 42 contains 1384 members 
Mstep: Class 43 contains 706 members 
Mstep: Class 44 contains 904 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7577 members 
Mstep: Class 47 contains 16897 members 
Mstep: Class 48 contains 5258 members 
Mstep: Class 49 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055520.000000 Penalty: 163572.531250
Iteration 250Q: 50 clusters Score -1.150555e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 35389 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60058 members 
Mstep: Class 5 contains 33968 members 
Mstep: Class 6 contains 5722 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 1904 members 
Mstep: Class 9 contains 30960 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 7006 members 
Mstep: Class 12 contains 32199 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 10386 members 
Mstep: Class 15 contains 2781 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63527 members 
Mstep: Class 18 contains 4726 members 
Mstep: Class 19 contains 13743 members 
Mstep: Class 20 contains 75354 members 
Mstep: Class 21 contains 17278 members 
Mstep: Class 22 contains 20446 members 
Mstep: Class 23 contains 5503 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3622 members 
Mstep: Class 26 contains 6367 members 
Mstep: Class 27 contains 7225 members 
Mstep: Class 28 contains 12319 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6226 members 
Mstep: Class 31 contains 11663 members 
Mstep: Class 32 contains 11585 members 
Mstep: Class 33 contains 5065 members 
Mstep: Class 34 contains 53528 members 
Mstep: Class 35 contains 11520 members 
Mstep: Class 36 contains 4447 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52736 members 
Mstep: Class 40 contains 1985 members 
Mstep: Class 41 contains 16393 members 
Mstep: Class 42 contains 1383 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7569 members 
Mstep: Class 47 contains 16898 members 
Mstep: Class 48 contains 5294 members 
Mstep: Class 49 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055600.000000 Penalty: 163572.531250
Iteration 251Q: 50 clusters Score -1.150556e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 35356 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60060 members 
Mstep: Class 5 contains 33934 members 
Mstep: Class 6 contains 5727 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 1903 members 
Mstep: Class 9 contains 30963 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 6993 members 
Mstep: Class 12 contains 32269 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 10385 members 
Mstep: Class 15 contains 2785 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63495 members 
Mstep: Class 18 contains 4728 members 
Mstep: Class 19 contains 13745 members 
Mstep: Class 20 contains 75358 members 
Mstep: Class 21 contains 17289 members 
Mstep: Class 22 contains 20444 members 
Mstep: Class 23 contains 5505 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3610 members 
Mstep: Class 26 contains 6372 members 
Mstep: Class 27 contains 7225 members 
Mstep: Class 28 contains 12316 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6225 members 
Mstep: Class 31 contains 11668 members 
Mstep: Class 32 contains 11602 members 
Mstep: Class 33 contains 5079 members 
Mstep: Class 34 contains 53502 members 
Mstep: Class 35 contains 11524 members 
Mstep: Class 36 contains 4451 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52729 members 
Mstep: Class 40 contains 1986 members 
Mstep: Class 41 contains 16420 members 
Mstep: Class 42 contains 1382 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7558 members 
Mstep: Class 47 contains 16895 members 
Mstep: Class 48 contains 5322 members 
Mstep: Class 49 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055712.000000 Penalty: 163572.531250
Iteration 252Q: 50 clusters Score -1.150557e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 35314 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60055 members 
Mstep: Class 5 contains 33914 members 
Mstep: Class 6 contains 5731 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1904 members 
Mstep: Class 9 contains 30965 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 6979 members 
Mstep: Class 12 contains 32325 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 10379 members 
Mstep: Class 15 contains 2788 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63474 members 
Mstep: Class 18 contains 4730 members 
Mstep: Class 19 contains 13745 members 
Mstep: Class 20 contains 75363 members 
Mstep: Class 21 contains 17302 members 
Mstep: Class 22 contains 20433 members 
Mstep: Class 23 contains 5511 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3603 members 
Mstep: Class 26 contains 6376 members 
Mstep: Class 27 contains 7226 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6222 members 
Mstep: Class 31 contains 11671 members 
Mstep: Class 32 contains 11617 members 
Mstep: Class 33 contains 5094 members 
Mstep: Class 34 contains 53481 members 
Mstep: Class 35 contains 11533 members 
Mstep: Class 36 contains 4457 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52719 members 
Mstep: Class 40 contains 1989 members 
Mstep: Class 41 contains 16450 members 
Mstep: Class 42 contains 1381 members 
Mstep: Class 43 contains 706 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7552 members 
Mstep: Class 47 contains 16894 members 
Mstep: Class 48 contains 5352 members 
Mstep: Class 49 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055608.000000 Penalty: 163572.531250
Iteration 253Q: 50 clusters Score -1.150556e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 35263 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60040 members 
Mstep: Class 5 contains 33898 members 
Mstep: Class 6 contains 5736 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 1904 members 
Mstep: Class 9 contains 30966 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 6966 members 
Mstep: Class 12 contains 32387 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 10377 members 
Mstep: Class 15 contains 2789 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63458 members 
Mstep: Class 18 contains 4733 members 
Mstep: Class 19 contains 13744 members 
Mstep: Class 20 contains 75363 members 
Mstep: Class 21 contains 17310 members 
Mstep: Class 22 contains 20426 members 
Mstep: Class 23 contains 5517 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3601 members 
Mstep: Class 26 contains 6381 members 
Mstep: Class 27 contains 7227 members 
Mstep: Class 28 contains 12322 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6222 members 
Mstep: Class 31 contains 11673 members 
Mstep: Class 32 contains 11629 members 
Mstep: Class 33 contains 5106 members 
Mstep: Class 34 contains 53470 members 
Mstep: Class 35 contains 11533 members 
Mstep: Class 36 contains 4463 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52720 members 
Mstep: Class 40 contains 1991 members 
Mstep: Class 41 contains 16488 members 
Mstep: Class 42 contains 1379 members 
Mstep: Class 43 contains 706 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7538 members 
Mstep: Class 47 contains 16891 members 
Mstep: Class 48 contains 5375 members 
Mstep: Class 49 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055576.000000 Penalty: 163572.531250
Iteration 254Q: 50 clusters Score -1.150556e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 35220 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60031 members 
Mstep: Class 5 contains 33888 members 
Mstep: Class 6 contains 5741 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1905 members 
Mstep: Class 9 contains 30967 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 6959 members 
Mstep: Class 12 contains 32440 members 
Mstep: Class 13 contains 3610 members 
Mstep: Class 14 contains 10371 members 
Mstep: Class 15 contains 2790 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63434 members 
Mstep: Class 18 contains 4735 members 
Mstep: Class 19 contains 13744 members 
Mstep: Class 20 contains 75364 members 
Mstep: Class 21 contains 17326 members 
Mstep: Class 22 contains 20411 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3599 members 
Mstep: Class 26 contains 6383 members 
Mstep: Class 27 contains 7228 members 
Mstep: Class 28 contains 12324 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6222 members 
Mstep: Class 31 contains 11672 members 
Mstep: Class 32 contains 11653 members 
Mstep: Class 33 contains 5122 members 
Mstep: Class 34 contains 53455 members 
Mstep: Class 35 contains 11533 members 
Mstep: Class 36 contains 4467 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52711 members 
Mstep: Class 40 contains 1995 members 
Mstep: Class 41 contains 16529 members 
Mstep: Class 42 contains 1376 members 
Mstep: Class 43 contains 705 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7532 members 
Mstep: Class 47 contains 16888 members 
Mstep: Class 48 contains 5403 members 
Mstep: Class 49 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055648.000000 Penalty: 163572.531250
Iteration 255Q: 50 clusters Score -1.150556e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 35184 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60029 members 
Mstep: Class 5 contains 33866 members 
Mstep: Class 6 contains 5743 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 1905 members 
Mstep: Class 9 contains 30969 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 6957 members 
Mstep: Class 12 contains 32471 members 
Mstep: Class 13 contains 3610 members 
Mstep: Class 14 contains 10368 members 
Mstep: Class 15 contains 2792 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63423 members 
Mstep: Class 18 contains 4741 members 
Mstep: Class 19 contains 13746 members 
Mstep: Class 20 contains 75364 members 
Mstep: Class 21 contains 17343 members 
Mstep: Class 22 contains 20398 members 
Mstep: Class 23 contains 5534 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3596 members 
Mstep: Class 26 contains 6381 members 
Mstep: Class 27 contains 7231 members 
Mstep: Class 28 contains 12325 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6222 members 
Mstep: Class 31 contains 11677 members 
Mstep: Class 32 contains 11680 members 
Mstep: Class 33 contains 5136 members 
Mstep: Class 34 contains 53440 members 
Mstep: Class 35 contains 11541 members 
Mstep: Class 36 contains 4477 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52704 members 
Mstep: Class 40 contains 1998 members 
Mstep: Class 41 contains 16560 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 705 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7525 members 
Mstep: Class 47 contains 16885 members 
Mstep: Class 48 contains 5436 members 
Mstep: Class 49 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055608.000000 Penalty: 163572.531250
Iteration 256Q: 50 clusters Score -1.150556e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 35147 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60028 members 
Mstep: Class 5 contains 33842 members 
Mstep: Class 6 contains 5747 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1905 members 
Mstep: Class 9 contains 30978 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 12 contains 32530 members 
Mstep: Class 13 contains 3610 members 
Mstep: Class 14 contains 10366 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63406 members 
Mstep: Class 18 contains 4751 members 
Mstep: Class 19 contains 13748 members 
Mstep: Class 20 contains 75367 members 
Mstep: Class 21 contains 17354 members 
Mstep: Class 22 contains 20388 members 
Mstep: Class 23 contains 5541 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3588 members 
Mstep: Class 26 contains 6384 members 
Mstep: Class 27 contains 7232 members 
Mstep: Class 28 contains 12334 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 11678 members 
Mstep: Class 32 contains 11696 members 
Mstep: Class 33 contains 5142 members 
Mstep: Class 34 contains 53417 members 
Mstep: Class 35 contains 11548 members 
Mstep: Class 36 contains 4486 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52701 members 
Mstep: Class 40 contains 1997 members 
Mstep: Class 41 contains 16592 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 706 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7519 members 
Mstep: Class 47 contains 16882 members 
Mstep: Class 48 contains 5454 members 
Mstep: Class 49 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055576.000000 Penalty: 163572.531250
Iteration 257Q: 50 clusters Score -1.150556e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 35121 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60033 members 
Mstep: Class 5 contains 33819 members 
Mstep: Class 6 contains 5750 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1905 members 
Mstep: Class 9 contains 30982 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 32564 members 
Mstep: Class 13 contains 3610 members 
Mstep: Class 14 contains 10364 members 
Mstep: Class 15 contains 2796 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63395 members 
Mstep: Class 18 contains 4754 members 
Mstep: Class 19 contains 13747 members 
Mstep: Class 20 contains 75369 members 
Mstep: Class 21 contains 17366 members 
Mstep: Class 22 contains 20386 members 
Mstep: Class 23 contains 5548 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 3588 members 
Mstep: Class 26 contains 6386 members 
Mstep: Class 27 contains 7236 members 
Mstep: Class 28 contains 12332 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6222 members 
Mstep: Class 31 contains 11678 members 
Mstep: Class 32 contains 11709 members 
Mstep: Class 33 contains 5153 members 
Mstep: Class 34 contains 53398 members 
Mstep: Class 35 contains 11558 members 
Mstep: Class 36 contains 4485 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52695 members 
Mstep: Class 40 contains 1998 members 
Mstep: Class 41 contains 16623 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 706 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7517 members 
Mstep: Class 47 contains 16887 members 
Mstep: Class 48 contains 5471 members 
Mstep: Class 49 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055752.000000 Penalty: 163572.531250
Iteration 258Q: 50 clusters Score -1.150558e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 35096 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60039 members 
Mstep: Class 5 contains 33799 members 
Mstep: Class 6 contains 5752 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1904 members 
Mstep: Class 9 contains 30987 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 6921 members 
Mstep: Class 12 contains 32609 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63383 members 
Mstep: Class 18 contains 4763 members 
Mstep: Class 19 contains 13746 members 
Mstep: Class 20 contains 75366 members 
Mstep: Class 21 contains 17374 members 
Mstep: Class 22 contains 20382 members 
Mstep: Class 23 contains 5561 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 3581 members 
Mstep: Class 26 contains 6388 members 
Mstep: Class 27 contains 7237 members 
Mstep: Class 28 contains 12332 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6223 members 
Mstep: Class 31 contains 11679 members 
Mstep: Class 32 contains 11716 members 
Mstep: Class 33 contains 5161 members 
Mstep: Class 34 contains 53383 members 
Mstep: Class 35 contains 11569 members 
Mstep: Class 36 contains 4483 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52697 members 
Mstep: Class 40 contains 1999 members 
Mstep: Class 41 contains 16650 members 
Mstep: Class 42 contains 1370 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7514 members 
Mstep: Class 47 contains 16888 members 
Mstep: Class 48 contains 5492 members 
Mstep: Class 49 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055888.000000 Penalty: 163572.531250
Iteration 259Q: 50 clusters Score -1.150559e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 35077 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60055 members 
Mstep: Class 5 contains 33781 members 
Mstep: Class 6 contains 5756 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 1904 members 
Mstep: Class 9 contains 30993 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 32626 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 10362 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63367 members 
Mstep: Class 18 contains 4768 members 
Mstep: Class 19 contains 13743 members 
Mstep: Class 20 contains 75364 members 
Mstep: Class 21 contains 17382 members 
Mstep: Class 22 contains 20378 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3575 members 
Mstep: Class 26 contains 6391 members 
Mstep: Class 27 contains 7238 members 
Mstep: Class 28 contains 12338 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6222 members 
Mstep: Class 31 contains 11681 members 
Mstep: Class 32 contains 11739 members 
Mstep: Class 33 contains 5170 members 
Mstep: Class 34 contains 53374 members 
Mstep: Class 35 contains 11577 members 
Mstep: Class 36 contains 4479 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52695 members 
Mstep: Class 40 contains 1997 members 
Mstep: Class 41 contains 16671 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7511 members 
Mstep: Class 47 contains 16888 members 
Mstep: Class 48 contains 5517 members 
Mstep: Class 49 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055944.000000 Penalty: 163572.531250
Iteration 260F: 50 clusters Score -1.150559e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 35066 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60066 members 
Mstep: Class 5 contains 33769 members 
Mstep: Class 6 contains 5762 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 1904 members 
Mstep: Class 9 contains 31004 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 6901 members 
Mstep: Class 12 contains 32653 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63338 members 
Mstep: Class 18 contains 4771 members 
Mstep: Class 19 contains 13743 members 
Mstep: Class 20 contains 75365 members 
Mstep: Class 21 contains 17389 members 
Mstep: Class 22 contains 20369 members 
Mstep: Class 23 contains 5577 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3572 members 
Mstep: Class 26 contains 6392 members 
Mstep: Class 27 contains 7239 members 
Mstep: Class 28 contains 12347 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6222 members 
Mstep: Class 31 contains 11684 members 
Mstep: Class 32 contains 11756 members 
Mstep: Class 33 contains 5179 members 
Mstep: Class 34 contains 53353 members 
Mstep: Class 35 contains 11587 members 
Mstep: Class 36 contains 4477 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52696 members 
Mstep: Class 40 contains 1997 members 
Mstep: Class 41 contains 16699 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7505 members 
Mstep: Class 47 contains 16887 members 
Mstep: Class 48 contains 5534 members 
Mstep: Class 49 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055880.000000 Penalty: 163572.531250
Iteration 261Q: 50 clusters Score -1.150559e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 35041 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60078 members 
Mstep: Class 5 contains 33754 members 
Mstep: Class 6 contains 5766 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 1905 members 
Mstep: Class 9 contains 31008 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 6893 members 
Mstep: Class 12 contains 32680 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 10360 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63297 members 
Mstep: Class 18 contains 4775 members 
Mstep: Class 19 contains 13740 members 
Mstep: Class 20 contains 75359 members 
Mstep: Class 21 contains 17395 members 
Mstep: Class 22 contains 20361 members 
Mstep: Class 23 contains 5582 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3569 members 
Mstep: Class 26 contains 6393 members 
Mstep: Class 27 contains 7242 members 
Mstep: Class 28 contains 12349 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6222 members 
Mstep: Class 31 contains 11690 members 
Mstep: Class 32 contains 11780 members 
Mstep: Class 33 contains 5191 members 
Mstep: Class 34 contains 53346 members 
Mstep: Class 35 contains 11596 members 
Mstep: Class 36 contains 4478 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52697 members 
Mstep: Class 40 contains 1997 members 
Mstep: Class 41 contains 16736 members 
Mstep: Class 42 contains 1372 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7500 members 
Mstep: Class 47 contains 16885 members 
Mstep: Class 48 contains 5551 members 
Mstep: Class 49 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055848.000000 Penalty: 163572.531250
Iteration 262Q: 50 clusters Score -1.150558e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 35019 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60081 members 
Mstep: Class 5 contains 33739 members 
Mstep: Class 6 contains 5770 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 1905 members 
Mstep: Class 9 contains 31014 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6882 members 
Mstep: Class 12 contains 32700 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 10360 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63268 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 13738 members 
Mstep: Class 20 contains 75355 members 
Mstep: Class 21 contains 17402 members 
Mstep: Class 22 contains 20358 members 
Mstep: Class 23 contains 5583 members 
Mstep: Class 24 contains 4531 members 
Mstep: Class 25 contains 3562 members 
Mstep: Class 26 contains 6397 members 
Mstep: Class 27 contains 7244 members 
Mstep: Class 28 contains 12353 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6222 members 
Mstep: Class 31 contains 11692 members 
Mstep: Class 32 contains 11809 members 
Mstep: Class 33 contains 5194 members 
Mstep: Class 34 contains 53329 members 
Mstep: Class 35 contains 11598 members 
Mstep: Class 36 contains 4483 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52693 members 
Mstep: Class 40 contains 1997 members 
Mstep: Class 41 contains 16781 members 
Mstep: Class 42 contains 1372 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7498 members 
Mstep: Class 47 contains 16886 members 
Mstep: Class 48 contains 5567 members 
Mstep: Class 49 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055840.000000 Penalty: 163572.531250
Iteration 263Q: 50 clusters Score -1.150558e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 35011 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60092 members 
Mstep: Class 5 contains 33727 members 
Mstep: Class 6 contains 5779 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 1905 members 
Mstep: Class 9 contains 31028 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6875 members 
Mstep: Class 12 contains 32719 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 10359 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63224 members 
Mstep: Class 18 contains 4782 members 
Mstep: Class 19 contains 13738 members 
Mstep: Class 20 contains 75346 members 
Mstep: Class 21 contains 17406 members 
Mstep: Class 22 contains 20352 members 
Mstep: Class 23 contains 5585 members 
Mstep: Class 24 contains 4531 members 
Mstep: Class 25 contains 3561 members 
Mstep: Class 26 contains 6400 members 
Mstep: Class 27 contains 7244 members 
Mstep: Class 28 contains 12355 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6222 members 
Mstep: Class 31 contains 11694 members 
Mstep: Class 32 contains 11831 members 
Mstep: Class 33 contains 5201 members 
Mstep: Class 34 contains 53306 members 
Mstep: Class 35 contains 11600 members 
Mstep: Class 36 contains 4488 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52694 members 
Mstep: Class 40 contains 1997 members 
Mstep: Class 41 contains 16819 members 
Mstep: Class 42 contains 1372 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7493 members 
Mstep: Class 47 contains 16883 members 
Mstep: Class 48 contains 5580 members 
Mstep: Class 49 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055840.000000 Penalty: 163572.531250
Iteration 264Q: 50 clusters Score -1.150558e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 35008 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60114 members 
Mstep: Class 5 contains 33723 members 
Mstep: Class 6 contains 5784 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 1905 members 
Mstep: Class 9 contains 31036 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6865 members 
Mstep: Class 12 contains 32740 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 10359 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63174 members 
Mstep: Class 18 contains 4786 members 
Mstep: Class 19 contains 13738 members 
Mstep: Class 20 contains 75343 members 
Mstep: Class 21 contains 17410 members 
Mstep: Class 22 contains 20344 members 
Mstep: Class 23 contains 5587 members 
Mstep: Class 24 contains 4531 members 
Mstep: Class 25 contains 3558 members 
Mstep: Class 26 contains 6405 members 
Mstep: Class 27 contains 7243 members 
Mstep: Class 28 contains 12358 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6222 members 
Mstep: Class 31 contains 11697 members 
Mstep: Class 32 contains 11853 members 
Mstep: Class 33 contains 5202 members 
Mstep: Class 34 contains 53285 members 
Mstep: Class 35 contains 11603 members 
Mstep: Class 36 contains 4488 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52694 members 
Mstep: Class 40 contains 1997 members 
Mstep: Class 41 contains 16856 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7488 members 
Mstep: Class 47 contains 16886 members 
Mstep: Class 48 contains 5589 members 
Mstep: Class 49 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055824.000000 Penalty: 163572.531250
Iteration 265Q: 50 clusters Score -1.150558e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 34998 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60130 members 
Mstep: Class 5 contains 33712 members 
Mstep: Class 6 contains 5787 members 
Mstep: Class 7 contains 7646 members 
Mstep: Class 8 contains 1903 members 
Mstep: Class 9 contains 31042 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6853 members 
Mstep: Class 12 contains 32753 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63128 members 
Mstep: Class 18 contains 4788 members 
Mstep: Class 19 contains 13738 members 
Mstep: Class 20 contains 75335 members 
Mstep: Class 21 contains 17419 members 
Mstep: Class 22 contains 20345 members 
Mstep: Class 23 contains 5587 members 
Mstep: Class 24 contains 4531 members 
Mstep: Class 25 contains 3560 members 
Mstep: Class 26 contains 6410 members 
Mstep: Class 27 contains 7243 members 
Mstep: Class 28 contains 12359 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6222 members 
Mstep: Class 31 contains 11697 members 
Mstep: Class 32 contains 11871 members 
Mstep: Class 33 contains 5208 members 
Mstep: Class 34 contains 53271 members 
Mstep: Class 35 contains 11605 members 
Mstep: Class 36 contains 4489 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52696 members 
Mstep: Class 40 contains 1997 members 
Mstep: Class 41 contains 16894 members 
Mstep: Class 42 contains 1372 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7487 members 
Mstep: Class 47 contains 16885 members 
Mstep: Class 48 contains 5600 members 
Mstep: Class 49 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056048.000000 Penalty: 163572.531250
Iteration 266Q: 50 clusters Score -1.15056e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 34979 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60153 members 
Mstep: Class 5 contains 33702 members 
Mstep: Class 6 contains 5787 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 1902 members 
Mstep: Class 9 contains 31047 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6839 members 
Mstep: Class 12 contains 32768 members 
Mstep: Class 13 contains 3606 members 
Mstep: Class 14 contains 10360 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63084 members 
Mstep: Class 18 contains 4790 members 
Mstep: Class 19 contains 13738 members 
Mstep: Class 20 contains 75331 members 
Mstep: Class 21 contains 17423 members 
Mstep: Class 22 contains 20340 members 
Mstep: Class 23 contains 5591 members 
Mstep: Class 24 contains 4531 members 
Mstep: Class 25 contains 3558 members 
Mstep: Class 26 contains 6416 members 
Mstep: Class 27 contains 7243 members 
Mstep: Class 28 contains 12358 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 11697 members 
Mstep: Class 32 contains 11890 members 
Mstep: Class 33 contains 5208 members 
Mstep: Class 34 contains 53268 members 
Mstep: Class 35 contains 11603 members 
Mstep: Class 36 contains 4493 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52698 members 
Mstep: Class 40 contains 1997 members 
Mstep: Class 41 contains 16927 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7485 members 
Mstep: Class 47 contains 16884 members 
Mstep: Class 48 contains 5613 members 
Mstep: Class 49 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056048.000000 Penalty: 163572.531250
Iteration 267Q: 50 clusters Score -1.15056e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 34964 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60173 members 
Mstep: Class 5 contains 33697 members 
Mstep: Class 6 contains 5787 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1900 members 
Mstep: Class 9 contains 31058 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6829 members 
Mstep: Class 12 contains 32782 members 
Mstep: Class 13 contains 3606 members 
Mstep: Class 14 contains 10358 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63039 members 
Mstep: Class 18 contains 4795 members 
Mstep: Class 19 contains 13736 members 
Mstep: Class 20 contains 75327 members 
Mstep: Class 21 contains 17431 members 
Mstep: Class 22 contains 20336 members 
Mstep: Class 23 contains 5592 members 
Mstep: Class 24 contains 4531 members 
Mstep: Class 25 contains 3558 members 
Mstep: Class 26 contains 6420 members 
Mstep: Class 27 contains 7243 members 
Mstep: Class 28 contains 12356 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 11696 members 
Mstep: Class 32 contains 11906 members 
Mstep: Class 33 contains 5211 members 
Mstep: Class 34 contains 53256 members 
Mstep: Class 35 contains 11603 members 
Mstep: Class 36 contains 4491 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52699 members 
Mstep: Class 40 contains 1997 members 
Mstep: Class 41 contains 16960 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7484 members 
Mstep: Class 47 contains 16884 members 
Mstep: Class 48 contains 5623 members 
Mstep: Class 49 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056048.000000 Penalty: 163572.531250
Iteration 268Q: 50 clusters Score -1.15056e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 34964 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60186 members 
Mstep: Class 5 contains 33693 members 
Mstep: Class 6 contains 5787 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 1899 members 
Mstep: Class 9 contains 31063 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6816 members 
Mstep: Class 12 contains 32794 members 
Mstep: Class 13 contains 3606 members 
Mstep: Class 14 contains 10357 members 
Mstep: Class 15 contains 2798 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 63001 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 13736 members 
Mstep: Class 20 contains 75323 members 
Mstep: Class 21 contains 17437 members 
Mstep: Class 22 contains 20335 members 
Mstep: Class 23 contains 5593 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3557 members 
Mstep: Class 26 contains 6422 members 
Mstep: Class 27 contains 7243 members 
Mstep: Class 28 contains 12355 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6219 members 
Mstep: Class 31 contains 11695 members 
Mstep: Class 32 contains 11926 members 
Mstep: Class 33 contains 5211 members 
Mstep: Class 34 contains 53241 members 
Mstep: Class 35 contains 11604 members 
Mstep: Class 36 contains 4492 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52696 members 
Mstep: Class 40 contains 1997 members 
Mstep: Class 41 contains 16994 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7483 members 
Mstep: Class 47 contains 16883 members 
Mstep: Class 48 contains 5630 members 
Mstep: Class 49 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056120.000000 Penalty: 163572.531250
Iteration 269Q: 50 clusters Score -1.150561e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 34966 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60192 members 
Mstep: Class 5 contains 33691 members 
Mstep: Class 6 contains 5787 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1899 members 
Mstep: Class 9 contains 31067 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6804 members 
Mstep: Class 12 contains 32810 members 
Mstep: Class 13 contains 3606 members 
Mstep: Class 14 contains 10357 members 
Mstep: Class 15 contains 2798 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62976 members 
Mstep: Class 18 contains 4799 members 
Mstep: Class 19 contains 13736 members 
Mstep: Class 20 contains 75321 members 
Mstep: Class 21 contains 17442 members 
Mstep: Class 22 contains 20343 members 
Mstep: Class 23 contains 5593 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3555 members 
Mstep: Class 26 contains 6422 members 
Mstep: Class 27 contains 7244 members 
Mstep: Class 28 contains 12355 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6219 members 
Mstep: Class 31 contains 11693 members 
Mstep: Class 32 contains 11936 members 
Mstep: Class 33 contains 5212 members 
Mstep: Class 34 contains 53233 members 
Mstep: Class 35 contains 11602 members 
Mstep: Class 36 contains 4493 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52685 members 
Mstep: Class 40 contains 1997 members 
Mstep: Class 41 contains 17025 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7481 members 
Mstep: Class 47 contains 16880 members 
Mstep: Class 48 contains 5637 members 
Mstep: Class 49 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056112.000000 Penalty: 163572.531250
Iteration 270Q: 50 clusters Score -1.150561e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 34958 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60203 members 
Mstep: Class 5 contains 33689 members 
Mstep: Class 6 contains 5786 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1898 members 
Mstep: Class 9 contains 31069 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6791 members 
Mstep: Class 12 contains 32822 members 
Mstep: Class 13 contains 3606 members 
Mstep: Class 14 contains 10357 members 
Mstep: Class 15 contains 2798 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62943 members 
Mstep: Class 18 contains 4804 members 
Mstep: Class 19 contains 13736 members 
Mstep: Class 20 contains 75323 members 
Mstep: Class 21 contains 17451 members 
Mstep: Class 22 contains 20346 members 
Mstep: Class 23 contains 5592 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3554 members 
Mstep: Class 26 contains 6425 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12356 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6219 members 
Mstep: Class 31 contains 11694 members 
Mstep: Class 32 contains 11933 members 
Mstep: Class 33 contains 5216 members 
Mstep: Class 34 contains 53225 members 
Mstep: Class 35 contains 11603 members 
Mstep: Class 36 contains 4495 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52675 members 
Mstep: Class 40 contains 1997 members 
Mstep: Class 41 contains 17055 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7480 members 
Mstep: Class 47 contains 16877 members 
Mstep: Class 48 contains 5652 members 
Mstep: Class 49 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056120.000000 Penalty: 163572.531250
Iteration 271Q: 50 clusters Score -1.150561e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 34943 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60212 members 
Mstep: Class 5 contains 33690 members 
Mstep: Class 6 contains 5789 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1897 members 
Mstep: Class 9 contains 31073 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6776 members 
Mstep: Class 12 contains 32831 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 10357 members 
Mstep: Class 15 contains 2799 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62909 members 
Mstep: Class 18 contains 4808 members 
Mstep: Class 19 contains 13736 members 
Mstep: Class 20 contains 75322 members 
Mstep: Class 21 contains 17460 members 
Mstep: Class 22 contains 20344 members 
Mstep: Class 23 contains 5594 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3554 members 
Mstep: Class 26 contains 6428 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12358 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6219 members 
Mstep: Class 31 contains 11691 members 
Mstep: Class 32 contains 11938 members 
Mstep: Class 33 contains 5218 members 
Mstep: Class 34 contains 53212 members 
Mstep: Class 35 contains 11607 members 
Mstep: Class 36 contains 4493 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52672 members 
Mstep: Class 40 contains 1997 members 
Mstep: Class 41 contains 17084 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 16876 members 
Mstep: Class 48 contains 5670 members 
Mstep: Class 49 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056136.000000 Penalty: 163572.531250
Iteration 272Q: 50 clusters Score -1.150561e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 34928 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60213 members 
Mstep: Class 5 contains 33688 members 
Mstep: Class 6 contains 5792 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1896 members 
Mstep: Class 9 contains 31079 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6765 members 
Mstep: Class 12 contains 32853 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 10357 members 
Mstep: Class 15 contains 2799 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62883 members 
Mstep: Class 18 contains 4811 members 
Mstep: Class 19 contains 13736 members 
Mstep: Class 20 contains 75319 members 
Mstep: Class 21 contains 17465 members 
Mstep: Class 22 contains 20341 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3554 members 
Mstep: Class 26 contains 6428 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12357 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11692 members 
Mstep: Class 32 contains 11950 members 
Mstep: Class 33 contains 5221 members 
Mstep: Class 34 contains 53196 members 
Mstep: Class 35 contains 11606 members 
Mstep: Class 36 contains 4490 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52669 members 
Mstep: Class 40 contains 1997 members 
Mstep: Class 41 contains 17112 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7478 members 
Mstep: Class 47 contains 16876 members 
Mstep: Class 48 contains 5681 members 
Mstep: Class 49 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056064.000000 Penalty: 163572.531250
Iteration 273Q: 50 clusters Score -1.150561e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60212 members 
Mstep: Class 5 contains 33690 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 31088 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6751 members 
Mstep: Class 12 contains 32860 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 10356 members 
Mstep: Class 15 contains 2799 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62853 members 
Mstep: Class 18 contains 4816 members 
Mstep: Class 19 contains 13735 members 
Mstep: Class 20 contains 75317 members 
Mstep: Class 21 contains 17470 members 
Mstep: Class 22 contains 20339 members 
Mstep: Class 23 contains 5595 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3555 members 
Mstep: Class 26 contains 6428 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12356 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11692 members 
Mstep: Class 32 contains 11960 members 
Mstep: Class 33 contains 5222 members 
Mstep: Class 34 contains 53180 members 
Mstep: Class 35 contains 11605 members 
Mstep: Class 36 contains 4495 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52666 members 
Mstep: Class 40 contains 1997 members 
Mstep: Class 41 contains 17147 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7478 members 
Mstep: Class 47 contains 16874 members 
Mstep: Class 48 contains 5692 members 
Mstep: Class 49 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055872.000000 Penalty: 163572.531250
Iteration 274Q: 50 clusters Score -1.150559e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 34896 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60218 members 
Mstep: Class 5 contains 33691 members 
Mstep: Class 6 contains 5803 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 31094 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6738 members 
Mstep: Class 12 contains 32869 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 10353 members 
Mstep: Class 15 contains 2799 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62821 members 
Mstep: Class 18 contains 4819 members 
Mstep: Class 19 contains 13735 members 
Mstep: Class 20 contains 75319 members 
Mstep: Class 21 contains 17475 members 
Mstep: Class 22 contains 20333 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3556 members 
Mstep: Class 26 contains 6427 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12354 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11691 members 
Mstep: Class 32 contains 11990 members 
Mstep: Class 33 contains 5227 members 
Mstep: Class 34 contains 53169 members 
Mstep: Class 35 contains 11603 members 
Mstep: Class 36 contains 4495 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52663 members 
Mstep: Class 40 contains 2000 members 
Mstep: Class 41 contains 17180 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7478 members 
Mstep: Class 47 contains 16872 members 
Mstep: Class 48 contains 5701 members 
Mstep: Class 49 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055976.000000 Penalty: 163572.531250
Iteration 275Q: 50 clusters Score -1.15056e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 34881 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60237 members 
Mstep: Class 5 contains 33688 members 
Mstep: Class 6 contains 5805 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 31101 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6732 members 
Mstep: Class 12 contains 32870 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 10350 members 
Mstep: Class 15 contains 2799 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62796 members 
Mstep: Class 18 contains 4819 members 
Mstep: Class 19 contains 13735 members 
Mstep: Class 20 contains 75318 members 
Mstep: Class 21 contains 17481 members 
Mstep: Class 22 contains 20333 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3556 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12353 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11688 members 
Mstep: Class 32 contains 12005 members 
Mstep: Class 33 contains 5233 members 
Mstep: Class 34 contains 53159 members 
Mstep: Class 35 contains 11604 members 
Mstep: Class 36 contains 4495 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52661 members 
Mstep: Class 40 contains 2003 members 
Mstep: Class 41 contains 17199 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7478 members 
Mstep: Class 47 contains 16871 members 
Mstep: Class 48 contains 5716 members 
Mstep: Class 49 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056080.000000 Penalty: 163572.531250
Iteration 276Q: 50 clusters Score -1.150561e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 34866 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60247 members 
Mstep: Class 5 contains 33687 members 
Mstep: Class 6 contains 5808 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 31106 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6727 members 
Mstep: Class 12 contains 32876 members 
Mstep: Class 13 contains 3606 members 
Mstep: Class 14 contains 10351 members 
Mstep: Class 15 contains 2799 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62777 members 
Mstep: Class 18 contains 4820 members 
Mstep: Class 19 contains 13736 members 
Mstep: Class 20 contains 75317 members 
Mstep: Class 21 contains 17484 members 
Mstep: Class 22 contains 20328 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3556 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12355 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11686 members 
Mstep: Class 32 contains 12014 members 
Mstep: Class 33 contains 5234 members 
Mstep: Class 34 contains 53151 members 
Mstep: Class 35 contains 11603 members 
Mstep: Class 36 contains 4496 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52657 members 
Mstep: Class 40 contains 2004 members 
Mstep: Class 41 contains 17215 members 
Mstep: Class 42 contains 1369 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 16875 members 
Mstep: Class 48 contains 5729 members 
Mstep: Class 49 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056112.000000 Penalty: 163572.531250
Iteration 277Q: 50 clusters Score -1.150561e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 34854 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60268 members 
Mstep: Class 5 contains 33687 members 
Mstep: Class 6 contains 5815 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 31110 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6724 members 
Mstep: Class 12 contains 32876 members 
Mstep: Class 13 contains 3606 members 
Mstep: Class 14 contains 10351 members 
Mstep: Class 15 contains 2800 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62739 members 
Mstep: Class 18 contains 4820 members 
Mstep: Class 19 contains 13737 members 
Mstep: Class 20 contains 75318 members 
Mstep: Class 21 contains 17484 members 
Mstep: Class 22 contains 20327 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3555 members 
Mstep: Class 26 contains 6428 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12354 members 
Mstep: Class 29 contains 2910 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11686 members 
Mstep: Class 32 contains 12019 members 
Mstep: Class 33 contains 5235 members 
Mstep: Class 34 contains 53145 members 
Mstep: Class 35 contains 11602 members 
Mstep: Class 36 contains 4495 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52659 members 
Mstep: Class 40 contains 2004 members 
Mstep: Class 41 contains 17229 members 
Mstep: Class 42 contains 1369 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7480 members 
Mstep: Class 47 contains 16877 members 
Mstep: Class 48 contains 5739 members 
Mstep: Class 49 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056112.000000 Penalty: 163572.531250
Iteration 278Q: 50 clusters Score -1.150561e+08 nChanged 118
Entering ConstructFrom: 
Score: -115056112.000000 Penalty: 163572.531250
Entering ConstructFrom: 
Trying to split cluster 1 (15513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Entering Unmasked Estep 
Score: -2500767.250000 Penalty: 2393.059570
	Iteration 0F: 2 clusters Score -2500767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2489566.000000 Penalty: 4786.119141
	Iteration 0F: 3 clusters Score -2489566 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2493267.000000 Penalty: 4786.119141
	Iteration 1F: 3 clusters Score -2493267 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2493699.000000 Penalty: 4786.119141
	Iteration 2F: 3 clusters Score -2493699 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2494050.250000 Penalty: 4786.119141
	Iteration 3Q: 3 clusters Score -2494050 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2494376.250000 Penalty: 4786.119141
	Iteration 4Q: 3 clusters Score -2494376 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2494714.750000 Penalty: 4786.119141
	Iteration 5Q: 3 clusters Score -2494715 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2495097.000000 Penalty: 4786.119141
	Iteration 6Q: 3 clusters Score -2495097 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2495465.000000 Penalty: 4786.119141
	Iteration 7Q: 3 clusters Score -2495465 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2495833.000000 Penalty: 4786.119141
	Iteration 8Q: 3 clusters Score -2495833 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2496215.750000 Penalty: 4786.119141
	Iteration 9Q: 3 clusters Score -2496216 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2496659.000000 Penalty: 4786.119141
	Iteration 10Q: 3 clusters Score -2496659 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2497068.000000 Penalty: 4786.119141
	Iteration 11Q: 3 clusters Score -2497068 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2497384.750000 Penalty: 4786.119141
	Iteration 12Q: 3 clusters Score -2497385 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2497628.250000 Penalty: 4786.119141
	Iteration 13Q: 3 clusters Score -2497628 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2497768.500000 Penalty: 4786.119141
	Iteration 14Q: 3 clusters Score -2497768 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2497883.000000 Penalty: 4786.119141
	Iteration 15Q: 3 clusters Score -2497883 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2497951.750000 Penalty: 4786.119141
	Iteration 16Q: 3 clusters Score -2497952 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2498032.500000 Penalty: 4786.119141
	Iteration 17Q: 3 clusters Score -2498032 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2498094.750000 Penalty: 4786.119141
	Iteration 18Q: 3 clusters Score -2498095 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2498166.000000 Penalty: 4786.119141
	Iteration 19Q: 3 clusters Score -2498166 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2498215.750000 Penalty: 4786.119141
	Iteration 20F: 3 clusters Score -2498216 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2498259.750000 Penalty: 4786.119141
	Iteration 21Q: 3 clusters Score -2498260 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2498293.000000 Penalty: 4786.119141
	Iteration 22Q: 3 clusters Score -2498293 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2498328.750000 Penalty: 4786.119141
	Iteration 23Q: 3 clusters Score -2498329 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2498353.750000 Penalty: 4786.119141
	Iteration 24Q: 3 clusters Score -2498354 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2498396.500000 Penalty: 4786.119141
	Iteration 25Q: 3 clusters Score -2498396 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2498421.250000 Penalty: 4786.119141
	Iteration 26Q: 3 clusters Score -2498421 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2498452.000000 Penalty: 4786.119141
	Iteration 27Q: 3 clusters Score -2498452 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2498488.250000 Penalty: 4786.119141
	Iteration 28Q: 3 clusters Score -2498488 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2498511.250000 Penalty: 4786.119141
	Iteration 29Q: 3 clusters Score -2498511 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2498530.250000 Penalty: 4786.119141
	Iteration 30Q: 3 clusters Score -2498530 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2498560.500000 Penalty: 4786.119141
	Iteration 31Q: 3 clusters Score -2498560 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2498585.250000 Penalty: 4786.119141
	Iteration 32Q: 3 clusters Score -2498585 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2498597.250000 Penalty: 4786.119141
	Iteration 33Q: 3 clusters Score -2498597 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2498613.250000 Penalty: 4786.119141
	Iteration 34Q: 3 clusters Score -2498613 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2498622.500000 Penalty: 4786.119141
	Iteration 35Q: 3 clusters Score -2498622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2498639.000000 Penalty: 4786.119141
	Iteration 36Q: 3 clusters Score -2498639 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2498647.750000 Penalty: 4786.119141
	Iteration 37Q: 3 clusters Score -2498648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2498652.000000 Penalty: 4786.119141
	Iteration 38Q: 3 clusters Score -2498652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2498660.250000 Penalty: 4786.119141
	Iteration 39Q: 3 clusters Score -2498660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2498663.750000 Penalty: 4786.119141
	Iteration 40F: 3 clusters Score -2498664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2498667.000000 Penalty: 4786.119141
	Iteration 41Q: 3 clusters Score -2498667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2498667.000000 Penalty: 4786.119141
	Iteration 42Q: 3 clusters Score -2498667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2498674.000000 Penalty: 4786.119141
	Iteration 43Q: 3 clusters Score -2498674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2498680.000000 Penalty: 4786.119141
	Iteration 44Q: 3 clusters Score -2498680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2498682.250000 Penalty: 4786.119141
	Iteration 45Q: 3 clusters Score -2498682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2498687.000000 Penalty: 4786.119141
	Iteration 46Q: 3 clusters Score -2498687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2498689.500000 Penalty: 4786.119141
	Iteration 47Q: 3 clusters Score -2498690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2498693.500000 Penalty: 4786.119141
	Iteration 48Q: 3 clusters Score -2498694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2498692.750000 Penalty: 4786.119141
	Iteration 49Q: 3 clusters Score -2498693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2498700.500000 Penalty: 4786.119141
	Iteration 50Q: 3 clusters Score -2498700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2498703.250000 Penalty: 4786.119141
	Iteration 51Q: 3 clusters Score -2498703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2498705.750000 Penalty: 4786.119141
	Iteration 52Q: 3 clusters Score -2498706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2498701.250000 Penalty: 4786.119141
	Iteration 53Q: 3 clusters Score -2498701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2498703.250000 Penalty: 4786.119141
	Iteration 54Q: 3 clusters Score -2498703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2498705.500000 Penalty: 4786.119141
	Iteration 55Q: 3 clusters Score -2498706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2498707.250000 Penalty: 4786.119141
	Iteration 56Q: 3 clusters Score -2498707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2498706.000000 Penalty: 4786.119141
	Iteration 57Q: 3 clusters Score -2498706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2498711.250000 Penalty: 4786.119141
	Iteration 58Q: 3 clusters Score -2498711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2498705.000000 Penalty: 4786.119141
	Iteration 59Q: 3 clusters Score -2498705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2498711.250000 Penalty: 4786.119141
	Iteration 60F: 3 clusters Score -2498711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2498720.500000 Penalty: 4786.119141
	Iteration 61Q: 3 clusters Score -2498720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2498724.000000 Penalty: 4786.119141
	Iteration 62Q: 3 clusters Score -2498724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2498721.750000 Penalty: 4786.119141
	Iteration 63Q: 3 clusters Score -2498722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2498723.000000 Penalty: 4786.119141
	Iteration 64Q: 3 clusters Score -2498723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2498724.250000 Penalty: 4786.119141
	Iteration 65Q: 3 clusters Score -2498724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2498729.750000 Penalty: 4786.119141
	Iteration 66Q: 3 clusters Score -2498730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2498729.500000 Penalty: 4786.119141
	Iteration 67Q: 3 clusters Score -2498730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2498734.250000 Penalty: 4786.119141
	Iteration 68Q: 3 clusters Score -2498734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2498728.250000 Penalty: 4786.119141
	Iteration 69Q: 3 clusters Score -2498728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2498741.000000 Penalty: 4786.119141
	Iteration 70Q: 3 clusters Score -2498741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2498737.000000 Penalty: 4786.119141
	Iteration 71Q: 3 clusters Score -2498737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2498738.500000 Penalty: 4786.119141
	Iteration 72Q: 3 clusters Score -2498738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2498743.250000 Penalty: 4786.119141
	Iteration 73Q: 3 clusters Score -2498743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2498749.750000 Penalty: 4786.119141
	Iteration 74Q: 3 clusters Score -2498750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2498753.500000 Penalty: 4786.119141
	Iteration 75Q: 3 clusters Score -2498754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2498753.500000 Penalty: 4786.119141
	Iteration 76Q: 3 clusters Score -2498754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2498755.750000 Penalty: 4786.119141
	Iteration 77Q: 3 clusters Score -2498756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2498758.750000 Penalty: 4786.119141
	Iteration 78Q: 3 clusters Score -2498759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2498769.000000 Penalty: 4786.119141
	Iteration 79Q: 3 clusters Score -2498769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2498768.750000 Penalty: 4786.119141
	Iteration 80F: 3 clusters Score -2498769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2498768.750000 Penalty: 4786.119141
	Iteration 81Q: 3 clusters Score -2498769 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2498779.750000 Penalty: 4786.119141
	Iteration 82Q: 3 clusters Score -2498780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2498774.000000 Penalty: 4786.119141
	Iteration 83Q: 3 clusters Score -2498774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2498790.500000 Penalty: 4786.119141
	Iteration 84Q: 3 clusters Score -2498790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2498806.500000 Penalty: 4786.119141
	Iteration 85Q: 3 clusters Score -2498806 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2498815.250000 Penalty: 4786.119141
	Iteration 86Q: 3 clusters Score -2498815 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2498826.250000 Penalty: 4786.119141
	Iteration 87Q: 3 clusters Score -2498826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2498835.750000 Penalty: 4786.119141
	Iteration 88Q: 3 clusters Score -2498836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2498841.250000 Penalty: 4786.119141
	Iteration 89Q: 3 clusters Score -2498841 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2498846.500000 Penalty: 4786.119141
	Iteration 90Q: 3 clusters Score -2498846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2498858.750000 Penalty: 4786.119141
	Iteration 91Q: 3 clusters Score -2498859 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2498867.750000 Penalty: 4786.119141
	Iteration 92Q: 3 clusters Score -2498868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2498869.000000 Penalty: 4786.119141
	Iteration 93Q: 3 clusters Score -2498869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2498877.000000 Penalty: 4786.119141
	Iteration 94Q: 3 clusters Score -2498877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2498881.000000 Penalty: 4786.119141
	Iteration 95Q: 3 clusters Score -2498881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2498879.750000 Penalty: 4786.119141
	Iteration 96Q: 3 clusters Score -2498880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2498885.000000 Penalty: 4786.119141
	Iteration 97Q: 3 clusters Score -2498885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2498885.250000 Penalty: 4786.119141
	Iteration 98Q: 3 clusters Score -2498885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2498885.500000 Penalty: 4786.119141
	Iteration 99Q: 3 clusters Score -2498886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2498894.000000 Penalty: 4786.119141
	Iteration 100F: 3 clusters Score -2498894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2498896.000000 Penalty: 4786.119141
	Iteration 101Q: 3 clusters Score -2498896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2498901.750000 Penalty: 4786.119141
	Iteration 102Q: 3 clusters Score -2498902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2498899.250000 Penalty: 4786.119141
	Iteration 103Q: 3 clusters Score -2498899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2498906.000000 Penalty: 4786.119141
	Iteration 104Q: 3 clusters Score -2498906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2498914.000000 Penalty: 4786.119141
	Iteration 105Q: 3 clusters Score -2498914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2498913.500000 Penalty: 4786.119141
	Iteration 106Q: 3 clusters Score -2498914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2498922.750000 Penalty: 4786.119141
	Iteration 107Q: 3 clusters Score -2498923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2498933.000000 Penalty: 4786.119141
	Iteration 108Q: 3 clusters Score -2498933 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2498951.750000 Penalty: 4786.119141
	Iteration 109Q: 3 clusters Score -2498952 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2498956.000000 Penalty: 4786.119141
	Iteration 110Q: 3 clusters Score -2498956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2498965.250000 Penalty: 4786.119141
	Iteration 111Q: 3 clusters Score -2498965 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2498975.500000 Penalty: 4786.119141
	Iteration 112Q: 3 clusters Score -2498976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2498977.500000 Penalty: 4786.119141
	Iteration 113Q: 3 clusters Score -2498978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2498977.500000 Penalty: 4786.119141
	Iteration 114Q: 3 clusters Score -2498978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2498977.500000 Penalty: 4786.119141
	Iteration 115Q: 3 clusters Score -2498978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2498977.500000 Penalty: 4786.119141
	Iteration 116Q: 3 clusters Score -2498978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2498982.750000 Penalty: 4786.119141
	Iteration 117Q: 3 clusters Score -2498983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2498990.000000 Penalty: 4786.119141
	Iteration 118Q: 3 clusters Score -2498990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2498990.500000 Penalty: 4786.119141
	Iteration 119Q: 3 clusters Score -2498990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -2498997.250000 Penalty: 4786.119141
	Iteration 120F: 3 clusters Score -2498997 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2499007.500000 Penalty: 4786.119141
	Iteration 121Q: 3 clusters Score -2499008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2499015.250000 Penalty: 4786.119141
	Iteration 122Q: 3 clusters Score -2499015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2499017.750000 Penalty: 4786.119141
	Iteration 123Q: 3 clusters Score -2499018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2499016.250000 Penalty: 4786.119141
	Iteration 124Q: 3 clusters Score -2499016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2499023.250000 Penalty: 4786.119141
	Iteration 125Q: 3 clusters Score -2499023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2499018.500000 Penalty: 4786.119141
	Iteration 126Q: 3 clusters Score -2499018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2499029.000000 Penalty: 4786.119141
	Iteration 127Q: 3 clusters Score -2499029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2499027.250000 Penalty: 4786.119141
	Iteration 128Q: 3 clusters Score -2499027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2499026.750000 Penalty: 4786.119141
	Iteration 129Q: 3 clusters Score -2499027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2499027.250000 Penalty: 4786.119141
	Iteration 130Q: 3 clusters Score -2499027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2499028.250000 Penalty: 4786.119141
	Iteration 131Q: 3 clusters Score -2499028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2499028.000000 Penalty: 4786.119141
	Iteration 132Q: 3 clusters Score -2499028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2499025.250000 Penalty: 4786.119141
	Iteration 133Q: 3 clusters Score -2499025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2499026.750000 Penalty: 4786.119141
	Iteration 134Q: 3 clusters Score -2499027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2499026.750000 Penalty: 4786.119141
	Iteration 135F: 3 clusters Score -2499027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Entering Unmasked Estep 
Score: -5648362.500000 Penalty: 2593.805908
	Iteration 0F: 2 clusters Score -5648362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -5624521.000000 Penalty: 5187.611816
	Iteration 0F: 3 clusters Score -5624521 nChanged 15946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -5633499.000000 Penalty: 5187.611816
	Iteration 1F: 3 clusters Score -5633499 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -5634201.000000 Penalty: 5187.611816
	Iteration 2F: 3 clusters Score -5634201 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -5635015.500000 Penalty: 5187.611816
	Iteration 3Q: 3 clusters Score -5635016 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -5635875.500000 Penalty: 5187.611816
	Iteration 4Q: 3 clusters Score -5635876 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -5636923.000000 Penalty: 5187.611816
	Iteration 5F: 3 clusters Score -5636923 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -5638144.500000 Penalty: 5187.611816
	Iteration 6F: 3 clusters Score -5638144 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -5639583.000000 Penalty: 5187.611816
	Iteration 7F: 3 clusters Score -5639583 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -5641098.000000 Penalty: 5187.611816
	Iteration 8F: 3 clusters Score -5641098 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -5642557.000000 Penalty: 5187.611816
	Iteration 9F: 3 clusters Score -5642557 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -5643728.000000 Penalty: 5187.611816
	Iteration 10Q: 3 clusters Score -5643728 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -5644582.500000 Penalty: 5187.611816
	Iteration 11Q: 3 clusters Score -5644582 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -5645136.500000 Penalty: 5187.611816
	Iteration 12Q: 3 clusters Score -5645136 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -5645512.000000 Penalty: 5187.611816
	Iteration 13Q: 3 clusters Score -5645512 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -5645820.000000 Penalty: 5187.611816
	Iteration 14Q: 3 clusters Score -5645820 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -5646076.500000 Penalty: 5187.611816
	Iteration 15Q: 3 clusters Score -5646076 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -5646250.000000 Penalty: 5187.611816
	Iteration 16Q: 3 clusters Score -5646250 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -5646425.000000 Penalty: 5187.611816
	Iteration 17Q: 3 clusters Score -5646425 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -5646540.000000 Penalty: 5187.611816
	Iteration 18Q: 3 clusters Score -5646540 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -5646611.500000 Penalty: 5187.611816
	Iteration 19Q: 3 clusters Score -5646612 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -5646658.500000 Penalty: 5187.611816
	Iteration 20F: 3 clusters Score -5646658 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -5646702.500000 Penalty: 5187.611816
	Iteration 21Q: 3 clusters Score -5646702 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -5646731.000000 Penalty: 5187.611816
	Iteration 22Q: 3 clusters Score -5646731 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -5646758.500000 Penalty: 5187.611816
	Iteration 23Q: 3 clusters Score -5646758 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -5646802.000000 Penalty: 5187.611816
	Iteration 24Q: 3 clusters Score -5646802 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -5646829.500000 Penalty: 5187.611816
	Iteration 25Q: 3 clusters Score -5646830 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -5646857.500000 Penalty: 5187.611816
	Iteration 26Q: 3 clusters Score -5646858 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -5646882.500000 Penalty: 5187.611816
	Iteration 27Q: 3 clusters Score -5646882 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -5646893.500000 Penalty: 5187.611816
	Iteration 28Q: 3 clusters Score -5646894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -5646906.500000 Penalty: 5187.611816
	Iteration 29Q: 3 clusters Score -5646906 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -5646909.000000 Penalty: 5187.611816
	Iteration 30Q: 3 clusters Score -5646909 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -5646930.000000 Penalty: 5187.611816
	Iteration 31Q: 3 clusters Score -5646930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -5646939.500000 Penalty: 5187.611816
	Iteration 32Q: 3 clusters Score -5646940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -5646955.500000 Penalty: 5187.611816
	Iteration 33Q: 3 clusters Score -5646956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -5646965.500000 Penalty: 5187.611816
	Iteration 34Q: 3 clusters Score -5646966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -5646985.000000 Penalty: 5187.611816
	Iteration 35Q: 3 clusters Score -5646985 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -5646992.000000 Penalty: 5187.611816
	Iteration 36Q: 3 clusters Score -5646992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -5646994.500000 Penalty: 5187.611816
	Iteration 37Q: 3 clusters Score -5646994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -5646997.500000 Penalty: 5187.611816
	Iteration 38Q: 3 clusters Score -5646998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -5647014.500000 Penalty: 5187.611816
	Iteration 39Q: 3 clusters Score -5647014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -5647015.000000 Penalty: 5187.611816
	Iteration 40F: 3 clusters Score -5647015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -5647020.500000 Penalty: 5187.611816
	Iteration 41Q: 3 clusters Score -5647020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -5647038.500000 Penalty: 5187.611816
	Iteration 42Q: 3 clusters Score -5647038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -5647037.500000 Penalty: 5187.611816
	Iteration 43Q: 3 clusters Score -5647038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -5647040.500000 Penalty: 5187.611816
	Iteration 44Q: 3 clusters Score -5647040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -5647064.000000 Penalty: 5187.611816
	Iteration 45Q: 3 clusters Score -5647064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -5647071.000000 Penalty: 5187.611816
	Iteration 46Q: 3 clusters Score -5647071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -5647080.000000 Penalty: 5187.611816
	Iteration 47Q: 3 clusters Score -5647080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -5647095.000000 Penalty: 5187.611816
	Iteration 48Q: 3 clusters Score -5647095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -5647101.500000 Penalty: 5187.611816
	Iteration 49Q: 3 clusters Score -5647102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -5647112.000000 Penalty: 5187.611816
	Iteration 50Q: 3 clusters Score -5647112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -5647120.000000 Penalty: 5187.611816
	Iteration 51Q: 3 clusters Score -5647120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -5647133.500000 Penalty: 5187.611816
	Iteration 52Q: 3 clusters Score -5647134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -5647135.000000 Penalty: 5187.611816
	Iteration 53Q: 3 clusters Score -5647135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -5647142.000000 Penalty: 5187.611816
	Iteration 54Q: 3 clusters Score -5647142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -5647140.500000 Penalty: 5187.611816
	Iteration 55Q: 3 clusters Score -5647140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -5647149.500000 Penalty: 5187.611816
	Iteration 56Q: 3 clusters Score -5647150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -5647145.000000 Penalty: 5187.611816
	Iteration 57Q: 3 clusters Score -5647145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -5647152.000000 Penalty: 5187.611816
	Iteration 58Q: 3 clusters Score -5647152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -5647149.500000 Penalty: 5187.611816
	Iteration 59Q: 3 clusters Score -5647150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -5647144.000000 Penalty: 5187.611816
	Iteration 60F: 3 clusters Score -5647144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -5647147.500000 Penalty: 5187.611816
	Iteration 61Q: 3 clusters Score -5647148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -5647162.000000 Penalty: 5187.611816
	Iteration 62Q: 3 clusters Score -5647162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -5647163.500000 Penalty: 5187.611816
	Iteration 63Q: 3 clusters Score -5647164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -5647158.500000 Penalty: 5187.611816
	Iteration 64Q: 3 clusters Score -5647158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -5647165.500000 Penalty: 5187.611816
	Iteration 65Q: 3 clusters Score -5647166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -5647159.000000 Penalty: 5187.611816
	Iteration 66Q: 3 clusters Score -5647159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -5647158.500000 Penalty: 5187.611816
	Iteration 67Q: 3 clusters Score -5647158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -5647165.000000 Penalty: 5187.611816
	Iteration 68Q: 3 clusters Score -5647165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -5647163.000000 Penalty: 5187.611816
	Iteration 69Q: 3 clusters Score -5647163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -5647161.500000 Penalty: 5187.611816
	Iteration 70Q: 3 clusters Score -5647162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -5647158.000000 Penalty: 5187.611816
	Iteration 71Q: 3 clusters Score -5647158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -5647158.000000 Penalty: 5187.611816
	Iteration 72Q: 3 clusters Score -5647158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -5647163.000000 Penalty: 5187.611816
	Iteration 73Q: 3 clusters Score -5647163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -5647162.000000 Penalty: 5187.611816
	Iteration 74Q: 3 clusters Score -5647162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -5647161.500000 Penalty: 5187.611816
	Iteration 75Q: 3 clusters Score -5647162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -5647158.500000 Penalty: 5187.611816
	Iteration 76Q: 3 clusters Score -5647158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -5647163.000000 Penalty: 5187.611816
	Iteration 77Q: 3 clusters Score -5647163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -5647163.000000 Penalty: 5187.611816
	Iteration 78F: 3 clusters Score -5647163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -150560.421875 Penalty: 1700.663452
	Iteration 0F: 2 clusters Score -150560.4 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 458 members 
Entering Unmasked Estep 
Score: -148739.953125 Penalty: 3401.326904
	Iteration 0F: 3 clusters Score -148740 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -149102.750000 Penalty: 3401.326904
	Iteration 1F: 3 clusters Score -149102.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -149202.484375 Penalty: 3401.326904
	Iteration 2F: 3 clusters Score -149202.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -149253.078125 Penalty: 3401.326904
	Iteration 3Q: 3 clusters Score -149253.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -149315.000000 Penalty: 3401.326904
	Iteration 4Q: 3 clusters Score -149315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -149409.578125 Penalty: 3401.326904
	Iteration 5Q: 3 clusters Score -149409.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -149497.578125 Penalty: 3401.326904
	Iteration 6Q: 3 clusters Score -149497.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -149573.125000 Penalty: 3401.326904
	Iteration 7Q: 3 clusters Score -149573.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -149668.171875 Penalty: 3401.326904
	Iteration 8Q: 3 clusters Score -149668.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -149768.593750 Penalty: 3401.326904
	Iteration 9Q: 3 clusters Score -149768.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -149921.781250 Penalty: 3401.326904
	Iteration 10Q: 3 clusters Score -149921.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -150237.593750 Penalty: 3401.326904
	Iteration 11Q: 3 clusters Score -150237.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -150383.781250 Penalty: 3401.326904
	Iteration 12Q: 3 clusters Score -150383.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -150492.968750 Penalty: 3401.326904
	Iteration 13Q: 3 clusters Score -150493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -150536.406250 Penalty: 3401.326904
	Iteration 14Q: 3 clusters Score -150536.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -150584.406250 Penalty: 3401.326904
	Iteration 15Q: 3 clusters Score -150584.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -150639.359375 Penalty: 3401.326904
	Iteration 16Q: 3 clusters Score -150639.4 nChanged 12
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: -150671.046875 Penalty: 3401.326904
	Iteration 17Q: 3 clusters Score -150671 nChanged 12
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: -150710.812500 Penalty: 3401.326904
	Iteration 18Q: 3 clusters Score -150710.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -150734.000000 Penalty: 3401.326904
	Iteration 19Q: 3 clusters Score -150734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -150762.234375 Penalty: 3401.326904
	Iteration 20F: 3 clusters Score -150762.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -150805.875000 Penalty: 3401.326904
	Iteration 21Q: 3 clusters Score -150805.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -150850.921875 Penalty: 3401.326904
	Iteration 22Q: 3 clusters Score -150850.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -150873.421875 Penalty: 3401.326904
	Iteration 23Q: 3 clusters Score -150873.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -150884.468750 Penalty: 3401.326904
	Iteration 24Q: 3 clusters Score -150884.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -150895.875000 Penalty: 3401.326904
	Iteration 25Q: 3 clusters Score -150895.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -150904.375000 Penalty: 3401.326904
	Iteration 26Q: 3 clusters Score -150904.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -150912.843750 Penalty: 3401.326904
	Iteration 27Q: 3 clusters Score -150912.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -150915.781250 Penalty: 3401.326904
	Iteration 28Q: 3 clusters Score -150915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -150917.953125 Penalty: 3401.326904
	Iteration 29Q: 3 clusters Score -150918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -150917.953125 Penalty: 3401.326904
	Iteration 30F: 3 clusters Score -150918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 34853 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 60278 members 
Mstep: Class 5 contains 33681 members 
Mstep: Class 6 contains 5819 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 31115 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6722 members 
Mstep: Class 12 contains 32872 members 
Mstep: Class 13 contains 3606 members 
Mstep: Class 14 contains 10351 members 
Mstep: Class 15 contains 2803 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62706 members 
Mstep: Class 18 contains 4820 members 
Mstep: Class 19 contains 13737 members 
Mstep: Class 20 contains 75316 members 
Mstep: Class 21 contains 17485 members 
Mstep: Class 22 contains 20331 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3552 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12353 members 
Mstep: Class 29 contains 2910 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11683 members 
Mstep: Class 32 contains 12027 members 
Mstep: Class 33 contains 5237 members 
Mstep: Class 34 contains 53140 members 
Mstep: Class 35 contains 11602 members 
Mstep: Class 36 contains 4495 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52657 members 
Mstep: Class 40 contains 2003 members 
Mstep: Class 41 contains 17248 members 
Mstep: Class 42 contains 1369 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 16878 members 
Mstep: Class 48 contains 5752 members 
Mstep: Class 49 contains 1528 members 
Mstep: Class 50 contains 518 members 
Entering Unmasked Estep 
Score: -115054688.000000 Penalty: 166910.750000
Splitting cluster 3 changes total score from -115056112.000000 to -115054688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (60278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60278 members 
Entering Unmasked Estep 
Score: -10420265.000000 Penalty: 2729.667236
	Iteration 0F: 2 clusters Score -1.042026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -10383211.000000 Penalty: 5459.334473
	Iteration 0F: 3 clusters Score -1.038321e+07 nChanged 28118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -10398917.000000 Penalty: 5459.334473
	Iteration 1F: 3 clusters Score -1.039892e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -10399620.000000 Penalty: 5459.334473
	Iteration 2Q: 3 clusters Score -1.039962e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -10400484.000000 Penalty: 5459.334473
	Iteration 3Q: 3 clusters Score -1.040048e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -10401551.000000 Penalty: 5459.334473
	Iteration 4Q: 3 clusters Score -1.040155e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -10403129.000000 Penalty: 5459.334473
	Iteration 5F: 3 clusters Score -1.040313e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -10405564.000000 Penalty: 5459.334473
	Iteration 6F: 3 clusters Score -1.040556e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -10408972.000000 Penalty: 5459.334473
	Iteration 7F: 3 clusters Score -1.040897e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -10412661.000000 Penalty: 5459.334473
	Iteration 8F: 3 clusters Score -1.041266e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -10415380.000000 Penalty: 5459.334473
	Iteration 9F: 3 clusters Score -1.041538e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -10416789.000000 Penalty: 5459.334473
	Iteration 10Q: 3 clusters Score -1.041679e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 58318 members 
Entering Unmasked Estep 
Score: -10417500.000000 Penalty: 5459.334473
	Iteration 11Q: 3 clusters Score -1.04175e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -10417777.000000 Penalty: 5459.334473
	Iteration 12Q: 3 clusters Score -1.041778e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -10417912.000000 Penalty: 5459.334473
	Iteration 13Q: 3 clusters Score -1.041791e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -10418029.000000 Penalty: 5459.334473
	Iteration 14Q: 3 clusters Score -1.041803e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 59703 members 
Entering Unmasked Estep 
Score: -10418051.000000 Penalty: 5459.334473
	Iteration 15Q: 3 clusters Score -1.041805e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 59757 members 
Entering Unmasked Estep 
Score: -10418093.000000 Penalty: 5459.334473
	Iteration 16Q: 3 clusters Score -1.041809e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -10418103.000000 Penalty: 5459.334473
	Iteration 17Q: 3 clusters Score -1.04181e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 59822 members 
Entering Unmasked Estep 
Score: -10418138.000000 Penalty: 5459.334473
	Iteration 18Q: 3 clusters Score -1.041814e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -10418166.000000 Penalty: 5459.334473
	Iteration 19Q: 3 clusters Score -1.041817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 59849 members 
Entering Unmasked Estep 
Score: -10418176.000000 Penalty: 5459.334473
	Iteration 20F: 3 clusters Score -1.041818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 59859 members 
Entering Unmasked Estep 
Score: -10418172.000000 Penalty: 5459.334473
	Iteration 21Q: 3 clusters Score -1.041817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 59869 members 
Entering Unmasked Estep 
Score: -10418187.000000 Penalty: 5459.334473
	Iteration 22Q: 3 clusters Score -1.041819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 59866 members 
Entering Unmasked Estep 
Score: -10418196.000000 Penalty: 5459.334473
	Iteration 23Q: 3 clusters Score -1.04182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 59871 members 
Entering Unmasked Estep 
Score: -10418205.000000 Penalty: 5459.334473
	Iteration 24Q: 3 clusters Score -1.04182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 59876 members 
Entering Unmasked Estep 
Score: -10418185.000000 Penalty: 5459.334473
	Iteration 25Q: 3 clusters Score -1.041818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 59878 members 
Entering Unmasked Estep 
Score: -10418190.000000 Penalty: 5459.334473
	Iteration 26Q: 3 clusters Score -1.041819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -10418195.000000 Penalty: 5459.334473
	Iteration 27Q: 3 clusters Score -1.04182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -10418195.000000 Penalty: 5459.334473
	Iteration 28F: 3 clusters Score -1.04182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Entering Unmasked Estep 
Score: -5697125.000000 Penalty: 2585.322998
	Iteration 0F: 2 clusters Score -5697125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -5674238.000000 Penalty: 5170.645996
	Iteration 0F: 3 clusters Score -5674238 nChanged 15305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -5682554.000000 Penalty: 5170.645996
	Iteration 1F: 3 clusters Score -5682554 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -5683228.500000 Penalty: 5170.645996
	Iteration 2F: 3 clusters Score -5683228 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -5683887.000000 Penalty: 5170.645996
	Iteration 3Q: 3 clusters Score -5683887 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -5684683.500000 Penalty: 5170.645996
	Iteration 4Q: 3 clusters Score -5684684 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -5685571.000000 Penalty: 5170.645996
	Iteration 5F: 3 clusters Score -5685571 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -5686542.000000 Penalty: 5170.645996
	Iteration 6F: 3 clusters Score -5686542 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -5687730.500000 Penalty: 5170.645996
	Iteration 7F: 3 clusters Score -5687730 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -5689067.000000 Penalty: 5170.645996
	Iteration 8F: 3 clusters Score -5689067 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -5690269.000000 Penalty: 5170.645996
	Iteration 9F: 3 clusters Score -5690269 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -5691240.500000 Penalty: 5170.645996
	Iteration 10Q: 3 clusters Score -5691240 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -5691877.000000 Penalty: 5170.645996
	Iteration 11Q: 3 clusters Score -5691877 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -5692299.500000 Penalty: 5170.645996
	Iteration 12Q: 3 clusters Score -5692300 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -5692606.000000 Penalty: 5170.645996
	Iteration 13Q: 3 clusters Score -5692606 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -5692771.500000 Penalty: 5170.645996
	Iteration 14Q: 3 clusters Score -5692772 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -5692949.000000 Penalty: 5170.645996
	Iteration 15Q: 3 clusters Score -5692949 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -5693073.000000 Penalty: 5170.645996
	Iteration 16Q: 3 clusters Score -5693073 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -5693181.000000 Penalty: 5170.645996
	Iteration 17Q: 3 clusters Score -5693181 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -5693282.500000 Penalty: 5170.645996
	Iteration 18Q: 3 clusters Score -5693282 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -5693403.000000 Penalty: 5170.645996
	Iteration 19Q: 3 clusters Score -5693403 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -5693516.500000 Penalty: 5170.645996
	Iteration 20F: 3 clusters Score -5693516 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -5693642.500000 Penalty: 5170.645996
	Iteration 21Q: 3 clusters Score -5693642 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -5693776.500000 Penalty: 5170.645996
	Iteration 22Q: 3 clusters Score -5693776 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -5693917.000000 Penalty: 5170.645996
	Iteration 23Q: 3 clusters Score -5693917 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -5694082.000000 Penalty: 5170.645996
	Iteration 24Q: 3 clusters Score -5694082 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -5694299.500000 Penalty: 5170.645996
	Iteration 25Q: 3 clusters Score -5694300 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -5694458.500000 Penalty: 5170.645996
	Iteration 26Q: 3 clusters Score -5694458 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -5694615.000000 Penalty: 5170.645996
	Iteration 27Q: 3 clusters Score -5694615 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -5694736.000000 Penalty: 5170.645996
	Iteration 28Q: 3 clusters Score -5694736 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -5694823.500000 Penalty: 5170.645996
	Iteration 29Q: 3 clusters Score -5694824 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -5694876.000000 Penalty: 5170.645996
	Iteration 30Q: 3 clusters Score -5694876 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -5694964.500000 Penalty: 5170.645996
	Iteration 31Q: 3 clusters Score -5694964 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -5695007.000000 Penalty: 5170.645996
	Iteration 32Q: 3 clusters Score -5695007 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -5695048.500000 Penalty: 5170.645996
	Iteration 33Q: 3 clusters Score -5695048 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -5695076.500000 Penalty: 5170.645996
	Iteration 34Q: 3 clusters Score -5695076 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -5695104.500000 Penalty: 5170.645996
	Iteration 35Q: 3 clusters Score -5695104 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -5695125.000000 Penalty: 5170.645996
	Iteration 36Q: 3 clusters Score -5695125 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -5695165.000000 Penalty: 5170.645996
	Iteration 37Q: 3 clusters Score -5695165 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -5695210.000000 Penalty: 5170.645996
	Iteration 38Q: 3 clusters Score -5695210 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -5695241.500000 Penalty: 5170.645996
	Iteration 39Q: 3 clusters Score -5695242 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -5695280.500000 Penalty: 5170.645996
	Iteration 40F: 3 clusters Score -5695280 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -5695317.500000 Penalty: 5170.645996
	Iteration 41Q: 3 clusters Score -5695318 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -5695346.000000 Penalty: 5170.645996
	Iteration 42Q: 3 clusters Score -5695346 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -5695355.500000 Penalty: 5170.645996
	Iteration 43Q: 3 clusters Score -5695356 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -5695388.000000 Penalty: 5170.645996
	Iteration 44Q: 3 clusters Score -5695388 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -5695416.500000 Penalty: 5170.645996
	Iteration 45Q: 3 clusters Score -5695416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -5695442.000000 Penalty: 5170.645996
	Iteration 46Q: 3 clusters Score -5695442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -5695472.500000 Penalty: 5170.645996
	Iteration 47Q: 3 clusters Score -5695472 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -5695521.000000 Penalty: 5170.645996
	Iteration 48Q: 3 clusters Score -5695521 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -5695566.500000 Penalty: 5170.645996
	Iteration 49Q: 3 clusters Score -5695566 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -5695607.500000 Penalty: 5170.645996
	Iteration 50Q: 3 clusters Score -5695608 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -5695661.000000 Penalty: 5170.645996
	Iteration 51Q: 3 clusters Score -5695661 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -5695707.500000 Penalty: 5170.645996
	Iteration 52Q: 3 clusters Score -5695708 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -5695762.500000 Penalty: 5170.645996
	Iteration 53Q: 3 clusters Score -5695762 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -5695802.500000 Penalty: 5170.645996
	Iteration 54Q: 3 clusters Score -5695802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -5695821.500000 Penalty: 5170.645996
	Iteration 55Q: 3 clusters Score -5695822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -5695837.000000 Penalty: 5170.645996
	Iteration 56Q: 3 clusters Score -5695837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -5695843.000000 Penalty: 5170.645996
	Iteration 57Q: 3 clusters Score -5695843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -5695844.000000 Penalty: 5170.645996
	Iteration 58Q: 3 clusters Score -5695844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -5695853.500000 Penalty: 5170.645996
	Iteration 59Q: 3 clusters Score -5695854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -5695858.500000 Penalty: 5170.645996
	Iteration 60F: 3 clusters Score -5695858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -5695866.500000 Penalty: 5170.645996
	Iteration 61Q: 3 clusters Score -5695866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -5695877.500000 Penalty: 5170.645996
	Iteration 62Q: 3 clusters Score -5695878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -5695871.500000 Penalty: 5170.645996
	Iteration 63Q: 3 clusters Score -5695872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -5695890.500000 Penalty: 5170.645996
	Iteration 64Q: 3 clusters Score -5695890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -5695883.500000 Penalty: 5170.645996
	Iteration 65Q: 3 clusters Score -5695884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -5695888.000000 Penalty: 5170.645996
	Iteration 66Q: 3 clusters Score -5695888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -5695894.000000 Penalty: 5170.645996
	Iteration 67Q: 3 clusters Score -5695894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -5695897.500000 Penalty: 5170.645996
	Iteration 68Q: 3 clusters Score -5695898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -5695896.000000 Penalty: 5170.645996
	Iteration 69Q: 3 clusters Score -5695896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -5695896.000000 Penalty: 5170.645996
	Iteration 70Q: 3 clusters Score -5695896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -5695894.000000 Penalty: 5170.645996
	Iteration 71Q: 3 clusters Score -5695894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -5695896.500000 Penalty: 5170.645996
	Iteration 72Q: 3 clusters Score -5695896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -5695896.500000 Penalty: 5170.645996
	Iteration 73F: 3 clusters Score -5695896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Entering Unmasked Estep 
Score: -961008.062500 Penalty: 2149.883057
	Iteration 0F: 2 clusters Score -961008.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -956006.187500 Penalty: 4299.766113
	Iteration 0F: 3 clusters Score -956006.2 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -957382.937500 Penalty: 4299.766113
	Iteration 1F: 3 clusters Score -957382.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -957686.812500 Penalty: 4299.766113
	Iteration 2F: 3 clusters Score -957686.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -957867.375000 Penalty: 4299.766113
	Iteration 3F: 3 clusters Score -957867.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -957970.687500 Penalty: 4299.766113
	Iteration 4Q: 3 clusters Score -957970.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -958048.187500 Penalty: 4299.766113
	Iteration 5Q: 3 clusters Score -958048.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -958124.687500 Penalty: 4299.766113
	Iteration 6Q: 3 clusters Score -958124.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -958189.250000 Penalty: 4299.766113
	Iteration 7Q: 3 clusters Score -958189.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -958240.437500 Penalty: 4299.766113
	Iteration 8Q: 3 clusters Score -958240.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -958286.812500 Penalty: 4299.766113
	Iteration 9Q: 3 clusters Score -958286.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -958329.625000 Penalty: 4299.766113
	Iteration 10Q: 3 clusters Score -958329.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -958378.125000 Penalty: 4299.766113
	Iteration 11Q: 3 clusters Score -958378.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -958434.062500 Penalty: 4299.766113
	Iteration 12Q: 3 clusters Score -958434.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -958492.687500 Penalty: 4299.766113
	Iteration 13Q: 3 clusters Score -958492.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -958549.937500 Penalty: 4299.766113
	Iteration 14Q: 3 clusters Score -958549.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -958625.062500 Penalty: 4299.766113
	Iteration 15Q: 3 clusters Score -958625.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -958707.375000 Penalty: 4299.766113
	Iteration 16Q: 3 clusters Score -958707.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -958782.750000 Penalty: 4299.766113
	Iteration 17Q: 3 clusters Score -958782.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -958849.500000 Penalty: 4299.766113
	Iteration 18Q: 3 clusters Score -958849.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -958922.437500 Penalty: 4299.766113
	Iteration 19Q: 3 clusters Score -958922.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -959008.312500 Penalty: 4299.766113
	Iteration 20F: 3 clusters Score -959008.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -959096.375000 Penalty: 4299.766113
	Iteration 21Q: 3 clusters Score -959096.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -959190.062500 Penalty: 4299.766113
	Iteration 22Q: 3 clusters Score -959190.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -959263.312500 Penalty: 4299.766113
	Iteration 23Q: 3 clusters Score -959263.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -959320.625000 Penalty: 4299.766113
	Iteration 24Q: 3 clusters Score -959320.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -959361.500000 Penalty: 4299.766113
	Iteration 25Q: 3 clusters Score -959361.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -959386.250000 Penalty: 4299.766113
	Iteration 26Q: 3 clusters Score -959386.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -959401.437500 Penalty: 4299.766113
	Iteration 27Q: 3 clusters Score -959401.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -959418.000000 Penalty: 4299.766113
	Iteration 28Q: 3 clusters Score -959418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -959429.125000 Penalty: 4299.766113
	Iteration 29Q: 3 clusters Score -959429.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -959435.687500 Penalty: 4299.766113
	Iteration 30Q: 3 clusters Score -959435.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -959440.125000 Penalty: 4299.766113
	Iteration 31Q: 3 clusters Score -959440.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -959444.125000 Penalty: 4299.766113
	Iteration 32Q: 3 clusters Score -959444.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -959445.062500 Penalty: 4299.766113
	Iteration 33Q: 3 clusters Score -959445.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -959447.687500 Penalty: 4299.766113
	Iteration 34Q: 3 clusters Score -959447.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -959447.750000 Penalty: 4299.766113
	Iteration 35Q: 3 clusters Score -959447.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -959447.812500 Penalty: 4299.766113
	Iteration 36Q: 3 clusters Score -959447.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -959447.812500 Penalty: 4299.766113
	Iteration 37F: 3 clusters Score -959447.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Entering Unmasked Estep 
Score: -1317046.250000 Penalty: 2217.665527
	Iteration 0F: 2 clusters Score -1317046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1310909.125000 Penalty: 4435.331055
	Iteration 0F: 3 clusters Score -1310909 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1312573.375000 Penalty: 4435.331055
	Iteration 1F: 3 clusters Score -1312573 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1312856.500000 Penalty: 4435.331055
	Iteration 2F: 3 clusters Score -1312856 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1313042.750000 Penalty: 4435.331055
	Iteration 3Q: 3 clusters Score -1313043 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1313175.250000 Penalty: 4435.331055
	Iteration 4Q: 3 clusters Score -1313175 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1313274.875000 Penalty: 4435.331055
	Iteration 5Q: 3 clusters Score -1313275 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1313350.750000 Penalty: 4435.331055
	Iteration 6Q: 3 clusters Score -1313351 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1313420.750000 Penalty: 4435.331055
	Iteration 7Q: 3 clusters Score -1313421 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1313495.750000 Penalty: 4435.331055
	Iteration 8Q: 3 clusters Score -1313496 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1313571.750000 Penalty: 4435.331055
	Iteration 9Q: 3 clusters Score -1313572 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1313654.375000 Penalty: 4435.331055
	Iteration 10Q: 3 clusters Score -1313654 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1313743.875000 Penalty: 4435.331055
	Iteration 11Q: 3 clusters Score -1313744 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1313848.625000 Penalty: 4435.331055
	Iteration 12Q: 3 clusters Score -1313849 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1313976.125000 Penalty: 4435.331055
	Iteration 13Q: 3 clusters Score -1313976 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1314105.000000 Penalty: 4435.331055
	Iteration 14Q: 3 clusters Score -1314105 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1314232.250000 Penalty: 4435.331055
	Iteration 15Q: 3 clusters Score -1314232 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1314352.750000 Penalty: 4435.331055
	Iteration 16Q: 3 clusters Score -1314353 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1314434.875000 Penalty: 4435.331055
	Iteration 17Q: 3 clusters Score -1314435 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1314508.875000 Penalty: 4435.331055
	Iteration 18Q: 3 clusters Score -1314509 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1314579.625000 Penalty: 4435.331055
	Iteration 19Q: 3 clusters Score -1314580 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1314629.750000 Penalty: 4435.331055
	Iteration 20F: 3 clusters Score -1314630 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1314681.125000 Penalty: 4435.331055
	Iteration 21Q: 3 clusters Score -1314681 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1314717.000000 Penalty: 4435.331055
	Iteration 22Q: 3 clusters Score -1314717 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1314738.875000 Penalty: 4435.331055
	Iteration 23Q: 3 clusters Score -1314739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1314762.500000 Penalty: 4435.331055
	Iteration 24Q: 3 clusters Score -1314762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1314786.875000 Penalty: 4435.331055
	Iteration 25Q: 3 clusters Score -1314787 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1314799.000000 Penalty: 4435.331055
	Iteration 26Q: 3 clusters Score -1314799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1314812.250000 Penalty: 4435.331055
	Iteration 27Q: 3 clusters Score -1314812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1314825.000000 Penalty: 4435.331055
	Iteration 28Q: 3 clusters Score -1314825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1314841.125000 Penalty: 4435.331055
	Iteration 29Q: 3 clusters Score -1314841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1314851.875000 Penalty: 4435.331055
	Iteration 30Q: 3 clusters Score -1314852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1314863.250000 Penalty: 4435.331055
	Iteration 31Q: 3 clusters Score -1314863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1314869.250000 Penalty: 4435.331055
	Iteration 32Q: 3 clusters Score -1314869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1314883.250000 Penalty: 4435.331055
	Iteration 33Q: 3 clusters Score -1314883 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1314891.875000 Penalty: 4435.331055
	Iteration 34Q: 3 clusters Score -1314892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1314899.000000 Penalty: 4435.331055
	Iteration 35Q: 3 clusters Score -1314899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1314908.500000 Penalty: 4435.331055
	Iteration 36Q: 3 clusters Score -1314908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1314914.250000 Penalty: 4435.331055
	Iteration 37Q: 3 clusters Score -1314914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1314914.625000 Penalty: 4435.331055
	Iteration 38Q: 3 clusters Score -1314915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1314924.500000 Penalty: 4435.331055
	Iteration 39Q: 3 clusters Score -1314924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1314924.625000 Penalty: 4435.331055
	Iteration 40F: 3 clusters Score -1314925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1314923.500000 Penalty: 4435.331055
	Iteration 41Q: 3 clusters Score -1314924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1314924.750000 Penalty: 4435.331055
	Iteration 42Q: 3 clusters Score -1314925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1314924.375000 Penalty: 4435.331055
	Iteration 43Q: 3 clusters Score -1314924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1314930.375000 Penalty: 4435.331055
	Iteration 44Q: 3 clusters Score -1314930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1314934.625000 Penalty: 4435.331055
	Iteration 45Q: 3 clusters Score -1314935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1314937.750000 Penalty: 4435.331055
	Iteration 46Q: 3 clusters Score -1314938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1314941.875000 Penalty: 4435.331055
	Iteration 47Q: 3 clusters Score -1314942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1314946.750000 Penalty: 4435.331055
	Iteration 48Q: 3 clusters Score -1314947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1314945.125000 Penalty: 4435.331055
	Iteration 49Q: 3 clusters Score -1314945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1314949.000000 Penalty: 4435.331055
	Iteration 50Q: 3 clusters Score -1314949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1314951.375000 Penalty: 4435.331055
	Iteration 51Q: 3 clusters Score -1314951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1314949.625000 Penalty: 4435.331055
	Iteration 52Q: 3 clusters Score -1314950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1314953.375000 Penalty: 4435.331055
	Iteration 53Q: 3 clusters Score -1314953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1314953.625000 Penalty: 4435.331055
	Iteration 54Q: 3 clusters Score -1314954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1314953.625000 Penalty: 4435.331055
	Iteration 55F: 3 clusters Score -1314954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Entering Unmasked Estep 
Score: -294687.406250 Penalty: 1871.518677
	Iteration 0F: 2 clusters Score -294687.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -292224.656250 Penalty: 3743.037354
	Iteration 0F: 3 clusters Score -292224.7 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -292704.843750 Penalty: 3743.037354
	Iteration 1F: 3 clusters Score -292704.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -292878.781250 Penalty: 3743.037354
	Iteration 2F: 3 clusters Score -292878.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -293012.406250 Penalty: 3743.037354
	Iteration 3F: 3 clusters Score -293012.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -293103.218750 Penalty: 3743.037354
	Iteration 4Q: 3 clusters Score -293103.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -293165.687500 Penalty: 3743.037354
	Iteration 5Q: 3 clusters Score -293165.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -293207.593750 Penalty: 3743.037354
	Iteration 6Q: 3 clusters Score -293207.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -293237.843750 Penalty: 3743.037354
	Iteration 7Q: 3 clusters Score -293237.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -293261.875000 Penalty: 3743.037354
	Iteration 8Q: 3 clusters Score -293261.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -293273.406250 Penalty: 3743.037354
	Iteration 9Q: 3 clusters Score -293273.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -293282.156250 Penalty: 3743.037354
	Iteration 10Q: 3 clusters Score -293282.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -293288.906250 Penalty: 3743.037354
	Iteration 11Q: 3 clusters Score -293288.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -293290.062500 Penalty: 3743.037354
	Iteration 12Q: 3 clusters Score -293290.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -293292.468750 Penalty: 3743.037354
	Iteration 13Q: 3 clusters Score -293292.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -293293.156250 Penalty: 3743.037354
	Iteration 14Q: 3 clusters Score -293293.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -293293.156250 Penalty: 3743.037354
	Iteration 15F: 3 clusters Score -293293.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Entering Unmasked Estep 
Score: -5442545.000000 Penalty: 2565.670410
	Iteration 0F: 2 clusters Score -5442545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -5421229.500000 Penalty: 5131.340820
	Iteration 0F: 3 clusters Score -5421230 nChanged 14085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -5428817.000000 Penalty: 5131.340820
	Iteration 1F: 3 clusters Score -5428817 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -5429415.000000 Penalty: 5131.340820
	Iteration 2F: 3 clusters Score -5429415 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -5430130.500000 Penalty: 5131.340820
	Iteration 3Q: 3 clusters Score -5430130 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -5431169.000000 Penalty: 5131.340820
	Iteration 4F: 3 clusters Score -5431169 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -5432698.500000 Penalty: 5131.340820
	Iteration 5F: 3 clusters Score -5432698 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -5434905.000000 Penalty: 5131.340820
	Iteration 6F: 3 clusters Score -5434905 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -5437251.500000 Penalty: 5131.340820
	Iteration 7F: 3 clusters Score -5437252 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5438867.000000 Penalty: 5131.340820
	Iteration 8F: 3 clusters Score -5438867 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5439675.500000 Penalty: 5131.340820
	Iteration 9Q: 3 clusters Score -5439676 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5440005.000000 Penalty: 5131.340820
	Iteration 10Q: 3 clusters Score -5440005 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5440153.500000 Penalty: 5131.340820
	Iteration 11Q: 3 clusters Score -5440154 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5440233.000000 Penalty: 5131.340820
	Iteration 12Q: 3 clusters Score -5440233 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5440284.500000 Penalty: 5131.340820
	Iteration 13Q: 3 clusters Score -5440284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5440313.000000 Penalty: 5131.340820
	Iteration 14Q: 3 clusters Score -5440313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5440314.500000 Penalty: 5131.340820
	Iteration 15Q: 3 clusters Score -5440314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5440321.000000 Penalty: 5131.340820
	Iteration 16Q: 3 clusters Score -5440321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5440325.000000 Penalty: 5131.340820
	Iteration 17Q: 3 clusters Score -5440325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5440338.500000 Penalty: 5131.340820
	Iteration 18Q: 3 clusters Score -5440338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5440338.000000 Penalty: 5131.340820
	Iteration 19Q: 3 clusters Score -5440338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5440338.000000 Penalty: 5131.340820
	Iteration 20F: 3 clusters Score -5440338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -20182.230469 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -20182.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19268.980469 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -19268.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19461.480469 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -19461.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19472.865234 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -19472.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19517.656250 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -19517.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19517.656250 Penalty: 2561.733887
	Iteration 4F: 3 clusters Score -19517.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Entering Unmasked Estep 
Score: -1127216.375000 Penalty: 2185.658936
	Iteration 0F: 2 clusters Score -1127216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1121622.375000 Penalty: 4371.317871
	Iteration 0F: 3 clusters Score -1121622 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1123259.375000 Penalty: 4371.317871
	Iteration 1F: 3 clusters Score -1123259 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1123659.750000 Penalty: 4371.317871
	Iteration 2F: 3 clusters Score -1123660 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1123968.125000 Penalty: 4371.317871
	Iteration 3F: 3 clusters Score -1123968 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1124254.250000 Penalty: 4371.317871
	Iteration 4F: 3 clusters Score -1124254 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1124569.000000 Penalty: 4371.317871
	Iteration 5F: 3 clusters Score -1124569 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1124882.000000 Penalty: 4371.317871
	Iteration 6F: 3 clusters Score -1124882 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1125161.625000 Penalty: 4371.317871
	Iteration 7Q: 3 clusters Score -1125162 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1125366.250000 Penalty: 4371.317871
	Iteration 8Q: 3 clusters Score -1125366 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1125505.375000 Penalty: 4371.317871
	Iteration 9Q: 3 clusters Score -1125505 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1125590.250000 Penalty: 4371.317871
	Iteration 10Q: 3 clusters Score -1125590 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1125646.750000 Penalty: 4371.317871
	Iteration 11Q: 3 clusters Score -1125647 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1125681.625000 Penalty: 4371.317871
	Iteration 12Q: 3 clusters Score -1125682 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1125713.125000 Penalty: 4371.317871
	Iteration 13Q: 3 clusters Score -1125713 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1125731.375000 Penalty: 4371.317871
	Iteration 14Q: 3 clusters Score -1125731 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1125746.750000 Penalty: 4371.317871
	Iteration 15Q: 3 clusters Score -1125747 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1125762.500000 Penalty: 4371.317871
	Iteration 16Q: 3 clusters Score -1125762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1125769.375000 Penalty: 4371.317871
	Iteration 17Q: 3 clusters Score -1125769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1125773.000000 Penalty: 4371.317871
	Iteration 18Q: 3 clusters Score -1125773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1125783.375000 Penalty: 4371.317871
	Iteration 19Q: 3 clusters Score -1125783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1125790.875000 Penalty: 4371.317871
	Iteration 20F: 3 clusters Score -1125791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1125796.500000 Penalty: 4371.317871
	Iteration 21Q: 3 clusters Score -1125796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1125805.000000 Penalty: 4371.317871
	Iteration 22Q: 3 clusters Score -1125805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1125813.375000 Penalty: 4371.317871
	Iteration 23Q: 3 clusters Score -1125813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1125816.125000 Penalty: 4371.317871
	Iteration 24Q: 3 clusters Score -1125816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1125820.500000 Penalty: 4371.317871
	Iteration 25Q: 3 clusters Score -1125820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1125827.125000 Penalty: 4371.317871
	Iteration 26Q: 3 clusters Score -1125827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1125833.500000 Penalty: 4371.317871
	Iteration 27Q: 3 clusters Score -1125834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1125844.375000 Penalty: 4371.317871
	Iteration 28Q: 3 clusters Score -1125844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1125846.750000 Penalty: 4371.317871
	Iteration 29Q: 3 clusters Score -1125847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1125850.375000 Penalty: 4371.317871
	Iteration 30Q: 3 clusters Score -1125850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1125854.875000 Penalty: 4371.317871
	Iteration 31Q: 3 clusters Score -1125855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1125857.500000 Penalty: 4371.317871
	Iteration 32Q: 3 clusters Score -1125858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1125861.250000 Penalty: 4371.317871
	Iteration 33Q: 3 clusters Score -1125861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1125864.000000 Penalty: 4371.317871
	Iteration 34Q: 3 clusters Score -1125864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1125866.375000 Penalty: 4371.317871
	Iteration 35Q: 3 clusters Score -1125866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1125870.125000 Penalty: 4371.317871
	Iteration 36Q: 3 clusters Score -1125870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1125873.500000 Penalty: 4371.317871
	Iteration 37Q: 3 clusters Score -1125874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1125876.000000 Penalty: 4371.317871
	Iteration 38Q: 3 clusters Score -1125876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1125884.000000 Penalty: 4371.317871
	Iteration 39Q: 3 clusters Score -1125884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1125889.375000 Penalty: 4371.317871
	Iteration 40F: 3 clusters Score -1125889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1125891.250000 Penalty: 4371.317871
	Iteration 41Q: 3 clusters Score -1125891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1125896.750000 Penalty: 4371.317871
	Iteration 42Q: 3 clusters Score -1125897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1125901.875000 Penalty: 4371.317871
	Iteration 43Q: 3 clusters Score -1125902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1125906.125000 Penalty: 4371.317871
	Iteration 44Q: 3 clusters Score -1125906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1125907.750000 Penalty: 4371.317871
	Iteration 45Q: 3 clusters Score -1125908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1125909.500000 Penalty: 4371.317871
	Iteration 46Q: 3 clusters Score -1125910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1125910.875000 Penalty: 4371.317871
	Iteration 47Q: 3 clusters Score -1125911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1125911.000000 Penalty: 4371.317871
	Iteration 48Q: 3 clusters Score -1125911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1125912.875000 Penalty: 4371.317871
	Iteration 49Q: 3 clusters Score -1125913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1125914.375000 Penalty: 4371.317871
	Iteration 50Q: 3 clusters Score -1125914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1125914.750000 Penalty: 4371.317871
	Iteration 51Q: 3 clusters Score -1125915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1125916.375000 Penalty: 4371.317871
	Iteration 52Q: 3 clusters Score -1125916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1125915.250000 Penalty: 4371.317871
	Iteration 53Q: 3 clusters Score -1125915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1125915.250000 Penalty: 4371.317871
	Iteration 54F: 3 clusters Score -1125915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Entering Unmasked Estep 
Score: -5528663.000000 Penalty: 2579.293213
	Iteration 0F: 2 clusters Score -5528663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -5506405.000000 Penalty: 5158.586426
	Iteration 0F: 3 clusters Score -5506405 nChanged 14826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -5514758.000000 Penalty: 5158.586426
	Iteration 1F: 3 clusters Score -5514758 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -5515768.000000 Penalty: 5158.586426
	Iteration 2F: 3 clusters Score -5515768 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -5516836.500000 Penalty: 5158.586426
	Iteration 3F: 3 clusters Score -5516836 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -5517800.500000 Penalty: 5158.586426
	Iteration 4F: 3 clusters Score -5517800 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -5518771.000000 Penalty: 5158.586426
	Iteration 5F: 3 clusters Score -5518771 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -5519906.500000 Penalty: 5158.586426
	Iteration 6F: 3 clusters Score -5519906 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -5521049.500000 Penalty: 5158.586426
	Iteration 7F: 3 clusters Score -5521050 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -5522193.000000 Penalty: 5158.586426
	Iteration 8F: 3 clusters Score -5522193 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -5523039.500000 Penalty: 5158.586426
	Iteration 9Q: 3 clusters Score -5523040 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -5523588.500000 Penalty: 5158.586426
	Iteration 10Q: 3 clusters Score -5523588 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -5523954.500000 Penalty: 5158.586426
	Iteration 11Q: 3 clusters Score -5523954 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -5524200.500000 Penalty: 5158.586426
	Iteration 12Q: 3 clusters Score -5524200 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -5524368.000000 Penalty: 5158.586426
	Iteration 13Q: 3 clusters Score -5524368 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -5524488.500000 Penalty: 5158.586426
	Iteration 14Q: 3 clusters Score -5524488 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -5524568.000000 Penalty: 5158.586426
	Iteration 15Q: 3 clusters Score -5524568 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -5524633.000000 Penalty: 5158.586426
	Iteration 16Q: 3 clusters Score -5524633 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -5524663.500000 Penalty: 5158.586426
	Iteration 17Q: 3 clusters Score -5524664 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -5524706.500000 Penalty: 5158.586426
	Iteration 18Q: 3 clusters Score -5524706 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -5524721.500000 Penalty: 5158.586426
	Iteration 19Q: 3 clusters Score -5524722 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -5524735.500000 Penalty: 5158.586426
	Iteration 20F: 3 clusters Score -5524736 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -5524757.500000 Penalty: 5158.586426
	Iteration 21Q: 3 clusters Score -5524758 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -5524771.500000 Penalty: 5158.586426
	Iteration 22Q: 3 clusters Score -5524772 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -5524797.500000 Penalty: 5158.586426
	Iteration 23Q: 3 clusters Score -5524798 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -5524814.500000 Penalty: 5158.586426
	Iteration 24Q: 3 clusters Score -5524814 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -5524830.000000 Penalty: 5158.586426
	Iteration 25Q: 3 clusters Score -5524830 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -5524825.500000 Penalty: 5158.586426
	Iteration 26Q: 3 clusters Score -5524826 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -5524825.500000 Penalty: 5158.586426
	Iteration 27Q: 3 clusters Score -5524826 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -5524845.500000 Penalty: 5158.586426
	Iteration 28Q: 3 clusters Score -5524846 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -5524857.500000 Penalty: 5158.586426
	Iteration 29Q: 3 clusters Score -5524858 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -5524840.500000 Penalty: 5158.586426
	Iteration 30Q: 3 clusters Score -5524840 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -5524850.500000 Penalty: 5158.586426
	Iteration 31Q: 3 clusters Score -5524850 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -5524865.000000 Penalty: 5158.586426
	Iteration 32Q: 3 clusters Score -5524865 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -5524873.000000 Penalty: 5158.586426
	Iteration 33Q: 3 clusters Score -5524873 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -5524896.500000 Penalty: 5158.586426
	Iteration 34Q: 3 clusters Score -5524896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -5524897.500000 Penalty: 5158.586426
	Iteration 35Q: 3 clusters Score -5524898 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -5524908.000000 Penalty: 5158.586426
	Iteration 36Q: 3 clusters Score -5524908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -5524900.000000 Penalty: 5158.586426
	Iteration 37Q: 3 clusters Score -5524900 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -5524913.500000 Penalty: 5158.586426
	Iteration 38Q: 3 clusters Score -5524914 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -5524911.500000 Penalty: 5158.586426
	Iteration 39Q: 3 clusters Score -5524912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -5524905.000000 Penalty: 5158.586426
	Iteration 40F: 3 clusters Score -5524905 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -5524904.500000 Penalty: 5158.586426
	Iteration 41Q: 3 clusters Score -5524904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -5524925.000000 Penalty: 5158.586426
	Iteration 42Q: 3 clusters Score -5524925 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -5524938.000000 Penalty: 5158.586426
	Iteration 43Q: 3 clusters Score -5524938 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -5524940.000000 Penalty: 5158.586426
	Iteration 44Q: 3 clusters Score -5524940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -5524940.500000 Penalty: 5158.586426
	Iteration 45Q: 3 clusters Score -5524940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -5524959.000000 Penalty: 5158.586426
	Iteration 46Q: 3 clusters Score -5524959 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -5524962.000000 Penalty: 5158.586426
	Iteration 47Q: 3 clusters Score -5524962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -5524953.000000 Penalty: 5158.586426
	Iteration 48Q: 3 clusters Score -5524953 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -5524963.500000 Penalty: 5158.586426
	Iteration 49Q: 3 clusters Score -5524964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -5524945.000000 Penalty: 5158.586426
	Iteration 50Q: 3 clusters Score -5524945 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -5524942.500000 Penalty: 5158.586426
	Iteration 51Q: 3 clusters Score -5524942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -5524950.000000 Penalty: 5158.586426
	Iteration 52Q: 3 clusters Score -5524950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -5524958.000000 Penalty: 5158.586426
	Iteration 53Q: 3 clusters Score -5524958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -5524958.500000 Penalty: 5158.586426
	Iteration 54Q: 3 clusters Score -5524958 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -5524960.000000 Penalty: 5158.586426
	Iteration 55Q: 3 clusters Score -5524960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -5524958.000000 Penalty: 5158.586426
	Iteration 56Q: 3 clusters Score -5524958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -5524955.500000 Penalty: 5158.586426
	Iteration 57Q: 3 clusters Score -5524956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -5524957.000000 Penalty: 5158.586426
	Iteration 58Q: 3 clusters Score -5524957 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -5524974.500000 Penalty: 5158.586426
	Iteration 59Q: 3 clusters Score -5524974 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -5524987.500000 Penalty: 5158.586426
	Iteration 60F: 3 clusters Score -5524988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -5524996.000000 Penalty: 5158.586426
	Iteration 61Q: 3 clusters Score -5524996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -5524988.500000 Penalty: 5158.586426
	Iteration 62Q: 3 clusters Score -5524988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -5524986.500000 Penalty: 5158.586426
	Iteration 63Q: 3 clusters Score -5524986 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -5524974.500000 Penalty: 5158.586426
	Iteration 64Q: 3 clusters Score -5524974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -5524984.500000 Penalty: 5158.586426
	Iteration 65Q: 3 clusters Score -5524984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21595 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5525011 nChanged 54
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5525018 nChanged 55
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	Iteration 71Q: 3 clusters Score -5525015 nChanged 55
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5525047 nChanged 56
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Mstep: Class 2 contains 10865 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 10755 members 
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	Iteration 77Q: 3 clusters Score -5525063 nChanged 57
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5525082 nChanged 58
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Mstep: Class 1 contains 22286 members 
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	Iteration 80F: 3 clusters Score -5525070 nChanged 64
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Mstep: Class 1 contains 22344 members 
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	Iteration 81Q: 3 clusters Score -5525082 nChanged 52
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Mstep: Class 1 contains 22390 members 
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	Iteration 82Q: 3 clusters Score -5525102 nChanged 48
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	Iteration 84Q: 3 clusters Score -5525109 nChanged 54
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Mstep: Class 1 contains 22579 members 
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	Iteration 86Q: 3 clusters Score -5525116 nChanged 45
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Mstep: Class 1 contains 22620 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5525112 nChanged 49
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Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5525113 nChanged 49
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Mstep: Class 1 contains 22714 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5525120 nChanged 59
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Mstep: Class 1 contains 22771 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5525126 nChanged 66
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Mstep: Class 1 contains 22835 members 
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	Iteration 91Q: 3 clusters Score -5525130 nChanged 72
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Mstep: Class 1 contains 22907 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5525136 nChanged 78
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	Iteration 94Q: 3 clusters Score -5525129 nChanged 60
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5525150 nChanged 60
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Mstep: Class 1 contains 23179 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5525148 nChanged 64
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5525166 nChanged 66
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5525153 nChanged 70
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5525150 nChanged 64
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Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 9375 members 
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	Iteration 101Q: 3 clusters Score -5525153 nChanged 57
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	Iteration 102Q: 3 clusters Score -5525166 nChanged 57
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5525174 nChanged 67
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Mstep: Class 1 contains 23670 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5525184 nChanged 73
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	Iteration 105Q: 3 clusters Score -5525184 nChanged 60
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Mstep: Class 1 contains 23799 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5525198 nChanged 61
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Mstep: Class 1 contains 23860 members 
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Mstep: Class 1 contains 23941 members 
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	Iteration 108Q: 3 clusters Score -5525190 nChanged 80
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Mstep: Class 1 contains 24019 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5525204 nChanged 71
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	Iteration 110Q: 3 clusters Score -5525222 nChanged 74
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Mstep: Class 1 contains 24160 members 
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	Iteration 111Q: 3 clusters Score -5525236 nChanged 57
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Mstep: Class 1 contains 24217 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5525258 nChanged 60
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Mstep: Class 1 contains 24277 members 
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	Iteration 113Q: 3 clusters Score -5525255 nChanged 63
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	Iteration 114Q: 3 clusters Score -5525258 nChanged 59
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	Iteration 115Q: 3 clusters Score -5525264 nChanged 58
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	Iteration 116Q: 3 clusters Score -5525275 nChanged 57
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	Iteration 117Q: 3 clusters Score -5525272 nChanged 69
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	Iteration 118Q: 3 clusters Score -5525296 nChanged 73
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	Iteration 119Q: 3 clusters Score -5525320 nChanged 88
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	Iteration 120F: 3 clusters Score -5525317 nChanged 91
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	Iteration 121Q: 3 clusters Score -5525334 nChanged 94
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	Iteration 122Q: 3 clusters Score -5525351 nChanged 82
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	Iteration 123Q: 3 clusters Score -5525329 nChanged 95
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5525372 nChanged 99
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	Iteration 125Q: 3 clusters Score -5525379 nChanged 100
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	Iteration 126Q: 3 clusters Score -5525392 nChanged 89
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	Iteration 127Q: 3 clusters Score -5525410 nChanged 79
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	Iteration 128Q: 3 clusters Score -5525422 nChanged 82
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	Iteration 129Q: 3 clusters Score -5525429 nChanged 89
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	Iteration 130Q: 3 clusters Score -5525444 nChanged 70
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Mstep: Class 1 contains 25680 members 
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	Iteration 131Q: 3 clusters Score -5525441 nChanged 82
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	Iteration 132Q: 3 clusters Score -5525462 nChanged 89
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	Iteration 133Q: 3 clusters Score -5525476 nChanged 93
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	Iteration 134Q: 3 clusters Score -5525485 nChanged 76
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	Iteration 135Q: 3 clusters Score -5525492 nChanged 85
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	Iteration 136Q: 3 clusters Score -5525502 nChanged 85
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	Iteration 137Q: 3 clusters Score -5525510 nChanged 86
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	Iteration 138Q: 3 clusters Score -5525522 nChanged 106
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	Iteration 139Q: 3 clusters Score -5525548 nChanged 126
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	Iteration 140F: 3 clusters Score -5525582 nChanged 122
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	Iteration 141Q: 3 clusters Score -5525600 nChanged 130
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	Iteration 142Q: 3 clusters Score -5525634 nChanged 153
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	Iteration 143Q: 3 clusters Score -5525672 nChanged 145
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	Iteration 144Q: 3 clusters Score -5525697 nChanged 140
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	Iteration 145Q: 3 clusters Score -5525708 nChanged 149
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	Iteration 146Q: 3 clusters Score -5525744 nChanged 143
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	Iteration 147Q: 3 clusters Score -5525762 nChanged 151
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	Iteration 148Q: 3 clusters Score -5525798 nChanged 167
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	Iteration 149Q: 3 clusters Score -5525834 nChanged 169
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	Iteration 150Q: 3 clusters Score -5525879 nChanged 170
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	Iteration 151Q: 3 clusters Score -5525918 nChanged 174
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	Iteration 152Q: 3 clusters Score -5525950 nChanged 170
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	Iteration 153Q: 3 clusters Score -5525990 nChanged 154
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	Iteration 154Q: 3 clusters Score -5526024 nChanged 148
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	Iteration 155Q: 3 clusters Score -5526064 nChanged 136
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	Iteration 156Q: 3 clusters Score -5526074 nChanged 126
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	Iteration 157Q: 3 clusters Score -5526124 nChanged 113
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	Iteration 158Q: 3 clusters Score -5526146 nChanged 100
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5526178 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5526205 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5526234 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5526252 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5526284 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5526328 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5526358 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5526372 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5526386 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5526420 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5526439 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5526454 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5526467 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5526498 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5526510 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -5526535.000000 Penalty: 5158.586426
	Iteration 174Q: 3 clusters Score -5526535 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5526536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5526548 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5526564 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -5526576.000000 Penalty: 5158.586426
	Iteration 178Q: 3 clusters Score -5526576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5526599.000000 Penalty: 5158.586426
	Iteration 179Q: 3 clusters Score -5526599 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -5526600.500000 Penalty: 5158.586426
	Iteration 180F: 3 clusters Score -5526600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -5526605.000000 Penalty: 5158.586426
	Iteration 181Q: 3 clusters Score -5526605 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -5526624.000000 Penalty: 5158.586426
	Iteration 182Q: 3 clusters Score -5526624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5526642.000000 Penalty: 5158.586426
	Iteration 183Q: 3 clusters Score -5526642 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5526637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5526640.500000 Penalty: 5158.586426
	Iteration 185Q: 3 clusters Score -5526640 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5526663 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5526670 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5526680 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5526685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5526687.000000 Penalty: 5158.586426
	Iteration 190Q: 3 clusters Score -5526687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -5526695.000000 Penalty: 5158.586426
	Iteration 191Q: 3 clusters Score -5526695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5526702.000000 Penalty: 5158.586426
	Iteration 192Q: 3 clusters Score -5526702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5526705.500000 Penalty: 5158.586426
	Iteration 193Q: 3 clusters Score -5526706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5526707.500000 Penalty: 5158.586426
	Iteration 194Q: 3 clusters Score -5526708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5526705.500000 Penalty: 5158.586426
	Iteration 195Q: 3 clusters Score -5526706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5526717.000000 Penalty: 5158.586426
	Iteration 196Q: 3 clusters Score -5526717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5526711.000000 Penalty: 5158.586426
	Iteration 197Q: 3 clusters Score -5526711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5526723.500000 Penalty: 5158.586426
	Iteration 198Q: 3 clusters Score -5526724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5526720.000000 Penalty: 5158.586426
	Iteration 199Q: 3 clusters Score -5526720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5526725.000000 Penalty: 5158.586426
	Iteration 200F: 3 clusters Score -5526725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5526727.000000 Penalty: 5158.586426
	Iteration 201Q: 3 clusters Score -5526727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5526724.500000 Penalty: 5158.586426
	Iteration 202Q: 3 clusters Score -5526724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5526724.000000 Penalty: 5158.586426
	Iteration 203Q: 3 clusters Score -5526724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5526731.000000 Penalty: 5158.586426
	Iteration 204Q: 3 clusters Score -5526731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5526739.000000 Penalty: 5158.586426
	Iteration 205Q: 3 clusters Score -5526739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5526742.000000 Penalty: 5158.586426
	Iteration 206Q: 3 clusters Score -5526742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5526742.000000 Penalty: 5158.586426
	Iteration 207Q: 3 clusters Score -5526742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -5526744.500000 Penalty: 5158.586426
	Iteration 208Q: 3 clusters Score -5526744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5526733.000000 Penalty: 5158.586426
	Iteration 209Q: 3 clusters Score -5526733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5526738.500000 Penalty: 5158.586426
	Iteration 210Q: 3 clusters Score -5526738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5526738.500000 Penalty: 5158.586426
	Iteration 211Q: 3 clusters Score -5526738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5526754.500000 Penalty: 5158.586426
	Iteration 212Q: 3 clusters Score -5526754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5526754.000000 Penalty: 5158.586426
	Iteration 213Q: 3 clusters Score -5526754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5526758.500000 Penalty: 5158.586426
	Iteration 214Q: 3 clusters Score -5526758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5526767.000000 Penalty: 5158.586426
	Iteration 215Q: 3 clusters Score -5526767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5526763.500000 Penalty: 5158.586426
	Iteration 216Q: 3 clusters Score -5526764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5526771.500000 Penalty: 5158.586426
	Iteration 217Q: 3 clusters Score -5526772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5526768.000000 Penalty: 5158.586426
	Iteration 218Q: 3 clusters Score -5526768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5526770.000000 Penalty: 5158.586426
	Iteration 219Q: 3 clusters Score -5526770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5526779.000000 Penalty: 5158.586426
	Iteration 220F: 3 clusters Score -5526779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5526771.500000 Penalty: 5158.586426
	Iteration 221Q: 3 clusters Score -5526772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5526762.500000 Penalty: 5158.586426
	Iteration 222Q: 3 clusters Score -5526762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5526779.500000 Penalty: 5158.586426
	Iteration 223Q: 3 clusters Score -5526780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5526781.500000 Penalty: 5158.586426
	Iteration 224Q: 3 clusters Score -5526782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5526795.500000 Penalty: 5158.586426
	Iteration 225Q: 3 clusters Score -5526796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5526788.500000 Penalty: 5158.586426
	Iteration 226Q: 3 clusters Score -5526788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5526784.000000 Penalty: 5158.586426
	Iteration 227Q: 3 clusters Score -5526784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5526798.500000 Penalty: 5158.586426
	Iteration 228Q: 3 clusters Score -5526798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5526801.500000 Penalty: 5158.586426
	Iteration 229Q: 3 clusters Score -5526802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5526812.000000 Penalty: 5158.586426
	Iteration 230Q: 3 clusters Score -5526812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5526823.000000 Penalty: 5158.586426
	Iteration 231Q: 3 clusters Score -5526823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5526828.000000 Penalty: 5158.586426
	Iteration 232Q: 3 clusters Score -5526828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5526826.000000 Penalty: 5158.586426
	Iteration 233Q: 3 clusters Score -5526826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5526821.500000 Penalty: 5158.586426
	Iteration 234Q: 3 clusters Score -5526822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5526816.500000 Penalty: 5158.586426
	Iteration 235Q: 3 clusters Score -5526816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5526823.000000 Penalty: 5158.586426
	Iteration 236Q: 3 clusters Score -5526823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5526820.000000 Penalty: 5158.586426
	Iteration 237Q: 3 clusters Score -5526820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5526819.000000 Penalty: 5158.586426
	Iteration 238Q: 3 clusters Score -5526819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5526820.000000 Penalty: 5158.586426
	Iteration 239Q: 3 clusters Score -5526820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5526817.500000 Penalty: 5158.586426
	Iteration 240F: 3 clusters Score -5526818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3606 members 
Entering Unmasked Estep 
Score: -607430.625000 Penalty: 2031.207886
	Iteration 0F: 2 clusters Score -607430.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -603751.312500 Penalty: 4062.415771
	Iteration 0F: 3 clusters Score -603751.3 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -604590.687500 Penalty: 4062.415771
	Iteration 1F: 3 clusters Score -604590.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -604814.000000 Penalty: 4062.415771
	Iteration 2F: 3 clusters Score -604814 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -604942.437500 Penalty: 4062.415771
	Iteration 3F: 3 clusters Score -604942.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -605057.125000 Penalty: 4062.415771
	Iteration 4Q: 3 clusters Score -605057.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -605139.187500 Penalty: 4062.415771
	Iteration 5Q: 3 clusters Score -605139.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -605215.812500 Penalty: 4062.415771
	Iteration 6Q: 3 clusters Score -605215.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -605290.125000 Penalty: 4062.415771
	Iteration 7Q: 3 clusters Score -605290.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -605351.750000 Penalty: 4062.415771
	Iteration 8Q: 3 clusters Score -605351.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -605427.312500 Penalty: 4062.415771
	Iteration 9Q: 3 clusters Score -605427.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -605510.750000 Penalty: 4062.415771
	Iteration 10Q: 3 clusters Score -605510.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -605601.500000 Penalty: 4062.415771
	Iteration 11Q: 3 clusters Score -605601.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -605678.062500 Penalty: 4062.415771
	Iteration 12Q: 3 clusters Score -605678.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -605746.312500 Penalty: 4062.415771
	Iteration 13Q: 3 clusters Score -605746.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -605820.625000 Penalty: 4062.415771
	Iteration 14Q: 3 clusters Score -605820.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -605898.625000 Penalty: 4062.415771
	Iteration 15Q: 3 clusters Score -605898.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -605959.500000 Penalty: 4062.415771
	Iteration 16Q: 3 clusters Score -605959.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -606016.437500 Penalty: 4062.415771
	Iteration 17Q: 3 clusters Score -606016.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -606061.750000 Penalty: 4062.415771
	Iteration 18Q: 3 clusters Score -606061.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -606112.000000 Penalty: 4062.415771
	Iteration 19Q: 3 clusters Score -606112 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -606155.500000 Penalty: 4062.415771
	Iteration 20F: 3 clusters Score -606155.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -606202.437500 Penalty: 4062.415771
	Iteration 21Q: 3 clusters Score -606202.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -606247.500000 Penalty: 4062.415771
	Iteration 22Q: 3 clusters Score -606247.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -606297.187500 Penalty: 4062.415771
	Iteration 23Q: 3 clusters Score -606297.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -606331.562500 Penalty: 4062.415771
	Iteration 24Q: 3 clusters Score -606331.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -606353.312500 Penalty: 4062.415771
	Iteration 25Q: 3 clusters Score -606353.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -606368.312500 Penalty: 4062.415771
	Iteration 26Q: 3 clusters Score -606368.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -606380.937500 Penalty: 4062.415771
	Iteration 27Q: 3 clusters Score -606380.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -606389.125000 Penalty: 4062.415771
	Iteration 28Q: 3 clusters Score -606389.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -606398.187500 Penalty: 4062.415771
	Iteration 29Q: 3 clusters Score -606398.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -606402.312500 Penalty: 4062.415771
	Iteration 30Q: 3 clusters Score -606402.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -606403.875000 Penalty: 4062.415771
	Iteration 31Q: 3 clusters Score -606403.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -606404.562500 Penalty: 4062.415771
	Iteration 32Q: 3 clusters Score -606404.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -606405.125000 Penalty: 4062.415771
	Iteration 33Q: 3 clusters Score -606405.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -606405.500000 Penalty: 4062.415771
	Iteration 34Q: 3 clusters Score -606405.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -606406.187500 Penalty: 4062.415771
	Iteration 35Q: 3 clusters Score -606406.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -606407.812500 Penalty: 4062.415771
	Iteration 36Q: 3 clusters Score -606407.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -606407.437500 Penalty: 4062.415771
	Iteration 37Q: 3 clusters Score -606407.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -606409.062500 Penalty: 4062.415771
	Iteration 38Q: 3 clusters Score -606409.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -606410.500000 Penalty: 4062.415771
	Iteration 39Q: 3 clusters Score -606410.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -606412.187500 Penalty: 4062.415771
	Iteration 40F: 3 clusters Score -606412.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -606415.500000 Penalty: 4062.415771
	Iteration 41Q: 3 clusters Score -606415.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -606417.375000 Penalty: 4062.415771
	Iteration 42Q: 3 clusters Score -606417.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -606420.375000 Penalty: 4062.415771
	Iteration 43Q: 3 clusters Score -606420.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -606424.312500 Penalty: 4062.415771
	Iteration 44Q: 3 clusters Score -606424.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -606426.125000 Penalty: 4062.415771
	Iteration 45Q: 3 clusters Score -606426.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -606429.500000 Penalty: 4062.415771
	Iteration 46Q: 3 clusters Score -606429.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -606433.250000 Penalty: 4062.415771
	Iteration 47Q: 3 clusters Score -606433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -606434.375000 Penalty: 4062.415771
	Iteration 48Q: 3 clusters Score -606434.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -606435.187500 Penalty: 4062.415771
	Iteration 49Q: 3 clusters Score -606435.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -606436.312500 Penalty: 4062.415771
	Iteration 50Q: 3 clusters Score -606436.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -606437.125000 Penalty: 4062.415771
	Iteration 51Q: 3 clusters Score -606437.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -606437.125000 Penalty: 4062.415771
	Iteration 52F: 3 clusters Score -606437.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Entering Unmasked Estep 
Score: -1734865.000000 Penalty: 2292.719971
	Iteration 0F: 2 clusters Score -1734865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1727058.125000 Penalty: 4585.439941
	Iteration 0F: 3 clusters Score -1727058 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1729410.125000 Penalty: 4585.439941
	Iteration 1F: 3 clusters Score -1729410 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1729767.750000 Penalty: 4585.439941
	Iteration 2F: 3 clusters Score -1729768 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1730062.500000 Penalty: 4585.439941
	Iteration 3F: 3 clusters Score -1730062 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1730354.750000 Penalty: 4585.439941
	Iteration 4F: 3 clusters Score -1730355 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1730653.500000 Penalty: 4585.439941
	Iteration 5Q: 3 clusters Score -1730654 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1730995.625000 Penalty: 4585.439941
	Iteration 6Q: 3 clusters Score -1730996 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1731333.250000 Penalty: 4585.439941
	Iteration 7Q: 3 clusters Score -1731333 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1731641.250000 Penalty: 4585.439941
	Iteration 8Q: 3 clusters Score -1731641 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1731919.375000 Penalty: 4585.439941
	Iteration 9Q: 3 clusters Score -1731919 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1732139.750000 Penalty: 4585.439941
	Iteration 10Q: 3 clusters Score -1732140 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1732303.000000 Penalty: 4585.439941
	Iteration 11Q: 3 clusters Score -1732303 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1732436.375000 Penalty: 4585.439941
	Iteration 12Q: 3 clusters Score -1732436 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1732537.750000 Penalty: 4585.439941
	Iteration 13Q: 3 clusters Score -1732538 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1732616.000000 Penalty: 4585.439941
	Iteration 14Q: 3 clusters Score -1732616 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1732679.125000 Penalty: 4585.439941
	Iteration 15Q: 3 clusters Score -1732679 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1732731.625000 Penalty: 4585.439941
	Iteration 16Q: 3 clusters Score -1732732 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1732771.625000 Penalty: 4585.439941
	Iteration 17Q: 3 clusters Score -1732772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1732793.625000 Penalty: 4585.439941
	Iteration 18Q: 3 clusters Score -1732794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1732810.375000 Penalty: 4585.439941
	Iteration 19Q: 3 clusters Score -1732810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1732830.250000 Penalty: 4585.439941
	Iteration 20F: 3 clusters Score -1732830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1732844.250000 Penalty: 4585.439941
	Iteration 21Q: 3 clusters Score -1732844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1732856.250000 Penalty: 4585.439941
	Iteration 22Q: 3 clusters Score -1732856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1732870.000000 Penalty: 4585.439941
	Iteration 23Q: 3 clusters Score -1732870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1732888.875000 Penalty: 4585.439941
	Iteration 24Q: 3 clusters Score -1732889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1732895.875000 Penalty: 4585.439941
	Iteration 25Q: 3 clusters Score -1732896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1732909.375000 Penalty: 4585.439941
	Iteration 26Q: 3 clusters Score -1732909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1732916.000000 Penalty: 4585.439941
	Iteration 27Q: 3 clusters Score -1732916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1732924.875000 Penalty: 4585.439941
	Iteration 28Q: 3 clusters Score -1732925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1732934.250000 Penalty: 4585.439941
	Iteration 29Q: 3 clusters Score -1732934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1732940.500000 Penalty: 4585.439941
	Iteration 30Q: 3 clusters Score -1732940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1732944.625000 Penalty: 4585.439941
	Iteration 31Q: 3 clusters Score -1732945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1732948.125000 Penalty: 4585.439941
	Iteration 32Q: 3 clusters Score -1732948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1732951.500000 Penalty: 4585.439941
	Iteration 33Q: 3 clusters Score -1732952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1732950.750000 Penalty: 4585.439941
	Iteration 34Q: 3 clusters Score -1732951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1732951.875000 Penalty: 4585.439941
	Iteration 35Q: 3 clusters Score -1732952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1732951.875000 Penalty: 4585.439941
	Iteration 36F: 3 clusters Score -1732952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Entering Unmasked Estep 
Score: -462448.812500 Penalty: 1968.734497
	Iteration 0F: 2 clusters Score -462448.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -459366.968750 Penalty: 3937.468994
	Iteration 0F: 3 clusters Score -459367 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -460065.093750 Penalty: 3937.468994
	Iteration 1F: 3 clusters Score -460065.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -460303.093750 Penalty: 3937.468994
	Iteration 2F: 3 clusters Score -460303.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -460477.781250 Penalty: 3937.468994
	Iteration 3F: 3 clusters Score -460477.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -460621.781250 Penalty: 3937.468994
	Iteration 4F: 3 clusters Score -460621.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -460727.437500 Penalty: 3937.468994
	Iteration 5Q: 3 clusters Score -460727.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -460811.750000 Penalty: 3937.468994
	Iteration 6Q: 3 clusters Score -460811.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -460884.125000 Penalty: 3937.468994
	Iteration 7Q: 3 clusters Score -460884.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -460929.312500 Penalty: 3937.468994
	Iteration 8Q: 3 clusters Score -460929.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -460965.750000 Penalty: 3937.468994
	Iteration 9Q: 3 clusters Score -460965.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -460994.625000 Penalty: 3937.468994
	Iteration 10Q: 3 clusters Score -460994.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -461009.906250 Penalty: 3937.468994
	Iteration 11Q: 3 clusters Score -461009.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -461019.687500 Penalty: 3937.468994
	Iteration 12Q: 3 clusters Score -461019.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -461028.593750 Penalty: 3937.468994
	Iteration 13Q: 3 clusters Score -461028.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -461038.375000 Penalty: 3937.468994
	Iteration 14Q: 3 clusters Score -461038.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -461046.000000 Penalty: 3937.468994
	Iteration 15Q: 3 clusters Score -461046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -461057.093750 Penalty: 3937.468994
	Iteration 16Q: 3 clusters Score -461057.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -461064.093750 Penalty: 3937.468994
	Iteration 17Q: 3 clusters Score -461064.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -461067.718750 Penalty: 3937.468994
	Iteration 18Q: 3 clusters Score -461067.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -461069.218750 Penalty: 3937.468994
	Iteration 19Q: 3 clusters Score -461069.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -461069.812500 Penalty: 3937.468994
	Iteration 20F: 3 clusters Score -461069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -461071.500000 Penalty: 3937.468994
	Iteration 21Q: 3 clusters Score -461071.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -461074.437500 Penalty: 3937.468994
	Iteration 22Q: 3 clusters Score -461074.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -461074.687500 Penalty: 3937.468994
	Iteration 23Q: 3 clusters Score -461074.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -461076.156250 Penalty: 3937.468994
	Iteration 24Q: 3 clusters Score -461076.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -461076.156250 Penalty: 3937.468994
	Iteration 25F: 3 clusters Score -461076.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -175205.093750 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -175205.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -173203.812500 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -173203.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -173635.312500 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -173635.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -173860.328125 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -173860.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -174097.140625 Penalty: 3478.009277
	Iteration 3F: 3 clusters Score -174097.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -174282.640625 Penalty: 3478.009277
	Iteration 4F: 3 clusters Score -174282.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -174442.171875 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -174442.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -174623.390625 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -174623.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -174796.250000 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -174796.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -174940.734375 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -174940.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -175068.578125 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -175068.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -175175.421875 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -175175.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -175219.687500 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -175219.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -175233.453125 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -175233.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -175252.390625 Penalty: 3478.009277
	Iteration 13Q: 3 clusters Score -175252.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -175275.421875 Penalty: 3478.009277
	Iteration 14Q: 3 clusters Score -175275.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -175292.171875 Penalty: 3478.009277
	Iteration 15Q: 3 clusters Score -175292.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -175305.828125 Penalty: 3478.009277
	Iteration 16Q: 3 clusters Score -175305.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -175324.312500 Penalty: 3478.009277
	Iteration 17Q: 3 clusters Score -175324.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -175342.437500 Penalty: 3478.009277
	Iteration 18Q: 3 clusters Score -175342.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -175344.343750 Penalty: 3478.009277
	Iteration 19Q: 3 clusters Score -175344.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -175347.781250 Penalty: 3478.009277
	Iteration 20F: 3 clusters Score -175347.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -175348.921875 Penalty: 3478.009277
	Iteration 21Q: 3 clusters Score -175348.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -175351.062500 Penalty: 3478.009277
	Iteration 22Q: 3 clusters Score -175351.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -175354.156250 Penalty: 3478.009277
	Iteration 23Q: 3 clusters Score -175354.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -175355.968750 Penalty: 3478.009277
	Iteration 24Q: 3 clusters Score -175356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -175359.312500 Penalty: 3478.009277
	Iteration 25Q: 3 clusters Score -175359.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -175361.687500 Penalty: 3478.009277
	Iteration 26Q: 3 clusters Score -175361.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -175363.812500 Penalty: 3478.009277
	Iteration 27Q: 3 clusters Score -175363.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -175369.437500 Penalty: 3478.009277
	Iteration 28Q: 3 clusters Score -175369.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -175387.156250 Penalty: 3478.009277
	Iteration 29Q: 3 clusters Score -175387.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -175392.640625 Penalty: 3478.009277
	Iteration 30Q: 3 clusters Score -175392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -175403.265625 Penalty: 3478.009277
	Iteration 31Q: 3 clusters Score -175403.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -175418.703125 Penalty: 3478.009277
	Iteration 32Q: 3 clusters Score -175418.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -175434.843750 Penalty: 3478.009277
	Iteration 33Q: 3 clusters Score -175434.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -175446.859375 Penalty: 3478.009277
	Iteration 34Q: 3 clusters Score -175446.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -175455.921875 Penalty: 3478.009277
	Iteration 35Q: 3 clusters Score -175455.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -175473.968750 Penalty: 3478.009277
	Iteration 36Q: 3 clusters Score -175474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -175481.843750 Penalty: 3478.009277
	Iteration 37Q: 3 clusters Score -175481.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -175487.687500 Penalty: 3478.009277
	Iteration 38Q: 3 clusters Score -175487.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -175489.781250 Penalty: 3478.009277
	Iteration 39Q: 3 clusters Score -175489.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -175490.687500 Penalty: 3478.009277
	Iteration 40F: 3 clusters Score -175490.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -175491.671875 Penalty: 3478.009277
	Iteration 41Q: 3 clusters Score -175491.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -175491.671875 Penalty: 3478.009277
	Iteration 42F: 3 clusters Score -175491.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 34853 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60278 members 
Mstep: Class 5 contains 33681 members 
Mstep: Class 6 contains 5819 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 31115 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6722 members 
Mstep: Class 12 contains 32872 members 
Mstep: Class 13 contains 3606 members 
Mstep: Class 14 contains 10351 members 
Mstep: Class 15 contains 2803 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 62706 members 
Mstep: Class 18 contains 4820 members 
Mstep: Class 19 contains 13737 members 
Mstep: Class 20 contains 75316 members 
Mstep: Class 21 contains 17485 members 
Mstep: Class 22 contains 20331 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3552 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12353 members 
Mstep: Class 29 contains 2910 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11683 members 
Mstep: Class 32 contains 12027 members 
Mstep: Class 33 contains 5237 members 
Mstep: Class 34 contains 53140 members 
Mstep: Class 35 contains 11602 members 
Mstep: Class 36 contains 4495 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52657 members 
Mstep: Class 40 contains 2003 members 
Mstep: Class 41 contains 17248 members 
Mstep: Class 42 contains 1369 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 16878 members 
Mstep: Class 48 contains 5752 members 
Mstep: Class 49 contains 1528 members 
Mstep: Class 50 contains 538 members 
Entering Unmasked Estep 
Score: -115054816.000000 Penalty: 166910.750000
Splitting cluster 16 changes total score from -115056112.000000 to -115054816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (62706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Entering Unmasked Estep 
Score: -10312166.000000 Penalty: 2739.460693
	Iteration 0F: 2 clusters Score -1.031217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -10271073.000000 Penalty: 5478.921387
	Iteration 0F: 3 clusters Score -1.027107e+07 nChanged 29169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -10288088.000000 Penalty: 5478.921387
	Iteration 1F: 3 clusters Score -1.028809e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -10289618.000000 Penalty: 5478.921387
	Iteration 2F: 3 clusters Score -1.028962e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -10291602.000000 Penalty: 5478.921387
	Iteration 3F: 3 clusters Score -1.02916e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -10293874.000000 Penalty: 5478.921387
	Iteration 4F: 3 clusters Score -1.029387e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -10296066.000000 Penalty: 5478.921387
	Iteration 5F: 3 clusters Score -1.029607e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -10298189.000000 Penalty: 5478.921387
	Iteration 6F: 3 clusters Score -1.029819e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -10300003.000000 Penalty: 5478.921387
	Iteration 7F: 3 clusters Score -1.03e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -10301574.000000 Penalty: 5478.921387
	Iteration 8Q: 3 clusters Score -1.030157e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -10302947.000000 Penalty: 5478.921387
	Iteration 9Q: 3 clusters Score -1.030295e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -10304078.000000 Penalty: 5478.921387
	Iteration 10Q: 3 clusters Score -1.030408e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -10305217.000000 Penalty: 5478.921387
	Iteration 11Q: 3 clusters Score -1.030522e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -10306198.000000 Penalty: 5478.921387
	Iteration 12Q: 3 clusters Score -1.03062e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 53745 members 
Entering Unmasked Estep 
Score: -10307079.000000 Penalty: 5478.921387
	Iteration 13Q: 3 clusters Score -1.030708e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -10307903.000000 Penalty: 5478.921387
	Iteration 14Q: 3 clusters Score -1.03079e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -10308512.000000 Penalty: 5478.921387
	Iteration 15Q: 3 clusters Score -1.030851e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -10309091.000000 Penalty: 5478.921387
	Iteration 16Q: 3 clusters Score -1.030909e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -10309472.000000 Penalty: 5478.921387
	Iteration 17Q: 3 clusters Score -1.030947e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 59132 members 
Entering Unmasked Estep 
Score: -10309760.000000 Penalty: 5478.921387
	Iteration 18Q: 3 clusters Score -1.030976e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 59660 members 
Entering Unmasked Estep 
Score: -10310003.000000 Penalty: 5478.921387
	Iteration 19Q: 3 clusters Score -1.031e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 60053 members 
Entering Unmasked Estep 
Score: -10310238.000000 Penalty: 5478.921387
	Iteration 20F: 3 clusters Score -1.031024e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -10310429.000000 Penalty: 5478.921387
	Iteration 21Q: 3 clusters Score -1.031043e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 60529 members 
Entering Unmasked Estep 
Score: -10310580.000000 Penalty: 5478.921387
	Iteration 22Q: 3 clusters Score -1.031058e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 60673 members 
Entering Unmasked Estep 
Score: -10310633.000000 Penalty: 5478.921387
	Iteration 23Q: 3 clusters Score -1.031063e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -10310714.000000 Penalty: 5478.921387
	Iteration 24Q: 3 clusters Score -1.031071e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 60824 members 
Entering Unmasked Estep 
Score: -10310741.000000 Penalty: 5478.921387
	Iteration 25Q: 3 clusters Score -1.031074e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -10310760.000000 Penalty: 5478.921387
	Iteration 26Q: 3 clusters Score -1.031076e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -10310796.000000 Penalty: 5478.921387
	Iteration 27Q: 3 clusters Score -1.03108e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 60923 members 
Entering Unmasked Estep 
Score: -10310804.000000 Penalty: 5478.921387
	Iteration 28Q: 3 clusters Score -1.03108e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -10310801.000000 Penalty: 5478.921387
	Iteration 29Q: 3 clusters Score -1.03108e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 60962 members 
Entering Unmasked Estep 
Score: -10310842.000000 Penalty: 5478.921387
	Iteration 30Q: 3 clusters Score -1.031084e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -10310860.000000 Penalty: 5478.921387
	Iteration 31Q: 3 clusters Score -1.031086e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 60977 members 
Entering Unmasked Estep 
Score: -10310868.000000 Penalty: 5478.921387
	Iteration 32Q: 3 clusters Score -1.031087e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -10310889.000000 Penalty: 5478.921387
	Iteration 33Q: 3 clusters Score -1.031089e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 61002 members 
Entering Unmasked Estep 
Score: -10310911.000000 Penalty: 5478.921387
	Iteration 34Q: 3 clusters Score -1.031091e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 61006 members 
Entering Unmasked Estep 
Score: -10310906.000000 Penalty: 5478.921387
	Iteration 35Q: 3 clusters Score -1.031091e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -10310899.000000 Penalty: 5478.921387
	Iteration 36Q: 3 clusters Score -1.03109e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 61002 members 
Entering Unmasked Estep 
Score: -10310897.000000 Penalty: 5478.921387
	Iteration 37Q: 3 clusters Score -1.03109e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 61004 members 
Entering Unmasked Estep 
Score: -10310906.000000 Penalty: 5478.921387
	Iteration 38Q: 3 clusters Score -1.031091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 61001 members 
Entering Unmasked Estep 
Score: -10310904.000000 Penalty: 5478.921387
	Iteration 39Q: 3 clusters Score -1.03109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 61004 members 
Entering Unmasked Estep 
Score: -10310910.000000 Penalty: 5478.921387
	Iteration 40F: 3 clusters Score -1.031091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 61006 members 
Entering Unmasked Estep 
Score: -10310910.000000 Penalty: 5478.921387
	Iteration 41Q: 3 clusters Score -1.031091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 61009 members 
Entering Unmasked Estep 
Score: -10310924.000000 Penalty: 5478.921387
	Iteration 42Q: 3 clusters Score -1.031092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 61014 members 
Entering Unmasked Estep 
Score: -10310909.000000 Penalty: 5478.921387
	Iteration 43Q: 3 clusters Score -1.031091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -10310915.000000 Penalty: 5478.921387
	Iteration 44Q: 3 clusters Score -1.031092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -10310923.000000 Penalty: 5478.921387
	Iteration 45Q: 3 clusters Score -1.031092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 61028 members 
Entering Unmasked Estep 
Score: -10310926.000000 Penalty: 5478.921387
	Iteration 46Q: 3 clusters Score -1.031093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 61035 members 
Entering Unmasked Estep 
Score: -10310945.000000 Penalty: 5478.921387
	Iteration 47Q: 3 clusters Score -1.031094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 61042 members 
Entering Unmasked Estep 
Score: -10310944.000000 Penalty: 5478.921387
	Iteration 48Q: 3 clusters Score -1.031094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 61044 members 
Entering Unmasked Estep 
Score: -10310941.000000 Penalty: 5478.921387
	Iteration 49Q: 3 clusters Score -1.031094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -10310935.000000 Penalty: 5478.921387
	Iteration 50Q: 3 clusters Score -1.031094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 61050 members 
Entering Unmasked Estep 
Score: -10310940.000000 Penalty: 5478.921387
	Iteration 51Q: 3 clusters Score -1.031094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -10310949.000000 Penalty: 5478.921387
	Iteration 52Q: 3 clusters Score -1.031095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -10310950.000000 Penalty: 5478.921387
	Iteration 53Q: 3 clusters Score -1.031095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 61059 members 
Entering Unmasked Estep 
Score: -10310948.000000 Penalty: 5478.921387
	Iteration 54Q: 3 clusters Score -1.031095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 61058 members 
Entering Unmasked Estep 
Score: -10310948.000000 Penalty: 5478.921387
	Iteration 55Q: 3 clusters Score -1.031095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -10310947.000000 Penalty: 5478.921387
	Iteration 56Q: 3 clusters Score -1.031095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -10310945.000000 Penalty: 5478.921387
	Iteration 57Q: 3 clusters Score -1.031094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -10310950.000000 Penalty: 5478.921387
	Iteration 58Q: 3 clusters Score -1.031095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -10310948.000000 Penalty: 5478.921387
	Iteration 59Q: 3 clusters Score -1.031095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -10310946.000000 Penalty: 5478.921387
	Iteration 60F: 3 clusters Score -1.031095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 61055 members 
Entering Unmasked Estep 
Score: -10310956.000000 Penalty: 5478.921387
	Iteration 61Q: 3 clusters Score -1.031096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -10310958.000000 Penalty: 5478.921387
	Iteration 62Q: 3 clusters Score -1.031096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -10310968.000000 Penalty: 5478.921387
	Iteration 63Q: 3 clusters Score -1.031097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 61054 members 
Entering Unmasked Estep 
Score: -10310955.000000 Penalty: 5478.921387
	Iteration 64Q: 3 clusters Score -1.031096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -10310955.000000 Penalty: 5478.921387
	Iteration 65Q: 3 clusters Score -1.031096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -10310965.000000 Penalty: 5478.921387
	Iteration 66Q: 3 clusters Score -1.031096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -10310965.000000 Penalty: 5478.921387
	Iteration 67F: 3 clusters Score -1.031096e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Entering Unmasked Estep 
Score: -737713.625000 Penalty: 2103.171143
	Iteration 0F: 2 clusters Score -737713.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -733344.062500 Penalty: 4206.342285
	Iteration 0F: 3 clusters Score -733344.1 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -734567.625000 Penalty: 4206.342285
	Iteration 1F: 3 clusters Score -734567.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -734994.375000 Penalty: 4206.342285
	Iteration 2F: 3 clusters Score -734994.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -735346.750000 Penalty: 4206.342285
	Iteration 3F: 3 clusters Score -735346.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -735655.500000 Penalty: 4206.342285
	Iteration 4F: 3 clusters Score -735655.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -735876.687500 Penalty: 4206.342285
	Iteration 5F: 3 clusters Score -735876.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -736037.875000 Penalty: 4206.342285
	Iteration 6Q: 3 clusters Score -736037.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -736161.000000 Penalty: 4206.342285
	Iteration 7Q: 3 clusters Score -736161 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -736249.187500 Penalty: 4206.342285
	Iteration 8Q: 3 clusters Score -736249.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -736312.750000 Penalty: 4206.342285
	Iteration 9Q: 3 clusters Score -736312.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -736359.625000 Penalty: 4206.342285
	Iteration 10Q: 3 clusters Score -736359.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -736403.562500 Penalty: 4206.342285
	Iteration 11Q: 3 clusters Score -736403.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -736437.812500 Penalty: 4206.342285
	Iteration 12Q: 3 clusters Score -736437.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -736451.687500 Penalty: 4206.342285
	Iteration 13Q: 3 clusters Score -736451.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -736461.937500 Penalty: 4206.342285
	Iteration 14Q: 3 clusters Score -736461.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -736473.437500 Penalty: 4206.342285
	Iteration 15Q: 3 clusters Score -736473.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -736482.562500 Penalty: 4206.342285
	Iteration 16Q: 3 clusters Score -736482.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -736490.562500 Penalty: 4206.342285
	Iteration 17Q: 3 clusters Score -736490.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -736498.062500 Penalty: 4206.342285
	Iteration 18Q: 3 clusters Score -736498.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -736499.875000 Penalty: 4206.342285
	Iteration 19Q: 3 clusters Score -736499.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -736503.875000 Penalty: 4206.342285
	Iteration 20F: 3 clusters Score -736503.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -736506.562500 Penalty: 4206.342285
	Iteration 21Q: 3 clusters Score -736506.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -736507.937500 Penalty: 4206.342285
	Iteration 22Q: 3 clusters Score -736507.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -736509.875000 Penalty: 4206.342285
	Iteration 23Q: 3 clusters Score -736509.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -736512.312500 Penalty: 4206.342285
	Iteration 24Q: 3 clusters Score -736512.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -736513.812500 Penalty: 4206.342285
	Iteration 25Q: 3 clusters Score -736513.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -736515.687500 Penalty: 4206.342285
	Iteration 26Q: 3 clusters Score -736515.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -736517.187500 Penalty: 4206.342285
	Iteration 27Q: 3 clusters Score -736517.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -736519.750000 Penalty: 4206.342285
	Iteration 28Q: 3 clusters Score -736519.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -736523.437500 Penalty: 4206.342285
	Iteration 29Q: 3 clusters Score -736523.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -736525.375000 Penalty: 4206.342285
	Iteration 30Q: 3 clusters Score -736525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -736527.562500 Penalty: 4206.342285
	Iteration 31Q: 3 clusters Score -736527.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -736528.250000 Penalty: 4206.342285
	Iteration 32Q: 3 clusters Score -736528.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -736530.687500 Penalty: 4206.342285
	Iteration 33Q: 3 clusters Score -736530.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -736531.062500 Penalty: 4206.342285
	Iteration 34Q: 3 clusters Score -736531.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -736532.000000 Penalty: 4206.342285
	Iteration 35Q: 3 clusters Score -736532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -736532.500000 Penalty: 4206.342285
	Iteration 36Q: 3 clusters Score -736532.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -736534.125000 Penalty: 4206.342285
	Iteration 37Q: 3 clusters Score -736534.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -736533.812500 Penalty: 4206.342285
	Iteration 38Q: 3 clusters Score -736533.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -736533.812500 Penalty: 4206.342285
	Iteration 39F: 3 clusters Score -736533.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Entering Unmasked Estep 
Score: -2319587.000000 Penalty: 2362.906250
	Iteration 0F: 2 clusters Score -2319587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2309575.750000 Penalty: 4725.812500
	Iteration 0F: 3 clusters Score -2309576 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2312625.500000 Penalty: 4725.812500
	Iteration 1F: 3 clusters Score -2312626 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2312972.750000 Penalty: 4725.812500
	Iteration 2F: 3 clusters Score -2312973 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2313267.000000 Penalty: 4725.812500
	Iteration 3Q: 3 clusters Score -2313267 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2313513.500000 Penalty: 4725.812500
	Iteration 4Q: 3 clusters Score -2313514 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2313756.000000 Penalty: 4725.812500
	Iteration 5Q: 3 clusters Score -2313756 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2314030.000000 Penalty: 4725.812500
	Iteration 6Q: 3 clusters Score -2314030 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2314317.500000 Penalty: 4725.812500
	Iteration 7Q: 3 clusters Score -2314318 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2314695.750000 Penalty: 4725.812500
	Iteration 8Q: 3 clusters Score -2314696 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2315144.000000 Penalty: 4725.812500
	Iteration 9Q: 3 clusters Score -2315144 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2315618.750000 Penalty: 4725.812500
	Iteration 10Q: 3 clusters Score -2315619 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2316067.750000 Penalty: 4725.812500
	Iteration 11Q: 3 clusters Score -2316068 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2316443.500000 Penalty: 4725.812500
	Iteration 12Q: 3 clusters Score -2316444 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2316765.500000 Penalty: 4725.812500
	Iteration 13Q: 3 clusters Score -2316766 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2317003.000000 Penalty: 4725.812500
	Iteration 14Q: 3 clusters Score -2317003 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2317162.500000 Penalty: 4725.812500
	Iteration 15Q: 3 clusters Score -2317162 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2317259.750000 Penalty: 4725.812500
	Iteration 16Q: 3 clusters Score -2317260 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2317331.250000 Penalty: 4725.812500
	Iteration 17Q: 3 clusters Score -2317331 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2317375.500000 Penalty: 4725.812500
	Iteration 18Q: 3 clusters Score -2317376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2317412.250000 Penalty: 4725.812500
	Iteration 19Q: 3 clusters Score -2317412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2317446.500000 Penalty: 4725.812500
	Iteration 20F: 3 clusters Score -2317446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2317465.500000 Penalty: 4725.812500
	Iteration 21Q: 3 clusters Score -2317466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2317492.750000 Penalty: 4725.812500
	Iteration 22Q: 3 clusters Score -2317493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2317501.750000 Penalty: 4725.812500
	Iteration 23Q: 3 clusters Score -2317502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2317515.250000 Penalty: 4725.812500
	Iteration 24Q: 3 clusters Score -2317515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2317526.500000 Penalty: 4725.812500
	Iteration 25Q: 3 clusters Score -2317526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2317538.500000 Penalty: 4725.812500
	Iteration 26Q: 3 clusters Score -2317538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2317538.250000 Penalty: 4725.812500
	Iteration 27Q: 3 clusters Score -2317538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2317548.250000 Penalty: 4725.812500
	Iteration 28Q: 3 clusters Score -2317548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2317546.750000 Penalty: 4725.812500
	Iteration 29Q: 3 clusters Score -2317547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2317556.750000 Penalty: 4725.812500
	Iteration 30Q: 3 clusters Score -2317557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2317560.250000 Penalty: 4725.812500
	Iteration 31Q: 3 clusters Score -2317560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2317562.500000 Penalty: 4725.812500
	Iteration 32Q: 3 clusters Score -2317562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2317564.750000 Penalty: 4725.812500
	Iteration 33Q: 3 clusters Score -2317565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2317566.750000 Penalty: 4725.812500
	Iteration 34Q: 3 clusters Score -2317567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2317567.250000 Penalty: 4725.812500
	Iteration 35Q: 3 clusters Score -2317567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2317570.750000 Penalty: 4725.812500
	Iteration 36Q: 3 clusters Score -2317571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2317567.250000 Penalty: 4725.812500
	Iteration 37Q: 3 clusters Score -2317567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2317569.750000 Penalty: 4725.812500
	Iteration 38Q: 3 clusters Score -2317570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2317571.500000 Penalty: 4725.812500
	Iteration 39Q: 3 clusters Score -2317572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2317577.750000 Penalty: 4725.812500
	Iteration 40F: 3 clusters Score -2317578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2317580.000000 Penalty: 4725.812500
	Iteration 41Q: 3 clusters Score -2317580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2317586.000000 Penalty: 4725.812500
	Iteration 42Q: 3 clusters Score -2317586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2317587.000000 Penalty: 4725.812500
	Iteration 43Q: 3 clusters Score -2317587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2317591.750000 Penalty: 4725.812500
	Iteration 44Q: 3 clusters Score -2317592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2317592.250000 Penalty: 4725.812500
	Iteration 45Q: 3 clusters Score -2317592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2317590.750000 Penalty: 4725.812500
	Iteration 46Q: 3 clusters Score -2317591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2317589.750000 Penalty: 4725.812500
	Iteration 47Q: 3 clusters Score -2317590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2317594.750000 Penalty: 4725.812500
	Iteration 48Q: 3 clusters Score -2317595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2317598.250000 Penalty: 4725.812500
	Iteration 49Q: 3 clusters Score -2317598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2317604.500000 Penalty: 4725.812500
	Iteration 50Q: 3 clusters Score -2317604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2317606.500000 Penalty: 4725.812500
	Iteration 51Q: 3 clusters Score -2317606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2317606.500000 Penalty: 4725.812500
	Iteration 52F: 3 clusters Score -2317606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (75316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75316 members 
Entering Unmasked Estep 
Score: -12746344.000000 Penalty: 2784.903076
	Iteration 0F: 2 clusters Score -1.274634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -12699329.000000 Penalty: 5569.806152
	Iteration 0F: 3 clusters Score -1.269933e+07 nChanged 35289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -12719064.000000 Penalty: 5569.806152
	Iteration 1F: 3 clusters Score -1.271906e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -12720079.000000 Penalty: 5569.806152
	Iteration 2Q: 3 clusters Score -1.272008e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -12721253.000000 Penalty: 5569.806152
	Iteration 3Q: 3 clusters Score -1.272125e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -12723072.000000 Penalty: 5569.806152
	Iteration 4F: 3 clusters Score -1.272307e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -12725849.000000 Penalty: 5569.806152
	Iteration 5F: 3 clusters Score -1.272585e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -12729376.000000 Penalty: 5569.806152
	Iteration 6F: 3 clusters Score -1.272938e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -12733135.000000 Penalty: 5569.806152
	Iteration 7F: 3 clusters Score -1.273314e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64888 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -12736330.000000 Penalty: 5569.806152
	Iteration 8F: 3 clusters Score -1.273633e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -12738911.000000 Penalty: 5569.806152
	Iteration 9Q: 3 clusters Score -1.273891e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70526 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -12740604.000000 Penalty: 5569.806152
	Iteration 10Q: 3 clusters Score -1.27406e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71987 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -12741828.000000 Penalty: 5569.806152
	Iteration 11Q: 3 clusters Score -1.274183e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72914 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -12742607.000000 Penalty: 5569.806152
	Iteration 12Q: 3 clusters Score -1.274261e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -12743086.000000 Penalty: 5569.806152
	Iteration 13Q: 3 clusters Score -1.274309e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73832 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -12743320.000000 Penalty: 5569.806152
	Iteration 14Q: 3 clusters Score -1.274332e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74019 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -12743489.000000 Penalty: 5569.806152
	Iteration 15Q: 3 clusters Score -1.274349e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -12743601.000000 Penalty: 5569.806152
	Iteration 16Q: 3 clusters Score -1.27436e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74242 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -12743707.000000 Penalty: 5569.806152
	Iteration 17Q: 3 clusters Score -1.274371e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74306 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -12743745.000000 Penalty: 5569.806152
	Iteration 18Q: 3 clusters Score -1.274374e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74348 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -12743777.000000 Penalty: 5569.806152
	Iteration 19Q: 3 clusters Score -1.274378e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74381 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -12743815.000000 Penalty: 5569.806152
	Iteration 20F: 3 clusters Score -1.274382e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74415 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -12743851.000000 Penalty: 5569.806152
	Iteration 21Q: 3 clusters Score -1.274385e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74438 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -12743870.000000 Penalty: 5569.806152
	Iteration 22Q: 3 clusters Score -1.274387e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74454 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -12743890.000000 Penalty: 5569.806152
	Iteration 23Q: 3 clusters Score -1.274389e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74467 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -12743905.000000 Penalty: 5569.806152
	Iteration 24Q: 3 clusters Score -1.27439e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74482 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -12743931.000000 Penalty: 5569.806152
	Iteration 25Q: 3 clusters Score -1.274393e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74490 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -12743938.000000 Penalty: 5569.806152
	Iteration 26Q: 3 clusters Score -1.274394e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -12743942.000000 Penalty: 5569.806152
	Iteration 27Q: 3 clusters Score -1.274394e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74532 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -12743986.000000 Penalty: 5569.806152
	Iteration 28Q: 3 clusters Score -1.274399e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74546 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -12743972.000000 Penalty: 5569.806152
	Iteration 29Q: 3 clusters Score -1.274397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74559 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -12744005.000000 Penalty: 5569.806152
	Iteration 30Q: 3 clusters Score -1.2744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74570 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -12744017.000000 Penalty: 5569.806152
	Iteration 31Q: 3 clusters Score -1.274402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74577 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -12744017.000000 Penalty: 5569.806152
	Iteration 32Q: 3 clusters Score -1.274402e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74583 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12744016.000000 Penalty: 5569.806152
	Iteration 33Q: 3 clusters Score -1.274402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74593 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -12744030.000000 Penalty: 5569.806152
	Iteration 34Q: 3 clusters Score -1.274403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74599 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -12744041.000000 Penalty: 5569.806152
	Iteration 35Q: 3 clusters Score -1.274404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74602 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -12744051.000000 Penalty: 5569.806152
	Iteration 36Q: 3 clusters Score -1.274405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -12744051.000000 Penalty: 5569.806152
	Iteration 37Q: 3 clusters Score -1.274405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -12744058.000000 Penalty: 5569.806152
	Iteration 38Q: 3 clusters Score -1.274406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74607 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -12744049.000000 Penalty: 5569.806152
	Iteration 39Q: 3 clusters Score -1.274405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74607 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -12744049.000000 Penalty: 5569.806152
	Iteration 40F: 3 clusters Score -1.274405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Entering Unmasked Estep 
Score: -2951775.000000 Penalty: 2422.736328
	Iteration 0F: 2 clusters Score -2951775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2939353.500000 Penalty: 4845.472656
	Iteration 0F: 3 clusters Score -2939354 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2943410.750000 Penalty: 4845.472656
	Iteration 1F: 3 clusters Score -2943411 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2943845.500000 Penalty: 4845.472656
	Iteration 2F: 3 clusters Score -2943846 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2944214.000000 Penalty: 4845.472656
	Iteration 3F: 3 clusters Score -2944214 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2944532.500000 Penalty: 4845.472656
	Iteration 4Q: 3 clusters Score -2944532 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2944833.750000 Penalty: 4845.472656
	Iteration 5Q: 3 clusters Score -2944834 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2945163.500000 Penalty: 4845.472656
	Iteration 6Q: 3 clusters Score -2945164 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2945504.000000 Penalty: 4845.472656
	Iteration 7Q: 3 clusters Score -2945504 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2945806.250000 Penalty: 4845.472656
	Iteration 8Q: 3 clusters Score -2945806 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2946091.750000 Penalty: 4845.472656
	Iteration 9Q: 3 clusters Score -2946092 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2946372.000000 Penalty: 4845.472656
	Iteration 10Q: 3 clusters Score -2946372 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2946605.250000 Penalty: 4845.472656
	Iteration 11Q: 3 clusters Score -2946605 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2946800.750000 Penalty: 4845.472656
	Iteration 12Q: 3 clusters Score -2946801 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2946967.500000 Penalty: 4845.472656
	Iteration 13Q: 3 clusters Score -2946968 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2947103.500000 Penalty: 4845.472656
	Iteration 14Q: 3 clusters Score -2947104 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2947197.750000 Penalty: 4845.472656
	Iteration 15Q: 3 clusters Score -2947198 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2947304.500000 Penalty: 4845.472656
	Iteration 16Q: 3 clusters Score -2947304 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2947400.750000 Penalty: 4845.472656
	Iteration 17Q: 3 clusters Score -2947401 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2947473.500000 Penalty: 4845.472656
	Iteration 18Q: 3 clusters Score -2947474 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2947599.250000 Penalty: 4845.472656
	Iteration 19Q: 3 clusters Score -2947599 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2947689.000000 Penalty: 4845.472656
	Iteration 20F: 3 clusters Score -2947689 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2947772.000000 Penalty: 4845.472656
	Iteration 21Q: 3 clusters Score -2947772 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2947866.250000 Penalty: 4845.472656
	Iteration 22Q: 3 clusters Score -2947866 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2947953.500000 Penalty: 4845.472656
	Iteration 23Q: 3 clusters Score -2947954 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2948006.500000 Penalty: 4845.472656
	Iteration 24Q: 3 clusters Score -2948006 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2948058.750000 Penalty: 4845.472656
	Iteration 25Q: 3 clusters Score -2948059 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2948113.500000 Penalty: 4845.472656
	Iteration 26Q: 3 clusters Score -2948114 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2948169.250000 Penalty: 4845.472656
	Iteration 27Q: 3 clusters Score -2948169 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2948222.250000 Penalty: 4845.472656
	Iteration 28Q: 3 clusters Score -2948222 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2948259.500000 Penalty: 4845.472656
	Iteration 29Q: 3 clusters Score -2948260 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2948311.250000 Penalty: 4845.472656
	Iteration 30Q: 3 clusters Score -2948311 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2948347.500000 Penalty: 4845.472656
	Iteration 31Q: 3 clusters Score -2948348 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2948382.750000 Penalty: 4845.472656
	Iteration 32Q: 3 clusters Score -2948383 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2948430.500000 Penalty: 4845.472656
	Iteration 33Q: 3 clusters Score -2948430 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2948466.750000 Penalty: 4845.472656
	Iteration 34Q: 3 clusters Score -2948467 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2948505.500000 Penalty: 4845.472656
	Iteration 35Q: 3 clusters Score -2948506 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2948544.750000 Penalty: 4845.472656
	Iteration 36Q: 3 clusters Score -2948545 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2948565.250000 Penalty: 4845.472656
	Iteration 37Q: 3 clusters Score -2948565 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2948583.250000 Penalty: 4845.472656
	Iteration 38Q: 3 clusters Score -2948583 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2948605.750000 Penalty: 4845.472656
	Iteration 39Q: 3 clusters Score -2948606 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2948622.500000 Penalty: 4845.472656
	Iteration 40F: 3 clusters Score -2948622 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2948661.750000 Penalty: 4845.472656
	Iteration 41Q: 3 clusters Score -2948662 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2948697.250000 Penalty: 4845.472656
	Iteration 42Q: 3 clusters Score -2948697 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2948733.750000 Penalty: 4845.472656
	Iteration 43Q: 3 clusters Score -2948734 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2948769.000000 Penalty: 4845.472656
	Iteration 44Q: 3 clusters Score -2948769 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -2948811.250000 Penalty: 4845.472656
	Iteration 45Q: 3 clusters Score -2948811 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2948849.750000 Penalty: 4845.472656
	Iteration 46Q: 3 clusters Score -2948850 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2948891.500000 Penalty: 4845.472656
	Iteration 47Q: 3 clusters Score -2948892 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2948938.750000 Penalty: 4845.472656
	Iteration 48Q: 3 clusters Score -2948939 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2948998.500000 Penalty: 4845.472656
	Iteration 49Q: 3 clusters Score -2948998 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2949045.250000 Penalty: 4845.472656
	Iteration 50Q: 3 clusters Score -2949045 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2949111.500000 Penalty: 4845.472656
	Iteration 51Q: 3 clusters Score -2949112 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2949178.500000 Penalty: 4845.472656
	Iteration 52Q: 3 clusters Score -2949178 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2949228.250000 Penalty: 4845.472656
	Iteration 53Q: 3 clusters Score -2949228 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2949265.000000 Penalty: 4845.472656
	Iteration 54Q: 3 clusters Score -2949265 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2949324.250000 Penalty: 4845.472656
	Iteration 55Q: 3 clusters Score -2949324 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2949368.750000 Penalty: 4845.472656
	Iteration 56Q: 3 clusters Score -2949369 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2949423.000000 Penalty: 4845.472656
	Iteration 57Q: 3 clusters Score -2949423 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2949467.000000 Penalty: 4845.472656
	Iteration 58Q: 3 clusters Score -2949467 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2949528.500000 Penalty: 4845.472656
	Iteration 59Q: 3 clusters Score -2949528 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2949581.500000 Penalty: 4845.472656
	Iteration 60F: 3 clusters Score -2949582 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2949646.000000 Penalty: 4845.472656
	Iteration 61Q: 3 clusters Score -2949646 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2949709.750000 Penalty: 4845.472656
	Iteration 62Q: 3 clusters Score -2949710 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2949783.750000 Penalty: 4845.472656
	Iteration 63Q: 3 clusters Score -2949784 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2949843.500000 Penalty: 4845.472656
	Iteration 64Q: 3 clusters Score -2949844 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2949905.750000 Penalty: 4845.472656
	Iteration 65Q: 3 clusters Score -2949906 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2949944.000000 Penalty: 4845.472656
	Iteration 66Q: 3 clusters Score -2949944 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2949985.500000 Penalty: 4845.472656
	Iteration 67Q: 3 clusters Score -2949986 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2950043.250000 Penalty: 4845.472656
	Iteration 68Q: 3 clusters Score -2950043 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2950076.500000 Penalty: 4845.472656
	Iteration 69Q: 3 clusters Score -2950076 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2950121.750000 Penalty: 4845.472656
	Iteration 70Q: 3 clusters Score -2950122 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2950153.250000 Penalty: 4845.472656
	Iteration 71Q: 3 clusters Score -2950153 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2950182.250000 Penalty: 4845.472656
	Iteration 72Q: 3 clusters Score -2950182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2950200.750000 Penalty: 4845.472656
	Iteration 73Q: 3 clusters Score -2950201 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2950228.250000 Penalty: 4845.472656
	Iteration 74Q: 3 clusters Score -2950228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2950234.500000 Penalty: 4845.472656
	Iteration 75Q: 3 clusters Score -2950234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2950252.250000 Penalty: 4845.472656
	Iteration 76Q: 3 clusters Score -2950252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2950264.750000 Penalty: 4845.472656
	Iteration 77Q: 3 clusters Score -2950265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2950276.750000 Penalty: 4845.472656
	Iteration 78Q: 3 clusters Score -2950277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2950282.000000 Penalty: 4845.472656
	Iteration 79Q: 3 clusters Score -2950282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2950283.000000 Penalty: 4845.472656
	Iteration 80F: 3 clusters Score -2950283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2950294.750000 Penalty: 4845.472656
	Iteration 81Q: 3 clusters Score -2950295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2950295.750000 Penalty: 4845.472656
	Iteration 82Q: 3 clusters Score -2950296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2950300.500000 Penalty: 4845.472656
	Iteration 83Q: 3 clusters Score -2950300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2950305.500000 Penalty: 4845.472656
	Iteration 84Q: 3 clusters Score -2950306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2950303.000000 Penalty: 4845.472656
	Iteration 85Q: 3 clusters Score -2950303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2950301.500000 Penalty: 4845.472656
	Iteration 86Q: 3 clusters Score -2950302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2950304.500000 Penalty: 4845.472656
	Iteration 87Q: 3 clusters Score -2950304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2950300.500000 Penalty: 4845.472656
	Iteration 88Q: 3 clusters Score -2950300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2950305.500000 Penalty: 4845.472656
	Iteration 89Q: 3 clusters Score -2950306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2950311.000000 Penalty: 4845.472656
	Iteration 90Q: 3 clusters Score -2950311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2950313.250000 Penalty: 4845.472656
	Iteration 91Q: 3 clusters Score -2950313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2950312.000000 Penalty: 4845.472656
	Iteration 92Q: 3 clusters Score -2950312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2950313.000000 Penalty: 4845.472656
	Iteration 93Q: 3 clusters Score -2950313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2950312.750000 Penalty: 4845.472656
	Iteration 94Q: 3 clusters Score -2950313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2950319.000000 Penalty: 4845.472656
	Iteration 95Q: 3 clusters Score -2950319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2950323.500000 Penalty: 4845.472656
	Iteration 96Q: 3 clusters Score -2950324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2950325.000000 Penalty: 4845.472656
	Iteration 97Q: 3 clusters Score -2950325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2950327.750000 Penalty: 4845.472656
	Iteration 98Q: 3 clusters Score -2950328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2950327.250000 Penalty: 4845.472656
	Iteration 99Q: 3 clusters Score -2950327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2950332.000000 Penalty: 4845.472656
	Iteration 100F: 3 clusters Score -2950332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2950330.750000 Penalty: 4845.472656
	Iteration 101Q: 3 clusters Score -2950331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2950329.750000 Penalty: 4845.472656
	Iteration 102Q: 3 clusters Score -2950330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2950332.500000 Penalty: 4845.472656
	Iteration 103Q: 3 clusters Score -2950332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2950330.750000 Penalty: 4845.472656
	Iteration 104Q: 3 clusters Score -2950331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2950330.500000 Penalty: 4845.472656
	Iteration 105Q: 3 clusters Score -2950330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2950330.500000 Penalty: 4845.472656
	Iteration 106Q: 3 clusters Score -2950330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2950330.500000 Penalty: 4845.472656
	Iteration 107Q: 3 clusters Score -2950330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2950331.500000 Penalty: 4845.472656
	Iteration 108Q: 3 clusters Score -2950332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2950331.500000 Penalty: 4845.472656
	Iteration 109F: 3 clusters Score -2950332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Entering Unmasked Estep 
Score: -3235308.000000 Penalty: 2460.135742
	Iteration 0F: 2 clusters Score -3235308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -3221081.500000 Penalty: 4920.271484
	Iteration 0F: 3 clusters Score -3221082 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -3226108.750000 Penalty: 4920.271484
	Iteration 1F: 3 clusters Score -3226109 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3226779.500000 Penalty: 4920.271484
	Iteration 2F: 3 clusters Score -3226780 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -3227406.500000 Penalty: 4920.271484
	Iteration 3F: 3 clusters Score -3227406 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -3228097.250000 Penalty: 4920.271484
	Iteration 4F: 3 clusters Score -3228097 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3228845.500000 Penalty: 4920.271484
	Iteration 5F: 3 clusters Score -3228846 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -3229620.250000 Penalty: 4920.271484
	Iteration 6F: 3 clusters Score -3229620 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -3230376.000000 Penalty: 4920.271484
	Iteration 7F: 3 clusters Score -3230376 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3231117.750000 Penalty: 4920.271484
	Iteration 8Q: 3 clusters Score -3231118 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3231673.500000 Penalty: 4920.271484
	Iteration 9Q: 3 clusters Score -3231674 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3232041.250000 Penalty: 4920.271484
	Iteration 10Q: 3 clusters Score -3232041 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -3232253.000000 Penalty: 4920.271484
	Iteration 11Q: 3 clusters Score -3232253 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3232438.750000 Penalty: 4920.271484
	Iteration 12Q: 3 clusters Score -3232439 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -3232560.500000 Penalty: 4920.271484
	Iteration 13Q: 3 clusters Score -3232560 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -3232657.750000 Penalty: 4920.271484
	Iteration 14Q: 3 clusters Score -3232658 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3232741.750000 Penalty: 4920.271484
	Iteration 15Q: 3 clusters Score -3232742 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -3232796.250000 Penalty: 4920.271484
	Iteration 16Q: 3 clusters Score -3232796 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3232868.000000 Penalty: 4920.271484
	Iteration 17Q: 3 clusters Score -3232868 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -3232921.000000 Penalty: 4920.271484
	Iteration 18Q: 3 clusters Score -3232921 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -3232960.250000 Penalty: 4920.271484
	Iteration 19Q: 3 clusters Score -3232960 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -3233026.000000 Penalty: 4920.271484
	Iteration 20F: 3 clusters Score -3233026 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -3233080.000000 Penalty: 4920.271484
	Iteration 21Q: 3 clusters Score -3233080 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -3233146.250000 Penalty: 4920.271484
	Iteration 22Q: 3 clusters Score -3233146 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -3233181.750000 Penalty: 4920.271484
	Iteration 23Q: 3 clusters Score -3233182 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -3233245.750000 Penalty: 4920.271484
	Iteration 24Q: 3 clusters Score -3233246 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -3233297.250000 Penalty: 4920.271484
	Iteration 25Q: 3 clusters Score -3233297 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -3233332.500000 Penalty: 4920.271484
	Iteration 26Q: 3 clusters Score -3233332 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -3233363.500000 Penalty: 4920.271484
	Iteration 27Q: 3 clusters Score -3233364 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -3233409.000000 Penalty: 4920.271484
	Iteration 28Q: 3 clusters Score -3233409 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -3233450.250000 Penalty: 4920.271484
	Iteration 29Q: 3 clusters Score -3233450 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -3233468.000000 Penalty: 4920.271484
	Iteration 30Q: 3 clusters Score -3233468 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -3233488.500000 Penalty: 4920.271484
	Iteration 31Q: 3 clusters Score -3233488 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -3233507.250000 Penalty: 4920.271484
	Iteration 32Q: 3 clusters Score -3233507 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -3233538.750000 Penalty: 4920.271484
	Iteration 33Q: 3 clusters Score -3233539 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -3233566.000000 Penalty: 4920.271484
	Iteration 34Q: 3 clusters Score -3233566 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -3233587.500000 Penalty: 4920.271484
	Iteration 35Q: 3 clusters Score -3233588 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -3233612.250000 Penalty: 4920.271484
	Iteration 36Q: 3 clusters Score -3233612 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -3233636.250000 Penalty: 4920.271484
	Iteration 37Q: 3 clusters Score -3233636 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -3233653.000000 Penalty: 4920.271484
	Iteration 38Q: 3 clusters Score -3233653 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -3233666.750000 Penalty: 4920.271484
	Iteration 39Q: 3 clusters Score -3233667 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -3233682.000000 Penalty: 4920.271484
	Iteration 40F: 3 clusters Score -3233682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -3233689.000000 Penalty: 4920.271484
	Iteration 41Q: 3 clusters Score -3233689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3233705.500000 Penalty: 4920.271484
	Iteration 42Q: 3 clusters Score -3233706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -3233720.750000 Penalty: 4920.271484
	Iteration 43Q: 3 clusters Score -3233721 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -3233728.500000 Penalty: 4920.271484
	Iteration 44Q: 3 clusters Score -3233728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -3233731.000000 Penalty: 4920.271484
	Iteration 45Q: 3 clusters Score -3233731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -3233743.500000 Penalty: 4920.271484
	Iteration 46Q: 3 clusters Score -3233744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3233740.250000 Penalty: 4920.271484
	Iteration 47Q: 3 clusters Score -3233740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -3233753.250000 Penalty: 4920.271484
	Iteration 48Q: 3 clusters Score -3233753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -3233764.250000 Penalty: 4920.271484
	Iteration 49Q: 3 clusters Score -3233764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -3233761.500000 Penalty: 4920.271484
	Iteration 50Q: 3 clusters Score -3233762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -3233766.750000 Penalty: 4920.271484
	Iteration 51Q: 3 clusters Score -3233767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -3233770.000000 Penalty: 4920.271484
	Iteration 52Q: 3 clusters Score -3233770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -3233785.000000 Penalty: 4920.271484
	Iteration 53Q: 3 clusters Score -3233785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3233792.500000 Penalty: 4920.271484
	Iteration 54Q: 3 clusters Score -3233792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -3233793.750000 Penalty: 4920.271484
	Iteration 55Q: 3 clusters Score -3233794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -3233793.500000 Penalty: 4920.271484
	Iteration 56Q: 3 clusters Score -3233794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -3233800.000000 Penalty: 4920.271484
	Iteration 57Q: 3 clusters Score -3233800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3233800.500000 Penalty: 4920.271484
	Iteration 58Q: 3 clusters Score -3233800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -3233804.500000 Penalty: 4920.271484
	Iteration 59Q: 3 clusters Score -3233804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -3233815.250000 Penalty: 4920.271484
	Iteration 60F: 3 clusters Score -3233815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -3233813.250000 Penalty: 4920.271484
	Iteration 61Q: 3 clusters Score -3233813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -3233820.750000 Penalty: 4920.271484
	Iteration 62Q: 3 clusters Score -3233821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -3233825.750000 Penalty: 4920.271484
	Iteration 63Q: 3 clusters Score -3233826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3233821.500000 Penalty: 4920.271484
	Iteration 64Q: 3 clusters Score -3233822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -3233828.500000 Penalty: 4920.271484
	Iteration 65Q: 3 clusters Score -3233828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -3233831.750000 Penalty: 4920.271484
	Iteration 66Q: 3 clusters Score -3233832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -3233841.250000 Penalty: 4920.271484
	Iteration 67Q: 3 clusters Score -3233841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -3233840.750000 Penalty: 4920.271484
	Iteration 68Q: 3 clusters Score -3233841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -3233840.500000 Penalty: 4920.271484
	Iteration 69Q: 3 clusters Score -3233840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -3233842.250000 Penalty: 4920.271484
	Iteration 70Q: 3 clusters Score -3233842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -3233844.750000 Penalty: 4920.271484
	Iteration 71Q: 3 clusters Score -3233845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -3233847.750000 Penalty: 4920.271484
	Iteration 72Q: 3 clusters Score -3233848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -3233847.750000 Penalty: 4920.271484
	Iteration 73Q: 3 clusters Score -3233848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -3233846.750000 Penalty: 4920.271484
	Iteration 74Q: 3 clusters Score -3233847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -3233845.000000 Penalty: 4920.271484
	Iteration 75Q: 3 clusters Score -3233845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -3233848.500000 Penalty: 4920.271484
	Iteration 76Q: 3 clusters Score -3233848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -3233843.750000 Penalty: 4920.271484
	Iteration 77Q: 3 clusters Score -3233844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -3233842.750000 Penalty: 4920.271484
	Iteration 78Q: 3 clusters Score -3233843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -3233842.750000 Penalty: 4920.271484
	Iteration 79F: 3 clusters Score -3233843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Entering Unmasked Estep 
Score: -945470.312500 Penalty: 2140.192139
	Iteration 0F: 2 clusters Score -945470.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -940587.250000 Penalty: 4280.384277
	Iteration 0F: 3 clusters Score -940587.2 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -941955.812500 Penalty: 4280.384277
	Iteration 1F: 3 clusters Score -941955.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -942328.687500 Penalty: 4280.384277
	Iteration 2F: 3 clusters Score -942328.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -942675.312500 Penalty: 4280.384277
	Iteration 3F: 3 clusters Score -942675.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -942990.187500 Penalty: 4280.384277
	Iteration 4F: 3 clusters Score -942990.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -943286.187500 Penalty: 4280.384277
	Iteration 5F: 3 clusters Score -943286.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -943574.125000 Penalty: 4280.384277
	Iteration 6F: 3 clusters Score -943574.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -943905.375000 Penalty: 4280.384277
	Iteration 7Q: 3 clusters Score -943905.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -944190.125000 Penalty: 4280.384277
	Iteration 8Q: 3 clusters Score -944190.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -944376.250000 Penalty: 4280.384277
	Iteration 9Q: 3 clusters Score -944376.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -944469.125000 Penalty: 4280.384277
	Iteration 10Q: 3 clusters Score -944469.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -944540.500000 Penalty: 4280.384277
	Iteration 11Q: 3 clusters Score -944540.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -944590.562500 Penalty: 4280.384277
	Iteration 12Q: 3 clusters Score -944590.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -944626.750000 Penalty: 4280.384277
	Iteration 13Q: 3 clusters Score -944626.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -944661.812500 Penalty: 4280.384277
	Iteration 14Q: 3 clusters Score -944661.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -944686.875000 Penalty: 4280.384277
	Iteration 15Q: 3 clusters Score -944686.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -944701.500000 Penalty: 4280.384277
	Iteration 16Q: 3 clusters Score -944701.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -944710.625000 Penalty: 4280.384277
	Iteration 17Q: 3 clusters Score -944710.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -944716.500000 Penalty: 4280.384277
	Iteration 18Q: 3 clusters Score -944716.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -944723.500000 Penalty: 4280.384277
	Iteration 19Q: 3 clusters Score -944723.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -944728.687500 Penalty: 4280.384277
	Iteration 20F: 3 clusters Score -944728.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -944738.937500 Penalty: 4280.384277
	Iteration 21Q: 3 clusters Score -944738.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -944744.000000 Penalty: 4280.384277
	Iteration 22Q: 3 clusters Score -944744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -944748.437500 Penalty: 4280.384277
	Iteration 23Q: 3 clusters Score -944748.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -944753.437500 Penalty: 4280.384277
	Iteration 24Q: 3 clusters Score -944753.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -944755.750000 Penalty: 4280.384277
	Iteration 25Q: 3 clusters Score -944755.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -944756.375000 Penalty: 4280.384277
	Iteration 26Q: 3 clusters Score -944756.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -944757.750000 Penalty: 4280.384277
	Iteration 27Q: 3 clusters Score -944757.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -944760.500000 Penalty: 4280.384277
	Iteration 28Q: 3 clusters Score -944760.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -944760.187500 Penalty: 4280.384277
	Iteration 29Q: 3 clusters Score -944760.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -944759.500000 Penalty: 4280.384277
	Iteration 30Q: 3 clusters Score -944759.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -944763.125000 Penalty: 4280.384277
	Iteration 31Q: 3 clusters Score -944763.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -944763.437500 Penalty: 4280.384277
	Iteration 32Q: 3 clusters Score -944763.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -944763.437500 Penalty: 4280.384277
	Iteration 33Q: 3 clusters Score -944763.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -944764.375000 Penalty: 4280.384277
	Iteration 34Q: 3 clusters Score -944764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -944767.125000 Penalty: 4280.384277
	Iteration 35Q: 3 clusters Score -944767.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -944765.250000 Penalty: 4280.384277
	Iteration 36Q: 3 clusters Score -944765.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -944770.812500 Penalty: 4280.384277
	Iteration 37Q: 3 clusters Score -944770.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -944773.750000 Penalty: 4280.384277
	Iteration 38Q: 3 clusters Score -944773.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -944773.687500 Penalty: 4280.384277
	Iteration 39Q: 3 clusters Score -944773.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -944776.875000 Penalty: 4280.384277
	Iteration 40F: 3 clusters Score -944776.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -944779.562500 Penalty: 4280.384277
	Iteration 41Q: 3 clusters Score -944779.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -944782.625000 Penalty: 4280.384277
	Iteration 42Q: 3 clusters Score -944782.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -944785.250000 Penalty: 4280.384277
	Iteration 43Q: 3 clusters Score -944785.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -944786.625000 Penalty: 4280.384277
	Iteration 44Q: 3 clusters Score -944786.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -944789.375000 Penalty: 4280.384277
	Iteration 45Q: 3 clusters Score -944789.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -944789.937500 Penalty: 4280.384277
	Iteration 46Q: 3 clusters Score -944789.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -944789.375000 Penalty: 4280.384277
	Iteration 47Q: 3 clusters Score -944789.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -944794.812500 Penalty: 4280.384277
	Iteration 48Q: 3 clusters Score -944794.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -944794.750000 Penalty: 4280.384277
	Iteration 49Q: 3 clusters Score -944794.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -944794.750000 Penalty: 4280.384277
	Iteration 50F: 3 clusters Score -944794.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Entering Unmasked Estep 
Score: -759292.812500 Penalty: 2087.891846
	Iteration 0F: 2 clusters Score -759292.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -755075.062500 Penalty: 4175.783691
	Iteration 0F: 3 clusters Score -755075.1 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -756059.562500 Penalty: 4175.783691
	Iteration 1F: 3 clusters Score -756059.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -756301.750000 Penalty: 4175.783691
	Iteration 2F: 3 clusters Score -756301.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -756462.625000 Penalty: 4175.783691
	Iteration 3F: 3 clusters Score -756462.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -756601.937500 Penalty: 4175.783691
	Iteration 4Q: 3 clusters Score -756601.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -756730.812500 Penalty: 4175.783691
	Iteration 5Q: 3 clusters Score -756730.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -756862.187500 Penalty: 4175.783691
	Iteration 6Q: 3 clusters Score -756862.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -756985.500000 Penalty: 4175.783691
	Iteration 7Q: 3 clusters Score -756985.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -757084.062500 Penalty: 4175.783691
	Iteration 8Q: 3 clusters Score -757084.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -757168.000000 Penalty: 4175.783691
	Iteration 9Q: 3 clusters Score -757168 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -757254.562500 Penalty: 4175.783691
	Iteration 10Q: 3 clusters Score -757254.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -757334.625000 Penalty: 4175.783691
	Iteration 11Q: 3 clusters Score -757334.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -757405.812500 Penalty: 4175.783691
	Iteration 12Q: 3 clusters Score -757405.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -757486.375000 Penalty: 4175.783691
	Iteration 13Q: 3 clusters Score -757486.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -757555.750000 Penalty: 4175.783691
	Iteration 14Q: 3 clusters Score -757555.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -757637.562500 Penalty: 4175.783691
	Iteration 15Q: 3 clusters Score -757637.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -757706.125000 Penalty: 4175.783691
	Iteration 16Q: 3 clusters Score -757706.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -757776.375000 Penalty: 4175.783691
	Iteration 17Q: 3 clusters Score -757776.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -757843.500000 Penalty: 4175.783691
	Iteration 18Q: 3 clusters Score -757843.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -757908.625000 Penalty: 4175.783691
	Iteration 19Q: 3 clusters Score -757908.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -757971.875000 Penalty: 4175.783691
	Iteration 20F: 3 clusters Score -757971.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -758035.437500 Penalty: 4175.783691
	Iteration 21Q: 3 clusters Score -758035.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -758111.000000 Penalty: 4175.783691
	Iteration 22Q: 3 clusters Score -758111 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -758189.187500 Penalty: 4175.783691
	Iteration 23Q: 3 clusters Score -758189.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -758270.937500 Penalty: 4175.783691
	Iteration 24Q: 3 clusters Score -758270.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -758331.812500 Penalty: 4175.783691
	Iteration 25Q: 3 clusters Score -758331.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -758388.250000 Penalty: 4175.783691
	Iteration 26Q: 3 clusters Score -758388.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -758419.437500 Penalty: 4175.783691
	Iteration 27Q: 3 clusters Score -758419.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -758441.312500 Penalty: 4175.783691
	Iteration 28Q: 3 clusters Score -758441.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -758451.062500 Penalty: 4175.783691
	Iteration 29Q: 3 clusters Score -758451.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -758461.750000 Penalty: 4175.783691
	Iteration 30Q: 3 clusters Score -758461.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -758468.187500 Penalty: 4175.783691
	Iteration 31Q: 3 clusters Score -758468.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -758470.562500 Penalty: 4175.783691
	Iteration 32Q: 3 clusters Score -758470.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -758471.937500 Penalty: 4175.783691
	Iteration 33Q: 3 clusters Score -758471.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -758475.250000 Penalty: 4175.783691
	Iteration 34Q: 3 clusters Score -758475.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -758476.687500 Penalty: 4175.783691
	Iteration 35Q: 3 clusters Score -758476.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -758479.875000 Penalty: 4175.783691
	Iteration 36Q: 3 clusters Score -758479.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -758483.500000 Penalty: 4175.783691
	Iteration 37Q: 3 clusters Score -758483.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -758484.312500 Penalty: 4175.783691
	Iteration 38Q: 3 clusters Score -758484.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -758484.187500 Penalty: 4175.783691
	Iteration 39Q: 3 clusters Score -758484.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -758486.250000 Penalty: 4175.783691
	Iteration 40F: 3 clusters Score -758486.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -758489.000000 Penalty: 4175.783691
	Iteration 41Q: 3 clusters Score -758489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -758492.312500 Penalty: 4175.783691
	Iteration 42Q: 3 clusters Score -758492.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -758491.812500 Penalty: 4175.783691
	Iteration 43Q: 3 clusters Score -758491.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -758491.875000 Penalty: 4175.783691
	Iteration 44Q: 3 clusters Score -758491.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -758491.875000 Penalty: 4175.783691
	Iteration 45F: 3 clusters Score -758491.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Entering Unmasked Estep 
Score: -597384.062500 Penalty: 2027.466064
	Iteration 0F: 2 clusters Score -597384.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -593767.750000 Penalty: 4054.932129
	Iteration 0F: 3 clusters Score -593767.8 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -594539.062500 Penalty: 4054.932129
	Iteration 1F: 3 clusters Score -594539.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -594737.125000 Penalty: 4054.932129
	Iteration 2F: 3 clusters Score -594737.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -594845.437500 Penalty: 4054.932129
	Iteration 3Q: 3 clusters Score -594845.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -594918.500000 Penalty: 4054.932129
	Iteration 4Q: 3 clusters Score -594918.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -594991.187500 Penalty: 4054.932129
	Iteration 5Q: 3 clusters Score -594991.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -595063.125000 Penalty: 4054.932129
	Iteration 6Q: 3 clusters Score -595063.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -595122.937500 Penalty: 4054.932129
	Iteration 7Q: 3 clusters Score -595122.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -595162.500000 Penalty: 4054.932129
	Iteration 8Q: 3 clusters Score -595162.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -595193.812500 Penalty: 4054.932129
	Iteration 9Q: 3 clusters Score -595193.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -595225.437500 Penalty: 4054.932129
	Iteration 10Q: 3 clusters Score -595225.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -595249.125000 Penalty: 4054.932129
	Iteration 11Q: 3 clusters Score -595249.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -595266.000000 Penalty: 4054.932129
	Iteration 12Q: 3 clusters Score -595266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -595285.687500 Penalty: 4054.932129
	Iteration 13Q: 3 clusters Score -595285.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -595304.500000 Penalty: 4054.932129
	Iteration 14Q: 3 clusters Score -595304.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -595320.437500 Penalty: 4054.932129
	Iteration 15Q: 3 clusters Score -595320.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -595333.312500 Penalty: 4054.932129
	Iteration 16Q: 3 clusters Score -595333.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -595343.500000 Penalty: 4054.932129
	Iteration 17Q: 3 clusters Score -595343.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -595352.250000 Penalty: 4054.932129
	Iteration 18Q: 3 clusters Score -595352.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -595361.812500 Penalty: 4054.932129
	Iteration 19Q: 3 clusters Score -595361.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -595373.687500 Penalty: 4054.932129
	Iteration 20F: 3 clusters Score -595373.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -595386.562500 Penalty: 4054.932129
	Iteration 21Q: 3 clusters Score -595386.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -595398.187500 Penalty: 4054.932129
	Iteration 22Q: 3 clusters Score -595398.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -595412.250000 Penalty: 4054.932129
	Iteration 23Q: 3 clusters Score -595412.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -595422.125000 Penalty: 4054.932129
	Iteration 24Q: 3 clusters Score -595422.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -595430.937500 Penalty: 4054.932129
	Iteration 25Q: 3 clusters Score -595430.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -595434.562500 Penalty: 4054.932129
	Iteration 26Q: 3 clusters Score -595434.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -595438.437500 Penalty: 4054.932129
	Iteration 27Q: 3 clusters Score -595438.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -595440.437500 Penalty: 4054.932129
	Iteration 28Q: 3 clusters Score -595440.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -595442.687500 Penalty: 4054.932129
	Iteration 29Q: 3 clusters Score -595442.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -595446.875000 Penalty: 4054.932129
	Iteration 30Q: 3 clusters Score -595446.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -595448.812500 Penalty: 4054.932129
	Iteration 31Q: 3 clusters Score -595448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -595449.875000 Penalty: 4054.932129
	Iteration 32Q: 3 clusters Score -595449.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -595451.687500 Penalty: 4054.932129
	Iteration 33Q: 3 clusters Score -595451.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -595451.375000 Penalty: 4054.932129
	Iteration 34Q: 3 clusters Score -595451.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -595452.437500 Penalty: 4054.932129
	Iteration 35Q: 3 clusters Score -595452.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -595452.437500 Penalty: 4054.932129
	Iteration 36Q: 3 clusters Score -595452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -595453.000000 Penalty: 4054.932129
	Iteration 37Q: 3 clusters Score -595453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -595453.000000 Penalty: 4054.932129
	Iteration 38F: 3 clusters Score -595453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Entering Unmasked Estep 
Score: -1070224.625000 Penalty: 2174.606445
	Iteration 0F: 2 clusters Score -1070225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1064771.000000 Penalty: 4349.212891
	Iteration 0F: 3 clusters Score -1064771 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1066174.000000 Penalty: 4349.212891
	Iteration 1F: 3 clusters Score -1066174 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1066431.000000 Penalty: 4349.212891
	Iteration 2F: 3 clusters Score -1066431 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1066610.375000 Penalty: 4349.212891
	Iteration 3Q: 3 clusters Score -1066610 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1066774.875000 Penalty: 4349.212891
	Iteration 4Q: 3 clusters Score -1066775 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1066891.375000 Penalty: 4349.212891
	Iteration 5Q: 3 clusters Score -1066891 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1066991.375000 Penalty: 4349.212891
	Iteration 6Q: 3 clusters Score -1066991 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1067095.250000 Penalty: 4349.212891
	Iteration 7Q: 3 clusters Score -1067095 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1067215.375000 Penalty: 4349.212891
	Iteration 8Q: 3 clusters Score -1067215 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1067314.000000 Penalty: 4349.212891
	Iteration 9Q: 3 clusters Score -1067314 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1067412.000000 Penalty: 4349.212891
	Iteration 10Q: 3 clusters Score -1067412 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1067516.250000 Penalty: 4349.212891
	Iteration 11Q: 3 clusters Score -1067516 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1067625.625000 Penalty: 4349.212891
	Iteration 12Q: 3 clusters Score -1067626 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1067745.125000 Penalty: 4349.212891
	Iteration 13Q: 3 clusters Score -1067745 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1067853.500000 Penalty: 4349.212891
	Iteration 14Q: 3 clusters Score -1067854 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1067948.125000 Penalty: 4349.212891
	Iteration 15Q: 3 clusters Score -1067948 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1068006.625000 Penalty: 4349.212891
	Iteration 16Q: 3 clusters Score -1068007 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1068049.500000 Penalty: 4349.212891
	Iteration 17Q: 3 clusters Score -1068050 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1068093.125000 Penalty: 4349.212891
	Iteration 18Q: 3 clusters Score -1068093 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1068126.625000 Penalty: 4349.212891
	Iteration 19Q: 3 clusters Score -1068127 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1068160.125000 Penalty: 4349.212891
	Iteration 20F: 3 clusters Score -1068160 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1068197.250000 Penalty: 4349.212891
	Iteration 21Q: 3 clusters Score -1068197 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1068232.125000 Penalty: 4349.212891
	Iteration 22Q: 3 clusters Score -1068232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1068265.750000 Penalty: 4349.212891
	Iteration 23Q: 3 clusters Score -1068266 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1068296.750000 Penalty: 4349.212891
	Iteration 24Q: 3 clusters Score -1068297 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1068331.750000 Penalty: 4349.212891
	Iteration 25Q: 3 clusters Score -1068332 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1068377.500000 Penalty: 4349.212891
	Iteration 26Q: 3 clusters Score -1068378 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1068423.000000 Penalty: 4349.212891
	Iteration 27Q: 3 clusters Score -1068423 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1068464.750000 Penalty: 4349.212891
	Iteration 28Q: 3 clusters Score -1068465 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1068491.875000 Penalty: 4349.212891
	Iteration 29Q: 3 clusters Score -1068492 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1068516.750000 Penalty: 4349.212891
	Iteration 30Q: 3 clusters Score -1068517 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1068536.750000 Penalty: 4349.212891
	Iteration 31Q: 3 clusters Score -1068537 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1068560.500000 Penalty: 4349.212891
	Iteration 32Q: 3 clusters Score -1068560 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1068594.000000 Penalty: 4349.212891
	Iteration 33Q: 3 clusters Score -1068594 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1068646.250000 Penalty: 4349.212891
	Iteration 34Q: 3 clusters Score -1068646 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1068713.375000 Penalty: 4349.212891
	Iteration 35Q: 3 clusters Score -1068713 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1068796.375000 Penalty: 4349.212891
	Iteration 36Q: 3 clusters Score -1068796 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1068861.375000 Penalty: 4349.212891
	Iteration 37Q: 3 clusters Score -1068861 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1068905.125000 Penalty: 4349.212891
	Iteration 38Q: 3 clusters Score -1068905 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1068928.500000 Penalty: 4349.212891
	Iteration 39Q: 3 clusters Score -1068928 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1068947.000000 Penalty: 4349.212891
	Iteration 40F: 3 clusters Score -1068947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1068954.625000 Penalty: 4349.212891
	Iteration 41Q: 3 clusters Score -1068955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1068963.125000 Penalty: 4349.212891
	Iteration 42Q: 3 clusters Score -1068963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1068969.250000 Penalty: 4349.212891
	Iteration 43Q: 3 clusters Score -1068969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1068975.500000 Penalty: 4349.212891
	Iteration 44Q: 3 clusters Score -1068976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1068973.625000 Penalty: 4349.212891
	Iteration 45Q: 3 clusters Score -1068974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1068976.625000 Penalty: 4349.212891
	Iteration 46Q: 3 clusters Score -1068977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1068977.000000 Penalty: 4349.212891
	Iteration 47Q: 3 clusters Score -1068977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1068975.750000 Penalty: 4349.212891
	Iteration 48Q: 3 clusters Score -1068976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1068976.000000 Penalty: 4349.212891
	Iteration 49Q: 3 clusters Score -1068976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1068975.625000 Penalty: 4349.212891
	Iteration 50Q: 3 clusters Score -1068976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1068975.625000 Penalty: 4349.212891
	Iteration 51F: 3 clusters Score -1068976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Entering Unmasked Estep 
Score: -1285444.250000 Penalty: 2204.274658
	Iteration 0F: 2 clusters Score -1285444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1279499.375000 Penalty: 4408.549316
	Iteration 0F: 3 clusters Score -1279499 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1281035.125000 Penalty: 4408.549316
	Iteration 1F: 3 clusters Score -1281035 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1281266.125000 Penalty: 4408.549316
	Iteration 2F: 3 clusters Score -1281266 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1281404.375000 Penalty: 4408.549316
	Iteration 3Q: 3 clusters Score -1281404 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1281505.875000 Penalty: 4408.549316
	Iteration 4Q: 3 clusters Score -1281506 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1281586.375000 Penalty: 4408.549316
	Iteration 5Q: 3 clusters Score -1281586 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1281646.000000 Penalty: 4408.549316
	Iteration 6Q: 3 clusters Score -1281646 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1281698.750000 Penalty: 4408.549316
	Iteration 7Q: 3 clusters Score -1281699 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1281739.000000 Penalty: 4408.549316
	Iteration 8Q: 3 clusters Score -1281739 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1281778.625000 Penalty: 4408.549316
	Iteration 9Q: 3 clusters Score -1281779 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1281830.875000 Penalty: 4408.549316
	Iteration 10Q: 3 clusters Score -1281831 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1281889.625000 Penalty: 4408.549316
	Iteration 11Q: 3 clusters Score -1281890 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1281952.750000 Penalty: 4408.549316
	Iteration 12Q: 3 clusters Score -1281953 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1282031.125000 Penalty: 4408.549316
	Iteration 13Q: 3 clusters Score -1282031 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1282113.375000 Penalty: 4408.549316
	Iteration 14Q: 3 clusters Score -1282113 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1282204.375000 Penalty: 4408.549316
	Iteration 15Q: 3 clusters Score -1282204 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1282318.875000 Penalty: 4408.549316
	Iteration 16Q: 3 clusters Score -1282319 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1282454.125000 Penalty: 4408.549316
	Iteration 17Q: 3 clusters Score -1282454 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1282608.250000 Penalty: 4408.549316
	Iteration 18Q: 3 clusters Score -1282608 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1282757.375000 Penalty: 4408.549316
	Iteration 19Q: 3 clusters Score -1282757 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1282893.000000 Penalty: 4408.549316
	Iteration 20F: 3 clusters Score -1282893 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1283007.375000 Penalty: 4408.549316
	Iteration 21Q: 3 clusters Score -1283007 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1283100.125000 Penalty: 4408.549316
	Iteration 22Q: 3 clusters Score -1283100 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1283172.375000 Penalty: 4408.549316
	Iteration 23Q: 3 clusters Score -1283172 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1283234.125000 Penalty: 4408.549316
	Iteration 24Q: 3 clusters Score -1283234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1283271.875000 Penalty: 4408.549316
	Iteration 25Q: 3 clusters Score -1283272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1283314.375000 Penalty: 4408.549316
	Iteration 26Q: 3 clusters Score -1283314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1283356.875000 Penalty: 4408.549316
	Iteration 27Q: 3 clusters Score -1283357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1283388.250000 Penalty: 4408.549316
	Iteration 28Q: 3 clusters Score -1283388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1283411.125000 Penalty: 4408.549316
	Iteration 29Q: 3 clusters Score -1283411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1283433.750000 Penalty: 4408.549316
	Iteration 30Q: 3 clusters Score -1283434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1283450.750000 Penalty: 4408.549316
	Iteration 31Q: 3 clusters Score -1283451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1283459.500000 Penalty: 4408.549316
	Iteration 32Q: 3 clusters Score -1283460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1283462.875000 Penalty: 4408.549316
	Iteration 33Q: 3 clusters Score -1283463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1283462.875000 Penalty: 4408.549316
	Iteration 34F: 3 clusters Score -1283463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Entering Unmasked Estep 
Score: -2016741.875000 Penalty: 2336.570068
	Iteration 0F: 2 clusters Score -2016742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2007559.250000 Penalty: 4673.140137
	Iteration 0F: 3 clusters Score -2007559 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2010378.750000 Penalty: 4673.140137
	Iteration 1F: 3 clusters Score -2010379 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2010748.750000 Penalty: 4673.140137
	Iteration 2F: 3 clusters Score -2010749 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2011058.125000 Penalty: 4673.140137
	Iteration 3F: 3 clusters Score -2011058 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2011351.125000 Penalty: 4673.140137
	Iteration 4Q: 3 clusters Score -2011351 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2011660.750000 Penalty: 4673.140137
	Iteration 5Q: 3 clusters Score -2011661 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2011924.125000 Penalty: 4673.140137
	Iteration 6Q: 3 clusters Score -2011924 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2012171.125000 Penalty: 4673.140137
	Iteration 7Q: 3 clusters Score -2012171 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2012420.250000 Penalty: 4673.140137
	Iteration 8Q: 3 clusters Score -2012420 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2012663.000000 Penalty: 4673.140137
	Iteration 9Q: 3 clusters Score -2012663 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2012915.375000 Penalty: 4673.140137
	Iteration 10Q: 3 clusters Score -2012915 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2013217.625000 Penalty: 4673.140137
	Iteration 11Q: 3 clusters Score -2013218 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2013529.750000 Penalty: 4673.140137
	Iteration 12Q: 3 clusters Score -2013530 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2013800.500000 Penalty: 4673.140137
	Iteration 13Q: 3 clusters Score -2013800 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2013986.000000 Penalty: 4673.140137
	Iteration 14Q: 3 clusters Score -2013986 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2014132.375000 Penalty: 4673.140137
	Iteration 15Q: 3 clusters Score -2014132 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2014230.375000 Penalty: 4673.140137
	Iteration 16Q: 3 clusters Score -2014230 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2014309.250000 Penalty: 4673.140137
	Iteration 17Q: 3 clusters Score -2014309 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2014372.125000 Penalty: 4673.140137
	Iteration 18Q: 3 clusters Score -2014372 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2014421.375000 Penalty: 4673.140137
	Iteration 19Q: 3 clusters Score -2014421 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2014456.500000 Penalty: 4673.140137
	Iteration 20F: 3 clusters Score -2014456 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2014487.000000 Penalty: 4673.140137
	Iteration 21Q: 3 clusters Score -2014487 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2014519.125000 Penalty: 4673.140137
	Iteration 22Q: 3 clusters Score -2014519 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2014538.875000 Penalty: 4673.140137
	Iteration 23Q: 3 clusters Score -2014539 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2014563.375000 Penalty: 4673.140137
	Iteration 24Q: 3 clusters Score -2014563 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2014583.750000 Penalty: 4673.140137
	Iteration 25Q: 3 clusters Score -2014584 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2014609.625000 Penalty: 4673.140137
	Iteration 26Q: 3 clusters Score -2014610 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2014633.750000 Penalty: 4673.140137
	Iteration 27Q: 3 clusters Score -2014634 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2014659.375000 Penalty: 4673.140137
	Iteration 28Q: 3 clusters Score -2014659 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2014686.500000 Penalty: 4673.140137
	Iteration 29Q: 3 clusters Score -2014686 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2014716.250000 Penalty: 4673.140137
	Iteration 30Q: 3 clusters Score -2014716 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2014738.625000 Penalty: 4673.140137
	Iteration 31Q: 3 clusters Score -2014739 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2014779.250000 Penalty: 4673.140137
	Iteration 32Q: 3 clusters Score -2014779 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2014805.375000 Penalty: 4673.140137
	Iteration 33Q: 3 clusters Score -2014805 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2014829.625000 Penalty: 4673.140137
	Iteration 34Q: 3 clusters Score -2014830 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2014850.250000 Penalty: 4673.140137
	Iteration 35Q: 3 clusters Score -2014850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2014871.500000 Penalty: 4673.140137
	Iteration 36Q: 3 clusters Score -2014872 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2014890.375000 Penalty: 4673.140137
	Iteration 37Q: 3 clusters Score -2014890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2014912.250000 Penalty: 4673.140137
	Iteration 38Q: 3 clusters Score -2014912 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2014931.375000 Penalty: 4673.140137
	Iteration 39Q: 3 clusters Score -2014931 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2014950.875000 Penalty: 4673.140137
	Iteration 40F: 3 clusters Score -2014951 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2014962.625000 Penalty: 4673.140137
	Iteration 41Q: 3 clusters Score -2014963 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2014976.750000 Penalty: 4673.140137
	Iteration 42Q: 3 clusters Score -2014977 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2014991.750000 Penalty: 4673.140137
	Iteration 43Q: 3 clusters Score -2014992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2015005.875000 Penalty: 4673.140137
	Iteration 44Q: 3 clusters Score -2015006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2015018.875000 Penalty: 4673.140137
	Iteration 45Q: 3 clusters Score -2015019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2015026.125000 Penalty: 4673.140137
	Iteration 46Q: 3 clusters Score -2015026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2015032.750000 Penalty: 4673.140137
	Iteration 47Q: 3 clusters Score -2015033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2015039.250000 Penalty: 4673.140137
	Iteration 48Q: 3 clusters Score -2015039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2015041.500000 Penalty: 4673.140137
	Iteration 49Q: 3 clusters Score -2015042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2015050.250000 Penalty: 4673.140137
	Iteration 50Q: 3 clusters Score -2015050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2015055.375000 Penalty: 4673.140137
	Iteration 51Q: 3 clusters Score -2015055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2015063.500000 Penalty: 4673.140137
	Iteration 52Q: 3 clusters Score -2015064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2015065.625000 Penalty: 4673.140137
	Iteration 53Q: 3 clusters Score -2015066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2015073.500000 Penalty: 4673.140137
	Iteration 54Q: 3 clusters Score -2015074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2015077.000000 Penalty: 4673.140137
	Iteration 55Q: 3 clusters Score -2015077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2015083.125000 Penalty: 4673.140137
	Iteration 56Q: 3 clusters Score -2015083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2015089.500000 Penalty: 4673.140137
	Iteration 57Q: 3 clusters Score -2015090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2015092.500000 Penalty: 4673.140137
	Iteration 58Q: 3 clusters Score -2015092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2015098.625000 Penalty: 4673.140137
	Iteration 59Q: 3 clusters Score -2015099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2015101.500000 Penalty: 4673.140137
	Iteration 60F: 3 clusters Score -2015102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2015099.875000 Penalty: 4673.140137
	Iteration 61Q: 3 clusters Score -2015100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2015108.000000 Penalty: 4673.140137
	Iteration 62Q: 3 clusters Score -2015108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2015110.500000 Penalty: 4673.140137
	Iteration 63Q: 3 clusters Score -2015110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2015113.875000 Penalty: 4673.140137
	Iteration 64Q: 3 clusters Score -2015114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2015116.750000 Penalty: 4673.140137
	Iteration 65Q: 3 clusters Score -2015117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2015117.625000 Penalty: 4673.140137
	Iteration 66Q: 3 clusters Score -2015118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2015117.750000 Penalty: 4673.140137
	Iteration 67Q: 3 clusters Score -2015118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2015116.250000 Penalty: 4673.140137
	Iteration 68Q: 3 clusters Score -2015116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2015118.250000 Penalty: 4673.140137
	Iteration 69Q: 3 clusters Score -2015118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2015117.500000 Penalty: 4673.140137
	Iteration 70Q: 3 clusters Score -2015118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2015121.125000 Penalty: 4673.140137
	Iteration 71Q: 3 clusters Score -2015121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2015121.125000 Penalty: 4673.140137
	Iteration 72F: 3 clusters Score -2015121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -487698.531250 Penalty: 1978.025269
	Iteration 0F: 2 clusters Score -487698.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -484485.375000 Penalty: 3956.050537
	Iteration 0F: 3 clusters Score -484485.4 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -485098.500000 Penalty: 3956.050537
	Iteration 1F: 3 clusters Score -485098.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -485285.562500 Penalty: 3956.050537
	Iteration 2F: 3 clusters Score -485285.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -485416.656250 Penalty: 3956.050537
	Iteration 3F: 3 clusters Score -485416.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -485532.500000 Penalty: 3956.050537
	Iteration 4F: 3 clusters Score -485532.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -485643.968750 Penalty: 3956.050537
	Iteration 5Q: 3 clusters Score -485644 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -485745.656250 Penalty: 3956.050537
	Iteration 6Q: 3 clusters Score -485745.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -485840.031250 Penalty: 3956.050537
	Iteration 7Q: 3 clusters Score -485840 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -485937.906250 Penalty: 3956.050537
	Iteration 8Q: 3 clusters Score -485937.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -486041.375000 Penalty: 3956.050537
	Iteration 9Q: 3 clusters Score -486041.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -486112.281250 Penalty: 3956.050537
	Iteration 10Q: 3 clusters Score -486112.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -486174.843750 Penalty: 3956.050537
	Iteration 11Q: 3 clusters Score -486174.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -486228.406250 Penalty: 3956.050537
	Iteration 12Q: 3 clusters Score -486228.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -486277.343750 Penalty: 3956.050537
	Iteration 13Q: 3 clusters Score -486277.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -486310.906250 Penalty: 3956.050537
	Iteration 14Q: 3 clusters Score -486310.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -486338.437500 Penalty: 3956.050537
	Iteration 15Q: 3 clusters Score -486338.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -486355.750000 Penalty: 3956.050537
	Iteration 16Q: 3 clusters Score -486355.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -486384.375000 Penalty: 3956.050537
	Iteration 17Q: 3 clusters Score -486384.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -486403.843750 Penalty: 3956.050537
	Iteration 18Q: 3 clusters Score -486403.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -486414.781250 Penalty: 3956.050537
	Iteration 19Q: 3 clusters Score -486414.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -486421.375000 Penalty: 3956.050537
	Iteration 20F: 3 clusters Score -486421.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -486424.968750 Penalty: 3956.050537
	Iteration 21Q: 3 clusters Score -486425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -486426.468750 Penalty: 3956.050537
	Iteration 22Q: 3 clusters Score -486426.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -486426.593750 Penalty: 3956.050537
	Iteration 23Q: 3 clusters Score -486426.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -486430.031250 Penalty: 3956.050537
	Iteration 24Q: 3 clusters Score -486430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -486432.250000 Penalty: 3956.050537
	Iteration 25Q: 3 clusters Score -486432.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -486435.343750 Penalty: 3956.050537
	Iteration 26Q: 3 clusters Score -486435.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -486436.781250 Penalty: 3956.050537
	Iteration 27Q: 3 clusters Score -486436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -486437.812500 Penalty: 3956.050537
	Iteration 28Q: 3 clusters Score -486437.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -486439.062500 Penalty: 3956.050537
	Iteration 29Q: 3 clusters Score -486439.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -486440.000000 Penalty: 3956.050537
	Iteration 30Q: 3 clusters Score -486440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -486442.562500 Penalty: 3956.050537
	Iteration 31Q: 3 clusters Score -486442.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -486446.437500 Penalty: 3956.050537
	Iteration 32Q: 3 clusters Score -486446.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -486449.687500 Penalty: 3956.050537
	Iteration 33Q: 3 clusters Score -486449.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -486453.812500 Penalty: 3956.050537
	Iteration 34Q: 3 clusters Score -486453.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -486453.812500 Penalty: 3956.050537
	Iteration 35F: 3 clusters Score -486453.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Entering Unmasked Estep 
Score: -1060041.750000 Penalty: 2166.410156
	Iteration 0F: 2 clusters Score -1060042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1054735.250000 Penalty: 4332.820312
	Iteration 0F: 3 clusters Score -1054735 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1056075.750000 Penalty: 4332.820312
	Iteration 1F: 3 clusters Score -1056076 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1056341.250000 Penalty: 4332.820312
	Iteration 2F: 3 clusters Score -1056341 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1056513.500000 Penalty: 4332.820312
	Iteration 3F: 3 clusters Score -1056514 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1056625.750000 Penalty: 4332.820312
	Iteration 4Q: 3 clusters Score -1056626 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1056724.375000 Penalty: 4332.820312
	Iteration 5Q: 3 clusters Score -1056724 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1056818.000000 Penalty: 4332.820312
	Iteration 6Q: 3 clusters Score -1056818 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1056907.750000 Penalty: 4332.820312
	Iteration 7Q: 3 clusters Score -1056908 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1057020.000000 Penalty: 4332.820312
	Iteration 8Q: 3 clusters Score -1057020 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1057173.250000 Penalty: 4332.820312
	Iteration 9Q: 3 clusters Score -1057173 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1057374.125000 Penalty: 4332.820312
	Iteration 10Q: 3 clusters Score -1057374 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1057611.375000 Penalty: 4332.820312
	Iteration 11Q: 3 clusters Score -1057611 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1057872.125000 Penalty: 4332.820312
	Iteration 12F: 3 clusters Score -1057872 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1058113.250000 Penalty: 4332.820312
	Iteration 13Q: 3 clusters Score -1058113 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1058276.500000 Penalty: 4332.820312
	Iteration 14Q: 3 clusters Score -1058276 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1058410.500000 Penalty: 4332.820312
	Iteration 15Q: 3 clusters Score -1058410 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1058512.250000 Penalty: 4332.820312
	Iteration 16Q: 3 clusters Score -1058512 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1058579.000000 Penalty: 4332.820312
	Iteration 17Q: 3 clusters Score -1058579 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1058627.375000 Penalty: 4332.820312
	Iteration 18Q: 3 clusters Score -1058627 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1058678.375000 Penalty: 4332.820312
	Iteration 19Q: 3 clusters Score -1058678 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1058725.500000 Penalty: 4332.820312
	Iteration 20F: 3 clusters Score -1058726 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1058756.500000 Penalty: 4332.820312
	Iteration 21Q: 3 clusters Score -1058756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1058779.500000 Penalty: 4332.820312
	Iteration 22Q: 3 clusters Score -1058780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1058793.875000 Penalty: 4332.820312
	Iteration 23Q: 3 clusters Score -1058794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1058800.125000 Penalty: 4332.820312
	Iteration 24Q: 3 clusters Score -1058800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1058804.250000 Penalty: 4332.820312
	Iteration 25Q: 3 clusters Score -1058804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1058812.875000 Penalty: 4332.820312
	Iteration 26Q: 3 clusters Score -1058813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1058821.500000 Penalty: 4332.820312
	Iteration 27Q: 3 clusters Score -1058822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1058834.875000 Penalty: 4332.820312
	Iteration 28Q: 3 clusters Score -1058835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1058840.000000 Penalty: 4332.820312
	Iteration 29Q: 3 clusters Score -1058840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1058849.875000 Penalty: 4332.820312
	Iteration 30Q: 3 clusters Score -1058850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1058856.875000 Penalty: 4332.820312
	Iteration 31Q: 3 clusters Score -1058857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1058860.500000 Penalty: 4332.820312
	Iteration 32Q: 3 clusters Score -1058860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1058865.000000 Penalty: 4332.820312
	Iteration 33Q: 3 clusters Score -1058865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1058869.375000 Penalty: 4332.820312
	Iteration 34Q: 3 clusters Score -1058869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1058871.000000 Penalty: 4332.820312
	Iteration 35Q: 3 clusters Score -1058871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1058870.750000 Penalty: 4332.820312
	Iteration 36Q: 3 clusters Score -1058871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1058873.875000 Penalty: 4332.820312
	Iteration 37Q: 3 clusters Score -1058874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1058874.750000 Penalty: 4332.820312
	Iteration 38Q: 3 clusters Score -1058875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1058875.375000 Penalty: 4332.820312
	Iteration 39Q: 3 clusters Score -1058875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1058875.500000 Penalty: 4332.820312
	Iteration 40F: 3 clusters Score -1058876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1058876.750000 Penalty: 4332.820312
	Iteration 41Q: 3 clusters Score -1058877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1058876.000000 Penalty: 4332.820312
	Iteration 42Q: 3 clusters Score -1058876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1058876.000000 Penalty: 4332.820312
	Iteration 43F: 3 clusters Score -1058876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Entering Unmasked Estep 
Score: -1958829.375000 Penalty: 2322.740723
	Iteration 0F: 2 clusters Score -1958829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1950115.625000 Penalty: 4645.481445
	Iteration 0F: 3 clusters Score -1950116 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1952739.250000 Penalty: 4645.481445
	Iteration 1F: 3 clusters Score -1952739 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1953029.125000 Penalty: 4645.481445
	Iteration 2F: 3 clusters Score -1953029 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1953204.875000 Penalty: 4645.481445
	Iteration 3Q: 3 clusters Score -1953205 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1953344.500000 Penalty: 4645.481445
	Iteration 4Q: 3 clusters Score -1953344 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1953452.375000 Penalty: 4645.481445
	Iteration 5Q: 3 clusters Score -1953452 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1953552.375000 Penalty: 4645.481445
	Iteration 6Q: 3 clusters Score -1953552 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1953647.000000 Penalty: 4645.481445
	Iteration 7Q: 3 clusters Score -1953647 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1953724.375000 Penalty: 4645.481445
	Iteration 8Q: 3 clusters Score -1953724 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1953820.125000 Penalty: 4645.481445
	Iteration 9Q: 3 clusters Score -1953820 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1953938.000000 Penalty: 4645.481445
	Iteration 10Q: 3 clusters Score -1953938 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1954071.750000 Penalty: 4645.481445
	Iteration 11Q: 3 clusters Score -1954072 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1954206.125000 Penalty: 4645.481445
	Iteration 12Q: 3 clusters Score -1954206 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1954352.250000 Penalty: 4645.481445
	Iteration 13Q: 3 clusters Score -1954352 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1954503.375000 Penalty: 4645.481445
	Iteration 14Q: 3 clusters Score -1954503 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1954675.125000 Penalty: 4645.481445
	Iteration 15Q: 3 clusters Score -1954675 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1954856.500000 Penalty: 4645.481445
	Iteration 16Q: 3 clusters Score -1954856 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1955065.250000 Penalty: 4645.481445
	Iteration 17Q: 3 clusters Score -1955065 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1955311.875000 Penalty: 4645.481445
	Iteration 18Q: 3 clusters Score -1955312 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1955577.000000 Penalty: 4645.481445
	Iteration 19Q: 3 clusters Score -1955577 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1955826.875000 Penalty: 4645.481445
	Iteration 20F: 3 clusters Score -1955827 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1956054.250000 Penalty: 4645.481445
	Iteration 21Q: 3 clusters Score -1956054 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1956237.000000 Penalty: 4645.481445
	Iteration 22Q: 3 clusters Score -1956237 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1956390.500000 Penalty: 4645.481445
	Iteration 23Q: 3 clusters Score -1956390 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1956516.625000 Penalty: 4645.481445
	Iteration 24Q: 3 clusters Score -1956517 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1956615.250000 Penalty: 4645.481445
	Iteration 25Q: 3 clusters Score -1956615 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1956691.750000 Penalty: 4645.481445
	Iteration 26Q: 3 clusters Score -1956692 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1956750.750000 Penalty: 4645.481445
	Iteration 27Q: 3 clusters Score -1956751 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1956782.750000 Penalty: 4645.481445
	Iteration 28Q: 3 clusters Score -1956783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1956802.750000 Penalty: 4645.481445
	Iteration 29Q: 3 clusters Score -1956803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1956821.500000 Penalty: 4645.481445
	Iteration 30Q: 3 clusters Score -1956822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1956842.125000 Penalty: 4645.481445
	Iteration 31Q: 3 clusters Score -1956842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1956854.125000 Penalty: 4645.481445
	Iteration 32Q: 3 clusters Score -1956854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1956860.500000 Penalty: 4645.481445
	Iteration 33Q: 3 clusters Score -1956860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1956868.000000 Penalty: 4645.481445
	Iteration 34Q: 3 clusters Score -1956868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1956873.500000 Penalty: 4645.481445
	Iteration 35Q: 3 clusters Score -1956874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1956872.500000 Penalty: 4645.481445
	Iteration 36Q: 3 clusters Score -1956872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1956877.875000 Penalty: 4645.481445
	Iteration 37Q: 3 clusters Score -1956878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1956880.375000 Penalty: 4645.481445
	Iteration 38Q: 3 clusters Score -1956880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1956892.250000 Penalty: 4645.481445
	Iteration 39Q: 3 clusters Score -1956892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1956897.875000 Penalty: 4645.481445
	Iteration 40F: 3 clusters Score -1956898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1956903.625000 Penalty: 4645.481445
	Iteration 41Q: 3 clusters Score -1956904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1956906.000000 Penalty: 4645.481445
	Iteration 42Q: 3 clusters Score -1956906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1956905.000000 Penalty: 4645.481445
	Iteration 43Q: 3 clusters Score -1956905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1956912.250000 Penalty: 4645.481445
	Iteration 44Q: 3 clusters Score -1956912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1956911.375000 Penalty: 4645.481445
	Iteration 45Q: 3 clusters Score -1956911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1956911.375000 Penalty: 4645.481445
	Iteration 46F: 3 clusters Score -1956911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Entering Unmasked Estep 
Score: -1841524.625000 Penalty: 2329.937744
	Iteration 0F: 2 clusters Score -1841525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1832559.125000 Penalty: 4659.875488
	Iteration 0F: 3 clusters Score -1832559 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1835538.250000 Penalty: 4659.875488
	Iteration 1F: 3 clusters Score -1835538 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1836286.125000 Penalty: 4659.875488
	Iteration 2F: 3 clusters Score -1836286 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1836990.375000 Penalty: 4659.875488
	Iteration 3F: 3 clusters Score -1836990 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1837717.500000 Penalty: 4659.875488
	Iteration 4F: 3 clusters Score -1837718 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1838385.750000 Penalty: 4659.875488
	Iteration 5F: 3 clusters Score -1838386 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1838902.875000 Penalty: 4659.875488
	Iteration 6F: 3 clusters Score -1838903 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1839318.000000 Penalty: 4659.875488
	Iteration 7F: 3 clusters Score -1839318 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1839668.375000 Penalty: 4659.875488
	Iteration 8Q: 3 clusters Score -1839668 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1839928.125000 Penalty: 4659.875488
	Iteration 9Q: 3 clusters Score -1839928 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1840118.750000 Penalty: 4659.875488
	Iteration 10Q: 3 clusters Score -1840119 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1840289.000000 Penalty: 4659.875488
	Iteration 11Q: 3 clusters Score -1840289 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1840452.500000 Penalty: 4659.875488
	Iteration 12Q: 3 clusters Score -1840452 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1840616.500000 Penalty: 4659.875488
	Iteration 13Q: 3 clusters Score -1840616 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1840758.750000 Penalty: 4659.875488
	Iteration 14Q: 3 clusters Score -1840759 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1840840.250000 Penalty: 4659.875488
	Iteration 15Q: 3 clusters Score -1840840 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1840908.625000 Penalty: 4659.875488
	Iteration 16Q: 3 clusters Score -1840909 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1840972.625000 Penalty: 4659.875488
	Iteration 17Q: 3 clusters Score -1840973 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1841034.500000 Penalty: 4659.875488
	Iteration 18Q: 3 clusters Score -1841034 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1841085.875000 Penalty: 4659.875488
	Iteration 19Q: 3 clusters Score -1841086 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1841131.000000 Penalty: 4659.875488
	Iteration 20F: 3 clusters Score -1841131 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1841157.000000 Penalty: 4659.875488
	Iteration 21Q: 3 clusters Score -1841157 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1841172.625000 Penalty: 4659.875488
	Iteration 22Q: 3 clusters Score -1841173 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1841188.000000 Penalty: 4659.875488
	Iteration 23Q: 3 clusters Score -1841188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1841203.375000 Penalty: 4659.875488
	Iteration 24Q: 3 clusters Score -1841203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1841202.750000 Penalty: 4659.875488
	Iteration 25Q: 3 clusters Score -1841203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1841205.250000 Penalty: 4659.875488
	Iteration 26Q: 3 clusters Score -1841205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1841208.000000 Penalty: 4659.875488
	Iteration 27Q: 3 clusters Score -1841208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1841209.750000 Penalty: 4659.875488
	Iteration 28Q: 3 clusters Score -1841210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1841210.750000 Penalty: 4659.875488
	Iteration 29Q: 3 clusters Score -1841211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1841211.125000 Penalty: 4659.875488
	Iteration 30Q: 3 clusters Score -1841211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1841210.750000 Penalty: 4659.875488
	Iteration 31Q: 3 clusters Score -1841211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1841211.250000 Penalty: 4659.875488
	Iteration 32Q: 3 clusters Score -1841211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1841213.125000 Penalty: 4659.875488
	Iteration 33Q: 3 clusters Score -1841213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1841213.125000 Penalty: 4659.875488
	Iteration 34F: 3 clusters Score -1841213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Entering Unmasked Estep 
Score: -859706.625000 Penalty: 2123.749023
	Iteration 0F: 2 clusters Score -859706.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -855088.625000 Penalty: 4247.498047
	Iteration 0F: 3 clusters Score -855088.6 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -856338.062500 Penalty: 4247.498047
	Iteration 1F: 3 clusters Score -856338.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -856787.125000 Penalty: 4247.498047
	Iteration 2F: 3 clusters Score -856787.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -857196.500000 Penalty: 4247.498047
	Iteration 3F: 3 clusters Score -857196.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -857530.437500 Penalty: 4247.498047
	Iteration 4F: 3 clusters Score -857530.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -857845.375000 Penalty: 4247.498047
	Iteration 5F: 3 clusters Score -857845.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -858130.437500 Penalty: 4247.498047
	Iteration 6F: 3 clusters Score -858130.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -858312.312500 Penalty: 4247.498047
	Iteration 7Q: 3 clusters Score -858312.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -858428.937500 Penalty: 4247.498047
	Iteration 8Q: 3 clusters Score -858428.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -858489.375000 Penalty: 4247.498047
	Iteration 9Q: 3 clusters Score -858489.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -858522.687500 Penalty: 4247.498047
	Iteration 10Q: 3 clusters Score -858522.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -858546.750000 Penalty: 4247.498047
	Iteration 11Q: 3 clusters Score -858546.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -858560.812500 Penalty: 4247.498047
	Iteration 12Q: 3 clusters Score -858560.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -858578.375000 Penalty: 4247.498047
	Iteration 13Q: 3 clusters Score -858578.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -858590.937500 Penalty: 4247.498047
	Iteration 14Q: 3 clusters Score -858590.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -858602.750000 Penalty: 4247.498047
	Iteration 15Q: 3 clusters Score -858602.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -858612.125000 Penalty: 4247.498047
	Iteration 16Q: 3 clusters Score -858612.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -858624.750000 Penalty: 4247.498047
	Iteration 17Q: 3 clusters Score -858624.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -858638.687500 Penalty: 4247.498047
	Iteration 18Q: 3 clusters Score -858638.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -858659.437500 Penalty: 4247.498047
	Iteration 19Q: 3 clusters Score -858659.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -858684.812500 Penalty: 4247.498047
	Iteration 20F: 3 clusters Score -858684.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -858711.750000 Penalty: 4247.498047
	Iteration 21Q: 3 clusters Score -858711.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -858746.375000 Penalty: 4247.498047
	Iteration 22Q: 3 clusters Score -858746.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -858779.312500 Penalty: 4247.498047
	Iteration 23Q: 3 clusters Score -858779.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -858830.625000 Penalty: 4247.498047
	Iteration 24Q: 3 clusters Score -858830.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -858889.312500 Penalty: 4247.498047
	Iteration 25Q: 3 clusters Score -858889.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -858923.875000 Penalty: 4247.498047
	Iteration 26Q: 3 clusters Score -858923.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -858968.000000 Penalty: 4247.498047
	Iteration 27Q: 3 clusters Score -858968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -859031.625000 Penalty: 4247.498047
	Iteration 28Q: 3 clusters Score -859031.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -859093.562500 Penalty: 4247.498047
	Iteration 29Q: 3 clusters Score -859093.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -859115.875000 Penalty: 4247.498047
	Iteration 30Q: 3 clusters Score -859115.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -859127.125000 Penalty: 4247.498047
	Iteration 31Q: 3 clusters Score -859127.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -859136.312500 Penalty: 4247.498047
	Iteration 32Q: 3 clusters Score -859136.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -859140.250000 Penalty: 4247.498047
	Iteration 33Q: 3 clusters Score -859140.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -859141.437500 Penalty: 4247.498047
	Iteration 34Q: 3 clusters Score -859141.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -859142.937500 Penalty: 4247.498047
	Iteration 35Q: 3 clusters Score -859142.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -859145.937500 Penalty: 4247.498047
	Iteration 36Q: 3 clusters Score -859145.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -859147.937500 Penalty: 4247.498047
	Iteration 37Q: 3 clusters Score -859147.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -859146.937500 Penalty: 4247.498047
	Iteration 38Q: 3 clusters Score -859146.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -859146.937500 Penalty: 4247.498047
	Iteration 39F: 3 clusters Score -859146.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (53140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Entering Unmasked Estep 
Score: -8885786.000000 Penalty: 2698.409912
	Iteration 0F: 2 clusters Score -8885786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -8850485.000000 Penalty: 5396.819824
	Iteration 0F: 3 clusters Score -8850485 nChanged 24607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -8864458.000000 Penalty: 5396.819824
	Iteration 1F: 3 clusters Score -8864458 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -8865282.000000 Penalty: 5396.819824
	Iteration 2Q: 3 clusters Score -8865282 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -8866225.000000 Penalty: 5396.819824
	Iteration 3Q: 3 clusters Score -8866225 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -8867030.000000 Penalty: 5396.819824
	Iteration 4Q: 3 clusters Score -8867030 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -8867838.000000 Penalty: 5396.819824
	Iteration 5Q: 3 clusters Score -8867838 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -8868700.000000 Penalty: 5396.819824
	Iteration 6Q: 3 clusters Score -8868700 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -8869501.000000 Penalty: 5396.819824
	Iteration 7Q: 3 clusters Score -8869501 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -8870283.000000 Penalty: 5396.819824
	Iteration 8Q: 3 clusters Score -8870283 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -8870976.000000 Penalty: 5396.819824
	Iteration 9Q: 3 clusters Score -8870976 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -8871667.000000 Penalty: 5396.819824
	Iteration 10Q: 3 clusters Score -8871667 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -8872335.000000 Penalty: 5396.819824
	Iteration 11Q: 3 clusters Score -8872335 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -8873089.000000 Penalty: 5396.819824
	Iteration 12Q: 3 clusters Score -8873089 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -8873829.000000 Penalty: 5396.819824
	Iteration 13Q: 3 clusters Score -8873829 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -8874605.000000 Penalty: 5396.819824
	Iteration 14Q: 3 clusters Score -8874605 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -8875456.000000 Penalty: 5396.819824
	Iteration 15Q: 3 clusters Score -8875456 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -8876191.000000 Penalty: 5396.819824
	Iteration 16Q: 3 clusters Score -8876191 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -8876752.000000 Penalty: 5396.819824
	Iteration 17Q: 3 clusters Score -8876752 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -8877383.000000 Penalty: 5396.819824
	Iteration 18Q: 3 clusters Score -8877383 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -8877916.000000 Penalty: 5396.819824
	Iteration 19Q: 3 clusters Score -8877916 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -8878391.000000 Penalty: 5396.819824
	Iteration 20F: 3 clusters Score -8878391 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -8878868.000000 Penalty: 5396.819824
	Iteration 21Q: 3 clusters Score -8878868 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -8879328.000000 Penalty: 5396.819824
	Iteration 22Q: 3 clusters Score -8879328 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -8879731.000000 Penalty: 5396.819824
	Iteration 23Q: 3 clusters Score -8879731 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -8880093.000000 Penalty: 5396.819824
	Iteration 24Q: 3 clusters Score -8880093 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -8880555.000000 Penalty: 5396.819824
	Iteration 25Q: 3 clusters Score -8880555 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -8880926.000000 Penalty: 5396.819824
	Iteration 26Q: 3 clusters Score -8880926 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -8881304.000000 Penalty: 5396.819824
	Iteration 27Q: 3 clusters Score -8881304 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -8881637.000000 Penalty: 5396.819824
	Iteration 28Q: 3 clusters Score -8881637 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -8881937.000000 Penalty: 5396.819824
	Iteration 29Q: 3 clusters Score -8881937 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -8882213.000000 Penalty: 5396.819824
	Iteration 30Q: 3 clusters Score -8882213 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -8882551.000000 Penalty: 5396.819824
	Iteration 31Q: 3 clusters Score -8882551 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -8882802.000000 Penalty: 5396.819824
	Iteration 32Q: 3 clusters Score -8882802 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -8882963.000000 Penalty: 5396.819824
	Iteration 33Q: 3 clusters Score -8882963 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -8883105.000000 Penalty: 5396.819824
	Iteration 34Q: 3 clusters Score -8883105 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51135 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8883186.000000 Penalty: 5396.819824
	Iteration 35Q: 3 clusters Score -8883186 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -8883255.000000 Penalty: 5396.819824
	Iteration 36Q: 3 clusters Score -8883255 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -8883299.000000 Penalty: 5396.819824
	Iteration 37Q: 3 clusters Score -8883299 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8883356.000000 Penalty: 5396.819824
	Iteration 38Q: 3 clusters Score -8883356 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -8883400.000000 Penalty: 5396.819824
	Iteration 39Q: 3 clusters Score -8883400 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -8883450.000000 Penalty: 5396.819824
	Iteration 40F: 3 clusters Score -8883450 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8883481.000000 Penalty: 5396.819824
	Iteration 41Q: 3 clusters Score -8883481 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8883519.000000 Penalty: 5396.819824
	Iteration 42Q: 3 clusters Score -8883519 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8883529.000000 Penalty: 5396.819824
	Iteration 43Q: 3 clusters Score -8883529 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -8883565.000000 Penalty: 5396.819824
	Iteration 44Q: 3 clusters Score -8883565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8883567.000000 Penalty: 5396.819824
	Iteration 45Q: 3 clusters Score -8883567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -8883575.000000 Penalty: 5396.819824
	Iteration 46Q: 3 clusters Score -8883575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8883596.000000 Penalty: 5396.819824
	Iteration 47Q: 3 clusters Score -8883596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8883602.000000 Penalty: 5396.819824
	Iteration 48Q: 3 clusters Score -8883602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8883608.000000 Penalty: 5396.819824
	Iteration 49Q: 3 clusters Score -8883608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8883619.000000 Penalty: 5396.819824
	Iteration 50Q: 3 clusters Score -8883619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8883627.000000 Penalty: 5396.819824
	Iteration 51Q: 3 clusters Score -8883627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8883635.000000 Penalty: 5396.819824
	Iteration 52Q: 3 clusters Score -8883635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52189 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8883644.000000 Penalty: 5396.819824
	Iteration 53Q: 3 clusters Score -8883644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -8883639.000000 Penalty: 5396.819824
	Iteration 54Q: 3 clusters Score -8883639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8883638.000000 Penalty: 5396.819824
	Iteration 55Q: 3 clusters Score -8883638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8883650.000000 Penalty: 5396.819824
	Iteration 56Q: 3 clusters Score -8883650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8883639.000000 Penalty: 5396.819824
	Iteration 57Q: 3 clusters Score -8883639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8883645.000000 Penalty: 5396.819824
	Iteration 58Q: 3 clusters Score -8883645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8883646.000000 Penalty: 5396.819824
	Iteration 59Q: 3 clusters Score -8883646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8883655.000000 Penalty: 5396.819824
	Iteration 60F: 3 clusters Score -8883655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52227 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8883639.000000 Penalty: 5396.819824
	Iteration 61Q: 3 clusters Score -8883639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8883656.000000 Penalty: 5396.819824
	Iteration 62Q: 3 clusters Score -8883656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8883652.000000 Penalty: 5396.819824
	Iteration 63Q: 3 clusters Score -8883652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8883655.000000 Penalty: 5396.819824
	Iteration 64Q: 3 clusters Score -8883655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8883654.000000 Penalty: 5396.819824
	Iteration 65Q: 3 clusters Score -8883654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8883660.000000 Penalty: 5396.819824
	Iteration 66Q: 3 clusters Score -8883660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52249 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8883665.000000 Penalty: 5396.819824
	Iteration 67Q: 3 clusters Score -8883665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8883662.000000 Penalty: 5396.819824
	Iteration 68Q: 3 clusters Score -8883662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8883654.000000 Penalty: 5396.819824
	Iteration 69Q: 3 clusters Score -8883654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8883648.000000 Penalty: 5396.819824
	Iteration 70Q: 3 clusters Score -8883648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8883648.000000 Penalty: 5396.819824
	Iteration 71F: 3 clusters Score -8883648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Entering Unmasked Estep 
Score: -1851099.000000 Penalty: 2321.015137
	Iteration 0F: 2 clusters Score -1851099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1842411.250000 Penalty: 4642.030273
	Iteration 0F: 3 clusters Score -1842411 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1845272.875000 Penalty: 4642.030273
	Iteration 1F: 3 clusters Score -1845273 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1845823.000000 Penalty: 4642.030273
	Iteration 2F: 3 clusters Score -1845823 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1846368.750000 Penalty: 4642.030273
	Iteration 3F: 3 clusters Score -1846369 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1846896.375000 Penalty: 4642.030273
	Iteration 4F: 3 clusters Score -1846896 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1847383.000000 Penalty: 4642.030273
	Iteration 5F: 3 clusters Score -1847383 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1847837.250000 Penalty: 4642.030273
	Iteration 6F: 3 clusters Score -1847837 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1848188.875000 Penalty: 4642.030273
	Iteration 7Q: 3 clusters Score -1848189 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1848452.375000 Penalty: 4642.030273
	Iteration 8Q: 3 clusters Score -1848452 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1848636.500000 Penalty: 4642.030273
	Iteration 9Q: 3 clusters Score -1848636 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1848779.250000 Penalty: 4642.030273
	Iteration 10Q: 3 clusters Score -1848779 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1848915.875000 Penalty: 4642.030273
	Iteration 11Q: 3 clusters Score -1848916 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1849025.500000 Penalty: 4642.030273
	Iteration 12Q: 3 clusters Score -1849026 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1849108.000000 Penalty: 4642.030273
	Iteration 13Q: 3 clusters Score -1849108 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1849174.250000 Penalty: 4642.030273
	Iteration 14Q: 3 clusters Score -1849174 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1849205.750000 Penalty: 4642.030273
	Iteration 15Q: 3 clusters Score -1849206 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1849241.875000 Penalty: 4642.030273
	Iteration 16Q: 3 clusters Score -1849242 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1849270.875000 Penalty: 4642.030273
	Iteration 17Q: 3 clusters Score -1849271 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1849288.000000 Penalty: 4642.030273
	Iteration 18Q: 3 clusters Score -1849288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1849306.375000 Penalty: 4642.030273
	Iteration 19Q: 3 clusters Score -1849306 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1849327.750000 Penalty: 4642.030273
	Iteration 20F: 3 clusters Score -1849328 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1849344.125000 Penalty: 4642.030273
	Iteration 21Q: 3 clusters Score -1849344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1849360.875000 Penalty: 4642.030273
	Iteration 22Q: 3 clusters Score -1849361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1849364.750000 Penalty: 4642.030273
	Iteration 23Q: 3 clusters Score -1849365 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1849369.875000 Penalty: 4642.030273
	Iteration 24Q: 3 clusters Score -1849370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1849375.500000 Penalty: 4642.030273
	Iteration 25Q: 3 clusters Score -1849376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1849384.500000 Penalty: 4642.030273
	Iteration 26Q: 3 clusters Score -1849384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1849389.500000 Penalty: 4642.030273
	Iteration 27Q: 3 clusters Score -1849390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1849391.375000 Penalty: 4642.030273
	Iteration 28Q: 3 clusters Score -1849391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1849396.875000 Penalty: 4642.030273
	Iteration 29Q: 3 clusters Score -1849397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1849396.000000 Penalty: 4642.030273
	Iteration 30Q: 3 clusters Score -1849396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1849400.750000 Penalty: 4642.030273
	Iteration 31Q: 3 clusters Score -1849401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1849399.625000 Penalty: 4642.030273
	Iteration 32Q: 3 clusters Score -1849400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1849403.875000 Penalty: 4642.030273
	Iteration 33Q: 3 clusters Score -1849404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1849403.375000 Penalty: 4642.030273
	Iteration 34Q: 3 clusters Score -1849403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1849410.125000 Penalty: 4642.030273
	Iteration 35Q: 3 clusters Score -1849410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1849415.750000 Penalty: 4642.030273
	Iteration 36Q: 3 clusters Score -1849416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1849419.375000 Penalty: 4642.030273
	Iteration 37Q: 3 clusters Score -1849419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1849425.000000 Penalty: 4642.030273
	Iteration 38Q: 3 clusters Score -1849425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1849428.500000 Penalty: 4642.030273
	Iteration 39Q: 3 clusters Score -1849428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1849432.250000 Penalty: 4642.030273
	Iteration 40F: 3 clusters Score -1849432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1849435.250000 Penalty: 4642.030273
	Iteration 41Q: 3 clusters Score -1849435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1849444.250000 Penalty: 4642.030273
	Iteration 42Q: 3 clusters Score -1849444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1849446.375000 Penalty: 4642.030273
	Iteration 43Q: 3 clusters Score -1849446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1849453.250000 Penalty: 4642.030273
	Iteration 44Q: 3 clusters Score -1849453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1849457.750000 Penalty: 4642.030273
	Iteration 45Q: 3 clusters Score -1849458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1849461.250000 Penalty: 4642.030273
	Iteration 46Q: 3 clusters Score -1849461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1849464.250000 Penalty: 4642.030273
	Iteration 47Q: 3 clusters Score -1849464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1849463.750000 Penalty: 4642.030273
	Iteration 48Q: 3 clusters Score -1849464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1849469.750000 Penalty: 4642.030273
	Iteration 49Q: 3 clusters Score -1849470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1849474.125000 Penalty: 4642.030273
	Iteration 50Q: 3 clusters Score -1849474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1849483.000000 Penalty: 4642.030273
	Iteration 51Q: 3 clusters Score -1849483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1849486.250000 Penalty: 4642.030273
	Iteration 52Q: 3 clusters Score -1849486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1849488.125000 Penalty: 4642.030273
	Iteration 53Q: 3 clusters Score -1849488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1849491.750000 Penalty: 4642.030273
	Iteration 54Q: 3 clusters Score -1849492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1849492.125000 Penalty: 4642.030273
	Iteration 55Q: 3 clusters Score -1849492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1849496.375000 Penalty: 4642.030273
	Iteration 56Q: 3 clusters Score -1849496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1849498.750000 Penalty: 4642.030273
	Iteration 57Q: 3 clusters Score -1849499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1849500.125000 Penalty: 4642.030273
	Iteration 58Q: 3 clusters Score -1849500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1849503.500000 Penalty: 4642.030273
	Iteration 59Q: 3 clusters Score -1849504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1849501.125000 Penalty: 4642.030273
	Iteration 60F: 3 clusters Score -1849501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1849502.625000 Penalty: 4642.030273
	Iteration 61Q: 3 clusters Score -1849503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1849505.250000 Penalty: 4642.030273
	Iteration 62Q: 3 clusters Score -1849505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1849504.000000 Penalty: 4642.030273
	Iteration 63Q: 3 clusters Score -1849504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1849506.250000 Penalty: 4642.030273
	Iteration 64Q: 3 clusters Score -1849506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1849504.625000 Penalty: 4642.030273
	Iteration 65Q: 3 clusters Score -1849505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1849508.500000 Penalty: 4642.030273
	Iteration 66Q: 3 clusters Score -1849508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1849510.625000 Penalty: 4642.030273
	Iteration 67Q: 3 clusters Score -1849511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1849509.875000 Penalty: 4642.030273
	Iteration 68Q: 3 clusters Score -1849510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1849516.875000 Penalty: 4642.030273
	Iteration 69Q: 3 clusters Score -1849517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1849518.375000 Penalty: 4642.030273
	Iteration 70Q: 3 clusters Score -1849518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1849520.750000 Penalty: 4642.030273
	Iteration 71Q: 3 clusters Score -1849521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1849521.500000 Penalty: 4642.030273
	Iteration 72Q: 3 clusters Score -1849522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1849524.625000 Penalty: 4642.030273
	Iteration 73Q: 3 clusters Score -1849525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1849524.500000 Penalty: 4642.030273
	Iteration 74Q: 3 clusters Score -1849524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1849524.250000 Penalty: 4642.030273
	Iteration 75Q: 3 clusters Score -1849524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1849526.500000 Penalty: 4642.030273
	Iteration 76Q: 3 clusters Score -1849526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1849526.500000 Penalty: 4642.030273
	Iteration 77F: 3 clusters Score -1849526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Entering Unmasked Estep 
Score: -713874.750000 Penalty: 2085.858887
	Iteration 0F: 2 clusters Score -713874.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -709660.875000 Penalty: 4171.717773
	Iteration 0F: 3 clusters Score -709660.9 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -710610.875000 Penalty: 4171.717773
	Iteration 1F: 3 clusters Score -710610.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -710921.812500 Penalty: 4171.717773
	Iteration 2F: 3 clusters Score -710921.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -711160.312500 Penalty: 4171.717773
	Iteration 3F: 3 clusters Score -711160.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -711377.062500 Penalty: 4171.717773
	Iteration 4F: 3 clusters Score -711377.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -711526.125000 Penalty: 4171.717773
	Iteration 5Q: 3 clusters Score -711526.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -711665.250000 Penalty: 4171.717773
	Iteration 6Q: 3 clusters Score -711665.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -711786.000000 Penalty: 4171.717773
	Iteration 7Q: 3 clusters Score -711786 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -711879.375000 Penalty: 4171.717773
	Iteration 8Q: 3 clusters Score -711879.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -711965.812500 Penalty: 4171.717773
	Iteration 9Q: 3 clusters Score -711965.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -712043.500000 Penalty: 4171.717773
	Iteration 10Q: 3 clusters Score -712043.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -712111.875000 Penalty: 4171.717773
	Iteration 11Q: 3 clusters Score -712111.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -712167.812500 Penalty: 4171.717773
	Iteration 12Q: 3 clusters Score -712167.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -712218.187500 Penalty: 4171.717773
	Iteration 13Q: 3 clusters Score -712218.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -712254.875000 Penalty: 4171.717773
	Iteration 14Q: 3 clusters Score -712254.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -712291.937500 Penalty: 4171.717773
	Iteration 15Q: 3 clusters Score -712291.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -712333.000000 Penalty: 4171.717773
	Iteration 16Q: 3 clusters Score -712333 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -712379.625000 Penalty: 4171.717773
	Iteration 17Q: 3 clusters Score -712379.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -712428.500000 Penalty: 4171.717773
	Iteration 18Q: 3 clusters Score -712428.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -712478.812500 Penalty: 4171.717773
	Iteration 19Q: 3 clusters Score -712478.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -712538.687500 Penalty: 4171.717773
	Iteration 20F: 3 clusters Score -712538.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -712574.875000 Penalty: 4171.717773
	Iteration 21Q: 3 clusters Score -712574.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -712609.125000 Penalty: 4171.717773
	Iteration 22Q: 3 clusters Score -712609.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -712634.000000 Penalty: 4171.717773
	Iteration 23Q: 3 clusters Score -712634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -712658.625000 Penalty: 4171.717773
	Iteration 24Q: 3 clusters Score -712658.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -712672.125000 Penalty: 4171.717773
	Iteration 25Q: 3 clusters Score -712672.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -712682.625000 Penalty: 4171.717773
	Iteration 26Q: 3 clusters Score -712682.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -712691.812500 Penalty: 4171.717773
	Iteration 27Q: 3 clusters Score -712691.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -712696.875000 Penalty: 4171.717773
	Iteration 28Q: 3 clusters Score -712696.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -712704.312500 Penalty: 4171.717773
	Iteration 29Q: 3 clusters Score -712704.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -712707.375000 Penalty: 4171.717773
	Iteration 30Q: 3 clusters Score -712707.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -712709.062500 Penalty: 4171.717773
	Iteration 31Q: 3 clusters Score -712709.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -712710.750000 Penalty: 4171.717773
	Iteration 32Q: 3 clusters Score -712710.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -712711.187500 Penalty: 4171.717773
	Iteration 33Q: 3 clusters Score -712711.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -712712.937500 Penalty: 4171.717773
	Iteration 34Q: 3 clusters Score -712712.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -712714.812500 Penalty: 4171.717773
	Iteration 35Q: 3 clusters Score -712714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -712715.312500 Penalty: 4171.717773
	Iteration 36Q: 3 clusters Score -712715.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -712716.375000 Penalty: 4171.717773
	Iteration 37Q: 3 clusters Score -712716.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -712717.000000 Penalty: 4171.717773
	Iteration 38Q: 3 clusters Score -712717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -712717.000000 Penalty: 4171.717773
	Iteration 39F: 3 clusters Score -712717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -134987.109375 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -134987.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -133196.765625 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -133196.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -133488.937500 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -133488.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -133635.546875 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -133635.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -133790.984375 Penalty: 3356.602051
	Iteration 3F: 3 clusters Score -133791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -133966.734375 Penalty: 3356.602051
	Iteration 4F: 3 clusters Score -133966.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -134329.312500 Penalty: 3356.602051
	Iteration 5F: 3 clusters Score -134329.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -134763.312500 Penalty: 3356.602051
	Iteration 6F: 3 clusters Score -134763.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -134937.671875 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -134937.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -135057.593750 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -135057.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -135241.968750 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -135242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -135413.078125 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -135413.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -135465.656250 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -135465.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -135504.187500 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -135504.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -135541.265625 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -135541.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -135570.687500 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -135570.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -135611.093750 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -135611.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -135674.218750 Penalty: 3356.602051
	Iteration 16Q: 3 clusters Score -135674.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -135698.203125 Penalty: 3356.602051
	Iteration 17Q: 3 clusters Score -135698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -135710.625000 Penalty: 3356.602051
	Iteration 18Q: 3 clusters Score -135710.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -135723.937500 Penalty: 3356.602051
	Iteration 19Q: 3 clusters Score -135723.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -135763.359375 Penalty: 3356.602051
	Iteration 20F: 3 clusters Score -135763.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -135956.296875 Penalty: 3356.602051
	Iteration 21Q: 3 clusters Score -135956.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -136028.687500 Penalty: 3356.602051
	Iteration 22Q: 3 clusters Score -136028.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -136028.687500 Penalty: 3356.602051
	Iteration 23F: 3 clusters Score -136028.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 34853 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60278 members 
Mstep: Class 5 contains 33681 members 
Mstep: Class 6 contains 5819 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 31115 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6722 members 
Mstep: Class 12 contains 32872 members 
Mstep: Class 13 contains 3606 members 
Mstep: Class 14 contains 10351 members 
Mstep: Class 15 contains 2803 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62706 members 
Mstep: Class 18 contains 4820 members 
Mstep: Class 19 contains 13737 members 
Mstep: Class 20 contains 75316 members 
Mstep: Class 21 contains 17485 members 
Mstep: Class 22 contains 20331 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3552 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12353 members 
Mstep: Class 29 contains 2910 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11683 members 
Mstep: Class 32 contains 12027 members 
Mstep: Class 33 contains 5237 members 
Mstep: Class 34 contains 53140 members 
Mstep: Class 35 contains 11602 members 
Mstep: Class 36 contains 4495 members 
Mstep: Class 37 contains 526 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52657 members 
Mstep: Class 40 contains 2003 members 
Mstep: Class 41 contains 17248 members 
Mstep: Class 42 contains 1369 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 16878 members 
Mstep: Class 48 contains 5752 members 
Mstep: Class 49 contains 1528 members 
Mstep: Class 50 contains 343 members 
Entering Unmasked Estep 
Score: -115055648.000000 Penalty: 166910.750000
Splitting cluster 37 changes total score from -115056112.000000 to -115055648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -395755.593750 Penalty: 1929.929443
	Iteration 0F: 2 clusters Score -395755.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -392827.062500 Penalty: 3859.858887
	Iteration 0F: 3 clusters Score -392827.1 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -393376.562500 Penalty: 3859.858887
	Iteration 1F: 3 clusters Score -393376.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -393546.875000 Penalty: 3859.858887
	Iteration 2F: 3 clusters Score -393546.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -393687.468750 Penalty: 3859.858887
	Iteration 3F: 3 clusters Score -393687.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -393850.343750 Penalty: 3859.858887
	Iteration 4F: 3 clusters Score -393850.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -393999.531250 Penalty: 3859.858887
	Iteration 5F: 3 clusters Score -393999.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -394125.250000 Penalty: 3859.858887
	Iteration 6Q: 3 clusters Score -394125.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -394244.406250 Penalty: 3859.858887
	Iteration 7Q: 3 clusters Score -394244.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -394317.781250 Penalty: 3859.858887
	Iteration 8Q: 3 clusters Score -394317.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -394366.250000 Penalty: 3859.858887
	Iteration 9Q: 3 clusters Score -394366.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -394405.187500 Penalty: 3859.858887
	Iteration 10Q: 3 clusters Score -394405.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -394429.718750 Penalty: 3859.858887
	Iteration 11Q: 3 clusters Score -394429.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -394457.781250 Penalty: 3859.858887
	Iteration 12Q: 3 clusters Score -394457.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -394491.250000 Penalty: 3859.858887
	Iteration 13Q: 3 clusters Score -394491.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -394523.281250 Penalty: 3859.858887
	Iteration 14Q: 3 clusters Score -394523.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -394546.656250 Penalty: 3859.858887
	Iteration 15Q: 3 clusters Score -394546.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -394564.000000 Penalty: 3859.858887
	Iteration 16Q: 3 clusters Score -394564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -394585.500000 Penalty: 3859.858887
	Iteration 17Q: 3 clusters Score -394585.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -394602.375000 Penalty: 3859.858887
	Iteration 18Q: 3 clusters Score -394602.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -394629.250000 Penalty: 3859.858887
	Iteration 19Q: 3 clusters Score -394629.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -394662.250000 Penalty: 3859.858887
	Iteration 20F: 3 clusters Score -394662.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -394711.312500 Penalty: 3859.858887
	Iteration 21Q: 3 clusters Score -394711.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -394804.500000 Penalty: 3859.858887
	Iteration 22Q: 3 clusters Score -394804.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -394982.343750 Penalty: 3859.858887
	Iteration 23Q: 3 clusters Score -394982.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -395139.281250 Penalty: 3859.858887
	Iteration 24Q: 3 clusters Score -395139.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -395168.718750 Penalty: 3859.858887
	Iteration 25Q: 3 clusters Score -395168.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -395177.375000 Penalty: 3859.858887
	Iteration 26Q: 3 clusters Score -395177.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -395183.468750 Penalty: 3859.858887
	Iteration 27Q: 3 clusters Score -395183.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -395187.031250 Penalty: 3859.858887
	Iteration 28Q: 3 clusters Score -395187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -395188.156250 Penalty: 3859.858887
	Iteration 29Q: 3 clusters Score -395188.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -395188.156250 Penalty: 3859.858887
	Iteration 30F: 3 clusters Score -395188.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (52657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Entering Unmasked Estep 
Score: -8879652.000000 Penalty: 2696.145508
	Iteration 0F: 2 clusters Score -8879652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -8844643.000000 Penalty: 5392.291016
	Iteration 0F: 3 clusters Score -8844643 nChanged 24269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -8858399.000000 Penalty: 5392.291016
	Iteration 1F: 3 clusters Score -8858399 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -8859294.000000 Penalty: 5392.291016
	Iteration 2Q: 3 clusters Score -8859294 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -8860233.000000 Penalty: 5392.291016
	Iteration 3Q: 3 clusters Score -8860233 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -8861214.000000 Penalty: 5392.291016
	Iteration 4Q: 3 clusters Score -8861214 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -8862295.000000 Penalty: 5392.291016
	Iteration 5Q: 3 clusters Score -8862295 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -8863449.000000 Penalty: 5392.291016
	Iteration 6Q: 3 clusters Score -8863449 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -8864801.000000 Penalty: 5392.291016
	Iteration 7Q: 3 clusters Score -8864801 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -8866154.000000 Penalty: 5392.291016
	Iteration 8Q: 3 clusters Score -8866154 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -8867602.000000 Penalty: 5392.291016
	Iteration 9Q: 3 clusters Score -8867602 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -8869098.000000 Penalty: 5392.291016
	Iteration 10Q: 3 clusters Score -8869098 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -8870500.000000 Penalty: 5392.291016
	Iteration 11Q: 3 clusters Score -8870500 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -8871683.000000 Penalty: 5392.291016
	Iteration 12Q: 3 clusters Score -8871683 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -8872674.000000 Penalty: 5392.291016
	Iteration 13Q: 3 clusters Score -8872674 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -8873567.000000 Penalty: 5392.291016
	Iteration 14Q: 3 clusters Score -8873567 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -8874238.000000 Penalty: 5392.291016
	Iteration 15Q: 3 clusters Score -8874238 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -8874851.000000 Penalty: 5392.291016
	Iteration 16Q: 3 clusters Score -8874851 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -8875360.000000 Penalty: 5392.291016
	Iteration 17Q: 3 clusters Score -8875360 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -8875789.000000 Penalty: 5392.291016
	Iteration 18Q: 3 clusters Score -8875789 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 50023 members 
Entering Unmasked Estep 
Score: -8876102.000000 Penalty: 5392.291016
	Iteration 19Q: 3 clusters Score -8876102 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -8876379.000000 Penalty: 5392.291016
	Iteration 20F: 3 clusters Score -8876379 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -8876581.000000 Penalty: 5392.291016
	Iteration 21Q: 3 clusters Score -8876581 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -8876787.000000 Penalty: 5392.291016
	Iteration 22Q: 3 clusters Score -8876787 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -8876902.000000 Penalty: 5392.291016
	Iteration 23Q: 3 clusters Score -8876902 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -8876995.000000 Penalty: 5392.291016
	Iteration 24Q: 3 clusters Score -8876995 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -8877105.000000 Penalty: 5392.291016
	Iteration 25Q: 3 clusters Score -8877105 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -8877166.000000 Penalty: 5392.291016
	Iteration 26Q: 3 clusters Score -8877166 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -8877241.000000 Penalty: 5392.291016
	Iteration 27Q: 3 clusters Score -8877241 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -8877273.000000 Penalty: 5392.291016
	Iteration 28Q: 3 clusters Score -8877273 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -8877299.000000 Penalty: 5392.291016
	Iteration 29Q: 3 clusters Score -8877299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -8877325.000000 Penalty: 5392.291016
	Iteration 30Q: 3 clusters Score -8877325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -8877331.000000 Penalty: 5392.291016
	Iteration 31Q: 3 clusters Score -8877331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -8877342.000000 Penalty: 5392.291016
	Iteration 32Q: 3 clusters Score -8877342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -8877353.000000 Penalty: 5392.291016
	Iteration 33Q: 3 clusters Score -8877353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -8877364.000000 Penalty: 5392.291016
	Iteration 34Q: 3 clusters Score -8877364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -8877369.000000 Penalty: 5392.291016
	Iteration 35Q: 3 clusters Score -8877369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -8877387.000000 Penalty: 5392.291016
	Iteration 36Q: 3 clusters Score -8877387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -8877391.000000 Penalty: 5392.291016
	Iteration 37Q: 3 clusters Score -8877391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -8877395.000000 Penalty: 5392.291016
	Iteration 38Q: 3 clusters Score -8877395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -8877409.000000 Penalty: 5392.291016
	Iteration 39Q: 3 clusters Score -8877409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 52049 members 
Entering Unmasked Estep 
Score: -8877399.000000 Penalty: 5392.291016
	Iteration 40F: 3 clusters Score -8877399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -8877404.000000 Penalty: 5392.291016
	Iteration 41Q: 3 clusters Score -8877404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -8877403.000000 Penalty: 5392.291016
	Iteration 42Q: 3 clusters Score -8877403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -8877412.000000 Penalty: 5392.291016
	Iteration 43Q: 3 clusters Score -8877412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -8877398.000000 Penalty: 5392.291016
	Iteration 44Q: 3 clusters Score -8877398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -8877398.000000 Penalty: 5392.291016
	Iteration 45F: 3 clusters Score -8877398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Entering Unmasked Estep 
Score: -330886.500000 Penalty: 1885.395508
	Iteration 0F: 2 clusters Score -330886.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -328245.750000 Penalty: 3770.791016
	Iteration 0F: 3 clusters Score -328245.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -328718.625000 Penalty: 3770.791016
	Iteration 1F: 3 clusters Score -328718.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -328845.125000 Penalty: 3770.791016
	Iteration 2F: 3 clusters Score -328845.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -328923.781250 Penalty: 3770.791016
	Iteration 3Q: 3 clusters Score -328923.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -328992.156250 Penalty: 3770.791016
	Iteration 4Q: 3 clusters Score -328992.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -329052.375000 Penalty: 3770.791016
	Iteration 5Q: 3 clusters Score -329052.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -329117.250000 Penalty: 3770.791016
	Iteration 6Q: 3 clusters Score -329117.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -329174.281250 Penalty: 3770.791016
	Iteration 7Q: 3 clusters Score -329174.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -329226.312500 Penalty: 3770.791016
	Iteration 8Q: 3 clusters Score -329226.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -329272.531250 Penalty: 3770.791016
	Iteration 9Q: 3 clusters Score -329272.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -329306.906250 Penalty: 3770.791016
	Iteration 10Q: 3 clusters Score -329306.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -329339.562500 Penalty: 3770.791016
	Iteration 11Q: 3 clusters Score -329339.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -329363.812500 Penalty: 3770.791016
	Iteration 12Q: 3 clusters Score -329363.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -329383.781250 Penalty: 3770.791016
	Iteration 13Q: 3 clusters Score -329383.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -329400.781250 Penalty: 3770.791016
	Iteration 14Q: 3 clusters Score -329400.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -329422.718750 Penalty: 3770.791016
	Iteration 15Q: 3 clusters Score -329422.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -329441.187500 Penalty: 3770.791016
	Iteration 16Q: 3 clusters Score -329441.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -329454.156250 Penalty: 3770.791016
	Iteration 17Q: 3 clusters Score -329454.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -329460.656250 Penalty: 3770.791016
	Iteration 18Q: 3 clusters Score -329460.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -329467.187500 Penalty: 3770.791016
	Iteration 19Q: 3 clusters Score -329467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -329468.937500 Penalty: 3770.791016
	Iteration 20F: 3 clusters Score -329468.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -329470.656250 Penalty: 3770.791016
	Iteration 21Q: 3 clusters Score -329470.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -329472.125000 Penalty: 3770.791016
	Iteration 22Q: 3 clusters Score -329472.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -329473.375000 Penalty: 3770.791016
	Iteration 23Q: 3 clusters Score -329473.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -329475.812500 Penalty: 3770.791016
	Iteration 24Q: 3 clusters Score -329475.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -329478.218750 Penalty: 3770.791016
	Iteration 25Q: 3 clusters Score -329478.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -329481.062500 Penalty: 3770.791016
	Iteration 26Q: 3 clusters Score -329481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -329482.062500 Penalty: 3770.791016
	Iteration 27Q: 3 clusters Score -329482.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -329486.468750 Penalty: 3770.791016
	Iteration 28Q: 3 clusters Score -329486.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -329490.656250 Penalty: 3770.791016
	Iteration 29Q: 3 clusters Score -329490.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -329494.406250 Penalty: 3770.791016
	Iteration 30Q: 3 clusters Score -329494.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -329495.000000 Penalty: 3770.791016
	Iteration 31Q: 3 clusters Score -329495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -329495.750000 Penalty: 3770.791016
	Iteration 32Q: 3 clusters Score -329495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -329497.593750 Penalty: 3770.791016
	Iteration 33Q: 3 clusters Score -329497.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -329499.406250 Penalty: 3770.791016
	Iteration 34Q: 3 clusters Score -329499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -329501.093750 Penalty: 3770.791016
	Iteration 35Q: 3 clusters Score -329501.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -329503.500000 Penalty: 3770.791016
	Iteration 36Q: 3 clusters Score -329503.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -329504.468750 Penalty: 3770.791016
	Iteration 37Q: 3 clusters Score -329504.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -329506.218750 Penalty: 3770.791016
	Iteration 38Q: 3 clusters Score -329506.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -329507.343750 Penalty: 3770.791016
	Iteration 39Q: 3 clusters Score -329507.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -329509.343750 Penalty: 3770.791016
	Iteration 40F: 3 clusters Score -329509.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (17248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Entering Unmasked Estep 
Score: -2993024.000000 Penalty: 2419.351807
	Iteration 0F: 2 clusters Score -2993024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2980853.500000 Penalty: 4838.703613
	Iteration 0F: 3 clusters Score -2980854 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2984766.750000 Penalty: 4838.703613
	Iteration 1F: 3 clusters Score -2984767 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2985171.250000 Penalty: 4838.703613
	Iteration 2F: 3 clusters Score -2985171 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2985536.750000 Penalty: 4838.703613
	Iteration 3F: 3 clusters Score -2985537 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2985931.250000 Penalty: 4838.703613
	Iteration 4Q: 3 clusters Score -2985931 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2986414.250000 Penalty: 4838.703613
	Iteration 5Q: 3 clusters Score -2986414 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2987126.500000 Penalty: 4838.703613
	Iteration 6F: 3 clusters Score -2987126 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2987955.500000 Penalty: 4838.703613
	Iteration 7F: 3 clusters Score -2987956 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2988834.500000 Penalty: 4838.703613
	Iteration 8F: 3 clusters Score -2988834 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2989601.750000 Penalty: 4838.703613
	Iteration 9Q: 3 clusters Score -2989602 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2990174.750000 Penalty: 4838.703613
	Iteration 10Q: 3 clusters Score -2990175 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2990490.500000 Penalty: 4838.703613
	Iteration 11Q: 3 clusters Score -2990490 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2990666.750000 Penalty: 4838.703613
	Iteration 12Q: 3 clusters Score -2990667 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2990745.500000 Penalty: 4838.703613
	Iteration 13Q: 3 clusters Score -2990746 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2990812.500000 Penalty: 4838.703613
	Iteration 14Q: 3 clusters Score -2990812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2990843.750000 Penalty: 4838.703613
	Iteration 15Q: 3 clusters Score -2990844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2990867.750000 Penalty: 4838.703613
	Iteration 16Q: 3 clusters Score -2990868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2990879.750000 Penalty: 4838.703613
	Iteration 17Q: 3 clusters Score -2990880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2990895.500000 Penalty: 4838.703613
	Iteration 18Q: 3 clusters Score -2990896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2990904.000000 Penalty: 4838.703613
	Iteration 19Q: 3 clusters Score -2990904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2990915.750000 Penalty: 4838.703613
	Iteration 20F: 3 clusters Score -2990916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2990926.750000 Penalty: 4838.703613
	Iteration 21Q: 3 clusters Score -2990927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2990938.500000 Penalty: 4838.703613
	Iteration 22Q: 3 clusters Score -2990938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2990952.750000 Penalty: 4838.703613
	Iteration 23Q: 3 clusters Score -2990953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2990955.750000 Penalty: 4838.703613
	Iteration 24Q: 3 clusters Score -2990956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2990955.750000 Penalty: 4838.703613
	Iteration 25F: 3 clusters Score -2990956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -222870.625000 Penalty: 1791.015259
	Iteration 0F: 2 clusters Score -222870.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -220700.687500 Penalty: 3582.030518
	Iteration 0F: 3 clusters Score -220700.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -221072.875000 Penalty: 3582.030518
	Iteration 1F: 3 clusters Score -221072.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -221162.296875 Penalty: 3582.030518
	Iteration 2F: 3 clusters Score -221162.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -221224.203125 Penalty: 3582.030518
	Iteration 3Q: 3 clusters Score -221224.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -221270.546875 Penalty: 3582.030518
	Iteration 4Q: 3 clusters Score -221270.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -221304.531250 Penalty: 3582.030518
	Iteration 5Q: 3 clusters Score -221304.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -221338.765625 Penalty: 3582.030518
	Iteration 6Q: 3 clusters Score -221338.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -221372.953125 Penalty: 3582.030518
	Iteration 7Q: 3 clusters Score -221373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -221390.968750 Penalty: 3582.030518
	Iteration 8Q: 3 clusters Score -221391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -221412.359375 Penalty: 3582.030518
	Iteration 9Q: 3 clusters Score -221412.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -221430.281250 Penalty: 3582.030518
	Iteration 10Q: 3 clusters Score -221430.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -221442.656250 Penalty: 3582.030518
	Iteration 11Q: 3 clusters Score -221442.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -221452.265625 Penalty: 3582.030518
	Iteration 12Q: 3 clusters Score -221452.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -221457.984375 Penalty: 3582.030518
	Iteration 13Q: 3 clusters Score -221458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -221462.187500 Penalty: 3582.030518
	Iteration 14Q: 3 clusters Score -221462.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -221463.781250 Penalty: 3582.030518
	Iteration 15Q: 3 clusters Score -221463.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -221466.609375 Penalty: 3582.030518
	Iteration 16Q: 3 clusters Score -221466.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -221468.296875 Penalty: 3582.030518
	Iteration 17Q: 3 clusters Score -221468.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -221471.390625 Penalty: 3582.030518
	Iteration 18Q: 3 clusters Score -221471.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -221475.703125 Penalty: 3582.030518
	Iteration 19Q: 3 clusters Score -221475.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -221479.093750 Penalty: 3582.030518
	Iteration 20F: 3 clusters Score -221479.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -221481.515625 Penalty: 3582.030518
	Iteration 21Q: 3 clusters Score -221481.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -221484.875000 Penalty: 3582.030518
	Iteration 22Q: 3 clusters Score -221484.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -221489.828125 Penalty: 3582.030518
	Iteration 23Q: 3 clusters Score -221489.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -221492.921875 Penalty: 3582.030518
	Iteration 24Q: 3 clusters Score -221492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -221495.281250 Penalty: 3582.030518
	Iteration 25Q: 3 clusters Score -221495.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -221498.953125 Penalty: 3582.030518
	Iteration 26Q: 3 clusters Score -221499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -221504.953125 Penalty: 3582.030518
	Iteration 27Q: 3 clusters Score -221505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -221511.390625 Penalty: 3582.030518
	Iteration 28Q: 3 clusters Score -221511.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -221515.781250 Penalty: 3582.030518
	Iteration 29Q: 3 clusters Score -221515.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -221516.437500 Penalty: 3582.030518
	Iteration 30Q: 3 clusters Score -221516.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -221517.531250 Penalty: 3582.030518
	Iteration 31Q: 3 clusters Score -221517.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -221519.140625 Penalty: 3582.030518
	Iteration 32Q: 3 clusters Score -221519.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -221523.640625 Penalty: 3582.030518
	Iteration 33Q: 3 clusters Score -221523.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -221528.875000 Penalty: 3582.030518
	Iteration 34Q: 3 clusters Score -221528.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -221533.484375 Penalty: 3582.030518
	Iteration 35Q: 3 clusters Score -221533.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -221539.000000 Penalty: 3582.030518
	Iteration 36Q: 3 clusters Score -221539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -221541.984375 Penalty: 3582.030518
	Iteration 37Q: 3 clusters Score -221542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -221545.406250 Penalty: 3582.030518
	Iteration 38Q: 3 clusters Score -221545.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -221551.406250 Penalty: 3582.030518
	Iteration 39Q: 3 clusters Score -221551.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -221554.093750 Penalty: 3582.030518
	Iteration 40F: 3 clusters Score -221554.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -221554.718750 Penalty: 3582.030518
	Iteration 41Q: 3 clusters Score -221554.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -221554.718750 Penalty: 3582.030518
	Iteration 42F: 3 clusters Score -221554.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -106548.289062 Penalty: 1627.135620
	Iteration 0F: 2 clusters Score -106548.3 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 334 members 
Entering Unmasked Estep 
Score: -104889.937500 Penalty: 3254.271240
	Iteration 0F: 3 clusters Score -104889.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -105193.648438 Penalty: 3254.271240
	Iteration 1F: 3 clusters Score -105193.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -105290.203125 Penalty: 3254.271240
	Iteration 2F: 3 clusters Score -105290.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -105335.195312 Penalty: 3254.271240
	Iteration 3Q: 3 clusters Score -105335.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -105415.218750 Penalty: 3254.271240
	Iteration 4Q: 3 clusters Score -105415.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -105489.484375 Penalty: 3254.271240
	Iteration 5Q: 3 clusters Score -105489.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -105544.140625 Penalty: 3254.271240
	Iteration 6Q: 3 clusters Score -105544.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -105590.304688 Penalty: 3254.271240
	Iteration 7Q: 3 clusters Score -105590.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -105610.882812 Penalty: 3254.271240
	Iteration 8Q: 3 clusters Score -105610.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -105633.539062 Penalty: 3254.271240
	Iteration 9Q: 3 clusters Score -105633.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -105677.429688 Penalty: 3254.271240
	Iteration 10Q: 3 clusters Score -105677.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -105700.640625 Penalty: 3254.271240
	Iteration 11Q: 3 clusters Score -105700.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -105705.218750 Penalty: 3254.271240
	Iteration 12Q: 3 clusters Score -105705.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -105712.421875 Penalty: 3254.271240
	Iteration 13Q: 3 clusters Score -105712.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -105713.117188 Penalty: 3254.271240
	Iteration 14Q: 3 clusters Score -105713.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -105713.609375 Penalty: 3254.271240
	Iteration 15F: 3 clusters Score -105713.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -105725.429688 Penalty: 3254.271240
	Iteration 16Q: 3 clusters Score -105725.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -105730.640625 Penalty: 3254.271240
	Iteration 17Q: 3 clusters Score -105730.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -105736.234375 Penalty: 3254.271240
	Iteration 18Q: 3 clusters Score -105736.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -105750.054688 Penalty: 3254.271240
	Iteration 19Q: 3 clusters Score -105750.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -105757.671875 Penalty: 3254.271240
	Iteration 20F: 3 clusters Score -105757.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -105758.921875 Penalty: 3254.271240
	Iteration 21Q: 3 clusters Score -105758.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -105759.507812 Penalty: 3254.271240
	Iteration 22Q: 3 clusters Score -105759.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -105759.507812 Penalty: 3254.271240
	Iteration 23F: 3 clusters Score -105759.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -150151.171875 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -150151.2 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 447 members 
Entering Unmasked Estep 
Score: -148304.625000 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -148304.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -148586.250000 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -148586.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -148674.015625 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -148674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -148718.687500 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -148718.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -148737.484375 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -148737.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -148748.890625 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -148748.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -148760.812500 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -148760.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -148766.625000 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -148766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -148767.703125 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -148767.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -148767.703125 Penalty: 3376.735596
	Iteration 9F: 3 clusters Score -148767.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -74733.492188 Penalty: 1545.647095
	Iteration 0F: 2 clusters Score -74733.49 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: -73267.953125 Penalty: 3091.294189
	Iteration 0F: 3 clusters Score -73267.95 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73478.539062 Penalty: 3091.294189
	Iteration 1F: 3 clusters Score -73478.54 nChanged 25
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: -73534.890625 Penalty: 3091.294189
	Iteration 2Q: 3 clusters Score -73534.89 nChanged 6
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: -73545.992188 Penalty: 3091.294189
	Iteration 3Q: 3 clusters Score -73545.99 nChanged 0
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: -73545.992188 Penalty: 3091.294189
	Iteration 4F: 3 clusters Score -73545.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Entering Unmasked Estep 
Score: -1255528.375000 Penalty: 2212.123779
	Iteration 0F: 2 clusters Score -1255528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1249375.625000 Penalty: 4424.247559
	Iteration 0F: 3 clusters Score -1249376 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1251056.750000 Penalty: 4424.247559
	Iteration 1F: 3 clusters Score -1251057 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1251386.000000 Penalty: 4424.247559
	Iteration 2F: 3 clusters Score -1251386 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1251661.875000 Penalty: 4424.247559
	Iteration 3F: 3 clusters Score -1251662 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1251943.750000 Penalty: 4424.247559
	Iteration 4F: 3 clusters Score -1251944 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1252277.375000 Penalty: 4424.247559
	Iteration 5F: 3 clusters Score -1252277 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1252580.625000 Penalty: 4424.247559
	Iteration 6F: 3 clusters Score -1252581 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1252836.875000 Penalty: 4424.247559
	Iteration 7F: 3 clusters Score -1252837 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1253048.625000 Penalty: 4424.247559
	Iteration 8Q: 3 clusters Score -1253049 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1253207.125000 Penalty: 4424.247559
	Iteration 9Q: 3 clusters Score -1253207 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1253306.875000 Penalty: 4424.247559
	Iteration 10Q: 3 clusters Score -1253307 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1253376.625000 Penalty: 4424.247559
	Iteration 11Q: 3 clusters Score -1253377 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1253430.750000 Penalty: 4424.247559
	Iteration 12Q: 3 clusters Score -1253431 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1253467.000000 Penalty: 4424.247559
	Iteration 13Q: 3 clusters Score -1253467 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1253500.375000 Penalty: 4424.247559
	Iteration 14Q: 3 clusters Score -1253500 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1253519.500000 Penalty: 4424.247559
	Iteration 15Q: 3 clusters Score -1253520 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1253534.750000 Penalty: 4424.247559
	Iteration 16Q: 3 clusters Score -1253535 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1253545.625000 Penalty: 4424.247559
	Iteration 17Q: 3 clusters Score -1253546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1253555.250000 Penalty: 4424.247559
	Iteration 18Q: 3 clusters Score -1253555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1253567.500000 Penalty: 4424.247559
	Iteration 19Q: 3 clusters Score -1253568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1253581.500000 Penalty: 4424.247559
	Iteration 20F: 3 clusters Score -1253582 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1253593.625000 Penalty: 4424.247559
	Iteration 21Q: 3 clusters Score -1253594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1253607.625000 Penalty: 4424.247559
	Iteration 22Q: 3 clusters Score -1253608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1253617.000000 Penalty: 4424.247559
	Iteration 23Q: 3 clusters Score -1253617 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1253626.625000 Penalty: 4424.247559
	Iteration 24Q: 3 clusters Score -1253627 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1253637.000000 Penalty: 4424.247559
	Iteration 25Q: 3 clusters Score -1253637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1253645.625000 Penalty: 4424.247559
	Iteration 26Q: 3 clusters Score -1253646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1253648.500000 Penalty: 4424.247559
	Iteration 27Q: 3 clusters Score -1253648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1253656.000000 Penalty: 4424.247559
	Iteration 28Q: 3 clusters Score -1253656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1253657.875000 Penalty: 4424.247559
	Iteration 29Q: 3 clusters Score -1253658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1253663.625000 Penalty: 4424.247559
	Iteration 30Q: 3 clusters Score -1253664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1253667.625000 Penalty: 4424.247559
	Iteration 31Q: 3 clusters Score -1253668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1253669.375000 Penalty: 4424.247559
	Iteration 32Q: 3 clusters Score -1253669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1253671.375000 Penalty: 4424.247559
	Iteration 33Q: 3 clusters Score -1253671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1253674.000000 Penalty: 4424.247559
	Iteration 34Q: 3 clusters Score -1253674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1253675.375000 Penalty: 4424.247559
	Iteration 35Q: 3 clusters Score -1253675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1253677.625000 Penalty: 4424.247559
	Iteration 36Q: 3 clusters Score -1253678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1253679.250000 Penalty: 4424.247559
	Iteration 37Q: 3 clusters Score -1253679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1253678.750000 Penalty: 4424.247559
	Iteration 38Q: 3 clusters Score -1253679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1253678.875000 Penalty: 4424.247559
	Iteration 39Q: 3 clusters Score -1253679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1253679.250000 Penalty: 4424.247559
	Iteration 40F: 3 clusters Score -1253679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1253680.000000 Penalty: 4424.247559
	Iteration 41Q: 3 clusters Score -1253680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1253682.375000 Penalty: 4424.247559
	Iteration 42Q: 3 clusters Score -1253682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1253682.000000 Penalty: 4424.247559
	Iteration 43Q: 3 clusters Score -1253682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1253683.625000 Penalty: 4424.247559
	Iteration 44Q: 3 clusters Score -1253684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1253688.125000 Penalty: 4424.247559
	Iteration 45Q: 3 clusters Score -1253688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1253690.750000 Penalty: 4424.247559
	Iteration 46Q: 3 clusters Score -1253691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1253691.375000 Penalty: 4424.247559
	Iteration 47Q: 3 clusters Score -1253691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1253694.750000 Penalty: 4424.247559
	Iteration 48Q: 3 clusters Score -1253695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1253697.125000 Penalty: 4424.247559
	Iteration 49Q: 3 clusters Score -1253697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1253697.250000 Penalty: 4424.247559
	Iteration 50Q: 3 clusters Score -1253697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1253699.875000 Penalty: 4424.247559
	Iteration 51Q: 3 clusters Score -1253700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1253696.625000 Penalty: 4424.247559
	Iteration 52Q: 3 clusters Score -1253697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1253698.625000 Penalty: 4424.247559
	Iteration 53Q: 3 clusters Score -1253699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1253699.500000 Penalty: 4424.247559
	Iteration 54Q: 3 clusters Score -1253700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1253699.500000 Penalty: 4424.247559
	Iteration 55Q: 3 clusters Score -1253700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1253699.500000 Penalty: 4424.247559
	Iteration 56F: 3 clusters Score -1253700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (16878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Entering Unmasked Estep 
Score: -2866215.500000 Penalty: 2413.974121
	Iteration 0F: 2 clusters Score -2866216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2854199.000000 Penalty: 4827.948242
	Iteration 0F: 3 clusters Score -2854199 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2858321.000000 Penalty: 4827.948242
	Iteration 1F: 3 clusters Score -2858321 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2858743.250000 Penalty: 4827.948242
	Iteration 2F: 3 clusters Score -2858743 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2859120.250000 Penalty: 4827.948242
	Iteration 3F: 3 clusters Score -2859120 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2859444.000000 Penalty: 4827.948242
	Iteration 4Q: 3 clusters Score -2859444 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2859800.250000 Penalty: 4827.948242
	Iteration 5Q: 3 clusters Score -2859800 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2860187.000000 Penalty: 4827.948242
	Iteration 6Q: 3 clusters Score -2860187 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2860607.000000 Penalty: 4827.948242
	Iteration 7Q: 3 clusters Score -2860607 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2861055.500000 Penalty: 4827.948242
	Iteration 8Q: 3 clusters Score -2861056 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2861622.750000 Penalty: 4827.948242
	Iteration 9Q: 3 clusters Score -2861623 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2862225.000000 Penalty: 4827.948242
	Iteration 10Q: 3 clusters Score -2862225 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2862796.750000 Penalty: 4827.948242
	Iteration 11Q: 3 clusters Score -2862797 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2863238.500000 Penalty: 4827.948242
	Iteration 12Q: 3 clusters Score -2863238 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2863585.500000 Penalty: 4827.948242
	Iteration 13Q: 3 clusters Score -2863586 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2863842.500000 Penalty: 4827.948242
	Iteration 14Q: 3 clusters Score -2863842 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2864007.750000 Penalty: 4827.948242
	Iteration 15Q: 3 clusters Score -2864008 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2864119.750000 Penalty: 4827.948242
	Iteration 16Q: 3 clusters Score -2864120 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2864190.500000 Penalty: 4827.948242
	Iteration 17Q: 3 clusters Score -2864190 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2864242.000000 Penalty: 4827.948242
	Iteration 18Q: 3 clusters Score -2864242 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2864263.750000 Penalty: 4827.948242
	Iteration 19Q: 3 clusters Score -2864264 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2864297.500000 Penalty: 4827.948242
	Iteration 20F: 3 clusters Score -2864298 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2864300.500000 Penalty: 4827.948242
	Iteration 21Q: 3 clusters Score -2864300 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2864322.000000 Penalty: 4827.948242
	Iteration 22Q: 3 clusters Score -2864322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2864334.250000 Penalty: 4827.948242
	Iteration 23Q: 3 clusters Score -2864334 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2864336.000000 Penalty: 4827.948242
	Iteration 24Q: 3 clusters Score -2864336 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2864347.250000 Penalty: 4827.948242
	Iteration 25Q: 3 clusters Score -2864347 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2864361.000000 Penalty: 4827.948242
	Iteration 26Q: 3 clusters Score -2864361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2864367.750000 Penalty: 4827.948242
	Iteration 27Q: 3 clusters Score -2864368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2864367.750000 Penalty: 4827.948242
	Iteration 28Q: 3 clusters Score -2864368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2864367.750000 Penalty: 4827.948242
	Iteration 29Q: 3 clusters Score -2864368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2864367.750000 Penalty: 4827.948242
	Iteration 30Q: 3 clusters Score -2864368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2864365.000000 Penalty: 4827.948242
	Iteration 31Q: 3 clusters Score -2864365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2864377.500000 Penalty: 4827.948242
	Iteration 32Q: 3 clusters Score -2864378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2864376.000000 Penalty: 4827.948242
	Iteration 33Q: 3 clusters Score -2864376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2864382.750000 Penalty: 4827.948242
	Iteration 34Q: 3 clusters Score -2864383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2864383.250000 Penalty: 4827.948242
	Iteration 35Q: 3 clusters Score -2864383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2864382.750000 Penalty: 4827.948242
	Iteration 36Q: 3 clusters Score -2864383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2864382.750000 Penalty: 4827.948242
	Iteration 37Q: 3 clusters Score -2864383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2864385.500000 Penalty: 4827.948242
	Iteration 38Q: 3 clusters Score -2864386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2864383.250000 Penalty: 4827.948242
	Iteration 39Q: 3 clusters Score -2864383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2864386.250000 Penalty: 4827.948242
	Iteration 40F: 3 clusters Score -2864386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2864387.250000 Penalty: 4827.948242
	Iteration 41Q: 3 clusters Score -2864387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2864395.750000 Penalty: 4827.948242
	Iteration 42Q: 3 clusters Score -2864396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2864398.250000 Penalty: 4827.948242
	Iteration 43Q: 3 clusters Score -2864398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2864396.750000 Penalty: 4827.948242
	Iteration 44Q: 3 clusters Score -2864397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2864401.500000 Penalty: 4827.948242
	Iteration 45Q: 3 clusters Score -2864402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2864410.000000 Penalty: 4827.948242
	Iteration 46Q: 3 clusters Score -2864410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2864405.750000 Penalty: 4827.948242
	Iteration 47Q: 3 clusters Score -2864406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2864404.500000 Penalty: 4827.948242
	Iteration 48Q: 3 clusters Score -2864404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2864405.500000 Penalty: 4827.948242
	Iteration 49Q: 3 clusters Score -2864406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2864415.500000 Penalty: 4827.948242
	Iteration 50Q: 3 clusters Score -2864416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2864421.250000 Penalty: 4827.948242
	Iteration 51Q: 3 clusters Score -2864421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2864417.750000 Penalty: 4827.948242
	Iteration 52Q: 3 clusters Score -2864418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2864422.500000 Penalty: 4827.948242
	Iteration 53Q: 3 clusters Score -2864422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2864420.250000 Penalty: 4827.948242
	Iteration 54Q: 3 clusters Score -2864420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2864422.250000 Penalty: 4827.948242
	Iteration 55Q: 3 clusters Score -2864422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2864421.750000 Penalty: 4827.948242
	Iteration 56Q: 3 clusters Score -2864422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2864425.750000 Penalty: 4827.948242
	Iteration 57Q: 3 clusters Score -2864426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2864426.500000 Penalty: 4827.948242
	Iteration 58Q: 3 clusters Score -2864426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2864430.000000 Penalty: 4827.948242
	Iteration 59Q: 3 clusters Score -2864430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2864436.000000 Penalty: 4827.948242
	Iteration 60F: 3 clusters Score -2864436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2864436.250000 Penalty: 4827.948242
	Iteration 61Q: 3 clusters Score -2864436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2864437.250000 Penalty: 4827.948242
	Iteration 62Q: 3 clusters Score -2864437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2864439.750000 Penalty: 4827.948242
	Iteration 63Q: 3 clusters Score -2864440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2864435.000000 Penalty: 4827.948242
	Iteration 64Q: 3 clusters Score -2864435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2864437.000000 Penalty: 4827.948242
	Iteration 65Q: 3 clusters Score -2864437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2864434.500000 Penalty: 4827.948242
	Iteration 66Q: 3 clusters Score -2864434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2864436.000000 Penalty: 4827.948242
	Iteration 67Q: 3 clusters Score -2864436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2864431.250000 Penalty: 4827.948242
	Iteration 68Q: 3 clusters Score -2864431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2864432.000000 Penalty: 4827.948242
	Iteration 69Q: 3 clusters Score -2864432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2864435.500000 Penalty: 4827.948242
	Iteration 70Q: 3 clusters Score -2864436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2864435.250000 Penalty: 4827.948242
	Iteration 71Q: 3 clusters Score -2864435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2864433.000000 Penalty: 4827.948242
	Iteration 72Q: 3 clusters Score -2864433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2864433.500000 Penalty: 4827.948242
	Iteration 73Q: 3 clusters Score -2864434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2864440.250000 Penalty: 4827.948242
	Iteration 74Q: 3 clusters Score -2864440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2864439.000000 Penalty: 4827.948242
	Iteration 75Q: 3 clusters Score -2864439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2864438.750000 Penalty: 4827.948242
	Iteration 76Q: 3 clusters Score -2864439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2864447.750000 Penalty: 4827.948242
	Iteration 77Q: 3 clusters Score -2864448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2864445.250000 Penalty: 4827.948242
	Iteration 78Q: 3 clusters Score -2864445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2864445.500000 Penalty: 4827.948242
	Iteration 79Q: 3 clusters Score -2864446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2864446.500000 Penalty: 4827.948242
	Iteration 80F: 3 clusters Score -2864446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2864444.000000 Penalty: 4827.948242
	Iteration 81Q: 3 clusters Score -2864444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2864441.500000 Penalty: 4827.948242
	Iteration 82Q: 3 clusters Score -2864442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2864444.750000 Penalty: 4827.948242
	Iteration 83Q: 3 clusters Score -2864445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2864446.000000 Penalty: 4827.948242
	Iteration 84Q: 3 clusters Score -2864446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2864448.250000 Penalty: 4827.948242
	Iteration 85Q: 3 clusters Score -2864448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2864448.750000 Penalty: 4827.948242
	Iteration 86Q: 3 clusters Score -2864449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2864456.000000 Penalty: 4827.948242
	Iteration 87Q: 3 clusters Score -2864456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2864456.250000 Penalty: 4827.948242
	Iteration 88Q: 3 clusters Score -2864456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2864459.500000 Penalty: 4827.948242
	Iteration 89Q: 3 clusters Score -2864460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2864466.000000 Penalty: 4827.948242
	Iteration 90Q: 3 clusters Score -2864466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2864468.000000 Penalty: 4827.948242
	Iteration 91Q: 3 clusters Score -2864468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2864468.750000 Penalty: 4827.948242
	Iteration 92Q: 3 clusters Score -2864469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2864469.000000 Penalty: 4827.948242
	Iteration 93Q: 3 clusters Score -2864469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2864465.500000 Penalty: 4827.948242
	Iteration 94Q: 3 clusters Score -2864466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2864469.500000 Penalty: 4827.948242
	Iteration 95Q: 3 clusters Score -2864470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2864469.500000 Penalty: 4827.948242
	Iteration 96F: 3 clusters Score -2864470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Entering Unmasked Estep 
Score: -1015277.937500 Penalty: 2147.011230
	Iteration 0F: 2 clusters Score -1015278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1010211.312500 Penalty: 4294.022461
	Iteration 0F: 3 clusters Score -1010211 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1011443.312500 Penalty: 4294.022461
	Iteration 1F: 3 clusters Score -1011443 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1011630.812500 Penalty: 4294.022461
	Iteration 2F: 3 clusters Score -1011631 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1011756.250000 Penalty: 4294.022461
	Iteration 3Q: 3 clusters Score -1011756 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1011858.750000 Penalty: 4294.022461
	Iteration 4Q: 3 clusters Score -1011859 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1011923.187500 Penalty: 4294.022461
	Iteration 5Q: 3 clusters Score -1011923 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1011978.000000 Penalty: 4294.022461
	Iteration 6Q: 3 clusters Score -1011978 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1012031.000000 Penalty: 4294.022461
	Iteration 7Q: 3 clusters Score -1012031 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1012082.375000 Penalty: 4294.022461
	Iteration 8Q: 3 clusters Score -1012082 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1012125.062500 Penalty: 4294.022461
	Iteration 9Q: 3 clusters Score -1012125 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1012167.000000 Penalty: 4294.022461
	Iteration 10Q: 3 clusters Score -1012167 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1012204.937500 Penalty: 4294.022461
	Iteration 11Q: 3 clusters Score -1012205 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1012243.437500 Penalty: 4294.022461
	Iteration 12Q: 3 clusters Score -1012243 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1012285.312500 Penalty: 4294.022461
	Iteration 13Q: 3 clusters Score -1012285 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1012325.062500 Penalty: 4294.022461
	Iteration 14Q: 3 clusters Score -1012325 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1012368.812500 Penalty: 4294.022461
	Iteration 15Q: 3 clusters Score -1012369 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1012412.062500 Penalty: 4294.022461
	Iteration 16Q: 3 clusters Score -1012412 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1012458.187500 Penalty: 4294.022461
	Iteration 17Q: 3 clusters Score -1012458 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1012518.875000 Penalty: 4294.022461
	Iteration 18Q: 3 clusters Score -1012519 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1012583.062500 Penalty: 4294.022461
	Iteration 19Q: 3 clusters Score -1012583 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1012657.125000 Penalty: 4294.022461
	Iteration 20F: 3 clusters Score -1012657 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1012722.187500 Penalty: 4294.022461
	Iteration 21Q: 3 clusters Score -1012722 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1012776.750000 Penalty: 4294.022461
	Iteration 22Q: 3 clusters Score -1012777 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1012837.812500 Penalty: 4294.022461
	Iteration 23Q: 3 clusters Score -1012838 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1012912.125000 Penalty: 4294.022461
	Iteration 24Q: 3 clusters Score -1012912 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1012979.875000 Penalty: 4294.022461
	Iteration 25Q: 3 clusters Score -1012980 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1013051.500000 Penalty: 4294.022461
	Iteration 26Q: 3 clusters Score -1013052 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1013112.937500 Penalty: 4294.022461
	Iteration 27Q: 3 clusters Score -1013113 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1013159.625000 Penalty: 4294.022461
	Iteration 28Q: 3 clusters Score -1013160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1013191.437500 Penalty: 4294.022461
	Iteration 29Q: 3 clusters Score -1013191 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1013219.375000 Penalty: 4294.022461
	Iteration 30Q: 3 clusters Score -1013219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1013235.375000 Penalty: 4294.022461
	Iteration 31Q: 3 clusters Score -1013235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1013251.312500 Penalty: 4294.022461
	Iteration 32Q: 3 clusters Score -1013251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1013266.375000 Penalty: 4294.022461
	Iteration 33Q: 3 clusters Score -1013266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1013278.812500 Penalty: 4294.022461
	Iteration 34Q: 3 clusters Score -1013279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1013293.250000 Penalty: 4294.022461
	Iteration 35Q: 3 clusters Score -1013293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1013297.312500 Penalty: 4294.022461
	Iteration 36Q: 3 clusters Score -1013297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1013303.562500 Penalty: 4294.022461
	Iteration 37Q: 3 clusters Score -1013304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1013311.937500 Penalty: 4294.022461
	Iteration 38Q: 3 clusters Score -1013312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1013321.687500 Penalty: 4294.022461
	Iteration 39Q: 3 clusters Score -1013322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1013326.062500 Penalty: 4294.022461
	Iteration 40F: 3 clusters Score -1013326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1013327.437500 Penalty: 4294.022461
	Iteration 41Q: 3 clusters Score -1013327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1013328.687500 Penalty: 4294.022461
	Iteration 42Q: 3 clusters Score -1013329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1013328.687500 Penalty: 4294.022461
	Iteration 43F: 3 clusters Score -1013329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -253474.281250 Penalty: 1818.265381
	Iteration 0F: 2 clusters Score -253474.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -251134.546875 Penalty: 3636.530762
	Iteration 0F: 3 clusters Score -251134.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -251500.187500 Penalty: 3636.530762
	Iteration 1F: 3 clusters Score -251500.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -251629.328125 Penalty: 3636.530762
	Iteration 2F: 3 clusters Score -251629.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -251694.359375 Penalty: 3636.530762
	Iteration 3Q: 3 clusters Score -251694.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -251734.015625 Penalty: 3636.530762
	Iteration 4Q: 3 clusters Score -251734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -251756.687500 Penalty: 3636.530762
	Iteration 5Q: 3 clusters Score -251756.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -251777.937500 Penalty: 3636.530762
	Iteration 6Q: 3 clusters Score -251777.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -251795.562500 Penalty: 3636.530762
	Iteration 7Q: 3 clusters Score -251795.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -251816.765625 Penalty: 3636.530762
	Iteration 8Q: 3 clusters Score -251816.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -251825.640625 Penalty: 3636.530762
	Iteration 9Q: 3 clusters Score -251825.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -251831.890625 Penalty: 3636.530762
	Iteration 10Q: 3 clusters Score -251831.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -251835.750000 Penalty: 3636.530762
	Iteration 11Q: 3 clusters Score -251835.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -251842.531250 Penalty: 3636.530762
	Iteration 12Q: 3 clusters Score -251842.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -251850.078125 Penalty: 3636.530762
	Iteration 13Q: 3 clusters Score -251850.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -251856.968750 Penalty: 3636.530762
	Iteration 14Q: 3 clusters Score -251857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -251862.765625 Penalty: 3636.530762
	Iteration 15Q: 3 clusters Score -251862.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -251863.453125 Penalty: 3636.530762
	Iteration 16Q: 3 clusters Score -251863.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -251863.453125 Penalty: 3636.530762
	Iteration 17F: 3 clusters Score -251863.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 34853 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60278 members 
Mstep: Class 5 contains 33681 members 
Mstep: Class 6 contains 5819 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 31115 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6722 members 
Mstep: Class 12 contains 32872 members 
Mstep: Class 13 contains 3606 members 
Mstep: Class 14 contains 10351 members 
Mstep: Class 15 contains 2803 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62706 members 
Mstep: Class 18 contains 4820 members 
Mstep: Class 19 contains 13737 members 
Mstep: Class 20 contains 75316 members 
Mstep: Class 21 contains 17485 members 
Mstep: Class 22 contains 20331 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3552 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12353 members 
Mstep: Class 29 contains 2910 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11683 members 
Mstep: Class 32 contains 12027 members 
Mstep: Class 33 contains 5237 members 
Mstep: Class 34 contains 53140 members 
Mstep: Class 35 contains 11602 members 
Mstep: Class 36 contains 4495 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52657 members 
Mstep: Class 40 contains 2003 members 
Mstep: Class 41 contains 17248 members 
Mstep: Class 42 contains 1369 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 16878 members 
Mstep: Class 48 contains 5752 members 
Mstep: Class 49 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056144.000000 Penalty: 163572.531250
Iteration 279Q: 50 clusters Score -1.150561e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 34845 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60292 members 
Mstep: Class 5 contains 33683 members 
Mstep: Class 6 contains 5822 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 31114 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6719 members 
Mstep: Class 12 contains 32874 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 10349 members 
Mstep: Class 15 contains 2807 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62677 members 
Mstep: Class 18 contains 4821 members 
Mstep: Class 19 contains 13737 members 
Mstep: Class 20 contains 75317 members 
Mstep: Class 21 contains 17485 members 
Mstep: Class 22 contains 20330 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3549 members 
Mstep: Class 26 contains 6431 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11683 members 
Mstep: Class 32 contains 12035 members 
Mstep: Class 33 contains 5238 members 
Mstep: Class 34 contains 53142 members 
Mstep: Class 35 contains 11603 members 
Mstep: Class 36 contains 4494 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52656 members 
Mstep: Class 40 contains 2002 members 
Mstep: Class 41 contains 17264 members 
Mstep: Class 42 contains 1370 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7478 members 
Mstep: Class 47 contains 16878 members 
Mstep: Class 48 contains 5761 members 
Mstep: Class 49 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056064.000000 Penalty: 163572.531250
Iteration 280F: 50 clusters Score -1.150561e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 34844 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60293 members 
Mstep: Class 5 contains 33681 members 
Mstep: Class 6 contains 5825 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 31115 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 32877 members 
Mstep: Class 13 contains 3606 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 2808 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62668 members 
Mstep: Class 18 contains 4823 members 
Mstep: Class 19 contains 13736 members 
Mstep: Class 20 contains 75322 members 
Mstep: Class 21 contains 17487 members 
Mstep: Class 22 contains 20326 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3548 members 
Mstep: Class 26 contains 6430 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11686 members 
Mstep: Class 32 contains 12035 members 
Mstep: Class 33 contains 5239 members 
Mstep: Class 34 contains 53137 members 
Mstep: Class 35 contains 11604 members 
Mstep: Class 36 contains 4496 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52655 members 
Mstep: Class 40 contains 2004 members 
Mstep: Class 41 contains 17275 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7476 members 
Mstep: Class 47 contains 16877 members 
Mstep: Class 48 contains 5766 members 
Mstep: Class 49 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056128.000000 Penalty: 163572.531250
Iteration 281Q: 50 clusters Score -1.150561e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 34838 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60287 members 
Mstep: Class 5 contains 33678 members 
Mstep: Class 6 contains 5826 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 31114 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6716 members 
Mstep: Class 12 contains 32881 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 10346 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62659 members 
Mstep: Class 18 contains 4823 members 
Mstep: Class 19 contains 13736 members 
Mstep: Class 20 contains 75322 members 
Mstep: Class 21 contains 17488 members 
Mstep: Class 22 contains 20328 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3547 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11686 members 
Mstep: Class 32 contains 12040 members 
Mstep: Class 33 contains 5239 members 
Mstep: Class 34 contains 53139 members 
Mstep: Class 35 contains 11604 members 
Mstep: Class 36 contains 4496 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52654 members 
Mstep: Class 40 contains 2005 members 
Mstep: Class 41 contains 17294 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7476 members 
Mstep: Class 47 contains 16877 members 
Mstep: Class 48 contains 5768 members 
Mstep: Class 49 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056136.000000 Penalty: 163572.531250
Iteration 282Q: 50 clusters Score -1.150561e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 34834 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60288 members 
Mstep: Class 5 contains 33676 members 
Mstep: Class 6 contains 5828 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 31114 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6714 members 
Mstep: Class 12 contains 32886 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 2813 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62653 members 
Mstep: Class 18 contains 4823 members 
Mstep: Class 19 contains 13736 members 
Mstep: Class 20 contains 75322 members 
Mstep: Class 21 contains 17489 members 
Mstep: Class 22 contains 20328 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3547 members 
Mstep: Class 26 contains 6428 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11687 members 
Mstep: Class 32 contains 12041 members 
Mstep: Class 33 contains 5241 members 
Mstep: Class 34 contains 53136 members 
Mstep: Class 35 contains 11605 members 
Mstep: Class 36 contains 4495 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52650 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 17305 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 16877 members 
Mstep: Class 48 contains 5771 members 
Mstep: Class 49 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056216.000000 Penalty: 163572.531250
Iteration 283Q: 50 clusters Score -1.150562e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 34834 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60296 members 
Mstep: Class 5 contains 33675 members 
Mstep: Class 6 contains 5828 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 31114 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6710 members 
Mstep: Class 12 contains 32888 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62641 members 
Mstep: Class 18 contains 4826 members 
Mstep: Class 19 contains 13736 members 
Mstep: Class 20 contains 75323 members 
Mstep: Class 21 contains 17489 members 
Mstep: Class 22 contains 20327 members 
Mstep: Class 23 contains 5600 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3547 members 
Mstep: Class 26 contains 6427 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11685 members 
Mstep: Class 32 contains 12043 members 
Mstep: Class 33 contains 5241 members 
Mstep: Class 34 contains 53135 members 
Mstep: Class 35 contains 11604 members 
Mstep: Class 36 contains 4495 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52648 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 17317 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 16878 members 
Mstep: Class 48 contains 5776 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056208.000000 Penalty: 163572.531250
Iteration 284Q: 50 clusters Score -1.150562e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 34830 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60303 members 
Mstep: Class 5 contains 33673 members 
Mstep: Class 6 contains 5828 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 31117 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6705 members 
Mstep: Class 12 contains 32896 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62625 members 
Mstep: Class 18 contains 4826 members 
Mstep: Class 19 contains 13735 members 
Mstep: Class 20 contains 75324 members 
Mstep: Class 21 contains 17489 members 
Mstep: Class 22 contains 20329 members 
Mstep: Class 23 contains 5602 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3548 members 
Mstep: Class 26 contains 6427 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11686 members 
Mstep: Class 32 contains 12048 members 
Mstep: Class 33 contains 5242 members 
Mstep: Class 34 contains 53130 members 
Mstep: Class 35 contains 11602 members 
Mstep: Class 36 contains 4495 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52646 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 17330 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 16877 members 
Mstep: Class 48 contains 5778 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056248.000000 Penalty: 163572.531250
Iteration 285Q: 50 clusters Score -1.150562e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 34832 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60304 members 
Mstep: Class 5 contains 33674 members 
Mstep: Class 6 contains 5828 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 31118 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 32897 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62618 members 
Mstep: Class 18 contains 4826 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75323 members 
Mstep: Class 21 contains 17490 members 
Mstep: Class 22 contains 20330 members 
Mstep: Class 23 contains 5604 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3546 members 
Mstep: Class 26 contains 6428 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11688 members 
Mstep: Class 32 contains 12050 members 
Mstep: Class 33 contains 5243 members 
Mstep: Class 34 contains 53128 members 
Mstep: Class 35 contains 11604 members 
Mstep: Class 36 contains 4491 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52645 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 17345 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7478 members 
Mstep: Class 47 contains 16877 members 
Mstep: Class 48 contains 5780 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056208.000000 Penalty: 163572.531250
Iteration 286Q: 50 clusters Score -1.150562e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 34834 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60310 members 
Mstep: Class 5 contains 33673 members 
Mstep: Class 6 contains 5828 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 31120 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6700 members 
Mstep: Class 12 contains 32900 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62609 members 
Mstep: Class 18 contains 4826 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75323 members 
Mstep: Class 21 contains 17491 members 
Mstep: Class 22 contains 20328 members 
Mstep: Class 23 contains 5608 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3543 members 
Mstep: Class 26 contains 6428 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11689 members 
Mstep: Class 32 contains 12052 members 
Mstep: Class 33 contains 5244 members 
Mstep: Class 34 contains 53124 members 
Mstep: Class 35 contains 11605 members 
Mstep: Class 36 contains 4488 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52644 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 17355 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7478 members 
Mstep: Class 47 contains 16875 members 
Mstep: Class 48 contains 5782 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056240.000000 Penalty: 163572.531250
Iteration 287Q: 50 clusters Score -1.150562e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 34833 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60314 members 
Mstep: Class 5 contains 33672 members 
Mstep: Class 6 contains 5828 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 31120 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 32905 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62598 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 13735 members 
Mstep: Class 20 contains 75324 members 
Mstep: Class 21 contains 17493 members 
Mstep: Class 22 contains 20327 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3543 members 
Mstep: Class 26 contains 6428 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11688 members 
Mstep: Class 32 contains 12060 members 
Mstep: Class 33 contains 5244 members 
Mstep: Class 34 contains 53120 members 
Mstep: Class 35 contains 11605 members 
Mstep: Class 36 contains 4485 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52644 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 17366 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7478 members 
Mstep: Class 47 contains 16876 members 
Mstep: Class 48 contains 5783 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056240.000000 Penalty: 163572.531250
Iteration 288Q: 50 clusters Score -1.150562e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 34836 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60318 members 
Mstep: Class 5 contains 33673 members 
Mstep: Class 6 contains 5828 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 31119 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6693 members 
Mstep: Class 12 contains 32907 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62593 members 
Mstep: Class 18 contains 4826 members 
Mstep: Class 19 contains 13735 members 
Mstep: Class 20 contains 75322 members 
Mstep: Class 21 contains 17494 members 
Mstep: Class 22 contains 20324 members 
Mstep: Class 23 contains 5612 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12353 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11688 members 
Mstep: Class 32 contains 12063 members 
Mstep: Class 33 contains 5244 members 
Mstep: Class 34 contains 53116 members 
Mstep: Class 35 contains 11607 members 
Mstep: Class 36 contains 4482 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52644 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 17373 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 16876 members 
Mstep: Class 48 contains 5787 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056376.000000 Penalty: 163572.531250
Iteration 289Q: 50 clusters Score -1.150564e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 34828 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60321 members 
Mstep: Class 5 contains 33673 members 
Mstep: Class 6 contains 5827 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 31120 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6687 members 
Mstep: Class 12 contains 32909 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 10343 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62589 members 
Mstep: Class 18 contains 4826 members 
Mstep: Class 19 contains 13735 members 
Mstep: Class 20 contains 75318 members 
Mstep: Class 21 contains 17496 members 
Mstep: Class 22 contains 20325 members 
Mstep: Class 23 contains 5619 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6432 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12355 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11689 members 
Mstep: Class 32 contains 12069 members 
Mstep: Class 33 contains 5244 members 
Mstep: Class 34 contains 53115 members 
Mstep: Class 35 contains 11612 members 
Mstep: Class 36 contains 4477 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52643 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 17376 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 16876 members 
Mstep: Class 48 contains 5792 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056352.000000 Penalty: 163572.531250
Iteration 290Q: 50 clusters Score -1.150564e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 34826 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60332 members 
Mstep: Class 5 contains 33674 members 
Mstep: Class 6 contains 5829 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 31120 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6685 members 
Mstep: Class 12 contains 32923 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62568 members 
Mstep: Class 18 contains 4829 members 
Mstep: Class 19 contains 13735 members 
Mstep: Class 20 contains 75318 members 
Mstep: Class 21 contains 17498 members 
Mstep: Class 22 contains 20322 members 
Mstep: Class 23 contains 5623 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3540 members 
Mstep: Class 26 contains 6431 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12353 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6219 members 
Mstep: Class 31 contains 11689 members 
Mstep: Class 32 contains 12071 members 
Mstep: Class 33 contains 5244 members 
Mstep: Class 34 contains 53111 members 
Mstep: Class 35 contains 11614 members 
Mstep: Class 36 contains 4477 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2397 members 
Mstep: Class 39 contains 52641 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 17384 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7476 members 
Mstep: Class 47 contains 16874 members 
Mstep: Class 48 contains 5792 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056296.000000 Penalty: 163572.531250
Iteration 291Q: 50 clusters Score -1.150563e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 34823 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60339 members 
Mstep: Class 5 contains 33674 members 
Mstep: Class 6 contains 5830 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1892 members 
Mstep: Class 9 contains 31120 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6683 members 
Mstep: Class 12 contains 32931 members 
Mstep: Class 13 contains 3604 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62560 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 13735 members 
Mstep: Class 20 contains 75312 members 
Mstep: Class 21 contains 17498 members 
Mstep: Class 22 contains 20323 members 
Mstep: Class 23 contains 5628 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 3539 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6219 members 
Mstep: Class 31 contains 11687 members 
Mstep: Class 32 contains 12078 members 
Mstep: Class 33 contains 5244 members 
Mstep: Class 34 contains 53114 members 
Mstep: Class 35 contains 11614 members 
Mstep: Class 36 contains 4473 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2398 members 
Mstep: Class 39 contains 52639 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 17386 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7475 members 
Mstep: Class 47 contains 16874 members 
Mstep: Class 48 contains 5792 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056112.000000 Penalty: 163572.531250
Iteration 292Q: 50 clusters Score -1.150561e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 34825 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60344 members 
Mstep: Class 5 contains 33672 members 
Mstep: Class 6 contains 5831 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1891 members 
Mstep: Class 9 contains 31120 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6677 members 
Mstep: Class 12 contains 32940 members 
Mstep: Class 13 contains 3604 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62550 members 
Mstep: Class 18 contains 4835 members 
Mstep: Class 19 contains 13735 members 
Mstep: Class 20 contains 75310 members 
Mstep: Class 21 contains 17498 members 
Mstep: Class 22 contains 20325 members 
Mstep: Class 23 contains 5631 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3538 members 
Mstep: Class 26 contains 6430 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11687 members 
Mstep: Class 32 contains 12079 members 
Mstep: Class 33 contains 5244 members 
Mstep: Class 34 contains 53114 members 
Mstep: Class 35 contains 11614 members 
Mstep: Class 36 contains 4470 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2399 members 
Mstep: Class 39 contains 52636 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 17393 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7475 members 
Mstep: Class 47 contains 16875 members 
Mstep: Class 48 contains 5793 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056144.000000 Penalty: 163572.531250
Iteration 293Q: 50 clusters Score -1.150561e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 34826 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60352 members 
Mstep: Class 5 contains 33665 members 
Mstep: Class 6 contains 5833 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1891 members 
Mstep: Class 9 contains 31120 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6671 members 
Mstep: Class 12 contains 32951 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10343 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62533 members 
Mstep: Class 18 contains 4838 members 
Mstep: Class 19 contains 13735 members 
Mstep: Class 20 contains 75309 members 
Mstep: Class 21 contains 17498 members 
Mstep: Class 22 contains 20325 members 
Mstep: Class 23 contains 5636 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3536 members 
Mstep: Class 26 contains 6432 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6222 members 
Mstep: Class 31 contains 11687 members 
Mstep: Class 32 contains 12082 members 
Mstep: Class 33 contains 5243 members 
Mstep: Class 34 contains 53110 members 
Mstep: Class 35 contains 11617 members 
Mstep: Class 36 contains 4463 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2399 members 
Mstep: Class 39 contains 52637 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 17406 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7475 members 
Mstep: Class 47 contains 16875 members 
Mstep: Class 48 contains 5793 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056200.000000 Penalty: 163572.531250
Iteration 294Q: 50 clusters Score -1.150562e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 34830 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60359 members 
Mstep: Class 5 contains 33658 members 
Mstep: Class 6 contains 5834 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1891 members 
Mstep: Class 9 contains 31120 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 32961 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10343 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62518 members 
Mstep: Class 18 contains 4843 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75308 members 
Mstep: Class 21 contains 17500 members 
Mstep: Class 22 contains 20324 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6433 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6223 members 
Mstep: Class 31 contains 11688 members 
Mstep: Class 32 contains 12088 members 
Mstep: Class 33 contains 5242 members 
Mstep: Class 34 contains 53106 members 
Mstep: Class 35 contains 11618 members 
Mstep: Class 36 contains 4451 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2399 members 
Mstep: Class 39 contains 52637 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 17418 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7475 members 
Mstep: Class 47 contains 16874 members 
Mstep: Class 48 contains 5793 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056192.000000 Penalty: 163572.531250
Iteration 295Q: 50 clusters Score -1.150562e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 34832 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60367 members 
Mstep: Class 5 contains 33654 members 
Mstep: Class 6 contains 5838 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1891 members 
Mstep: Class 9 contains 31120 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6666 members 
Mstep: Class 12 contains 32961 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10343 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62497 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75307 members 
Mstep: Class 21 contains 17502 members 
Mstep: Class 22 contains 20327 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3539 members 
Mstep: Class 26 contains 6433 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6223 members 
Mstep: Class 31 contains 11689 members 
Mstep: Class 32 contains 12095 members 
Mstep: Class 33 contains 5243 members 
Mstep: Class 34 contains 53103 members 
Mstep: Class 35 contains 11619 members 
Mstep: Class 36 contains 4441 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2399 members 
Mstep: Class 39 contains 52635 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 17430 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7474 members 
Mstep: Class 47 contains 16872 members 
Mstep: Class 48 contains 5794 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056232.000000 Penalty: 163572.531250
Iteration 296Q: 50 clusters Score -1.150562e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 34831 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60365 members 
Mstep: Class 5 contains 33650 members 
Mstep: Class 6 contains 5841 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1891 members 
Mstep: Class 9 contains 31121 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 32968 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10343 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62482 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75306 members 
Mstep: Class 21 contains 17506 members 
Mstep: Class 22 contains 20328 members 
Mstep: Class 23 contains 5654 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3540 members 
Mstep: Class 26 contains 6433 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6223 members 
Mstep: Class 31 contains 11694 members 
Mstep: Class 32 contains 12103 members 
Mstep: Class 33 contains 5246 members 
Mstep: Class 34 contains 53095 members 
Mstep: Class 35 contains 11624 members 
Mstep: Class 36 contains 4438 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2399 members 
Mstep: Class 39 contains 52635 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 17441 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 16869 members 
Mstep: Class 48 contains 5796 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056248.000000 Penalty: 163572.531250
Iteration 297Q: 50 clusters Score -1.150562e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 34824 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60368 members 
Mstep: Class 5 contains 33645 members 
Mstep: Class 6 contains 5843 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1890 members 
Mstep: Class 9 contains 31121 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 32975 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10343 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62468 members 
Mstep: Class 18 contains 4848 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75302 members 
Mstep: Class 21 contains 17507 members 
Mstep: Class 22 contains 20329 members 
Mstep: Class 23 contains 5660 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3541 members 
Mstep: Class 26 contains 6434 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6223 members 
Mstep: Class 31 contains 11695 members 
Mstep: Class 32 contains 12114 members 
Mstep: Class 33 contains 5247 members 
Mstep: Class 34 contains 53096 members 
Mstep: Class 35 contains 11628 members 
Mstep: Class 36 contains 4432 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2399 members 
Mstep: Class 39 contains 52634 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 17450 members 
Mstep: Class 42 contains 1371 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 16868 members 
Mstep: Class 48 contains 5797 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056120.000000 Penalty: 163572.531250
Iteration 298Q: 50 clusters Score -1.150561e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 34821 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60367 members 
Mstep: Class 5 contains 33641 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1890 members 
Mstep: Class 9 contains 31121 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6658 members 
Mstep: Class 12 contains 32984 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62463 members 
Mstep: Class 18 contains 4855 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75300 members 
Mstep: Class 21 contains 17509 members 
Mstep: Class 22 contains 20329 members 
Mstep: Class 23 contains 5664 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3541 members 
Mstep: Class 26 contains 6435 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12353 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6223 members 
Mstep: Class 31 contains 11696 members 
Mstep: Class 32 contains 12119 members 
Mstep: Class 33 contains 5248 members 
Mstep: Class 34 contains 53092 members 
Mstep: Class 35 contains 11627 members 
Mstep: Class 36 contains 4428 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2399 members 
Mstep: Class 39 contains 52635 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 17457 members 
Mstep: Class 42 contains 1372 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7469 members 
Mstep: Class 47 contains 16867 members 
Mstep: Class 48 contains 5797 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056224.000000 Penalty: 163572.531250
Iteration 299Q: 50 clusters Score -1.150562e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 34807 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60363 members 
Mstep: Class 5 contains 33642 members 
Mstep: Class 6 contains 5847 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1889 members 
Mstep: Class 9 contains 31122 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6655 members 
Mstep: Class 12 contains 32991 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62458 members 
Mstep: Class 18 contains 4860 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75298 members 
Mstep: Class 21 contains 17512 members 
Mstep: Class 22 contains 20332 members 
Mstep: Class 23 contains 5661 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3541 members 
Mstep: Class 26 contains 6434 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12353 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6223 members 
Mstep: Class 31 contains 11692 members 
Mstep: Class 32 contains 12125 members 
Mstep: Class 33 contains 5252 members 
Mstep: Class 34 contains 53090 members 
Mstep: Class 35 contains 11627 members 
Mstep: Class 36 contains 4426 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2399 members 
Mstep: Class 39 contains 52633 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 17466 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7470 members 
Mstep: Class 47 contains 16869 members 
Mstep: Class 48 contains 5797 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056000.000000 Penalty: 163572.531250
Iteration 300F: 50 clusters Score -1.15056e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 34806 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60361 members 
Mstep: Class 5 contains 33640 members 
Mstep: Class 6 contains 5849 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31124 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6653 members 
Mstep: Class 12 contains 32995 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62455 members 
Mstep: Class 18 contains 4860 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75298 members 
Mstep: Class 21 contains 17513 members 
Mstep: Class 22 contains 20328 members 
Mstep: Class 23 contains 5660 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6434 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12353 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6222 members 
Mstep: Class 31 contains 11693 members 
Mstep: Class 32 contains 12131 members 
Mstep: Class 33 contains 5256 members 
Mstep: Class 34 contains 53085 members 
Mstep: Class 35 contains 11629 members 
Mstep: Class 36 contains 4427 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2399 members 
Mstep: Class 39 contains 52635 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 17471 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7468 members 
Mstep: Class 47 contains 16867 members 
Mstep: Class 48 contains 5797 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056088.000000 Penalty: 163572.531250
Iteration 301Q: 50 clusters Score -1.150561e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 34801 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60367 members 
Mstep: Class 5 contains 33640 members 
Mstep: Class 6 contains 5854 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31124 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6650 members 
Mstep: Class 12 contains 32999 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62438 members 
Mstep: Class 18 contains 4860 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75297 members 
Mstep: Class 21 contains 17514 members 
Mstep: Class 22 contains 20329 members 
Mstep: Class 23 contains 5662 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3544 members 
Mstep: Class 26 contains 6434 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6222 members 
Mstep: Class 31 contains 11693 members 
Mstep: Class 32 contains 12135 members 
Mstep: Class 33 contains 5260 members 
Mstep: Class 34 contains 53083 members 
Mstep: Class 35 contains 11628 members 
Mstep: Class 36 contains 4428 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52635 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 17478 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7468 members 
Mstep: Class 47 contains 16866 members 
Mstep: Class 48 contains 5797 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056008.000000 Penalty: 163572.531250
Iteration 302Q: 50 clusters Score -1.15056e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 34798 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60365 members 
Mstep: Class 5 contains 33644 members 
Mstep: Class 6 contains 5856 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31124 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6650 members 
Mstep: Class 12 contains 32997 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62422 members 
Mstep: Class 18 contains 4860 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75295 members 
Mstep: Class 21 contains 17515 members 
Mstep: Class 22 contains 20327 members 
Mstep: Class 23 contains 5664 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3545 members 
Mstep: Class 26 contains 6434 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6222 members 
Mstep: Class 31 contains 11692 members 
Mstep: Class 32 contains 12139 members 
Mstep: Class 33 contains 5263 members 
Mstep: Class 34 contains 53083 members 
Mstep: Class 35 contains 11628 members 
Mstep: Class 36 contains 4427 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52635 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 17496 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7467 members 
Mstep: Class 47 contains 16865 members 
Mstep: Class 48 contains 5797 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055992.000000 Penalty: 163572.531250
Iteration 303Q: 50 clusters Score -1.15056e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 34798 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60359 members 
Mstep: Class 5 contains 33644 members 
Mstep: Class 6 contains 5860 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31126 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6648 members 
Mstep: Class 12 contains 33002 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62410 members 
Mstep: Class 18 contains 4861 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75290 members 
Mstep: Class 21 contains 17518 members 
Mstep: Class 22 contains 20324 members 
Mstep: Class 23 contains 5665 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3545 members 
Mstep: Class 26 contains 6435 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6222 members 
Mstep: Class 31 contains 11691 members 
Mstep: Class 32 contains 12144 members 
Mstep: Class 33 contains 5264 members 
Mstep: Class 34 contains 53079 members 
Mstep: Class 35 contains 11626 members 
Mstep: Class 36 contains 4429 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52636 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 17513 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7464 members 
Mstep: Class 47 contains 16863 members 
Mstep: Class 48 contains 5797 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056032.000000 Penalty: 163572.531250
Iteration 304Q: 50 clusters Score -1.15056e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 34796 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60354 members 
Mstep: Class 5 contains 33640 members 
Mstep: Class 6 contains 5864 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31129 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6646 members 
Mstep: Class 12 contains 33009 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62399 members 
Mstep: Class 18 contains 4861 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75290 members 
Mstep: Class 21 contains 17518 members 
Mstep: Class 22 contains 20320 members 
Mstep: Class 23 contains 5665 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3545 members 
Mstep: Class 26 contains 6437 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 11689 members 
Mstep: Class 32 contains 12146 members 
Mstep: Class 33 contains 5265 members 
Mstep: Class 34 contains 53077 members 
Mstep: Class 35 contains 11628 members 
Mstep: Class 36 contains 4428 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52635 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 17528 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7465 members 
Mstep: Class 47 contains 16862 members 
Mstep: Class 48 contains 5797 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056120.000000 Penalty: 163572.531250
Iteration 305Q: 50 clusters Score -1.150561e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 34786 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60353 members 
Mstep: Class 5 contains 33639 members 
Mstep: Class 6 contains 5866 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31134 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6644 members 
Mstep: Class 12 contains 33016 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62392 members 
Mstep: Class 18 contains 4861 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75296 members 
Mstep: Class 21 contains 17519 members 
Mstep: Class 22 contains 20319 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3545 members 
Mstep: Class 26 contains 6438 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6219 members 
Mstep: Class 31 contains 11686 members 
Mstep: Class 32 contains 12150 members 
Mstep: Class 33 contains 5265 members 
Mstep: Class 34 contains 53070 members 
Mstep: Class 35 contains 11631 members 
Mstep: Class 36 contains 4427 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52633 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 17537 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7466 members 
Mstep: Class 47 contains 16861 members 
Mstep: Class 48 contains 5798 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056152.000000 Penalty: 163572.531250
Iteration 306Q: 50 clusters Score -1.150562e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 34781 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60357 members 
Mstep: Class 5 contains 33636 members 
Mstep: Class 6 contains 5867 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31136 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6644 members 
Mstep: Class 12 contains 33018 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62383 members 
Mstep: Class 18 contains 4861 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75297 members 
Mstep: Class 21 contains 17519 members 
Mstep: Class 22 contains 20318 members 
Mstep: Class 23 contains 5665 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3545 members 
Mstep: Class 26 contains 6437 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6219 members 
Mstep: Class 31 contains 11687 members 
Mstep: Class 32 contains 12157 members 
Mstep: Class 33 contains 5264 members 
Mstep: Class 34 contains 53070 members 
Mstep: Class 35 contains 11633 members 
Mstep: Class 36 contains 4425 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52629 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 17546 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7468 members 
Mstep: Class 47 contains 16861 members 
Mstep: Class 48 contains 5798 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056128.000000 Penalty: 163572.531250
Iteration 307Q: 50 clusters Score -1.150561e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 34770 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60360 members 
Mstep: Class 5 contains 33636 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31136 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6644 members 
Mstep: Class 12 contains 33023 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62379 members 
Mstep: Class 18 contains 4862 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75296 members 
Mstep: Class 21 contains 17521 members 
Mstep: Class 22 contains 20318 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3545 members 
Mstep: Class 26 contains 6437 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11685 members 
Mstep: Class 32 contains 12167 members 
Mstep: Class 33 contains 5264 members 
Mstep: Class 34 contains 53068 members 
Mstep: Class 35 contains 11634 members 
Mstep: Class 36 contains 4424 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52630 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 17550 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7468 members 
Mstep: Class 47 contains 16860 members 
Mstep: Class 48 contains 5798 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056200.000000 Penalty: 163572.531250
Iteration 308Q: 50 clusters Score -1.150562e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 34762 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60358 members 
Mstep: Class 5 contains 33637 members 
Mstep: Class 6 contains 5873 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31142 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6643 members 
Mstep: Class 12 contains 33027 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62381 members 
Mstep: Class 18 contains 4863 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75294 members 
Mstep: Class 21 contains 17524 members 
Mstep: Class 22 contains 20319 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3544 members 
Mstep: Class 26 contains 6437 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11684 members 
Mstep: Class 32 contains 12173 members 
Mstep: Class 33 contains 5263 members 
Mstep: Class 34 contains 53061 members 
Mstep: Class 35 contains 11636 members 
Mstep: Class 36 contains 4425 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52630 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 17553 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7468 members 
Mstep: Class 47 contains 16858 members 
Mstep: Class 48 contains 5800 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056176.000000 Penalty: 163572.531250
Iteration 309Q: 50 clusters Score -1.150562e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 34762 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60358 members 
Mstep: Class 5 contains 33638 members 
Mstep: Class 6 contains 5877 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31146 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6643 members 
Mstep: Class 12 contains 33033 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62385 members 
Mstep: Class 18 contains 4863 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75293 members 
Mstep: Class 21 contains 17525 members 
Mstep: Class 22 contains 20320 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6437 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11684 members 
Mstep: Class 32 contains 12171 members 
Mstep: Class 33 contains 5261 members 
Mstep: Class 34 contains 53054 members 
Mstep: Class 35 contains 11637 members 
Mstep: Class 36 contains 4430 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52629 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 17556 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7467 members 
Mstep: Class 47 contains 16856 members 
Mstep: Class 48 contains 5801 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056232.000000 Penalty: 163572.531250
Iteration 310Q: 50 clusters Score -1.150562e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 34759 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60355 members 
Mstep: Class 5 contains 33637 members 
Mstep: Class 6 contains 5883 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31151 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6644 members 
Mstep: Class 12 contains 33038 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62380 members 
Mstep: Class 18 contains 4864 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75293 members 
Mstep: Class 21 contains 17530 members 
Mstep: Class 22 contains 20318 members 
Mstep: Class 23 contains 5667 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6437 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11683 members 
Mstep: Class 32 contains 12178 members 
Mstep: Class 33 contains 5262 members 
Mstep: Class 34 contains 53046 members 
Mstep: Class 35 contains 11637 members 
Mstep: Class 36 contains 4430 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52630 members 
Mstep: Class 40 contains 2008 members 
Mstep: Class 41 contains 17562 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7467 members 
Mstep: Class 47 contains 16852 members 
Mstep: Class 48 contains 5802 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056184.000000 Penalty: 163572.531250
Iteration 311Q: 50 clusters Score -1.150562e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 34754 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60359 members 
Mstep: Class 5 contains 33637 members 
Mstep: Class 6 contains 5891 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31156 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6644 members 
Mstep: Class 12 contains 33041 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62375 members 
Mstep: Class 18 contains 4865 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75295 members 
Mstep: Class 21 contains 17530 members 
Mstep: Class 22 contains 20317 members 
Mstep: Class 23 contains 5668 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3541 members 
Mstep: Class 26 contains 6438 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12354 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11680 members 
Mstep: Class 32 contains 12185 members 
Mstep: Class 33 contains 5261 members 
Mstep: Class 34 contains 53039 members 
Mstep: Class 35 contains 11640 members 
Mstep: Class 36 contains 4429 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52631 members 
Mstep: Class 40 contains 2009 members 
Mstep: Class 41 contains 17563 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7467 members 
Mstep: Class 47 contains 16850 members 
Mstep: Class 48 contains 5803 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056224.000000 Penalty: 163572.531250
Iteration 312Q: 50 clusters Score -1.150562e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 34754 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60360 members 
Mstep: Class 5 contains 33635 members 
Mstep: Class 6 contains 5899 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31164 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6643 members 
Mstep: Class 12 contains 33043 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62372 members 
Mstep: Class 18 contains 4865 members 
Mstep: Class 19 contains 13735 members 
Mstep: Class 20 contains 75288 members 
Mstep: Class 21 contains 17532 members 
Mstep: Class 22 contains 20313 members 
Mstep: Class 23 contains 5670 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6438 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12357 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11675 members 
Mstep: Class 32 contains 12191 members 
Mstep: Class 33 contains 5262 members 
Mstep: Class 34 contains 53030 members 
Mstep: Class 35 contains 11640 members 
Mstep: Class 36 contains 4427 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52633 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 17567 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 708 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7468 members 
Mstep: Class 47 contains 16850 members 
Mstep: Class 48 contains 5803 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056248.000000 Penalty: 163572.531250
Iteration 313Q: 50 clusters Score -1.150562e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 34753 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60365 members 
Mstep: Class 5 contains 33634 members 
Mstep: Class 6 contains 5905 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31164 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 33048 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62365 members 
Mstep: Class 18 contains 4863 members 
Mstep: Class 19 contains 13735 members 
Mstep: Class 20 contains 75283 members 
Mstep: Class 21 contains 17533 members 
Mstep: Class 22 contains 20312 members 
Mstep: Class 23 contains 5671 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6437 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12359 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11675 members 
Mstep: Class 32 contains 12195 members 
Mstep: Class 33 contains 5261 members 
Mstep: Class 34 contains 53036 members 
Mstep: Class 35 contains 11639 members 
Mstep: Class 36 contains 4426 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52633 members 
Mstep: Class 40 contains 2012 members 
Mstep: Class 41 contains 17571 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7469 members 
Mstep: Class 47 contains 16848 members 
Mstep: Class 48 contains 5803 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056072.000000 Penalty: 163572.531250
Iteration 314Q: 50 clusters Score -1.150561e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 34752 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60373 members 
Mstep: Class 5 contains 33632 members 
Mstep: Class 6 contains 5911 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31168 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6640 members 
Mstep: Class 12 contains 33056 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62358 members 
Mstep: Class 18 contains 4863 members 
Mstep: Class 19 contains 13735 members 
Mstep: Class 20 contains 75282 members 
Mstep: Class 21 contains 17534 members 
Mstep: Class 22 contains 20311 members 
Mstep: Class 23 contains 5671 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6437 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12361 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11670 members 
Mstep: Class 32 contains 12199 members 
Mstep: Class 33 contains 5261 members 
Mstep: Class 34 contains 53033 members 
Mstep: Class 35 contains 11642 members 
Mstep: Class 36 contains 4424 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52635 members 
Mstep: Class 40 contains 2012 members 
Mstep: Class 41 contains 17573 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7469 members 
Mstep: Class 47 contains 16847 members 
Mstep: Class 48 contains 5803 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056232.000000 Penalty: 163572.531250
Iteration 315Q: 50 clusters Score -1.150562e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 34753 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60380 members 
Mstep: Class 5 contains 33632 members 
Mstep: Class 6 contains 5915 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31171 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6637 members 
Mstep: Class 12 contains 33055 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10346 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62349 members 
Mstep: Class 18 contains 4864 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75283 members 
Mstep: Class 21 contains 17535 members 
Mstep: Class 22 contains 20311 members 
Mstep: Class 23 contains 5674 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6438 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12361 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11669 members 
Mstep: Class 32 contains 12207 members 
Mstep: Class 33 contains 5265 members 
Mstep: Class 34 contains 53028 members 
Mstep: Class 35 contains 11643 members 
Mstep: Class 36 contains 4421 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52636 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17575 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 16846 members 
Mstep: Class 48 contains 5803 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056096.000000 Penalty: 163572.531250
Iteration 316Q: 50 clusters Score -1.150561e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 34760 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60383 members 
Mstep: Class 5 contains 33633 members 
Mstep: Class 6 contains 5918 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31172 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 33059 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62349 members 
Mstep: Class 18 contains 4866 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75280 members 
Mstep: Class 21 contains 17534 members 
Mstep: Class 22 contains 20311 members 
Mstep: Class 23 contains 5679 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6439 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12359 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11667 members 
Mstep: Class 32 contains 12214 members 
Mstep: Class 33 contains 5269 members 
Mstep: Class 34 contains 53027 members 
Mstep: Class 35 contains 11644 members 
Mstep: Class 36 contains 4417 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52636 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17581 members 
Mstep: Class 42 contains 1372 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7469 members 
Mstep: Class 47 contains 16847 members 
Mstep: Class 48 contains 5803 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056136.000000 Penalty: 163572.531250
Iteration 317Q: 50 clusters Score -1.150561e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 34761 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60389 members 
Mstep: Class 5 contains 33633 members 
Mstep: Class 6 contains 5920 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31172 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6628 members 
Mstep: Class 12 contains 33073 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62340 members 
Mstep: Class 18 contains 4866 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 75280 members 
Mstep: Class 21 contains 17536 members 
Mstep: Class 22 contains 20307 members 
Mstep: Class 23 contains 5682 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12361 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11667 members 
Mstep: Class 32 contains 12217 members 
Mstep: Class 33 contains 5275 members 
Mstep: Class 34 contains 53025 members 
Mstep: Class 35 contains 11644 members 
Mstep: Class 36 contains 4416 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52633 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17585 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7468 members 
Mstep: Class 47 contains 16848 members 
Mstep: Class 48 contains 5803 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056128.000000 Penalty: 163572.531250
Iteration 318Q: 50 clusters Score -1.150561e+08 nChanged 98
Entering ConstructFrom: 
Score: -115056128.000000 Penalty: 163572.531250
Entering ConstructFrom: 
Trying to split cluster 1 (15106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Entering Unmasked Estep 
Score: -2436392.250000 Penalty: 2386.466309
	Iteration 0F: 2 clusters Score -2436392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2425479.000000 Penalty: 4772.932617
	Iteration 0F: 3 clusters Score -2425479 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2429023.250000 Penalty: 4772.932617
	Iteration 1F: 3 clusters Score -2429023 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2429436.500000 Penalty: 4772.932617
	Iteration 2F: 3 clusters Score -2429436 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2429783.500000 Penalty: 4772.932617
	Iteration 3F: 3 clusters Score -2429784 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2430070.500000 Penalty: 4772.932617
	Iteration 4Q: 3 clusters Score -2430070 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2430342.250000 Penalty: 4772.932617
	Iteration 5Q: 3 clusters Score -2430342 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2430628.750000 Penalty: 4772.932617
	Iteration 6Q: 3 clusters Score -2430629 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2430922.500000 Penalty: 4772.932617
	Iteration 7Q: 3 clusters Score -2430922 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2431193.000000 Penalty: 4772.932617
	Iteration 8Q: 3 clusters Score -2431193 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2431495.750000 Penalty: 4772.932617
	Iteration 9Q: 3 clusters Score -2431496 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2431822.250000 Penalty: 4772.932617
	Iteration 10Q: 3 clusters Score -2431822 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2432190.500000 Penalty: 4772.932617
	Iteration 11Q: 3 clusters Score -2432190 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2432558.250000 Penalty: 4772.932617
	Iteration 12Q: 3 clusters Score -2432558 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2432863.500000 Penalty: 4772.932617
	Iteration 13Q: 3 clusters Score -2432864 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2433107.750000 Penalty: 4772.932617
	Iteration 14Q: 3 clusters Score -2433108 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2433309.250000 Penalty: 4772.932617
	Iteration 15Q: 3 clusters Score -2433309 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2433482.000000 Penalty: 4772.932617
	Iteration 16Q: 3 clusters Score -2433482 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2433639.750000 Penalty: 4772.932617
	Iteration 17Q: 3 clusters Score -2433640 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2433793.750000 Penalty: 4772.932617
	Iteration 18Q: 3 clusters Score -2433794 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2433924.500000 Penalty: 4772.932617
	Iteration 19Q: 3 clusters Score -2433924 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2434046.000000 Penalty: 4772.932617
	Iteration 20F: 3 clusters Score -2434046 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2434122.250000 Penalty: 4772.932617
	Iteration 21Q: 3 clusters Score -2434122 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2434174.250000 Penalty: 4772.932617
	Iteration 22Q: 3 clusters Score -2434174 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2434228.250000 Penalty: 4772.932617
	Iteration 23Q: 3 clusters Score -2434228 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2434272.250000 Penalty: 4772.932617
	Iteration 24Q: 3 clusters Score -2434272 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2434316.250000 Penalty: 4772.932617
	Iteration 25Q: 3 clusters Score -2434316 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2434344.250000 Penalty: 4772.932617
	Iteration 26Q: 3 clusters Score -2434344 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2434368.250000 Penalty: 4772.932617
	Iteration 27Q: 3 clusters Score -2434368 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2434386.250000 Penalty: 4772.932617
	Iteration 28Q: 3 clusters Score -2434386 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2434403.750000 Penalty: 4772.932617
	Iteration 29Q: 3 clusters Score -2434404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2434409.500000 Penalty: 4772.932617
	Iteration 30Q: 3 clusters Score -2434410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2434418.500000 Penalty: 4772.932617
	Iteration 31Q: 3 clusters Score -2434418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2434429.750000 Penalty: 4772.932617
	Iteration 32Q: 3 clusters Score -2434430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2434435.750000 Penalty: 4772.932617
	Iteration 33Q: 3 clusters Score -2434436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2434448.000000 Penalty: 4772.932617
	Iteration 34Q: 3 clusters Score -2434448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2434453.000000 Penalty: 4772.932617
	Iteration 35Q: 3 clusters Score -2434453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2434457.500000 Penalty: 4772.932617
	Iteration 36Q: 3 clusters Score -2434458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2434462.750000 Penalty: 4772.932617
	Iteration 37Q: 3 clusters Score -2434463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2434472.750000 Penalty: 4772.932617
	Iteration 38Q: 3 clusters Score -2434473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2434475.500000 Penalty: 4772.932617
	Iteration 39Q: 3 clusters Score -2434476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2434482.750000 Penalty: 4772.932617
	Iteration 40F: 3 clusters Score -2434483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2434478.750000 Penalty: 4772.932617
	Iteration 41Q: 3 clusters Score -2434479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2434483.500000 Penalty: 4772.932617
	Iteration 42Q: 3 clusters Score -2434484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2434486.000000 Penalty: 4772.932617
	Iteration 43Q: 3 clusters Score -2434486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2434491.250000 Penalty: 4772.932617
	Iteration 44Q: 3 clusters Score -2434491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2434493.000000 Penalty: 4772.932617
	Iteration 45Q: 3 clusters Score -2434493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2434499.750000 Penalty: 4772.932617
	Iteration 46Q: 3 clusters Score -2434500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2434499.000000 Penalty: 4772.932617
	Iteration 47Q: 3 clusters Score -2434499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2434505.000000 Penalty: 4772.932617
	Iteration 48Q: 3 clusters Score -2434505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2434505.000000 Penalty: 4772.932617
	Iteration 49Q: 3 clusters Score -2434505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2434502.000000 Penalty: 4772.932617
	Iteration 50Q: 3 clusters Score -2434502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2434504.250000 Penalty: 4772.932617
	Iteration 51Q: 3 clusters Score -2434504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2434506.000000 Penalty: 4772.932617
	Iteration 52Q: 3 clusters Score -2434506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2434505.500000 Penalty: 4772.932617
	Iteration 53Q: 3 clusters Score -2434506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2434505.500000 Penalty: 4772.932617
	Iteration 54F: 3 clusters Score -2434506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Entering Unmasked Estep 
Score: -5634231.500000 Penalty: 2593.164795
	Iteration 0F: 2 clusters Score -5634232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -5610537.500000 Penalty: 5186.329590
	Iteration 0F: 3 clusters Score -5610538 nChanged 15858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -5619258.500000 Penalty: 5186.329590
	Iteration 1F: 3 clusters Score -5619258 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -5619935.000000 Penalty: 5186.329590
	Iteration 2F: 3 clusters Score -5619935 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -5620545.000000 Penalty: 5186.329590
	Iteration 3Q: 3 clusters Score -5620545 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -5621240.500000 Penalty: 5186.329590
	Iteration 4Q: 3 clusters Score -5621240 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -5621982.000000 Penalty: 5186.329590
	Iteration 5Q: 3 clusters Score -5621982 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -5622799.000000 Penalty: 5186.329590
	Iteration 6Q: 3 clusters Score -5622799 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -5623623.000000 Penalty: 5186.329590
	Iteration 7Q: 3 clusters Score -5623623 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -5624402.000000 Penalty: 5186.329590
	Iteration 8Q: 3 clusters Score -5624402 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -5625249.500000 Penalty: 5186.329590
	Iteration 9Q: 3 clusters Score -5625250 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -5626042.500000 Penalty: 5186.329590
	Iteration 10Q: 3 clusters Score -5626042 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -5626718.500000 Penalty: 5186.329590
	Iteration 11Q: 3 clusters Score -5626718 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -5627270.500000 Penalty: 5186.329590
	Iteration 12Q: 3 clusters Score -5627270 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -5627753.000000 Penalty: 5186.329590
	Iteration 13Q: 3 clusters Score -5627753 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -5628052.500000 Penalty: 5186.329590
	Iteration 14Q: 3 clusters Score -5628052 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -5628284.500000 Penalty: 5186.329590
	Iteration 15Q: 3 clusters Score -5628284 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -5628396.500000 Penalty: 5186.329590
	Iteration 16Q: 3 clusters Score -5628396 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -5628469.500000 Penalty: 5186.329590
	Iteration 17Q: 3 clusters Score -5628470 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -5628535.500000 Penalty: 5186.329590
	Iteration 18Q: 3 clusters Score -5628536 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -5628551.500000 Penalty: 5186.329590
	Iteration 19Q: 3 clusters Score -5628552 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -5628564.500000 Penalty: 5186.329590
	Iteration 20F: 3 clusters Score -5628564 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -5628589.000000 Penalty: 5186.329590
	Iteration 21Q: 3 clusters Score -5628589 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -5628598.500000 Penalty: 5186.329590
	Iteration 22Q: 3 clusters Score -5628598 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -5628609.500000 Penalty: 5186.329590
	Iteration 23Q: 3 clusters Score -5628610 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -5628617.000000 Penalty: 5186.329590
	Iteration 24Q: 3 clusters Score -5628617 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -5628614.000000 Penalty: 5186.329590
	Iteration 25Q: 3 clusters Score -5628614 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -5628623.000000 Penalty: 5186.329590
	Iteration 26Q: 3 clusters Score -5628623 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -5628640.500000 Penalty: 5186.329590
	Iteration 27Q: 3 clusters Score -5628640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -5628642.000000 Penalty: 5186.329590
	Iteration 28Q: 3 clusters Score -5628642 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -5628652.000000 Penalty: 5186.329590
	Iteration 29Q: 3 clusters Score -5628652 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -5628660.500000 Penalty: 5186.329590
	Iteration 30Q: 3 clusters Score -5628660 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -5628669.500000 Penalty: 5186.329590
	Iteration 31Q: 3 clusters Score -5628670 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -5628670.000000 Penalty: 5186.329590
	Iteration 32Q: 3 clusters Score -5628670 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -5628675.000000 Penalty: 5186.329590
	Iteration 33Q: 3 clusters Score -5628675 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -5628676.500000 Penalty: 5186.329590
	Iteration 34Q: 3 clusters Score -5628676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -5628672.500000 Penalty: 5186.329590
	Iteration 35Q: 3 clusters Score -5628672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -5628666.500000 Penalty: 5186.329590
	Iteration 36Q: 3 clusters Score -5628666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -5628678.000000 Penalty: 5186.329590
	Iteration 37Q: 3 clusters Score -5628678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -5628684.500000 Penalty: 5186.329590
	Iteration 38Q: 3 clusters Score -5628684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -5628667.500000 Penalty: 5186.329590
	Iteration 39Q: 3 clusters Score -5628668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -5628665.500000 Penalty: 5186.329590
	Iteration 40F: 3 clusters Score -5628666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -5628668.500000 Penalty: 5186.329590
	Iteration 41Q: 3 clusters Score -5628668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -5628668.000000 Penalty: 5186.329590
	Iteration 42Q: 3 clusters Score -5628668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -5628676.000000 Penalty: 5186.329590
	Iteration 43Q: 3 clusters Score -5628676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -5628668.500000 Penalty: 5186.329590
	Iteration 44Q: 3 clusters Score -5628668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -5628662.500000 Penalty: 5186.329590
	Iteration 45Q: 3 clusters Score -5628662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -5628665.000000 Penalty: 5186.329590
	Iteration 46Q: 3 clusters Score -5628665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -5628657.500000 Penalty: 5186.329590
	Iteration 47Q: 3 clusters Score -5628658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -5628652.000000 Penalty: 5186.329590
	Iteration 48Q: 3 clusters Score -5628652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -5628661.500000 Penalty: 5186.329590
	Iteration 49Q: 3 clusters Score -5628662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -5628662.000000 Penalty: 5186.329590
	Iteration 50Q: 3 clusters Score -5628662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -5628663.500000 Penalty: 5186.329590
	Iteration 51Q: 3 clusters Score -5628664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -5628668.000000 Penalty: 5186.329590
	Iteration 52Q: 3 clusters Score -5628668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -5628678.000000 Penalty: 5186.329590
	Iteration 53Q: 3 clusters Score -5628678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -5628682.500000 Penalty: 5186.329590
	Iteration 54Q: 3 clusters Score -5628682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -5628674.500000 Penalty: 5186.329590
	Iteration 55Q: 3 clusters Score -5628674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -5628678.500000 Penalty: 5186.329590
	Iteration 56Q: 3 clusters Score -5628678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -5628678.500000 Penalty: 5186.329590
	Iteration 57F: 3 clusters Score -5628678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -150560.421875 Penalty: 1700.663452
	Iteration 0F: 2 clusters Score -150560.4 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 445 members 
Entering Unmasked Estep 
Score: -148684.718750 Penalty: 3401.326904
	Iteration 0F: 3 clusters Score -148684.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -149016.859375 Penalty: 3401.326904
	Iteration 1F: 3 clusters Score -149016.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -149189.312500 Penalty: 3401.326904
	Iteration 2F: 3 clusters Score -149189.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -149393.078125 Penalty: 3401.326904
	Iteration 3F: 3 clusters Score -149393.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -149683.406250 Penalty: 3401.326904
	Iteration 4F: 3 clusters Score -149683.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -149952.546875 Penalty: 3401.326904
	Iteration 5F: 3 clusters Score -149952.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -150368.031250 Penalty: 3401.326904
	Iteration 6F: 3 clusters Score -150368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -150626.218750 Penalty: 3401.326904
	Iteration 7Q: 3 clusters Score -150626.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -150726.875000 Penalty: 3401.326904
	Iteration 8Q: 3 clusters Score -150726.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -150780.640625 Penalty: 3401.326904
	Iteration 9Q: 3 clusters Score -150780.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -150807.312500 Penalty: 3401.326904
	Iteration 10Q: 3 clusters Score -150807.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -150823.453125 Penalty: 3401.326904
	Iteration 11Q: 3 clusters Score -150823.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -150835.281250 Penalty: 3401.326904
	Iteration 12Q: 3 clusters Score -150835.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -150840.312500 Penalty: 3401.326904
	Iteration 13Q: 3 clusters Score -150840.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -150846.593750 Penalty: 3401.326904
	Iteration 14Q: 3 clusters Score -150846.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -150853.109375 Penalty: 3401.326904
	Iteration 15Q: 3 clusters Score -150853.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -150853.109375 Penalty: 3401.326904
	Iteration 16F: 3 clusters Score -150853.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 34763 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 60394 members 
Mstep: Class 5 contains 33633 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31173 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 33085 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62327 members 
Mstep: Class 18 contains 4866 members 
Mstep: Class 19 contains 13733 members 
Mstep: Class 20 contains 75277 members 
Mstep: Class 21 contains 17537 members 
Mstep: Class 22 contains 20302 members 
Mstep: Class 23 contains 5685 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12362 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11668 members 
Mstep: Class 32 contains 12222 members 
Mstep: Class 33 contains 5280 members 
Mstep: Class 34 contains 53027 members 
Mstep: Class 35 contains 11644 members 
Mstep: Class 36 contains 4414 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52631 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17591 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7468 members 
Mstep: Class 47 contains 16845 members 
Mstep: Class 48 contains 5803 members 
Mstep: Class 49 contains 1519 members 
Mstep: Class 50 contains 521 members 
Entering Unmasked Estep 
Score: -115054696.000000 Penalty: 166910.750000
Splitting cluster 3 changes total score from -115056128.000000 to -115054696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (60394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Entering Unmasked Estep 
Score: -10438813.000000 Penalty: 2730.144043
	Iteration 0F: 2 clusters Score -1.043881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -10401530.000000 Penalty: 5460.288086
	Iteration 0F: 3 clusters Score -1.040153e+07 nChanged 28250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -10417598.000000 Penalty: 5460.288086
	Iteration 1F: 3 clusters Score -1.04176e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -10418355.000000 Penalty: 5460.288086
	Iteration 2Q: 3 clusters Score -1.041836e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -10419137.000000 Penalty: 5460.288086
	Iteration 3Q: 3 clusters Score -1.041914e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -10420014.000000 Penalty: 5460.288086
	Iteration 4Q: 3 clusters Score -1.042001e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -10420978.000000 Penalty: 5460.288086
	Iteration 5Q: 3 clusters Score -1.042098e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -10421974.000000 Penalty: 5460.288086
	Iteration 6Q: 3 clusters Score -1.042197e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -10423349.000000 Penalty: 5460.288086
	Iteration 7Q: 3 clusters Score -1.042335e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -10424686.000000 Penalty: 5460.288086
	Iteration 8Q: 3 clusters Score -1.042469e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -10426192.000000 Penalty: 5460.288086
	Iteration 9Q: 3 clusters Score -1.042619e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -10427910.000000 Penalty: 5460.288086
	Iteration 10Q: 3 clusters Score -1.042791e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -10429686.000000 Penalty: 5460.288086
	Iteration 11Q: 3 clusters Score -1.042969e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -10431438.000000 Penalty: 5460.288086
	Iteration 12Q: 3 clusters Score -1.043144e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 50489 members 
Entering Unmasked Estep 
Score: -10433108.000000 Penalty: 5460.288086
	Iteration 13Q: 3 clusters Score -1.043311e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -10434502.000000 Penalty: 5460.288086
	Iteration 14Q: 3 clusters Score -1.04345e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -10435441.000000 Penalty: 5460.288086
	Iteration 15Q: 3 clusters Score -1.043544e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -10436017.000000 Penalty: 5460.288086
	Iteration 16Q: 3 clusters Score -1.043602e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 56567 members 
Entering Unmasked Estep 
Score: -10436378.000000 Penalty: 5460.288086
	Iteration 17Q: 3 clusters Score -1.043638e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 57328 members 
Entering Unmasked Estep 
Score: -10436515.000000 Penalty: 5460.288086
	Iteration 18Q: 3 clusters Score -1.043652e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 57901 members 
Entering Unmasked Estep 
Score: -10436723.000000 Penalty: 5460.288086
	Iteration 19Q: 3 clusters Score -1.043672e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 58334 members 
Entering Unmasked Estep 
Score: -10436700.000000 Penalty: 5460.288086
	Iteration 20F: 3 clusters Score -1.04367e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -10436767.000000 Penalty: 5460.288086
	Iteration 21Q: 3 clusters Score -1.043677e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 58898 members 
Entering Unmasked Estep 
Score: -10436784.000000 Penalty: 5460.288086
	Iteration 22Q: 3 clusters Score -1.043678e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -10436812.000000 Penalty: 5460.288086
	Iteration 23Q: 3 clusters Score -1.043681e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 59174 members 
Entering Unmasked Estep 
Score: -10436832.000000 Penalty: 5460.288086
	Iteration 24Q: 3 clusters Score -1.043683e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -10436847.000000 Penalty: 5460.288086
	Iteration 25Q: 3 clusters Score -1.043685e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 59336 members 
Entering Unmasked Estep 
Score: -10436849.000000 Penalty: 5460.288086
	Iteration 26Q: 3 clusters Score -1.043685e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 59389 members 
Entering Unmasked Estep 
Score: -10436899.000000 Penalty: 5460.288086
	Iteration 27Q: 3 clusters Score -1.04369e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 59425 members 
Entering Unmasked Estep 
Score: -10436902.000000 Penalty: 5460.288086
	Iteration 28Q: 3 clusters Score -1.04369e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 59455 members 
Entering Unmasked Estep 
Score: -10436920.000000 Penalty: 5460.288086
	Iteration 29Q: 3 clusters Score -1.043692e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -10436912.000000 Penalty: 5460.288086
	Iteration 30Q: 3 clusters Score -1.043691e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 59504 members 
Entering Unmasked Estep 
Score: -10436920.000000 Penalty: 5460.288086
	Iteration 31Q: 3 clusters Score -1.043692e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 59522 members 
Entering Unmasked Estep 
Score: -10436918.000000 Penalty: 5460.288086
	Iteration 32Q: 3 clusters Score -1.043692e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -10436911.000000 Penalty: 5460.288086
	Iteration 33Q: 3 clusters Score -1.043691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -10436911.000000 Penalty: 5460.288086
	Iteration 34Q: 3 clusters Score -1.043691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 59568 members 
Entering Unmasked Estep 
Score: -10436885.000000 Penalty: 5460.288086
	Iteration 35Q: 3 clusters Score -1.043688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 59583 members 
Entering Unmasked Estep 
Score: -10436889.000000 Penalty: 5460.288086
	Iteration 36Q: 3 clusters Score -1.043689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 59596 members 
Entering Unmasked Estep 
Score: -10436876.000000 Penalty: 5460.288086
	Iteration 37Q: 3 clusters Score -1.043688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 59603 members 
Entering Unmasked Estep 
Score: -10436890.000000 Penalty: 5460.288086
	Iteration 38Q: 3 clusters Score -1.043689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 59608 members 
Entering Unmasked Estep 
Score: -10436890.000000 Penalty: 5460.288086
	Iteration 39Q: 3 clusters Score -1.043689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 59609 members 
Entering Unmasked Estep 
Score: -10436885.000000 Penalty: 5460.288086
	Iteration 40F: 3 clusters Score -1.043688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Entering Unmasked Estep 
Score: -5689209.500000 Penalty: 2584.969238
	Iteration 0F: 2 clusters Score -5689210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -5666244.000000 Penalty: 5169.938477
	Iteration 0F: 3 clusters Score -5666244 nChanged 15254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -5674641.500000 Penalty: 5169.938477
	Iteration 1F: 3 clusters Score -5674642 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -5675165.500000 Penalty: 5169.938477
	Iteration 2Q: 3 clusters Score -5675166 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -5675701.000000 Penalty: 5169.938477
	Iteration 3Q: 3 clusters Score -5675701 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -5676362.000000 Penalty: 5169.938477
	Iteration 4Q: 3 clusters Score -5676362 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -5677033.500000 Penalty: 5169.938477
	Iteration 5Q: 3 clusters Score -5677034 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -5677864.000000 Penalty: 5169.938477
	Iteration 6Q: 3 clusters Score -5677864 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -5678795.500000 Penalty: 5169.938477
	Iteration 7Q: 3 clusters Score -5678796 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -5679823.000000 Penalty: 5169.938477
	Iteration 8Q: 3 clusters Score -5679823 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -5680941.500000 Penalty: 5169.938477
	Iteration 9Q: 3 clusters Score -5680942 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -5681978.500000 Penalty: 5169.938477
	Iteration 10Q: 3 clusters Score -5681978 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -5682931.000000 Penalty: 5169.938477
	Iteration 11Q: 3 clusters Score -5682931 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -5683719.500000 Penalty: 5169.938477
	Iteration 12Q: 3 clusters Score -5683720 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -5684428.000000 Penalty: 5169.938477
	Iteration 13Q: 3 clusters Score -5684428 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -5685016.000000 Penalty: 5169.938477
	Iteration 14Q: 3 clusters Score -5685016 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -5685511.500000 Penalty: 5169.938477
	Iteration 15Q: 3 clusters Score -5685512 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -5685915.500000 Penalty: 5169.938477
	Iteration 16Q: 3 clusters Score -5685916 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -5686261.000000 Penalty: 5169.938477
	Iteration 17Q: 3 clusters Score -5686261 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -5686486.000000 Penalty: 5169.938477
	Iteration 18Q: 3 clusters Score -5686486 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -5686658.500000 Penalty: 5169.938477
	Iteration 19Q: 3 clusters Score -5686658 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -5686783.500000 Penalty: 5169.938477
	Iteration 20F: 3 clusters Score -5686784 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -5686911.000000 Penalty: 5169.938477
	Iteration 21Q: 3 clusters Score -5686911 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -5686992.000000 Penalty: 5169.938477
	Iteration 22Q: 3 clusters Score -5686992 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -5687063.500000 Penalty: 5169.938477
	Iteration 23Q: 3 clusters Score -5687064 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -5687108.000000 Penalty: 5169.938477
	Iteration 24Q: 3 clusters Score -5687108 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -5687122.500000 Penalty: 5169.938477
	Iteration 25Q: 3 clusters Score -5687122 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -5687129.000000 Penalty: 5169.938477
	Iteration 26Q: 3 clusters Score -5687129 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -5687163.500000 Penalty: 5169.938477
	Iteration 27Q: 3 clusters Score -5687164 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -5687175.000000 Penalty: 5169.938477
	Iteration 28Q: 3 clusters Score -5687175 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -5687182.000000 Penalty: 5169.938477
	Iteration 29Q: 3 clusters Score -5687182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -5687179.500000 Penalty: 5169.938477
	Iteration 30Q: 3 clusters Score -5687180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -5687196.500000 Penalty: 5169.938477
	Iteration 31Q: 3 clusters Score -5687196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -5687205.000000 Penalty: 5169.938477
	Iteration 32Q: 3 clusters Score -5687205 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -5687214.500000 Penalty: 5169.938477
	Iteration 33Q: 3 clusters Score -5687214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -5687222.500000 Penalty: 5169.938477
	Iteration 34Q: 3 clusters Score -5687222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -5687225.500000 Penalty: 5169.938477
	Iteration 35Q: 3 clusters Score -5687226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -5687242.000000 Penalty: 5169.938477
	Iteration 36Q: 3 clusters Score -5687242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -5687247.000000 Penalty: 5169.938477
	Iteration 37Q: 3 clusters Score -5687247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -5687266.000000 Penalty: 5169.938477
	Iteration 38Q: 3 clusters Score -5687266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -5687266.500000 Penalty: 5169.938477
	Iteration 39Q: 3 clusters Score -5687266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -5687268.000000 Penalty: 5169.938477
	Iteration 40F: 3 clusters Score -5687268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -5687267.000000 Penalty: 5169.938477
	Iteration 41Q: 3 clusters Score -5687267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -5687258.500000 Penalty: 5169.938477
	Iteration 42Q: 3 clusters Score -5687258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -5687269.000000 Penalty: 5169.938477
	Iteration 43Q: 3 clusters Score -5687269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -5687271.000000 Penalty: 5169.938477
	Iteration 44Q: 3 clusters Score -5687271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -5687270.000000 Penalty: 5169.938477
	Iteration 45Q: 3 clusters Score -5687270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -5687270.000000 Penalty: 5169.938477
	Iteration 46F: 3 clusters Score -5687270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Entering Unmasked Estep 
Score: -978531.250000 Penalty: 2154.360107
	Iteration 0F: 2 clusters Score -978531.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -973513.250000 Penalty: 4308.720215
	Iteration 0F: 3 clusters Score -973513.2 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -974946.562500 Penalty: 4308.720215
	Iteration 1F: 3 clusters Score -974946.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -975285.000000 Penalty: 4308.720215
	Iteration 2F: 3 clusters Score -975285 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -975514.125000 Penalty: 4308.720215
	Iteration 3F: 3 clusters Score -975514.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -975641.750000 Penalty: 4308.720215
	Iteration 4Q: 3 clusters Score -975641.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -975740.437500 Penalty: 4308.720215
	Iteration 5Q: 3 clusters Score -975740.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -975828.125000 Penalty: 4308.720215
	Iteration 6Q: 3 clusters Score -975828.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -975899.187500 Penalty: 4308.720215
	Iteration 7Q: 3 clusters Score -975899.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -975963.687500 Penalty: 4308.720215
	Iteration 8Q: 3 clusters Score -975963.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -976030.000000 Penalty: 4308.720215
	Iteration 9Q: 3 clusters Score -976030 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -976084.937500 Penalty: 4308.720215
	Iteration 10Q: 3 clusters Score -976084.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -976126.062500 Penalty: 4308.720215
	Iteration 11Q: 3 clusters Score -976126.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -976159.062500 Penalty: 4308.720215
	Iteration 12Q: 3 clusters Score -976159.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -976193.375000 Penalty: 4308.720215
	Iteration 13Q: 3 clusters Score -976193.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -976219.312500 Penalty: 4308.720215
	Iteration 14Q: 3 clusters Score -976219.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -976252.437500 Penalty: 4308.720215
	Iteration 15Q: 3 clusters Score -976252.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -976279.875000 Penalty: 4308.720215
	Iteration 16Q: 3 clusters Score -976279.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -976309.312500 Penalty: 4308.720215
	Iteration 17Q: 3 clusters Score -976309.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -976340.562500 Penalty: 4308.720215
	Iteration 18Q: 3 clusters Score -976340.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -976366.937500 Penalty: 4308.720215
	Iteration 19Q: 3 clusters Score -976366.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -976398.687500 Penalty: 4308.720215
	Iteration 20F: 3 clusters Score -976398.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -976433.375000 Penalty: 4308.720215
	Iteration 21Q: 3 clusters Score -976433.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -976457.062500 Penalty: 4308.720215
	Iteration 22Q: 3 clusters Score -976457.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -976484.375000 Penalty: 4308.720215
	Iteration 23Q: 3 clusters Score -976484.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -976509.437500 Penalty: 4308.720215
	Iteration 24Q: 3 clusters Score -976509.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -976539.125000 Penalty: 4308.720215
	Iteration 25Q: 3 clusters Score -976539.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -976560.187500 Penalty: 4308.720215
	Iteration 26Q: 3 clusters Score -976560.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -976582.687500 Penalty: 4308.720215
	Iteration 27Q: 3 clusters Score -976582.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -976604.562500 Penalty: 4308.720215
	Iteration 28Q: 3 clusters Score -976604.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -976624.062500 Penalty: 4308.720215
	Iteration 29Q: 3 clusters Score -976624.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -976638.812500 Penalty: 4308.720215
	Iteration 30Q: 3 clusters Score -976638.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -976656.687500 Penalty: 4308.720215
	Iteration 31Q: 3 clusters Score -976656.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -976676.812500 Penalty: 4308.720215
	Iteration 32Q: 3 clusters Score -976676.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -976692.312500 Penalty: 4308.720215
	Iteration 33Q: 3 clusters Score -976692.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -976709.312500 Penalty: 4308.720215
	Iteration 34Q: 3 clusters Score -976709.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -976724.062500 Penalty: 4308.720215
	Iteration 35Q: 3 clusters Score -976724.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -976736.812500 Penalty: 4308.720215
	Iteration 36Q: 3 clusters Score -976736.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -976746.562500 Penalty: 4308.720215
	Iteration 37Q: 3 clusters Score -976746.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -976754.312500 Penalty: 4308.720215
	Iteration 38Q: 3 clusters Score -976754.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -976761.562500 Penalty: 4308.720215
	Iteration 39Q: 3 clusters Score -976761.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -976769.812500 Penalty: 4308.720215
	Iteration 40F: 3 clusters Score -976769.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -976776.062500 Penalty: 4308.720215
	Iteration 41Q: 3 clusters Score -976776.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -976780.000000 Penalty: 4308.720215
	Iteration 42Q: 3 clusters Score -976780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -976783.875000 Penalty: 4308.720215
	Iteration 43Q: 3 clusters Score -976783.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -976788.812500 Penalty: 4308.720215
	Iteration 44Q: 3 clusters Score -976788.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -976796.000000 Penalty: 4308.720215
	Iteration 45Q: 3 clusters Score -976796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -976805.187500 Penalty: 4308.720215
	Iteration 46Q: 3 clusters Score -976805.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -976812.937500 Penalty: 4308.720215
	Iteration 47Q: 3 clusters Score -976812.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -976820.125000 Penalty: 4308.720215
	Iteration 48Q: 3 clusters Score -976820.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -976823.687500 Penalty: 4308.720215
	Iteration 49Q: 3 clusters Score -976823.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -976829.000000 Penalty: 4308.720215
	Iteration 50Q: 3 clusters Score -976829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -976833.125000 Penalty: 4308.720215
	Iteration 51Q: 3 clusters Score -976833.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -976839.750000 Penalty: 4308.720215
	Iteration 52Q: 3 clusters Score -976839.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -976843.500000 Penalty: 4308.720215
	Iteration 53Q: 3 clusters Score -976843.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -976848.750000 Penalty: 4308.720215
	Iteration 54Q: 3 clusters Score -976848.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -976853.875000 Penalty: 4308.720215
	Iteration 55Q: 3 clusters Score -976853.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -976856.437500 Penalty: 4308.720215
	Iteration 56Q: 3 clusters Score -976856.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -976860.187500 Penalty: 4308.720215
	Iteration 57Q: 3 clusters Score -976860.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -976864.812500 Penalty: 4308.720215
	Iteration 58Q: 3 clusters Score -976864.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -976866.500000 Penalty: 4308.720215
	Iteration 59Q: 3 clusters Score -976866.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -976868.375000 Penalty: 4308.720215
	Iteration 60F: 3 clusters Score -976868.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -976869.250000 Penalty: 4308.720215
	Iteration 61Q: 3 clusters Score -976869.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -976870.625000 Penalty: 4308.720215
	Iteration 62Q: 3 clusters Score -976870.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -976870.750000 Penalty: 4308.720215
	Iteration 63Q: 3 clusters Score -976870.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -976874.625000 Penalty: 4308.720215
	Iteration 64Q: 3 clusters Score -976874.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -976874.312500 Penalty: 4308.720215
	Iteration 65Q: 3 clusters Score -976874.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -976875.062500 Penalty: 4308.720215
	Iteration 66Q: 3 clusters Score -976875.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -976876.375000 Penalty: 4308.720215
	Iteration 67Q: 3 clusters Score -976876.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -976880.125000 Penalty: 4308.720215
	Iteration 68Q: 3 clusters Score -976880.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -976883.000000 Penalty: 4308.720215
	Iteration 69Q: 3 clusters Score -976883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -976883.312500 Penalty: 4308.720215
	Iteration 70Q: 3 clusters Score -976883.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -976885.687500 Penalty: 4308.720215
	Iteration 71Q: 3 clusters Score -976885.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -976891.312500 Penalty: 4308.720215
	Iteration 72Q: 3 clusters Score -976891.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -976896.437500 Penalty: 4308.720215
	Iteration 73Q: 3 clusters Score -976896.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -976900.250000 Penalty: 4308.720215
	Iteration 74Q: 3 clusters Score -976900.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -976900.437500 Penalty: 4308.720215
	Iteration 75Q: 3 clusters Score -976900.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -976900.312500 Penalty: 4308.720215
	Iteration 76Q: 3 clusters Score -976900.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -976900.312500 Penalty: 4308.720215
	Iteration 77Q: 3 clusters Score -976900.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -976903.125000 Penalty: 4308.720215
	Iteration 78Q: 3 clusters Score -976903.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -976903.250000 Penalty: 4308.720215
	Iteration 79Q: 3 clusters Score -976903.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -976904.437500 Penalty: 4308.720215
	Iteration 80F: 3 clusters Score -976904.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -976905.625000 Penalty: 4308.720215
	Iteration 81Q: 3 clusters Score -976905.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -976906.437500 Penalty: 4308.720215
	Iteration 82Q: 3 clusters Score -976906.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -976907.625000 Penalty: 4308.720215
	Iteration 83Q: 3 clusters Score -976907.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -976907.937500 Penalty: 4308.720215
	Iteration 84Q: 3 clusters Score -976907.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -976907.937500 Penalty: 4308.720215
	Iteration 85F: 3 clusters Score -976907.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Entering Unmasked Estep 
Score: -1317239.875000 Penalty: 2217.697998
	Iteration 0F: 2 clusters Score -1317240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1311035.500000 Penalty: 4435.395996
	Iteration 0F: 3 clusters Score -1311036 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1312700.000000 Penalty: 4435.395996
	Iteration 1F: 3 clusters Score -1312700 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1312956.250000 Penalty: 4435.395996
	Iteration 2F: 3 clusters Score -1312956 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1313145.500000 Penalty: 4435.395996
	Iteration 3Q: 3 clusters Score -1313146 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1313292.125000 Penalty: 4435.395996
	Iteration 4Q: 3 clusters Score -1313292 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1313401.375000 Penalty: 4435.395996
	Iteration 5Q: 3 clusters Score -1313401 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1313517.625000 Penalty: 4435.395996
	Iteration 6Q: 3 clusters Score -1313518 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1313641.375000 Penalty: 4435.395996
	Iteration 7Q: 3 clusters Score -1313641 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1313762.875000 Penalty: 4435.395996
	Iteration 8Q: 3 clusters Score -1313763 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1313901.625000 Penalty: 4435.395996
	Iteration 9Q: 3 clusters Score -1313902 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1314079.250000 Penalty: 4435.395996
	Iteration 10Q: 3 clusters Score -1314079 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1314256.125000 Penalty: 4435.395996
	Iteration 11Q: 3 clusters Score -1314256 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1314426.625000 Penalty: 4435.395996
	Iteration 12Q: 3 clusters Score -1314427 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1314572.750000 Penalty: 4435.395996
	Iteration 13Q: 3 clusters Score -1314573 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1314672.125000 Penalty: 4435.395996
	Iteration 14Q: 3 clusters Score -1314672 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1314747.500000 Penalty: 4435.395996
	Iteration 15Q: 3 clusters Score -1314748 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1314800.250000 Penalty: 4435.395996
	Iteration 16Q: 3 clusters Score -1314800 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1314834.000000 Penalty: 4435.395996
	Iteration 17Q: 3 clusters Score -1314834 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1314852.875000 Penalty: 4435.395996
	Iteration 18Q: 3 clusters Score -1314853 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1314877.375000 Penalty: 4435.395996
	Iteration 19Q: 3 clusters Score -1314877 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1314893.250000 Penalty: 4435.395996
	Iteration 20F: 3 clusters Score -1314893 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1314896.750000 Penalty: 4435.395996
	Iteration 21Q: 3 clusters Score -1314897 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1314911.250000 Penalty: 4435.395996
	Iteration 22Q: 3 clusters Score -1314911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1314918.000000 Penalty: 4435.395996
	Iteration 23Q: 3 clusters Score -1314918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1314927.000000 Penalty: 4435.395996
	Iteration 24Q: 3 clusters Score -1314927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1314927.875000 Penalty: 4435.395996
	Iteration 25Q: 3 clusters Score -1314928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1314932.625000 Penalty: 4435.395996
	Iteration 26Q: 3 clusters Score -1314933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1314936.500000 Penalty: 4435.395996
	Iteration 27Q: 3 clusters Score -1314936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1314936.625000 Penalty: 4435.395996
	Iteration 28Q: 3 clusters Score -1314937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1314939.875000 Penalty: 4435.395996
	Iteration 29Q: 3 clusters Score -1314940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1314943.000000 Penalty: 4435.395996
	Iteration 30Q: 3 clusters Score -1314943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1314946.000000 Penalty: 4435.395996
	Iteration 31Q: 3 clusters Score -1314946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1314945.375000 Penalty: 4435.395996
	Iteration 32Q: 3 clusters Score -1314945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1314948.125000 Penalty: 4435.395996
	Iteration 33Q: 3 clusters Score -1314948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1314948.875000 Penalty: 4435.395996
	Iteration 34Q: 3 clusters Score -1314949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1314949.750000 Penalty: 4435.395996
	Iteration 35Q: 3 clusters Score -1314950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1314948.625000 Penalty: 4435.395996
	Iteration 36Q: 3 clusters Score -1314949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1314949.500000 Penalty: 4435.395996
	Iteration 37Q: 3 clusters Score -1314950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1314950.500000 Penalty: 4435.395996
	Iteration 38Q: 3 clusters Score -1314950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1314950.500000 Penalty: 4435.395996
	Iteration 39F: 3 clusters Score -1314950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Entering Unmasked Estep 
Score: -293731.625000 Penalty: 1870.731812
	Iteration 0F: 2 clusters Score -293731.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -291192.343750 Penalty: 3741.463623
	Iteration 0F: 3 clusters Score -291192.3 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -291683.125000 Penalty: 3741.463623
	Iteration 1F: 3 clusters Score -291683.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -291899.656250 Penalty: 3741.463623
	Iteration 2F: 3 clusters Score -291899.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -292042.562500 Penalty: 3741.463623
	Iteration 3F: 3 clusters Score -292042.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -292161.062500 Penalty: 3741.463623
	Iteration 4Q: 3 clusters Score -292161.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -292248.687500 Penalty: 3741.463623
	Iteration 5Q: 3 clusters Score -292248.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -292317.281250 Penalty: 3741.463623
	Iteration 6Q: 3 clusters Score -292317.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -292381.125000 Penalty: 3741.463623
	Iteration 7Q: 3 clusters Score -292381.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -292435.875000 Penalty: 3741.463623
	Iteration 8Q: 3 clusters Score -292435.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -292483.125000 Penalty: 3741.463623
	Iteration 9Q: 3 clusters Score -292483.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -292526.406250 Penalty: 3741.463623
	Iteration 10Q: 3 clusters Score -292526.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -292567.281250 Penalty: 3741.463623
	Iteration 11Q: 3 clusters Score -292567.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -292596.406250 Penalty: 3741.463623
	Iteration 12Q: 3 clusters Score -292596.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -292618.250000 Penalty: 3741.463623
	Iteration 13Q: 3 clusters Score -292618.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -292628.781250 Penalty: 3741.463623
	Iteration 14Q: 3 clusters Score -292628.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -292636.843750 Penalty: 3741.463623
	Iteration 15Q: 3 clusters Score -292636.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -292639.718750 Penalty: 3741.463623
	Iteration 16Q: 3 clusters Score -292639.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -292641.562500 Penalty: 3741.463623
	Iteration 17Q: 3 clusters Score -292641.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -292642.031250 Penalty: 3741.463623
	Iteration 18Q: 3 clusters Score -292642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -292642.000000 Penalty: 3741.463623
	Iteration 19Q: 3 clusters Score -292642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -292642.000000 Penalty: 3741.463623
	Iteration 20F: 3 clusters Score -292642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Entering Unmasked Estep 
Score: -5452472.500000 Penalty: 2566.132080
	Iteration 0F: 2 clusters Score -5452472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -5431039.000000 Penalty: 5132.264160
	Iteration 0F: 3 clusters Score -5431039 nChanged 14163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -5438743.000000 Penalty: 5132.264160
	Iteration 1F: 3 clusters Score -5438743 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -5439059.000000 Penalty: 5132.264160
	Iteration 2Q: 3 clusters Score -5439059 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -5439320.500000 Penalty: 5132.264160
	Iteration 3Q: 3 clusters Score -5439320 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -5439493.000000 Penalty: 5132.264160
	Iteration 4Q: 3 clusters Score -5439493 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -5439644.000000 Penalty: 5132.264160
	Iteration 5Q: 3 clusters Score -5439644 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -5439802.000000 Penalty: 5132.264160
	Iteration 6Q: 3 clusters Score -5439802 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -5439953.500000 Penalty: 5132.264160
	Iteration 7Q: 3 clusters Score -5439954 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -5440157.000000 Penalty: 5132.264160
	Iteration 8Q: 3 clusters Score -5440157 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -5440420.500000 Penalty: 5132.264160
	Iteration 9Q: 3 clusters Score -5440420 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -5440801.000000 Penalty: 5132.264160
	Iteration 10Q: 3 clusters Score -5440801 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -5441391.500000 Penalty: 5132.264160
	Iteration 11Q: 3 clusters Score -5441392 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -5442445.000000 Penalty: 5132.264160
	Iteration 12F: 3 clusters Score -5442445 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -5444038.500000 Penalty: 5132.264160
	Iteration 13F: 3 clusters Score -5444038 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -5446045.000000 Penalty: 5132.264160
	Iteration 14F: 3 clusters Score -5446045 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -5447911.500000 Penalty: 5132.264160
	Iteration 15F: 3 clusters Score -5447912 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -5449107.500000 Penalty: 5132.264160
	Iteration 16Q: 3 clusters Score -5449108 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -5449715.000000 Penalty: 5132.264160
	Iteration 17Q: 3 clusters Score -5449715 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -5449966.500000 Penalty: 5132.264160
	Iteration 18Q: 3 clusters Score -5449966 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -5450085.000000 Penalty: 5132.264160
	Iteration 19Q: 3 clusters Score -5450085 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -5450137.500000 Penalty: 5132.264160
	Iteration 20F: 3 clusters Score -5450138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -5450183.000000 Penalty: 5132.264160
	Iteration 21Q: 3 clusters Score -5450183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -5450197.000000 Penalty: 5132.264160
	Iteration 22Q: 3 clusters Score -5450197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -5450215.500000 Penalty: 5132.264160
	Iteration 23Q: 3 clusters Score -5450216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -5450230.500000 Penalty: 5132.264160
	Iteration 24Q: 3 clusters Score -5450230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -5450227.000000 Penalty: 5132.264160
	Iteration 25Q: 3 clusters Score -5450227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -5450235.000000 Penalty: 5132.264160
	Iteration 26Q: 3 clusters Score -5450235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -5450238.500000 Penalty: 5132.264160
	Iteration 27Q: 3 clusters Score -5450238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -5450247.500000 Penalty: 5132.264160
	Iteration 28Q: 3 clusters Score -5450248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -5450247.000000 Penalty: 5132.264160
	Iteration 29Q: 3 clusters Score -5450247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -5450250.000000 Penalty: 5132.264160
	Iteration 30Q: 3 clusters Score -5450250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -5450250.000000 Penalty: 5132.264160
	Iteration 31F: 3 clusters Score -5450250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -20182.230469 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -20182.23 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 89 members 
Entering Unmasked Estep 
Score: -19410.591797 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -19410.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19662.865234 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -19662.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19731.101562 Penalty: 2561.733887
	Iteration 2F: 3 clusters Score -19731.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19742.138672 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -19742.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19742.138672 Penalty: 2561.733887
	Iteration 4F: 3 clusters Score -19742.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Entering Unmasked Estep 
Score: -1111230.000000 Penalty: 2182.016602
	Iteration 0F: 2 clusters Score -1111230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1105682.750000 Penalty: 4364.033203
	Iteration 0F: 3 clusters Score -1105683 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1107349.875000 Penalty: 4364.033203
	Iteration 1F: 3 clusters Score -1107350 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1107693.750000 Penalty: 4364.033203
	Iteration 2F: 3 clusters Score -1107694 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1107931.875000 Penalty: 4364.033203
	Iteration 3F: 3 clusters Score -1107932 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1108139.750000 Penalty: 4364.033203
	Iteration 4F: 3 clusters Score -1108140 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1108287.625000 Penalty: 4364.033203
	Iteration 5Q: 3 clusters Score -1108288 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1108432.250000 Penalty: 4364.033203
	Iteration 6Q: 3 clusters Score -1108432 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1108581.250000 Penalty: 4364.033203
	Iteration 7Q: 3 clusters Score -1108581 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1108724.750000 Penalty: 4364.033203
	Iteration 8Q: 3 clusters Score -1108725 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1108877.500000 Penalty: 4364.033203
	Iteration 9Q: 3 clusters Score -1108878 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1109019.250000 Penalty: 4364.033203
	Iteration 10Q: 3 clusters Score -1109019 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1109148.625000 Penalty: 4364.033203
	Iteration 11Q: 3 clusters Score -1109149 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1109240.750000 Penalty: 4364.033203
	Iteration 12Q: 3 clusters Score -1109241 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1109321.625000 Penalty: 4364.033203
	Iteration 13Q: 3 clusters Score -1109322 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1109392.125000 Penalty: 4364.033203
	Iteration 14Q: 3 clusters Score -1109392 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1109455.375000 Penalty: 4364.033203
	Iteration 15Q: 3 clusters Score -1109455 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1109511.000000 Penalty: 4364.033203
	Iteration 16Q: 3 clusters Score -1109511 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1109561.500000 Penalty: 4364.033203
	Iteration 17Q: 3 clusters Score -1109562 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1109593.750000 Penalty: 4364.033203
	Iteration 18Q: 3 clusters Score -1109594 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1109617.625000 Penalty: 4364.033203
	Iteration 19Q: 3 clusters Score -1109618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1109633.625000 Penalty: 4364.033203
	Iteration 20F: 3 clusters Score -1109634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1109648.375000 Penalty: 4364.033203
	Iteration 21Q: 3 clusters Score -1109648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1109668.875000 Penalty: 4364.033203
	Iteration 22Q: 3 clusters Score -1109669 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1109683.500000 Penalty: 4364.033203
	Iteration 23Q: 3 clusters Score -1109684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1109694.000000 Penalty: 4364.033203
	Iteration 24Q: 3 clusters Score -1109694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1109703.625000 Penalty: 4364.033203
	Iteration 25Q: 3 clusters Score -1109704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1109708.375000 Penalty: 4364.033203
	Iteration 26Q: 3 clusters Score -1109708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1109715.000000 Penalty: 4364.033203
	Iteration 27Q: 3 clusters Score -1109715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1109716.875000 Penalty: 4364.033203
	Iteration 28Q: 3 clusters Score -1109717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1109724.375000 Penalty: 4364.033203
	Iteration 29Q: 3 clusters Score -1109724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1109729.500000 Penalty: 4364.033203
	Iteration 30Q: 3 clusters Score -1109730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1109736.000000 Penalty: 4364.033203
	Iteration 31Q: 3 clusters Score -1109736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1109741.750000 Penalty: 4364.033203
	Iteration 32Q: 3 clusters Score -1109742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1109747.250000 Penalty: 4364.033203
	Iteration 33Q: 3 clusters Score -1109747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1109747.500000 Penalty: 4364.033203
	Iteration 34Q: 3 clusters Score -1109748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1109751.000000 Penalty: 4364.033203
	Iteration 35Q: 3 clusters Score -1109751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1109755.625000 Penalty: 4364.033203
	Iteration 36Q: 3 clusters Score -1109756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1109757.750000 Penalty: 4364.033203
	Iteration 37Q: 3 clusters Score -1109758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1109758.500000 Penalty: 4364.033203
	Iteration 38Q: 3 clusters Score -1109758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1109758.875000 Penalty: 4364.033203
	Iteration 39Q: 3 clusters Score -1109759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1109759.875000 Penalty: 4364.033203
	Iteration 40F: 3 clusters Score -1109760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1109760.250000 Penalty: 4364.033203
	Iteration 41Q: 3 clusters Score -1109760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1109759.125000 Penalty: 4364.033203
	Iteration 42Q: 3 clusters Score -1109759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1109759.125000 Penalty: 4364.033203
	Iteration 43F: 3 clusters Score -1109759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Entering Unmasked Estep 
Score: -5562975.500000 Penalty: 2580.895264
	Iteration 0F: 2 clusters Score -5562976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -5540383.500000 Penalty: 5161.790527
	Iteration 0F: 3 clusters Score -5540384 nChanged 15063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -5548952.000000 Penalty: 5161.790527
	Iteration 1F: 3 clusters Score -5548952 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -5550117.500000 Penalty: 5161.790527
	Iteration 2F: 3 clusters Score -5550118 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -5551521.000000 Penalty: 5161.790527
	Iteration 3F: 3 clusters Score -5551521 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -5553059.500000 Penalty: 5161.790527
	Iteration 4F: 3 clusters Score -5553060 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -5554331.500000 Penalty: 5161.790527
	Iteration 5F: 3 clusters Score -5554332 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -5555348.000000 Penalty: 5161.790527
	Iteration 6F: 3 clusters Score -5555348 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -5556208.000000 Penalty: 5161.790527
	Iteration 7Q: 3 clusters Score -5556208 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -5556903.000000 Penalty: 5161.790527
	Iteration 8Q: 3 clusters Score -5556903 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -5557419.000000 Penalty: 5161.790527
	Iteration 9Q: 3 clusters Score -5557419 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -5557893.500000 Penalty: 5161.790527
	Iteration 10Q: 3 clusters Score -5557894 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -5558364.500000 Penalty: 5161.790527
	Iteration 11Q: 3 clusters Score -5558364 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -5558786.500000 Penalty: 5161.790527
	Iteration 12Q: 3 clusters Score -5558786 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -5559171.000000 Penalty: 5161.790527
	Iteration 13Q: 3 clusters Score -5559171 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -5559445.500000 Penalty: 5161.790527
	Iteration 14Q: 3 clusters Score -5559446 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -5559748.000000 Penalty: 5161.790527
	Iteration 15Q: 3 clusters Score -5559748 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -5560015.000000 Penalty: 5161.790527
	Iteration 16Q: 3 clusters Score -5560015 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -5560182.500000 Penalty: 5161.790527
	Iteration 17Q: 3 clusters Score -5560182 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -5560279.500000 Penalty: 5161.790527
	Iteration 18Q: 3 clusters Score -5560280 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -5560378.000000 Penalty: 5161.790527
	Iteration 19Q: 3 clusters Score -5560378 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -5560460.000000 Penalty: 5161.790527
	Iteration 20F: 3 clusters Score -5560460 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -5560563.000000 Penalty: 5161.790527
	Iteration 21Q: 3 clusters Score -5560563 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -5560640.500000 Penalty: 5161.790527
	Iteration 22Q: 3 clusters Score -5560640 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -5560712.500000 Penalty: 5161.790527
	Iteration 23Q: 3 clusters Score -5560712 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -5560788.500000 Penalty: 5161.790527
	Iteration 24Q: 3 clusters Score -5560788 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -5560840.000000 Penalty: 5161.790527
	Iteration 25Q: 3 clusters Score -5560840 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -5560863.500000 Penalty: 5161.790527
	Iteration 26Q: 3 clusters Score -5560864 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -5560902.500000 Penalty: 5161.790527
	Iteration 27Q: 3 clusters Score -5560902 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -5560915.000000 Penalty: 5161.790527
	Iteration 28Q: 3 clusters Score -5560915 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -5560953.500000 Penalty: 5161.790527
	Iteration 29Q: 3 clusters Score -5560954 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -5560968.000000 Penalty: 5161.790527
	Iteration 30Q: 3 clusters Score -5560968 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -5560993.000000 Penalty: 5161.790527
	Iteration 31Q: 3 clusters Score -5560993 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -5561020.000000 Penalty: 5161.790527
	Iteration 32Q: 3 clusters Score -5561020 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -5561041.000000 Penalty: 5161.790527
	Iteration 33Q: 3 clusters Score -5561041 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -5561064.000000 Penalty: 5161.790527
	Iteration 34Q: 3 clusters Score -5561064 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -5561097.000000 Penalty: 5161.790527
	Iteration 35Q: 3 clusters Score -5561097 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -5561125.000000 Penalty: 5161.790527
	Iteration 36Q: 3 clusters Score -5561125 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -5561148.000000 Penalty: 5161.790527
	Iteration 37Q: 3 clusters Score -5561148 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -5561191.000000 Penalty: 5161.790527
	Iteration 38Q: 3 clusters Score -5561191 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -5561211.500000 Penalty: 5161.790527
	Iteration 39Q: 3 clusters Score -5561212 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -5561267.000000 Penalty: 5161.790527
	Iteration 40F: 3 clusters Score -5561267 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -5561300.500000 Penalty: 5161.790527
	Iteration 41Q: 3 clusters Score -5561300 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -5561336.500000 Penalty: 5161.790527
	Iteration 42Q: 3 clusters Score -5561336 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -5561346.500000 Penalty: 5161.790527
	Iteration 43Q: 3 clusters Score -5561346 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -5561376.500000 Penalty: 5161.790527
	Iteration 44Q: 3 clusters Score -5561376 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -5561417.500000 Penalty: 5161.790527
	Iteration 45Q: 3 clusters Score -5561418 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -5561437.500000 Penalty: 5161.790527
	Iteration 46Q: 3 clusters Score -5561438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -5561466.000000 Penalty: 5161.790527
	Iteration 47Q: 3 clusters Score -5561466 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -5561483.500000 Penalty: 5161.790527
	Iteration 48Q: 3 clusters Score -5561484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -5561487.000000 Penalty: 5161.790527
	Iteration 49Q: 3 clusters Score -5561487 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -5561500.500000 Penalty: 5161.790527
	Iteration 50Q: 3 clusters Score -5561500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -5561518.500000 Penalty: 5161.790527
	Iteration 51Q: 3 clusters Score -5561518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -5561526.500000 Penalty: 5161.790527
	Iteration 52Q: 3 clusters Score -5561526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -5561547.000000 Penalty: 5161.790527
	Iteration 53Q: 3 clusters Score -5561547 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -5561565.000000 Penalty: 5161.790527
	Iteration 54Q: 3 clusters Score -5561565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -5561567.000000 Penalty: 5161.790527
	Iteration 55Q: 3 clusters Score -5561567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -5561560.000000 Penalty: 5161.790527
	Iteration 56Q: 3 clusters Score -5561560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -5561579.000000 Penalty: 5161.790527
	Iteration 57Q: 3 clusters Score -5561579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -5561585.500000 Penalty: 5161.790527
	Iteration 58Q: 3 clusters Score -5561586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -5561601.500000 Penalty: 5161.790527
	Iteration 59Q: 3 clusters Score -5561602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -5561601.500000 Penalty: 5161.790527
	Iteration 60F: 3 clusters Score -5561602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -5561606.000000 Penalty: 5161.790527
	Iteration 61Q: 3 clusters Score -5561606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -5561621.000000 Penalty: 5161.790527
	Iteration 62Q: 3 clusters Score -5561621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -5561626.500000 Penalty: 5161.790527
	Iteration 63Q: 3 clusters Score -5561626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -5561627.500000 Penalty: 5161.790527
	Iteration 64Q: 3 clusters Score -5561628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -5561638.500000 Penalty: 5161.790527
	Iteration 65Q: 3 clusters Score -5561638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -5561645.500000 Penalty: 5161.790527
	Iteration 66Q: 3 clusters Score -5561646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -5561648.500000 Penalty: 5161.790527
	Iteration 67Q: 3 clusters Score -5561648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -5561641.000000 Penalty: 5161.790527
	Iteration 68Q: 3 clusters Score -5561641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -5561647.000000 Penalty: 5161.790527
	Iteration 69Q: 3 clusters Score -5561647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -5561650.500000 Penalty: 5161.790527
	Iteration 70Q: 3 clusters Score -5561650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -5561645.000000 Penalty: 5161.790527
	Iteration 71Q: 3 clusters Score -5561645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -5561645.500000 Penalty: 5161.790527
	Iteration 72Q: 3 clusters Score -5561646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -5561646.500000 Penalty: 5161.790527
	Iteration 73Q: 3 clusters Score -5561646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -5561651.500000 Penalty: 5161.790527
	Iteration 74Q: 3 clusters Score -5561652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -5561649.500000 Penalty: 5161.790527
	Iteration 75Q: 3 clusters Score -5561650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -5561655.500000 Penalty: 5161.790527
	Iteration 76Q: 3 clusters Score -5561656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -5561650.000000 Penalty: 5161.790527
	Iteration 77Q: 3 clusters Score -5561650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -5561660.000000 Penalty: 5161.790527
	Iteration 78Q: 3 clusters Score -5561660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -5561659.000000 Penalty: 5161.790527
	Iteration 79Q: 3 clusters Score -5561659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -5561659.000000 Penalty: 5161.790527
	Iteration 80F: 3 clusters Score -5561659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Entering Unmasked Estep 
Score: -606956.062500 Penalty: 2031.001465
	Iteration 0F: 2 clusters Score -606956.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -603352.625000 Penalty: 4062.002930
	Iteration 0F: 3 clusters Score -603352.6 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -604069.000000 Penalty: 4062.002930
	Iteration 1F: 3 clusters Score -604069 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -604254.812500 Penalty: 4062.002930
	Iteration 2F: 3 clusters Score -604254.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -604355.187500 Penalty: 4062.002930
	Iteration 3Q: 3 clusters Score -604355.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -604451.187500 Penalty: 4062.002930
	Iteration 4Q: 3 clusters Score -604451.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -604553.812500 Penalty: 4062.002930
	Iteration 5Q: 3 clusters Score -604553.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -604699.125000 Penalty: 4062.002930
	Iteration 6Q: 3 clusters Score -604699.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -604856.562500 Penalty: 4062.002930
	Iteration 7Q: 3 clusters Score -604856.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -605098.812500 Penalty: 4062.002930
	Iteration 8F: 3 clusters Score -605098.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -605376.750000 Penalty: 4062.002930
	Iteration 9F: 3 clusters Score -605376.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -605612.250000 Penalty: 4062.002930
	Iteration 10F: 3 clusters Score -605612.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -605778.937500 Penalty: 4062.002930
	Iteration 11Q: 3 clusters Score -605778.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -605866.875000 Penalty: 4062.002930
	Iteration 12Q: 3 clusters Score -605866.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -605909.437500 Penalty: 4062.002930
	Iteration 13Q: 3 clusters Score -605909.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -605934.812500 Penalty: 4062.002930
	Iteration 14Q: 3 clusters Score -605934.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -605945.062500 Penalty: 4062.002930
	Iteration 15Q: 3 clusters Score -605945.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -605951.312500 Penalty: 4062.002930
	Iteration 16Q: 3 clusters Score -605951.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -605955.625000 Penalty: 4062.002930
	Iteration 17Q: 3 clusters Score -605955.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -605956.687500 Penalty: 4062.002930
	Iteration 18Q: 3 clusters Score -605956.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -605958.187500 Penalty: 4062.002930
	Iteration 19Q: 3 clusters Score -605958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -605958.625000 Penalty: 4062.002930
	Iteration 20F: 3 clusters Score -605958.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -605959.187500 Penalty: 4062.002930
	Iteration 21Q: 3 clusters Score -605959.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -605958.937500 Penalty: 4062.002930
	Iteration 22Q: 3 clusters Score -605958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -605960.250000 Penalty: 4062.002930
	Iteration 23Q: 3 clusters Score -605960.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -605962.187500 Penalty: 4062.002930
	Iteration 24Q: 3 clusters Score -605962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -605961.125000 Penalty: 4062.002930
	Iteration 25Q: 3 clusters Score -605961.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -605962.500000 Penalty: 4062.002930
	Iteration 26Q: 3 clusters Score -605962.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -605963.000000 Penalty: 4062.002930
	Iteration 27Q: 3 clusters Score -605963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -605963.625000 Penalty: 4062.002930
	Iteration 28Q: 3 clusters Score -605963.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -605963.625000 Penalty: 4062.002930
	Iteration 29F: 3 clusters Score -605963.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Entering Unmasked Estep 
Score: -1734160.750000 Penalty: 2292.624023
	Iteration 0F: 2 clusters Score -1734161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1726272.250000 Penalty: 4585.248047
	Iteration 0F: 3 clusters Score -1726272 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1728713.250000 Penalty: 4585.248047
	Iteration 1F: 3 clusters Score -1728713 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1729116.750000 Penalty: 4585.248047
	Iteration 2F: 3 clusters Score -1729117 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1729518.750000 Penalty: 4585.248047
	Iteration 3F: 3 clusters Score -1729519 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1729921.250000 Penalty: 4585.248047
	Iteration 4F: 3 clusters Score -1729921 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1730307.000000 Penalty: 4585.248047
	Iteration 5F: 3 clusters Score -1730307 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1730616.375000 Penalty: 4585.248047
	Iteration 6Q: 3 clusters Score -1730616 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1730925.375000 Penalty: 4585.248047
	Iteration 7Q: 3 clusters Score -1730925 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1731212.500000 Penalty: 4585.248047
	Iteration 8Q: 3 clusters Score -1731212 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1731443.625000 Penalty: 4585.248047
	Iteration 9Q: 3 clusters Score -1731444 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1731616.000000 Penalty: 4585.248047
	Iteration 10Q: 3 clusters Score -1731616 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1731756.125000 Penalty: 4585.248047
	Iteration 11Q: 3 clusters Score -1731756 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1731885.125000 Penalty: 4585.248047
	Iteration 12Q: 3 clusters Score -1731885 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1732004.000000 Penalty: 4585.248047
	Iteration 13Q: 3 clusters Score -1732004 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1732106.000000 Penalty: 4585.248047
	Iteration 14Q: 3 clusters Score -1732106 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1732187.250000 Penalty: 4585.248047
	Iteration 15Q: 3 clusters Score -1732187 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1732272.000000 Penalty: 4585.248047
	Iteration 16Q: 3 clusters Score -1732272 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1732357.000000 Penalty: 4585.248047
	Iteration 17Q: 3 clusters Score -1732357 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1732451.000000 Penalty: 4585.248047
	Iteration 18Q: 3 clusters Score -1732451 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1732545.375000 Penalty: 4585.248047
	Iteration 19Q: 3 clusters Score -1732545 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1732623.750000 Penalty: 4585.248047
	Iteration 20F: 3 clusters Score -1732624 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1732714.125000 Penalty: 4585.248047
	Iteration 21Q: 3 clusters Score -1732714 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1732799.000000 Penalty: 4585.248047
	Iteration 22Q: 3 clusters Score -1732799 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1732873.375000 Penalty: 4585.248047
	Iteration 23Q: 3 clusters Score -1732873 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1732919.125000 Penalty: 4585.248047
	Iteration 24Q: 3 clusters Score -1732919 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1732949.500000 Penalty: 4585.248047
	Iteration 25Q: 3 clusters Score -1732950 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1732969.125000 Penalty: 4585.248047
	Iteration 26Q: 3 clusters Score -1732969 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1732978.250000 Penalty: 4585.248047
	Iteration 27Q: 3 clusters Score -1732978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1732982.500000 Penalty: 4585.248047
	Iteration 28Q: 3 clusters Score -1732982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1732986.875000 Penalty: 4585.248047
	Iteration 29Q: 3 clusters Score -1732987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1732988.875000 Penalty: 4585.248047
	Iteration 30Q: 3 clusters Score -1732989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1732990.500000 Penalty: 4585.248047
	Iteration 31Q: 3 clusters Score -1732990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1732992.375000 Penalty: 4585.248047
	Iteration 32Q: 3 clusters Score -1732992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1732996.250000 Penalty: 4585.248047
	Iteration 33Q: 3 clusters Score -1732996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1732996.250000 Penalty: 4585.248047
	Iteration 34F: 3 clusters Score -1732996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -464277.531250 Penalty: 1969.705811
	Iteration 0F: 2 clusters Score -464277.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -461172.656250 Penalty: 3939.411621
	Iteration 0F: 3 clusters Score -461172.7 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -461930.500000 Penalty: 3939.411621
	Iteration 1F: 3 clusters Score -461930.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -462160.593750 Penalty: 3939.411621
	Iteration 2F: 3 clusters Score -462160.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -462316.312500 Penalty: 3939.411621
	Iteration 3F: 3 clusters Score -462316.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -462439.687500 Penalty: 3939.411621
	Iteration 4Q: 3 clusters Score -462439.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -462550.656250 Penalty: 3939.411621
	Iteration 5Q: 3 clusters Score -462550.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -462621.187500 Penalty: 3939.411621
	Iteration 6Q: 3 clusters Score -462621.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -462662.781250 Penalty: 3939.411621
	Iteration 7Q: 3 clusters Score -462662.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -462686.406250 Penalty: 3939.411621
	Iteration 8Q: 3 clusters Score -462686.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -462708.875000 Penalty: 3939.411621
	Iteration 9Q: 3 clusters Score -462708.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -462732.093750 Penalty: 3939.411621
	Iteration 10Q: 3 clusters Score -462732.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -462751.312500 Penalty: 3939.411621
	Iteration 11Q: 3 clusters Score -462751.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -462770.218750 Penalty: 3939.411621
	Iteration 12Q: 3 clusters Score -462770.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -462787.281250 Penalty: 3939.411621
	Iteration 13Q: 3 clusters Score -462787.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -462801.562500 Penalty: 3939.411621
	Iteration 14Q: 3 clusters Score -462801.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -462811.781250 Penalty: 3939.411621
	Iteration 15Q: 3 clusters Score -462811.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -462818.968750 Penalty: 3939.411621
	Iteration 16Q: 3 clusters Score -462819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -462824.906250 Penalty: 3939.411621
	Iteration 17Q: 3 clusters Score -462824.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -462835.218750 Penalty: 3939.411621
	Iteration 18Q: 3 clusters Score -462835.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -462842.468750 Penalty: 3939.411621
	Iteration 19Q: 3 clusters Score -462842.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -462845.187500 Penalty: 3939.411621
	Iteration 20F: 3 clusters Score -462845.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -462847.718750 Penalty: 3939.411621
	Iteration 21Q: 3 clusters Score -462847.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -462850.062500 Penalty: 3939.411621
	Iteration 22Q: 3 clusters Score -462850.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -462850.406250 Penalty: 3939.411621
	Iteration 23Q: 3 clusters Score -462850.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -462850.625000 Penalty: 3939.411621
	Iteration 24Q: 3 clusters Score -462850.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -462850.625000 Penalty: 3939.411621
	Iteration 25F: 3 clusters Score -462850.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -175205.093750 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -175205.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -173222.125000 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -173222.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -173695.859375 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -173695.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -174076.328125 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -174076.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -174305.343750 Penalty: 3478.009277
	Iteration 3F: 3 clusters Score -174305.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -174540.140625 Penalty: 3478.009277
	Iteration 4F: 3 clusters Score -174540.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -174751.593750 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -174751.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -175017.546875 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -175017.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -175251.234375 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -175251.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -175302.875000 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -175302.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -175323.906250 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -175323.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -175328.625000 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -175328.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -175332.593750 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -175332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -175332.593750 Penalty: 3478.009277
	Iteration 12F: 3 clusters Score -175332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 34763 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60394 members 
Mstep: Class 5 contains 33633 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31173 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 33085 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 511 members 
Mstep: Class 17 contains 62327 members 
Mstep: Class 18 contains 4866 members 
Mstep: Class 19 contains 13733 members 
Mstep: Class 20 contains 75277 members 
Mstep: Class 21 contains 17537 members 
Mstep: Class 22 contains 20302 members 
Mstep: Class 23 contains 5685 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12362 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11668 members 
Mstep: Class 32 contains 12222 members 
Mstep: Class 33 contains 5280 members 
Mstep: Class 34 contains 53027 members 
Mstep: Class 35 contains 11644 members 
Mstep: Class 36 contains 4414 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52631 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17591 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7468 members 
Mstep: Class 47 contains 16845 members 
Mstep: Class 48 contains 5803 members 
Mstep: Class 49 contains 1519 members 
Mstep: Class 50 contains 599 members 
Entering Unmasked Estep 
Score: -115054792.000000 Penalty: 166910.750000
Splitting cluster 16 changes total score from -115056128.000000 to -115054792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (62327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62327 members 
Entering Unmasked Estep 
Score: -10247643.000000 Penalty: 2737.957031
	Iteration 0F: 2 clusters Score -1.024764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -10206698.000000 Penalty: 5475.914062
	Iteration 0F: 3 clusters Score -1.02067e+07 nChanged 29157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -10224477.000000 Penalty: 5475.914062
	Iteration 1F: 3 clusters Score -1.022448e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -10226427.000000 Penalty: 5475.914062
	Iteration 2F: 3 clusters Score -1.022643e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -10228792.000000 Penalty: 5475.914062
	Iteration 3F: 3 clusters Score -1.022879e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -10231301.000000 Penalty: 5475.914062
	Iteration 4F: 3 clusters Score -1.02313e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -10233783.000000 Penalty: 5475.914062
	Iteration 5F: 3 clusters Score -1.023378e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -10235878.000000 Penalty: 5475.914062
	Iteration 6F: 3 clusters Score -1.023588e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -10237230.000000 Penalty: 5475.914062
	Iteration 7Q: 3 clusters Score -1.023723e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -10238311.000000 Penalty: 5475.914062
	Iteration 8Q: 3 clusters Score -1.023831e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -10238985.000000 Penalty: 5475.914062
	Iteration 9Q: 3 clusters Score -1.023898e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -10239395.000000 Penalty: 5475.914062
	Iteration 10Q: 3 clusters Score -1.02394e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -10239714.000000 Penalty: 5475.914062
	Iteration 11Q: 3 clusters Score -1.023971e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -10240005.000000 Penalty: 5475.914062
	Iteration 12Q: 3 clusters Score -1.024e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -10240258.000000 Penalty: 5475.914062
	Iteration 13Q: 3 clusters Score -1.024026e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -10240515.000000 Penalty: 5475.914062
	Iteration 14Q: 3 clusters Score -1.024052e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -10240773.000000 Penalty: 5475.914062
	Iteration 15Q: 3 clusters Score -1.024077e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -10240950.000000 Penalty: 5475.914062
	Iteration 16Q: 3 clusters Score -1.024095e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -10241214.000000 Penalty: 5475.914062
	Iteration 17Q: 3 clusters Score -1.024121e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -10241406.000000 Penalty: 5475.914062
	Iteration 18Q: 3 clusters Score -1.024141e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -10241698.000000 Penalty: 5475.914062
	Iteration 19Q: 3 clusters Score -1.02417e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -10241943.000000 Penalty: 5475.914062
	Iteration 20F: 3 clusters Score -1.024194e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -10242322.000000 Penalty: 5475.914062
	Iteration 21Q: 3 clusters Score -1.024232e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -10242669.000000 Penalty: 5475.914062
	Iteration 22Q: 3 clusters Score -1.024267e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -10243014.000000 Penalty: 5475.914062
	Iteration 23Q: 3 clusters Score -1.024301e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -10243320.000000 Penalty: 5475.914062
	Iteration 24Q: 3 clusters Score -1.024332e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -10243707.000000 Penalty: 5475.914062
	Iteration 25Q: 3 clusters Score -1.024371e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 56100 members 
Entering Unmasked Estep 
Score: -10243945.000000 Penalty: 5475.914062
	Iteration 26Q: 3 clusters Score -1.024394e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 56747 members 
Entering Unmasked Estep 
Score: -10244221.000000 Penalty: 5475.914062
	Iteration 27Q: 3 clusters Score -1.024422e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 57357 members 
Entering Unmasked Estep 
Score: -10244429.000000 Penalty: 5475.914062
	Iteration 28Q: 3 clusters Score -1.024443e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 57915 members 
Entering Unmasked Estep 
Score: -10244632.000000 Penalty: 5475.914062
	Iteration 29Q: 3 clusters Score -1.024463e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -10244780.000000 Penalty: 5475.914062
	Iteration 30Q: 3 clusters Score -1.024478e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 58785 members 
Entering Unmasked Estep 
Score: -10244948.000000 Penalty: 5475.914062
	Iteration 31Q: 3 clusters Score -1.024495e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
Score: -10245049.000000 Penalty: 5475.914062
	Iteration 32Q: 3 clusters Score -1.024505e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 59373 members 
Entering Unmasked Estep 
Score: -10245143.000000 Penalty: 5475.914062
	Iteration 33Q: 3 clusters Score -1.024514e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 59621 members 
Entering Unmasked Estep 
Score: -10245239.000000 Penalty: 5475.914062
	Iteration 34Q: 3 clusters Score -1.024524e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 59805 members 
Entering Unmasked Estep 
Score: -10245277.000000 Penalty: 5475.914062
	Iteration 35Q: 3 clusters Score -1.024528e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -10245381.000000 Penalty: 5475.914062
	Iteration 36Q: 3 clusters Score -1.024538e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 60101 members 
Entering Unmasked Estep 
Score: -10245393.000000 Penalty: 5475.914062
	Iteration 37Q: 3 clusters Score -1.024539e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 60211 members 
Entering Unmasked Estep 
Score: -10245457.000000 Penalty: 5475.914062
	Iteration 38Q: 3 clusters Score -1.024546e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -10245484.000000 Penalty: 5475.914062
	Iteration 39Q: 3 clusters Score -1.024548e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -10245499.000000 Penalty: 5475.914062
	Iteration 40F: 3 clusters Score -1.02455e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 60429 members 
Entering Unmasked Estep 
Score: -10245556.000000 Penalty: 5475.914062
	Iteration 41Q: 3 clusters Score -1.024556e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 60479 members 
Entering Unmasked Estep 
Score: -10245580.000000 Penalty: 5475.914062
	Iteration 42Q: 3 clusters Score -1.024558e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 60536 members 
Entering Unmasked Estep 
Score: -10245629.000000 Penalty: 5475.914062
	Iteration 43Q: 3 clusters Score -1.024563e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 60576 members 
Entering Unmasked Estep 
Score: -10245658.000000 Penalty: 5475.914062
	Iteration 44Q: 3 clusters Score -1.024566e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -10245671.000000 Penalty: 5475.914062
	Iteration 45Q: 3 clusters Score -1.024567e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 60662 members 
Entering Unmasked Estep 
Score: -10245680.000000 Penalty: 5475.914062
	Iteration 46Q: 3 clusters Score -1.024568e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 60696 members 
Entering Unmasked Estep 
Score: -10245727.000000 Penalty: 5475.914062
	Iteration 47Q: 3 clusters Score -1.024573e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -10245746.000000 Penalty: 5475.914062
	Iteration 48Q: 3 clusters Score -1.024575e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -10245795.000000 Penalty: 5475.914062
	Iteration 49Q: 3 clusters Score -1.02458e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -10245805.000000 Penalty: 5475.914062
	Iteration 50Q: 3 clusters Score -1.02458e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -10245832.000000 Penalty: 5475.914062
	Iteration 51Q: 3 clusters Score -1.024583e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 60829 members 
Entering Unmasked Estep 
Score: -10245842.000000 Penalty: 5475.914062
	Iteration 52Q: 3 clusters Score -1.024584e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -10245860.000000 Penalty: 5475.914062
	Iteration 53Q: 3 clusters Score -1.024586e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 60854 members 
Entering Unmasked Estep 
Score: -10245862.000000 Penalty: 5475.914062
	Iteration 54Q: 3 clusters Score -1.024586e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -10245865.000000 Penalty: 5475.914062
	Iteration 55Q: 3 clusters Score -1.024586e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 60880 members 
Entering Unmasked Estep 
Score: -10245897.000000 Penalty: 5475.914062
	Iteration 56Q: 3 clusters Score -1.02459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 60885 members 
Entering Unmasked Estep 
Score: -10245898.000000 Penalty: 5475.914062
	Iteration 57Q: 3 clusters Score -1.02459e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -10245926.000000 Penalty: 5475.914062
	Iteration 58Q: 3 clusters Score -1.024593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 60902 members 
Entering Unmasked Estep 
Score: -10245930.000000 Penalty: 5475.914062
	Iteration 59Q: 3 clusters Score -1.024593e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 60915 members 
Entering Unmasked Estep 
Score: -10245916.000000 Penalty: 5475.914062
	Iteration 60F: 3 clusters Score -1.024592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
Score: -10245933.000000 Penalty: 5475.914062
	Iteration 61Q: 3 clusters Score -1.024593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -10245927.000000 Penalty: 5475.914062
	Iteration 62Q: 3 clusters Score -1.024593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 60932 members 
Entering Unmasked Estep 
Score: -10245925.000000 Penalty: 5475.914062
	Iteration 63Q: 3 clusters Score -1.024592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -10245952.000000 Penalty: 5475.914062
	Iteration 64Q: 3 clusters Score -1.024595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 60949 members 
Entering Unmasked Estep 
Score: -10245954.000000 Penalty: 5475.914062
	Iteration 65Q: 3 clusters Score -1.024595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -10245966.000000 Penalty: 5475.914062
	Iteration 66Q: 3 clusters Score -1.024597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 60950 members 
Entering Unmasked Estep 
Score: -10245964.000000 Penalty: 5475.914062
	Iteration 67Q: 3 clusters Score -1.024596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 60953 members 
Entering Unmasked Estep 
Score: -10245961.000000 Penalty: 5475.914062
	Iteration 68Q: 3 clusters Score -1.024596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -10245959.000000 Penalty: 5475.914062
	Iteration 69Q: 3 clusters Score -1.024596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 60953 members 
Entering Unmasked Estep 
Score: -10245960.000000 Penalty: 5475.914062
	Iteration 70Q: 3 clusters Score -1.024596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -10245957.000000 Penalty: 5475.914062
	Iteration 71Q: 3 clusters Score -1.024596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 60950 members 
Entering Unmasked Estep 
Score: -10245966.000000 Penalty: 5475.914062
	Iteration 72Q: 3 clusters Score -1.024597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 60949 members 
Entering Unmasked Estep 
Score: -10245958.000000 Penalty: 5475.914062
	Iteration 73Q: 3 clusters Score -1.024596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -10245956.000000 Penalty: 5475.914062
	Iteration 74Q: 3 clusters Score -1.024596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -10245956.000000 Penalty: 5475.914062
	Iteration 75F: 3 clusters Score -1.024596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Entering Unmasked Estep 
Score: -744432.562500 Penalty: 2105.526855
	Iteration 0F: 2 clusters Score -744432.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -739996.687500 Penalty: 4211.053711
	Iteration 0F: 3 clusters Score -739996.7 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -741295.500000 Penalty: 4211.053711
	Iteration 1F: 3 clusters Score -741295.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -741835.687500 Penalty: 4211.053711
	Iteration 2F: 3 clusters Score -741835.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -742388.312500 Penalty: 4211.053711
	Iteration 3F: 3 clusters Score -742388.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -742787.437500 Penalty: 4211.053711
	Iteration 4F: 3 clusters Score -742787.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -743069.062500 Penalty: 4211.053711
	Iteration 5F: 3 clusters Score -743069.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -743213.375000 Penalty: 4211.053711
	Iteration 6Q: 3 clusters Score -743213.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -743294.250000 Penalty: 4211.053711
	Iteration 7Q: 3 clusters Score -743294.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -743345.437500 Penalty: 4211.053711
	Iteration 8Q: 3 clusters Score -743345.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -743370.062500 Penalty: 4211.053711
	Iteration 9Q: 3 clusters Score -743370.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -743386.937500 Penalty: 4211.053711
	Iteration 10Q: 3 clusters Score -743386.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -743399.062500 Penalty: 4211.053711
	Iteration 11Q: 3 clusters Score -743399.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -743413.812500 Penalty: 4211.053711
	Iteration 12Q: 3 clusters Score -743413.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -743424.500000 Penalty: 4211.053711
	Iteration 13Q: 3 clusters Score -743424.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -743429.062500 Penalty: 4211.053711
	Iteration 14Q: 3 clusters Score -743429.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -743432.812500 Penalty: 4211.053711
	Iteration 15Q: 3 clusters Score -743432.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -743435.000000 Penalty: 4211.053711
	Iteration 16Q: 3 clusters Score -743435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -743438.000000 Penalty: 4211.053711
	Iteration 17Q: 3 clusters Score -743438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -743440.500000 Penalty: 4211.053711
	Iteration 18Q: 3 clusters Score -743440.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -743442.375000 Penalty: 4211.053711
	Iteration 19Q: 3 clusters Score -743442.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -743444.375000 Penalty: 4211.053711
	Iteration 20F: 3 clusters Score -743444.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -743444.500000 Penalty: 4211.053711
	Iteration 21Q: 3 clusters Score -743444.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -743445.875000 Penalty: 4211.053711
	Iteration 22Q: 3 clusters Score -743445.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -743448.500000 Penalty: 4211.053711
	Iteration 23Q: 3 clusters Score -743448.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -743448.625000 Penalty: 4211.053711
	Iteration 24Q: 3 clusters Score -743448.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -743450.375000 Penalty: 4211.053711
	Iteration 25Q: 3 clusters Score -743450.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -743452.062500 Penalty: 4211.053711
	Iteration 26Q: 3 clusters Score -743452.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -743453.937500 Penalty: 4211.053711
	Iteration 27Q: 3 clusters Score -743453.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -743455.750000 Penalty: 4211.053711
	Iteration 28Q: 3 clusters Score -743455.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -743458.312500 Penalty: 4211.053711
	Iteration 29Q: 3 clusters Score -743458.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -743459.875000 Penalty: 4211.053711
	Iteration 30Q: 3 clusters Score -743459.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -743463.000000 Penalty: 4211.053711
	Iteration 31Q: 3 clusters Score -743463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -743462.687500 Penalty: 4211.053711
	Iteration 32Q: 3 clusters Score -743462.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -743462.687500 Penalty: 4211.053711
	Iteration 33F: 3 clusters Score -743462.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Entering Unmasked Estep 
Score: -2318944.750000 Penalty: 2362.834229
	Iteration 0F: 2 clusters Score -2318945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2308899.000000 Penalty: 4725.668457
	Iteration 0F: 3 clusters Score -2308899 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2312112.250000 Penalty: 4725.668457
	Iteration 1F: 3 clusters Score -2312112 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2312428.250000 Penalty: 4725.668457
	Iteration 2F: 3 clusters Score -2312428 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2312675.750000 Penalty: 4725.668457
	Iteration 3Q: 3 clusters Score -2312676 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2312859.500000 Penalty: 4725.668457
	Iteration 4Q: 3 clusters Score -2312860 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2313002.750000 Penalty: 4725.668457
	Iteration 5Q: 3 clusters Score -2313003 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2313154.500000 Penalty: 4725.668457
	Iteration 6Q: 3 clusters Score -2313154 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2313292.250000 Penalty: 4725.668457
	Iteration 7Q: 3 clusters Score -2313292 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2313420.500000 Penalty: 4725.668457
	Iteration 8Q: 3 clusters Score -2313420 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2313569.000000 Penalty: 4725.668457
	Iteration 9Q: 3 clusters Score -2313569 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2313727.000000 Penalty: 4725.668457
	Iteration 10Q: 3 clusters Score -2313727 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2313898.750000 Penalty: 4725.668457
	Iteration 11Q: 3 clusters Score -2313899 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2314072.750000 Penalty: 4725.668457
	Iteration 12Q: 3 clusters Score -2314073 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2314283.000000 Penalty: 4725.668457
	Iteration 13Q: 3 clusters Score -2314283 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2314503.250000 Penalty: 4725.668457
	Iteration 14Q: 3 clusters Score -2314503 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2314741.250000 Penalty: 4725.668457
	Iteration 15Q: 3 clusters Score -2314741 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2314992.750000 Penalty: 4725.668457
	Iteration 16Q: 3 clusters Score -2314993 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2315242.500000 Penalty: 4725.668457
	Iteration 17Q: 3 clusters Score -2315242 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2315487.250000 Penalty: 4725.668457
	Iteration 18Q: 3 clusters Score -2315487 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2315738.750000 Penalty: 4725.668457
	Iteration 19Q: 3 clusters Score -2315739 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2315976.750000 Penalty: 4725.668457
	Iteration 20F: 3 clusters Score -2315977 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2316198.250000 Penalty: 4725.668457
	Iteration 21Q: 3 clusters Score -2316198 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2316362.000000 Penalty: 4725.668457
	Iteration 22Q: 3 clusters Score -2316362 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2316516.250000 Penalty: 4725.668457
	Iteration 23Q: 3 clusters Score -2316516 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2316659.500000 Penalty: 4725.668457
	Iteration 24Q: 3 clusters Score -2316660 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2316760.500000 Penalty: 4725.668457
	Iteration 25Q: 3 clusters Score -2316760 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2316860.250000 Penalty: 4725.668457
	Iteration 26Q: 3 clusters Score -2316860 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2316924.250000 Penalty: 4725.668457
	Iteration 27Q: 3 clusters Score -2316924 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2316986.750000 Penalty: 4725.668457
	Iteration 28Q: 3 clusters Score -2316987 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2317047.500000 Penalty: 4725.668457
	Iteration 29Q: 3 clusters Score -2317048 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2317103.250000 Penalty: 4725.668457
	Iteration 30Q: 3 clusters Score -2317103 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2317147.250000 Penalty: 4725.668457
	Iteration 31Q: 3 clusters Score -2317147 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -2317174.000000 Penalty: 4725.668457
	Iteration 32Q: 3 clusters Score -2317174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2317194.750000 Penalty: 4725.668457
	Iteration 33Q: 3 clusters Score -2317195 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2317220.000000 Penalty: 4725.668457
	Iteration 34Q: 3 clusters Score -2317220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2317227.500000 Penalty: 4725.668457
	Iteration 35Q: 3 clusters Score -2317228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2317240.500000 Penalty: 4725.668457
	Iteration 36Q: 3 clusters Score -2317240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2317247.000000 Penalty: 4725.668457
	Iteration 37Q: 3 clusters Score -2317247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2317252.250000 Penalty: 4725.668457
	Iteration 38Q: 3 clusters Score -2317252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2317260.500000 Penalty: 4725.668457
	Iteration 39Q: 3 clusters Score -2317260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2317266.500000 Penalty: 4725.668457
	Iteration 40F: 3 clusters Score -2317266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2317268.750000 Penalty: 4725.668457
	Iteration 41Q: 3 clusters Score -2317269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2317275.250000 Penalty: 4725.668457
	Iteration 42Q: 3 clusters Score -2317275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2317280.750000 Penalty: 4725.668457
	Iteration 43Q: 3 clusters Score -2317281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2317289.000000 Penalty: 4725.668457
	Iteration 44Q: 3 clusters Score -2317289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2317293.000000 Penalty: 4725.668457
	Iteration 45Q: 3 clusters Score -2317293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2317302.250000 Penalty: 4725.668457
	Iteration 46Q: 3 clusters Score -2317302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2317309.750000 Penalty: 4725.668457
	Iteration 47Q: 3 clusters Score -2317310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2317317.500000 Penalty: 4725.668457
	Iteration 48Q: 3 clusters Score -2317318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2317320.750000 Penalty: 4725.668457
	Iteration 49Q: 3 clusters Score -2317321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2317328.250000 Penalty: 4725.668457
	Iteration 50Q: 3 clusters Score -2317328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2317330.500000 Penalty: 4725.668457
	Iteration 51Q: 3 clusters Score -2317330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2317330.500000 Penalty: 4725.668457
	Iteration 52F: 3 clusters Score -2317330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (75277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75277 members 
Entering Unmasked Estep 
Score: -12739991.000000 Penalty: 2784.774414
	Iteration 0F: 2 clusters Score -1.273999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -12692829.000000 Penalty: 5569.548828
	Iteration 0F: 3 clusters Score -1.269283e+07 nChanged 35209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -12712676.000000 Penalty: 5569.548828
	Iteration 1F: 3 clusters Score -1.271268e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -12713415.000000 Penalty: 5569.548828
	Iteration 2Q: 3 clusters Score -1.271342e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -12714437.000000 Penalty: 5569.548828
	Iteration 3Q: 3 clusters Score -1.271444e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -12715905.000000 Penalty: 5569.548828
	Iteration 4Q: 3 clusters Score -1.27159e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -12717707.000000 Penalty: 5569.548828
	Iteration 5Q: 3 clusters Score -1.271771e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -12720035.000000 Penalty: 5569.548828
	Iteration 6F: 3 clusters Score -1.272004e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -12722523.000000 Penalty: 5569.548828
	Iteration 7F: 3 clusters Score -1.272252e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -12725131.000000 Penalty: 5569.548828
	Iteration 8F: 3 clusters Score -1.272513e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -12727747.000000 Penalty: 5569.548828
	Iteration 9F: 3 clusters Score -1.272775e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -12730127.000000 Penalty: 5569.548828
	Iteration 10F: 3 clusters Score -1.273013e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -12732529.000000 Penalty: 5569.548828
	Iteration 11Q: 3 clusters Score -1.273253e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60651 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -12734535.000000 Penalty: 5569.548828
	Iteration 12Q: 3 clusters Score -1.273454e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -12735936.000000 Penalty: 5569.548828
	Iteration 13Q: 3 clusters Score -1.273594e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -12736969.000000 Penalty: 5569.548828
	Iteration 14Q: 3 clusters Score -1.273697e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66737 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -12737719.000000 Penalty: 5569.548828
	Iteration 15Q: 3 clusters Score -1.273772e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68007 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -12738220.000000 Penalty: 5569.548828
	Iteration 16Q: 3 clusters Score -1.273822e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68937 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -12738630.000000 Penalty: 5569.548828
	Iteration 17Q: 3 clusters Score -1.273863e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69650 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -12738782.000000 Penalty: 5569.548828
	Iteration 18Q: 3 clusters Score -1.273878e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70206 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -12738938.000000 Penalty: 5569.548828
	Iteration 19Q: 3 clusters Score -1.273894e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70644 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -12739065.000000 Penalty: 5569.548828
	Iteration 20F: 3 clusters Score -1.273906e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70979 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -12739217.000000 Penalty: 5569.548828
	Iteration 21Q: 3 clusters Score -1.273922e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71239 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -12739323.000000 Penalty: 5569.548828
	Iteration 22Q: 3 clusters Score -1.273932e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71411 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -12739424.000000 Penalty: 5569.548828
	Iteration 23Q: 3 clusters Score -1.273942e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71570 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -12739475.000000 Penalty: 5569.548828
	Iteration 24Q: 3 clusters Score -1.273948e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71692 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -12739496.000000 Penalty: 5569.548828
	Iteration 25Q: 3 clusters Score -1.27395e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71795 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -12739494.000000 Penalty: 5569.548828
	Iteration 26Q: 3 clusters Score -1.273949e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -12739513.000000 Penalty: 5569.548828
	Iteration 27Q: 3 clusters Score -1.273951e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71916 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -12739544.000000 Penalty: 5569.548828
	Iteration 28Q: 3 clusters Score -1.273954e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71963 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -12739521.000000 Penalty: 5569.548828
	Iteration 29Q: 3 clusters Score -1.273952e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71999 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -12739552.000000 Penalty: 5569.548828
	Iteration 30Q: 3 clusters Score -1.273955e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72026 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -12739563.000000 Penalty: 5569.548828
	Iteration 31Q: 3 clusters Score -1.273956e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72047 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -12739555.000000 Penalty: 5569.548828
	Iteration 32Q: 3 clusters Score -1.273956e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72068 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -12739574.000000 Penalty: 5569.548828
	Iteration 33Q: 3 clusters Score -1.273957e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72079 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -12739565.000000 Penalty: 5569.548828
	Iteration 34Q: 3 clusters Score -1.273956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72090 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -12739560.000000 Penalty: 5569.548828
	Iteration 35Q: 3 clusters Score -1.273956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72099 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -12739558.000000 Penalty: 5569.548828
	Iteration 36Q: 3 clusters Score -1.273956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72096 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -12739563.000000 Penalty: 5569.548828
	Iteration 37Q: 3 clusters Score -1.273956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72100 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -12739570.000000 Penalty: 5569.548828
	Iteration 38Q: 3 clusters Score -1.273957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -12739560.000000 Penalty: 5569.548828
	Iteration 39Q: 3 clusters Score -1.273956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72108 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -12739559.000000 Penalty: 5569.548828
	Iteration 40F: 3 clusters Score -1.273956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72111 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -12739555.000000 Penalty: 5569.548828
	Iteration 41Q: 3 clusters Score -1.273956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72114 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -12739553.000000 Penalty: 5569.548828
	Iteration 42Q: 3 clusters Score -1.273955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -12739550.000000 Penalty: 5569.548828
	Iteration 43Q: 3 clusters Score -1.273955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72122 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -12739558.000000 Penalty: 5569.548828
	Iteration 44Q: 3 clusters Score -1.273956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72124 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -12739554.000000 Penalty: 5569.548828
	Iteration 45Q: 3 clusters Score -1.273955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72124 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -12739567.000000 Penalty: 5569.548828
	Iteration 46Q: 3 clusters Score -1.273957e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72124 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -12739558.000000 Penalty: 5569.548828
	Iteration 47Q: 3 clusters Score -1.273956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72125 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -12739567.000000 Penalty: 5569.548828
	Iteration 48Q: 3 clusters Score -1.273957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72126 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -12739563.000000 Penalty: 5569.548828
	Iteration 49Q: 3 clusters Score -1.273956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72126 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -12739563.000000 Penalty: 5569.548828
	Iteration 50F: 3 clusters Score -1.273956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Entering Unmasked Estep 
Score: -2960400.500000 Penalty: 2423.472900
	Iteration 0F: 2 clusters Score -2960400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2947981.750000 Penalty: 4846.945801
	Iteration 0F: 3 clusters Score -2947982 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2951890.000000 Penalty: 4846.945801
	Iteration 1F: 3 clusters Score -2951890 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2952273.000000 Penalty: 4846.945801
	Iteration 2F: 3 clusters Score -2952273 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2952586.250000 Penalty: 4846.945801
	Iteration 3Q: 3 clusters Score -2952586 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2952864.000000 Penalty: 4846.945801
	Iteration 4Q: 3 clusters Score -2952864 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2953152.000000 Penalty: 4846.945801
	Iteration 5Q: 3 clusters Score -2953152 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2953491.750000 Penalty: 4846.945801
	Iteration 6Q: 3 clusters Score -2953492 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2953860.250000 Penalty: 4846.945801
	Iteration 7Q: 3 clusters Score -2953860 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2954313.750000 Penalty: 4846.945801
	Iteration 8Q: 3 clusters Score -2954314 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2954828.500000 Penalty: 4846.945801
	Iteration 9Q: 3 clusters Score -2954828 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2955405.750000 Penalty: 4846.945801
	Iteration 10Q: 3 clusters Score -2955406 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2956006.000000 Penalty: 4846.945801
	Iteration 11Q: 3 clusters Score -2956006 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2956542.250000 Penalty: 4846.945801
	Iteration 12Q: 3 clusters Score -2956542 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2956985.250000 Penalty: 4846.945801
	Iteration 13Q: 3 clusters Score -2956985 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2957410.750000 Penalty: 4846.945801
	Iteration 14Q: 3 clusters Score -2957411 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2957704.500000 Penalty: 4846.945801
	Iteration 15Q: 3 clusters Score -2957704 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2957897.250000 Penalty: 4846.945801
	Iteration 16Q: 3 clusters Score -2957897 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2958042.000000 Penalty: 4846.945801
	Iteration 17Q: 3 clusters Score -2958042 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2958145.750000 Penalty: 4846.945801
	Iteration 18Q: 3 clusters Score -2958146 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2958208.750000 Penalty: 4846.945801
	Iteration 19Q: 3 clusters Score -2958209 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2958251.250000 Penalty: 4846.945801
	Iteration 20F: 3 clusters Score -2958251 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2958291.750000 Penalty: 4846.945801
	Iteration 21Q: 3 clusters Score -2958292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2958304.000000 Penalty: 4846.945801
	Iteration 22Q: 3 clusters Score -2958304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2958320.750000 Penalty: 4846.945801
	Iteration 23Q: 3 clusters Score -2958321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2958341.000000 Penalty: 4846.945801
	Iteration 24Q: 3 clusters Score -2958341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2958351.000000 Penalty: 4846.945801
	Iteration 25Q: 3 clusters Score -2958351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2958367.000000 Penalty: 4846.945801
	Iteration 26Q: 3 clusters Score -2958367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2958373.250000 Penalty: 4846.945801
	Iteration 27Q: 3 clusters Score -2958373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2958387.000000 Penalty: 4846.945801
	Iteration 28Q: 3 clusters Score -2958387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2958395.250000 Penalty: 4846.945801
	Iteration 29Q: 3 clusters Score -2958395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2958397.750000 Penalty: 4846.945801
	Iteration 30Q: 3 clusters Score -2958398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2958403.750000 Penalty: 4846.945801
	Iteration 31Q: 3 clusters Score -2958404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2958403.500000 Penalty: 4846.945801
	Iteration 32Q: 3 clusters Score -2958404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2958400.250000 Penalty: 4846.945801
	Iteration 33Q: 3 clusters Score -2958400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2958402.000000 Penalty: 4846.945801
	Iteration 34Q: 3 clusters Score -2958402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2958402.000000 Penalty: 4846.945801
	Iteration 35F: 3 clusters Score -2958402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Entering Unmasked Estep 
Score: -3230707.250000 Penalty: 2459.781738
	Iteration 0F: 2 clusters Score -3230707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -3216596.000000 Penalty: 4919.563477
	Iteration 0F: 3 clusters Score -3216596 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3221570.000000 Penalty: 4919.563477
	Iteration 1F: 3 clusters Score -3221570 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -3222219.000000 Penalty: 4919.563477
	Iteration 2F: 3 clusters Score -3222219 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -3222810.250000 Penalty: 4919.563477
	Iteration 3F: 3 clusters Score -3222810 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -3223418.500000 Penalty: 4919.563477
	Iteration 4F: 3 clusters Score -3223418 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3224099.000000 Penalty: 4919.563477
	Iteration 5F: 3 clusters Score -3224099 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -3224816.250000 Penalty: 4919.563477
	Iteration 6F: 3 clusters Score -3224816 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -3225574.000000 Penalty: 4919.563477
	Iteration 7F: 3 clusters Score -3225574 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -3226274.250000 Penalty: 4919.563477
	Iteration 8F: 3 clusters Score -3226274 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -3226923.000000 Penalty: 4919.563477
	Iteration 9Q: 3 clusters Score -3226923 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -3227506.500000 Penalty: 4919.563477
	Iteration 10Q: 3 clusters Score -3227506 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -3227982.750000 Penalty: 4919.563477
	Iteration 11Q: 3 clusters Score -3227983 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -3228325.250000 Penalty: 4919.563477
	Iteration 12Q: 3 clusters Score -3228325 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -3228568.750000 Penalty: 4919.563477
	Iteration 13Q: 3 clusters Score -3228569 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -3228790.250000 Penalty: 4919.563477
	Iteration 14Q: 3 clusters Score -3228790 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -3228956.000000 Penalty: 4919.563477
	Iteration 15Q: 3 clusters Score -3228956 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -3229085.000000 Penalty: 4919.563477
	Iteration 16Q: 3 clusters Score -3229085 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -3229186.000000 Penalty: 4919.563477
	Iteration 17Q: 3 clusters Score -3229186 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -3229233.000000 Penalty: 4919.563477
	Iteration 18Q: 3 clusters Score -3229233 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3229274.500000 Penalty: 4919.563477
	Iteration 19Q: 3 clusters Score -3229274 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -3229286.500000 Penalty: 4919.563477
	Iteration 20F: 3 clusters Score -3229286 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3229306.750000 Penalty: 4919.563477
	Iteration 21Q: 3 clusters Score -3229307 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -3229294.000000 Penalty: 4919.563477
	Iteration 22Q: 3 clusters Score -3229294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3229308.500000 Penalty: 4919.563477
	Iteration 23Q: 3 clusters Score -3229308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3229314.000000 Penalty: 4919.563477
	Iteration 24Q: 3 clusters Score -3229314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -3229311.500000 Penalty: 4919.563477
	Iteration 25Q: 3 clusters Score -3229312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3229317.000000 Penalty: 4919.563477
	Iteration 26Q: 3 clusters Score -3229317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3229317.000000 Penalty: 4919.563477
	Iteration 27Q: 3 clusters Score -3229317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3229318.250000 Penalty: 4919.563477
	Iteration 28Q: 3 clusters Score -3229318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3229317.500000 Penalty: 4919.563477
	Iteration 29Q: 3 clusters Score -3229318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3229312.500000 Penalty: 4919.563477
	Iteration 30Q: 3 clusters Score -3229312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3229314.750000 Penalty: 4919.563477
	Iteration 31Q: 3 clusters Score -3229315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3229314.000000 Penalty: 4919.563477
	Iteration 32Q: 3 clusters Score -3229314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3229316.250000 Penalty: 4919.563477
	Iteration 33Q: 3 clusters Score -3229316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3229315.000000 Penalty: 4919.563477
	Iteration 34Q: 3 clusters Score -3229315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3229313.750000 Penalty: 4919.563477
	Iteration 35Q: 3 clusters Score -3229314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -3229316.250000 Penalty: 4919.563477
	Iteration 36Q: 3 clusters Score -3229316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -3229315.500000 Penalty: 4919.563477
	Iteration 37Q: 3 clusters Score -3229316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3229318.500000 Penalty: 4919.563477
	Iteration 38Q: 3 clusters Score -3229318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3229318.500000 Penalty: 4919.563477
	Iteration 39F: 3 clusters Score -3229318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Entering Unmasked Estep 
Score: -960053.250000 Penalty: 2144.105225
	Iteration 0F: 2 clusters Score -960053.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -955159.687500 Penalty: 4288.210449
	Iteration 0F: 3 clusters Score -955159.7 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -956938.500000 Penalty: 4288.210449
	Iteration 1F: 3 clusters Score -956938.5 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -957704.187500 Penalty: 4288.210449
	Iteration 2F: 3 clusters Score -957704.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -958472.625000 Penalty: 4288.210449
	Iteration 3F: 3 clusters Score -958472.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -959511.687500 Penalty: 4288.210449
	Iteration 4F: 3 clusters Score -959511.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -960360.125000 Penalty: 4288.210449
	Iteration 5F: 3 clusters Score -960360.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -960814.437500 Penalty: 4288.210449
	Iteration 6Q: 3 clusters Score -960814.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -960955.187500 Penalty: 4288.210449
	Iteration 7Q: 3 clusters Score -960955.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -960999.437500 Penalty: 4288.210449
	Iteration 8Q: 3 clusters Score -960999.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -961016.062500 Penalty: 4288.210449
	Iteration 9Q: 3 clusters Score -961016.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -961020.562500 Penalty: 4288.210449
	Iteration 10Q: 3 clusters Score -961020.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -961023.562500 Penalty: 4288.210449
	Iteration 11Q: 3 clusters Score -961023.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -961026.562500 Penalty: 4288.210449
	Iteration 12Q: 3 clusters Score -961026.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -961026.812500 Penalty: 4288.210449
	Iteration 13Q: 3 clusters Score -961026.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -961027.500000 Penalty: 4288.210449
	Iteration 14Q: 3 clusters Score -961027.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -961027.500000 Penalty: 4288.210449
	Iteration 15F: 3 clusters Score -961027.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 34763 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60394 members 
Mstep: Class 5 contains 33633 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31173 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 33085 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62327 members 
Mstep: Class 18 contains 4866 members 
Mstep: Class 19 contains 13733 members 
Mstep: Class 20 contains 75277 members 
Mstep: Class 21 contains 17537 members 
Mstep: Class 22 contains 20302 members 
Mstep: Class 23 contains 2337 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12362 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11668 members 
Mstep: Class 32 contains 12222 members 
Mstep: Class 33 contains 5280 members 
Mstep: Class 34 contains 53027 members 
Mstep: Class 35 contains 11644 members 
Mstep: Class 36 contains 4414 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52631 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17591 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7468 members 
Mstep: Class 47 contains 16845 members 
Mstep: Class 48 contains 5803 members 
Mstep: Class 49 contains 1519 members 
Mstep: Class 50 contains 3348 members 
Entering Unmasked Estep 
Score: -115055960.000000 Penalty: 166910.750000
Splitting cluster 23 changes total score from -115056128.000000 to -115055960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (4533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Entering Unmasked Estep 
Score: -759452.437500 Penalty: 2087.946533
	Iteration 0F: 2 clusters Score -759452.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -755229.437500 Penalty: 4175.893066
	Iteration 0F: 3 clusters Score -755229.4 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -756257.437500 Penalty: 4175.893066
	Iteration 1F: 3 clusters Score -756257.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -756612.187500 Penalty: 4175.893066
	Iteration 2F: 3 clusters Score -756612.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -756869.125000 Penalty: 4175.893066
	Iteration 3F: 3 clusters Score -756869.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -757057.187500 Penalty: 4175.893066
	Iteration 4F: 3 clusters Score -757057.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -757201.812500 Penalty: 4175.893066
	Iteration 5Q: 3 clusters Score -757201.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -757307.187500 Penalty: 4175.893066
	Iteration 6Q: 3 clusters Score -757307.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -757391.375000 Penalty: 4175.893066
	Iteration 7Q: 3 clusters Score -757391.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -757475.125000 Penalty: 4175.893066
	Iteration 8Q: 3 clusters Score -757475.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -757561.750000 Penalty: 4175.893066
	Iteration 9Q: 3 clusters Score -757561.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -757639.250000 Penalty: 4175.893066
	Iteration 10Q: 3 clusters Score -757639.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -757710.687500 Penalty: 4175.893066
	Iteration 11Q: 3 clusters Score -757710.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -757794.437500 Penalty: 4175.893066
	Iteration 12Q: 3 clusters Score -757794.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -757887.187500 Penalty: 4175.893066
	Iteration 13Q: 3 clusters Score -757887.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -757970.750000 Penalty: 4175.893066
	Iteration 14Q: 3 clusters Score -757970.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -758038.562500 Penalty: 4175.893066
	Iteration 15Q: 3 clusters Score -758038.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -758101.625000 Penalty: 4175.893066
	Iteration 16Q: 3 clusters Score -758101.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -758163.625000 Penalty: 4175.893066
	Iteration 17Q: 3 clusters Score -758163.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -758221.500000 Penalty: 4175.893066
	Iteration 18Q: 3 clusters Score -758221.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -758266.437500 Penalty: 4175.893066
	Iteration 19Q: 3 clusters Score -758266.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -758303.437500 Penalty: 4175.893066
	Iteration 20F: 3 clusters Score -758303.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -758337.812500 Penalty: 4175.893066
	Iteration 21Q: 3 clusters Score -758337.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -758368.625000 Penalty: 4175.893066
	Iteration 22Q: 3 clusters Score -758368.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -758396.437500 Penalty: 4175.893066
	Iteration 23Q: 3 clusters Score -758396.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -758422.562500 Penalty: 4175.893066
	Iteration 24Q: 3 clusters Score -758422.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -758453.000000 Penalty: 4175.893066
	Iteration 25Q: 3 clusters Score -758453 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -758493.875000 Penalty: 4175.893066
	Iteration 26Q: 3 clusters Score -758493.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -758539.937500 Penalty: 4175.893066
	Iteration 27Q: 3 clusters Score -758539.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -758569.375000 Penalty: 4175.893066
	Iteration 28Q: 3 clusters Score -758569.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -758599.250000 Penalty: 4175.893066
	Iteration 29Q: 3 clusters Score -758599.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -758627.000000 Penalty: 4175.893066
	Iteration 30Q: 3 clusters Score -758627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -758642.875000 Penalty: 4175.893066
	Iteration 31Q: 3 clusters Score -758642.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -758651.187500 Penalty: 4175.893066
	Iteration 32Q: 3 clusters Score -758651.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -758654.500000 Penalty: 4175.893066
	Iteration 33Q: 3 clusters Score -758654.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -758655.875000 Penalty: 4175.893066
	Iteration 34Q: 3 clusters Score -758655.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -758656.937500 Penalty: 4175.893066
	Iteration 35Q: 3 clusters Score -758656.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -758659.000000 Penalty: 4175.893066
	Iteration 36Q: 3 clusters Score -758659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -758660.187500 Penalty: 4175.893066
	Iteration 37Q: 3 clusters Score -758660.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -758660.312500 Penalty: 4175.893066
	Iteration 38Q: 3 clusters Score -758660.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -758660.312500 Penalty: 4175.893066
	Iteration 39F: 3 clusters Score -758660.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Entering Unmasked Estep 
Score: -595752.312500 Penalty: 2026.766846
	Iteration 0F: 2 clusters Score -595752.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -592164.187500 Penalty: 4053.533691
	Iteration 0F: 3 clusters Score -592164.2 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -592962.312500 Penalty: 4053.533691
	Iteration 1F: 3 clusters Score -592962.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -593125.250000 Penalty: 4053.533691
	Iteration 2F: 3 clusters Score -593125.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -593222.125000 Penalty: 4053.533691
	Iteration 3Q: 3 clusters Score -593222.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -593300.437500 Penalty: 4053.533691
	Iteration 4Q: 3 clusters Score -593300.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -593363.437500 Penalty: 4053.533691
	Iteration 5Q: 3 clusters Score -593363.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -593411.687500 Penalty: 4053.533691
	Iteration 6Q: 3 clusters Score -593411.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -593454.375000 Penalty: 4053.533691
	Iteration 7Q: 3 clusters Score -593454.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -593495.687500 Penalty: 4053.533691
	Iteration 8Q: 3 clusters Score -593495.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -593532.312500 Penalty: 4053.533691
	Iteration 9Q: 3 clusters Score -593532.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -593565.062500 Penalty: 4053.533691
	Iteration 10Q: 3 clusters Score -593565.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -593594.125000 Penalty: 4053.533691
	Iteration 11Q: 3 clusters Score -593594.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -593627.250000 Penalty: 4053.533691
	Iteration 12Q: 3 clusters Score -593627.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -593669.125000 Penalty: 4053.533691
	Iteration 13Q: 3 clusters Score -593669.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -593714.250000 Penalty: 4053.533691
	Iteration 14Q: 3 clusters Score -593714.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -593782.250000 Penalty: 4053.533691
	Iteration 15Q: 3 clusters Score -593782.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -593877.125000 Penalty: 4053.533691
	Iteration 16Q: 3 clusters Score -593877.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -593995.000000 Penalty: 4053.533691
	Iteration 17Q: 3 clusters Score -593995 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -594209.500000 Penalty: 4053.533691
	Iteration 18Q: 3 clusters Score -594209.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -594615.812500 Penalty: 4053.533691
	Iteration 19Q: 3 clusters Score -594615.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -595132.125000 Penalty: 4053.533691
	Iteration 20F: 3 clusters Score -595132.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -595512.375000 Penalty: 4053.533691
	Iteration 21Q: 3 clusters Score -595512.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -595681.375000 Penalty: 4053.533691
	Iteration 22Q: 3 clusters Score -595681.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -595722.062500 Penalty: 4053.533691
	Iteration 23Q: 3 clusters Score -595722.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -595728.187500 Penalty: 4053.533691
	Iteration 24Q: 3 clusters Score -595728.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -595727.625000 Penalty: 4053.533691
	Iteration 25Q: 3 clusters Score -595727.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -595727.625000 Penalty: 4053.533691
	Iteration 26F: 3 clusters Score -595727.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Entering Unmasked Estep 
Score: -1072068.875000 Penalty: 2175.030273
	Iteration 0F: 2 clusters Score -1072069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1066613.125000 Penalty: 4350.060547
	Iteration 0F: 3 clusters Score -1066613 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1068100.625000 Penalty: 4350.060547
	Iteration 1F: 3 clusters Score -1068101 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1068446.875000 Penalty: 4350.060547
	Iteration 2F: 3 clusters Score -1068447 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1068748.625000 Penalty: 4350.060547
	Iteration 3F: 3 clusters Score -1068749 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1069005.125000 Penalty: 4350.060547
	Iteration 4F: 3 clusters Score -1069005 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1069224.375000 Penalty: 4350.060547
	Iteration 5Q: 3 clusters Score -1069224 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1069417.125000 Penalty: 4350.060547
	Iteration 6Q: 3 clusters Score -1069417 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1069579.000000 Penalty: 4350.060547
	Iteration 7Q: 3 clusters Score -1069579 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1069742.500000 Penalty: 4350.060547
	Iteration 8Q: 3 clusters Score -1069742 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1069886.000000 Penalty: 4350.060547
	Iteration 9Q: 3 clusters Score -1069886 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1069997.500000 Penalty: 4350.060547
	Iteration 10Q: 3 clusters Score -1069998 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1070099.125000 Penalty: 4350.060547
	Iteration 11Q: 3 clusters Score -1070099 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1070209.000000 Penalty: 4350.060547
	Iteration 12Q: 3 clusters Score -1070209 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1070334.250000 Penalty: 4350.060547
	Iteration 13Q: 3 clusters Score -1070334 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1070478.250000 Penalty: 4350.060547
	Iteration 14Q: 3 clusters Score -1070478 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1070626.875000 Penalty: 4350.060547
	Iteration 15Q: 3 clusters Score -1070627 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1070739.750000 Penalty: 4350.060547
	Iteration 16Q: 3 clusters Score -1070740 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1070806.000000 Penalty: 4350.060547
	Iteration 17Q: 3 clusters Score -1070806 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1070846.250000 Penalty: 4350.060547
	Iteration 18Q: 3 clusters Score -1070846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1070877.125000 Penalty: 4350.060547
	Iteration 19Q: 3 clusters Score -1070877 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1070899.625000 Penalty: 4350.060547
	Iteration 20F: 3 clusters Score -1070900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1070924.000000 Penalty: 4350.060547
	Iteration 21Q: 3 clusters Score -1070924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1070936.375000 Penalty: 4350.060547
	Iteration 22Q: 3 clusters Score -1070936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1070945.500000 Penalty: 4350.060547
	Iteration 23Q: 3 clusters Score -1070946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1070949.500000 Penalty: 4350.060547
	Iteration 24Q: 3 clusters Score -1070950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1070952.875000 Penalty: 4350.060547
	Iteration 25Q: 3 clusters Score -1070953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1070956.000000 Penalty: 4350.060547
	Iteration 26Q: 3 clusters Score -1070956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1070957.625000 Penalty: 4350.060547
	Iteration 27Q: 3 clusters Score -1070958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1070959.125000 Penalty: 4350.060547
	Iteration 28Q: 3 clusters Score -1070959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1070959.125000 Penalty: 4350.060547
	Iteration 29F: 3 clusters Score -1070959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Entering Unmasked Estep 
Score: -1285444.250000 Penalty: 2204.274658
	Iteration 0F: 2 clusters Score -1285444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1279493.875000 Penalty: 4408.549316
	Iteration 0F: 3 clusters Score -1279494 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1281037.125000 Penalty: 4408.549316
	Iteration 1F: 3 clusters Score -1281037 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1281264.250000 Penalty: 4408.549316
	Iteration 2F: 3 clusters Score -1281264 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1281408.750000 Penalty: 4408.549316
	Iteration 3Q: 3 clusters Score -1281409 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1281501.500000 Penalty: 4408.549316
	Iteration 4Q: 3 clusters Score -1281502 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1281568.500000 Penalty: 4408.549316
	Iteration 5Q: 3 clusters Score -1281568 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1281620.750000 Penalty: 4408.549316
	Iteration 6Q: 3 clusters Score -1281621 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1281668.000000 Penalty: 4408.549316
	Iteration 7Q: 3 clusters Score -1281668 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1281707.250000 Penalty: 4408.549316
	Iteration 8Q: 3 clusters Score -1281707 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1281732.875000 Penalty: 4408.549316
	Iteration 9Q: 3 clusters Score -1281733 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1281761.125000 Penalty: 4408.549316
	Iteration 10Q: 3 clusters Score -1281761 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1281791.875000 Penalty: 4408.549316
	Iteration 11Q: 3 clusters Score -1281792 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1281811.125000 Penalty: 4408.549316
	Iteration 12Q: 3 clusters Score -1281811 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1281826.750000 Penalty: 4408.549316
	Iteration 13Q: 3 clusters Score -1281827 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1281848.000000 Penalty: 4408.549316
	Iteration 14Q: 3 clusters Score -1281848 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1281865.125000 Penalty: 4408.549316
	Iteration 15Q: 3 clusters Score -1281865 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1281876.750000 Penalty: 4408.549316
	Iteration 16Q: 3 clusters Score -1281877 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1281893.125000 Penalty: 4408.549316
	Iteration 17Q: 3 clusters Score -1281893 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1281912.250000 Penalty: 4408.549316
	Iteration 18Q: 3 clusters Score -1281912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1281931.125000 Penalty: 4408.549316
	Iteration 19Q: 3 clusters Score -1281931 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1281956.625000 Penalty: 4408.549316
	Iteration 20F: 3 clusters Score -1281957 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1281984.875000 Penalty: 4408.549316
	Iteration 21Q: 3 clusters Score -1281985 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1282015.375000 Penalty: 4408.549316
	Iteration 22Q: 3 clusters Score -1282015 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1282056.750000 Penalty: 4408.549316
	Iteration 23Q: 3 clusters Score -1282057 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1282101.000000 Penalty: 4408.549316
	Iteration 24Q: 3 clusters Score -1282101 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1282157.875000 Penalty: 4408.549316
	Iteration 25Q: 3 clusters Score -1282158 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1282225.500000 Penalty: 4408.549316
	Iteration 26Q: 3 clusters Score -1282226 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1282313.500000 Penalty: 4408.549316
	Iteration 27Q: 3 clusters Score -1282314 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1282426.625000 Penalty: 4408.549316
	Iteration 28Q: 3 clusters Score -1282427 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1282541.875000 Penalty: 4408.549316
	Iteration 29Q: 3 clusters Score -1282542 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1282657.125000 Penalty: 4408.549316
	Iteration 30Q: 3 clusters Score -1282657 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1282801.375000 Penalty: 4408.549316
	Iteration 31Q: 3 clusters Score -1282801 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1282912.250000 Penalty: 4408.549316
	Iteration 32Q: 3 clusters Score -1282912 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1283021.125000 Penalty: 4408.549316
	Iteration 33Q: 3 clusters Score -1283021 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1283120.750000 Penalty: 4408.549316
	Iteration 34Q: 3 clusters Score -1283121 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1283205.250000 Penalty: 4408.549316
	Iteration 35Q: 3 clusters Score -1283205 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1283275.625000 Penalty: 4408.549316
	Iteration 36Q: 3 clusters Score -1283276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1283326.250000 Penalty: 4408.549316
	Iteration 37Q: 3 clusters Score -1283326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1283364.875000 Penalty: 4408.549316
	Iteration 38Q: 3 clusters Score -1283365 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1283393.125000 Penalty: 4408.549316
	Iteration 39Q: 3 clusters Score -1283393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1283417.125000 Penalty: 4408.549316
	Iteration 40F: 3 clusters Score -1283417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1283438.000000 Penalty: 4408.549316
	Iteration 41Q: 3 clusters Score -1283438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1283454.875000 Penalty: 4408.549316
	Iteration 42Q: 3 clusters Score -1283455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1283466.625000 Penalty: 4408.549316
	Iteration 43Q: 3 clusters Score -1283467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1283477.250000 Penalty: 4408.549316
	Iteration 44Q: 3 clusters Score -1283477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1283484.500000 Penalty: 4408.549316
	Iteration 45Q: 3 clusters Score -1283484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1283487.375000 Penalty: 4408.549316
	Iteration 46Q: 3 clusters Score -1283487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1283491.375000 Penalty: 4408.549316
	Iteration 47Q: 3 clusters Score -1283491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1283496.500000 Penalty: 4408.549316
	Iteration 48Q: 3 clusters Score -1283496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1283501.375000 Penalty: 4408.549316
	Iteration 49Q: 3 clusters Score -1283501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1283507.125000 Penalty: 4408.549316
	Iteration 50Q: 3 clusters Score -1283507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1283511.125000 Penalty: 4408.549316
	Iteration 51Q: 3 clusters Score -1283511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1283514.500000 Penalty: 4408.549316
	Iteration 52Q: 3 clusters Score -1283514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1283514.500000 Penalty: 4408.549316
	Iteration 53F: 3 clusters Score -1283514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Entering Unmasked Estep 
Score: -2018243.250000 Penalty: 2336.750732
	Iteration 0F: 2 clusters Score -2018243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2009126.625000 Penalty: 4673.501465
	Iteration 0F: 3 clusters Score -2009127 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2012052.875000 Penalty: 4673.501465
	Iteration 1F: 3 clusters Score -2012053 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2012543.375000 Penalty: 4673.501465
	Iteration 2F: 3 clusters Score -2012543 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2012947.250000 Penalty: 4673.501465
	Iteration 3F: 3 clusters Score -2012947 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2013276.125000 Penalty: 4673.501465
	Iteration 4F: 3 clusters Score -2013276 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2013567.000000 Penalty: 4673.501465
	Iteration 5Q: 3 clusters Score -2013567 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2013831.000000 Penalty: 4673.501465
	Iteration 6Q: 3 clusters Score -2013831 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2014055.500000 Penalty: 4673.501465
	Iteration 7Q: 3 clusters Score -2014056 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2014266.000000 Penalty: 4673.501465
	Iteration 8Q: 3 clusters Score -2014266 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2014439.500000 Penalty: 4673.501465
	Iteration 9Q: 3 clusters Score -2014440 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2014591.625000 Penalty: 4673.501465
	Iteration 10Q: 3 clusters Score -2014592 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2014733.625000 Penalty: 4673.501465
	Iteration 11Q: 3 clusters Score -2014734 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2014849.625000 Penalty: 4673.501465
	Iteration 12Q: 3 clusters Score -2014850 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2014947.750000 Penalty: 4673.501465
	Iteration 13Q: 3 clusters Score -2014948 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2015042.250000 Penalty: 4673.501465
	Iteration 14Q: 3 clusters Score -2015042 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2015118.250000 Penalty: 4673.501465
	Iteration 15Q: 3 clusters Score -2015118 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2015192.875000 Penalty: 4673.501465
	Iteration 16Q: 3 clusters Score -2015193 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2015278.250000 Penalty: 4673.501465
	Iteration 17Q: 3 clusters Score -2015278 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2015360.750000 Penalty: 4673.501465
	Iteration 18Q: 3 clusters Score -2015361 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2015416.000000 Penalty: 4673.501465
	Iteration 19Q: 3 clusters Score -2015416 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2015455.250000 Penalty: 4673.501465
	Iteration 20F: 3 clusters Score -2015455 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2015476.750000 Penalty: 4673.501465
	Iteration 21Q: 3 clusters Score -2015477 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2015487.875000 Penalty: 4673.501465
	Iteration 22Q: 3 clusters Score -2015488 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2015513.000000 Penalty: 4673.501465
	Iteration 23Q: 3 clusters Score -2015513 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2015530.125000 Penalty: 4673.501465
	Iteration 24Q: 3 clusters Score -2015530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2015541.250000 Penalty: 4673.501465
	Iteration 25Q: 3 clusters Score -2015541 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2015557.000000 Penalty: 4673.501465
	Iteration 26Q: 3 clusters Score -2015557 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2015569.000000 Penalty: 4673.501465
	Iteration 27Q: 3 clusters Score -2015569 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2015581.125000 Penalty: 4673.501465
	Iteration 28Q: 3 clusters Score -2015581 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2015596.500000 Penalty: 4673.501465
	Iteration 29Q: 3 clusters Score -2015596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2015603.375000 Penalty: 4673.501465
	Iteration 30Q: 3 clusters Score -2015603 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2015605.125000 Penalty: 4673.501465
	Iteration 31Q: 3 clusters Score -2015605 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2015616.875000 Penalty: 4673.501465
	Iteration 32Q: 3 clusters Score -2015617 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2015635.750000 Penalty: 4673.501465
	Iteration 33Q: 3 clusters Score -2015636 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2015643.500000 Penalty: 4673.501465
	Iteration 34Q: 3 clusters Score -2015644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2015655.625000 Penalty: 4673.501465
	Iteration 35Q: 3 clusters Score -2015656 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2015674.500000 Penalty: 4673.501465
	Iteration 36Q: 3 clusters Score -2015674 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2015686.000000 Penalty: 4673.501465
	Iteration 37Q: 3 clusters Score -2015686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2015706.000000 Penalty: 4673.501465
	Iteration 38Q: 3 clusters Score -2015706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2015719.875000 Penalty: 4673.501465
	Iteration 39Q: 3 clusters Score -2015720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2015727.750000 Penalty: 4673.501465
	Iteration 40F: 3 clusters Score -2015728 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2015744.625000 Penalty: 4673.501465
	Iteration 41Q: 3 clusters Score -2015745 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2015751.250000 Penalty: 4673.501465
	Iteration 42Q: 3 clusters Score -2015751 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2015762.875000 Penalty: 4673.501465
	Iteration 43Q: 3 clusters Score -2015763 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2015777.125000 Penalty: 4673.501465
	Iteration 44Q: 3 clusters Score -2015777 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2015785.375000 Penalty: 4673.501465
	Iteration 45Q: 3 clusters Score -2015785 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2015792.375000 Penalty: 4673.501465
	Iteration 46Q: 3 clusters Score -2015792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2015793.750000 Penalty: 4673.501465
	Iteration 47Q: 3 clusters Score -2015794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2015803.625000 Penalty: 4673.501465
	Iteration 48Q: 3 clusters Score -2015804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2015807.750000 Penalty: 4673.501465
	Iteration 49Q: 3 clusters Score -2015808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3929 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3870 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3859 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3844 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3820 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3793 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3764 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3731 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3693 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3654 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3536 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3503 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3437 members 
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Mstep: Class 1 contains 3402 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
Score: -2016003.000000 Penalty: 4673.501465
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3127 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3088 members 
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	Iteration 86Q: 3 clusters Score -2016043 nChanged 34
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Mstep: Class 1 contains 3056 members 
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Mstep: Class 1 contains 2987 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2954 members 
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Mstep: Class 1 contains 2925 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2905 members 
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Mstep: Class 1 contains 2875 members 
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Mstep: Class 1 contains 2842 members 
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Mstep: Class 1 contains 2816 members 
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Mstep: Class 1 contains 2777 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2016136 nChanged 41
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Mstep: Class 1 contains 2742 members 
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	Iteration 97Q: 3 clusters Score -2016152 nChanged 37
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Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 9649 members 
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	Iteration 98Q: 3 clusters Score -2016156 nChanged 37
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Mstep: Class 1 contains 2682 members 
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Mstep: Class 1 contains 2646 members 
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	Iteration 100F: 3 clusters Score -2016188 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2606 members 
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	Iteration 101Q: 3 clusters Score -2016202 nChanged 38
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Mstep: Class 1 contains 2578 members 
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	Iteration 102Q: 3 clusters Score -2016216 nChanged 16
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2549 members 
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	Iteration 105Q: 3 clusters Score -2016226 nChanged 19
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2462 members 
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	Iteration 109Q: 3 clusters Score -2016266 nChanged 48
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Mstep: Class 1 contains 2336 members 
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	Iteration 111Q: 3 clusters Score -2016298 nChanged 51
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	Iteration 112Q: 3 clusters Score -2016312 nChanged 58
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Mstep: Class 1 contains 2150 members 
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	Iteration 115Q: 3 clusters Score -2016383 nChanged 49
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Mstep: Class 1 contains 2105 members 
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	Iteration 116Q: 3 clusters Score -2016410 nChanged 55
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Mstep: Class 1 contains 2052 members 
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Mstep: Class 1 contains 1947 members 
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Mstep: Class 1 contains 1909 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2016538 nChanged 57
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Mstep: Class 1 contains 1859 members 
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Mstep: Class 1 contains 1834 members 
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Mstep: Class 1 contains 1809 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2016620 nChanged 28
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Mstep: Class 1 contains 1793 members 
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	Iteration 126Q: 3 clusters Score -2016645 nChanged 31
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	Iteration 130Q: 3 clusters Score -2016680 nChanged 16
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2016695 nChanged 18
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2016702 nChanged 18
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2016713 nChanged 6
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	Iteration 137Q: 3 clusters Score -2016713 nChanged 5
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	Iteration 138Q: 3 clusters Score -2016711 nChanged 8
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	Iteration 139Q: 3 clusters Score -2016717 nChanged 6
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Mstep: Class 1 contains 1606 members 
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	Iteration 140F: 3 clusters Score -2016717 nChanged 3
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Mstep: Class 1 contains 1603 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2016717 nChanged 1
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	Iteration 142Q: 3 clusters Score -2016720 nChanged 1
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2016720 nChanged 1
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Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2016721.375000 Penalty: 4673.501465
	Iteration 144Q: 3 clusters Score -2016721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2016722.250000 Penalty: 4673.501465
	Iteration 145Q: 3 clusters Score -2016722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2016726.875000 Penalty: 4673.501465
	Iteration 146Q: 3 clusters Score -2016727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2016728.000000 Penalty: 4673.501465
	Iteration 147Q: 3 clusters Score -2016728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2016729.625000 Penalty: 4673.501465
	Iteration 148Q: 3 clusters Score -2016730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2016731.250000 Penalty: 4673.501465
	Iteration 149Q: 3 clusters Score -2016731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2016738.625000 Penalty: 4673.501465
	Iteration 150Q: 3 clusters Score -2016739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2016739.125000 Penalty: 4673.501465
	Iteration 151Q: 3 clusters Score -2016739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2016743.875000 Penalty: 4673.501465
	Iteration 152Q: 3 clusters Score -2016744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2016745.250000 Penalty: 4673.501465
	Iteration 153Q: 3 clusters Score -2016745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2016743.875000 Penalty: 4673.501465
	Iteration 154Q: 3 clusters Score -2016744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2016747.875000 Penalty: 4673.501465
	Iteration 155Q: 3 clusters Score -2016748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2016747.125000 Penalty: 4673.501465
	Iteration 156Q: 3 clusters Score -2016747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2016748.125000 Penalty: 4673.501465
	Iteration 157Q: 3 clusters Score -2016748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2016749.625000 Penalty: 4673.501465
	Iteration 158Q: 3 clusters Score -2016750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2016748.500000 Penalty: 4673.501465
	Iteration 159Q: 3 clusters Score -2016748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2016750.875000 Penalty: 4673.501465
	Iteration 160F: 3 clusters Score -2016751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2016755.125000 Penalty: 4673.501465
	Iteration 161Q: 3 clusters Score -2016755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2016761.000000 Penalty: 4673.501465
	Iteration 162Q: 3 clusters Score -2016761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2016760.375000 Penalty: 4673.501465
	Iteration 163Q: 3 clusters Score -2016760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2016765.000000 Penalty: 4673.501465
	Iteration 164Q: 3 clusters Score -2016765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2016767.750000 Penalty: 4673.501465
	Iteration 165Q: 3 clusters Score -2016768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2016769.625000 Penalty: 4673.501465
	Iteration 166Q: 3 clusters Score -2016770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2016770.125000 Penalty: 4673.501465
	Iteration 167Q: 3 clusters Score -2016770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2016767.000000 Penalty: 4673.501465
	Iteration 168Q: 3 clusters Score -2016767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2016772.250000 Penalty: 4673.501465
	Iteration 169Q: 3 clusters Score -2016772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2016772.500000 Penalty: 4673.501465
	Iteration 170Q: 3 clusters Score -2016772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2016774.750000 Penalty: 4673.501465
	Iteration 171Q: 3 clusters Score -2016775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2016771.500000 Penalty: 4673.501465
	Iteration 172Q: 3 clusters Score -2016772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2016771.875000 Penalty: 4673.501465
	Iteration 173Q: 3 clusters Score -2016772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2016771.875000 Penalty: 4673.501465
	Iteration 174F: 3 clusters Score -2016772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Entering Unmasked Estep 
Score: -488020.500000 Penalty: 1978.195679
	Iteration 0F: 2 clusters Score -488020.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -484758.781250 Penalty: 3956.391357
	Iteration 0F: 3 clusters Score -484758.8 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -485404.843750 Penalty: 3956.391357
	Iteration 1F: 3 clusters Score -485404.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -485573.781250 Penalty: 3956.391357
	Iteration 2F: 3 clusters Score -485573.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -485686.000000 Penalty: 3956.391357
	Iteration 3F: 3 clusters Score -485686 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -485760.687500 Penalty: 3956.391357
	Iteration 4Q: 3 clusters Score -485760.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -485813.875000 Penalty: 3956.391357
	Iteration 5Q: 3 clusters Score -485813.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -485843.812500 Penalty: 3956.391357
	Iteration 6Q: 3 clusters Score -485843.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -485867.218750 Penalty: 3956.391357
	Iteration 7Q: 3 clusters Score -485867.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -485890.343750 Penalty: 3956.391357
	Iteration 8Q: 3 clusters Score -485890.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -485914.468750 Penalty: 3956.391357
	Iteration 9Q: 3 clusters Score -485914.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -485933.312500 Penalty: 3956.391357
	Iteration 10Q: 3 clusters Score -485933.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -485951.468750 Penalty: 3956.391357
	Iteration 11Q: 3 clusters Score -485951.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -485979.812500 Penalty: 3956.391357
	Iteration 12Q: 3 clusters Score -485979.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -486004.218750 Penalty: 3956.391357
	Iteration 13Q: 3 clusters Score -486004.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -486024.437500 Penalty: 3956.391357
	Iteration 14Q: 3 clusters Score -486024.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -486044.062500 Penalty: 3956.391357
	Iteration 15Q: 3 clusters Score -486044.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -486061.593750 Penalty: 3956.391357
	Iteration 16Q: 3 clusters Score -486061.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -486077.468750 Penalty: 3956.391357
	Iteration 17Q: 3 clusters Score -486077.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -486093.781250 Penalty: 3956.391357
	Iteration 18Q: 3 clusters Score -486093.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -486120.156250 Penalty: 3956.391357
	Iteration 19Q: 3 clusters Score -486120.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -486147.625000 Penalty: 3956.391357
	Iteration 20F: 3 clusters Score -486147.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -486174.312500 Penalty: 3956.391357
	Iteration 21Q: 3 clusters Score -486174.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -486198.250000 Penalty: 3956.391357
	Iteration 22Q: 3 clusters Score -486198.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -486218.187500 Penalty: 3956.391357
	Iteration 23Q: 3 clusters Score -486218.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -486240.531250 Penalty: 3956.391357
	Iteration 24Q: 3 clusters Score -486240.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -486264.187500 Penalty: 3956.391357
	Iteration 25Q: 3 clusters Score -486264.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -486287.968750 Penalty: 3956.391357
	Iteration 26Q: 3 clusters Score -486288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -486314.375000 Penalty: 3956.391357
	Iteration 27Q: 3 clusters Score -486314.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -486344.406250 Penalty: 3956.391357
	Iteration 28Q: 3 clusters Score -486344.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -486371.000000 Penalty: 3956.391357
	Iteration 29Q: 3 clusters Score -486371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -486395.093750 Penalty: 3956.391357
	Iteration 30Q: 3 clusters Score -486395.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -486410.625000 Penalty: 3956.391357
	Iteration 31Q: 3 clusters Score -486410.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -486429.375000 Penalty: 3956.391357
	Iteration 32Q: 3 clusters Score -486429.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -486450.812500 Penalty: 3956.391357
	Iteration 33Q: 3 clusters Score -486450.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -486470.937500 Penalty: 3956.391357
	Iteration 34Q: 3 clusters Score -486470.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -486491.250000 Penalty: 3956.391357
	Iteration 35Q: 3 clusters Score -486491.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -486502.718750 Penalty: 3956.391357
	Iteration 36Q: 3 clusters Score -486502.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -486515.406250 Penalty: 3956.391357
	Iteration 37Q: 3 clusters Score -486515.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -486523.343750 Penalty: 3956.391357
	Iteration 38Q: 3 clusters Score -486523.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -486528.375000 Penalty: 3956.391357
	Iteration 39Q: 3 clusters Score -486528.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -486530.406250 Penalty: 3956.391357
	Iteration 40F: 3 clusters Score -486530.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -486532.375000 Penalty: 3956.391357
	Iteration 41Q: 3 clusters Score -486532.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -486536.093750 Penalty: 3956.391357
	Iteration 42Q: 3 clusters Score -486536.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -486540.437500 Penalty: 3956.391357
	Iteration 43Q: 3 clusters Score -486540.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -486542.906250 Penalty: 3956.391357
	Iteration 44Q: 3 clusters Score -486542.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -486543.125000 Penalty: 3956.391357
	Iteration 45Q: 3 clusters Score -486543.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -486544.500000 Penalty: 3956.391357
	Iteration 46Q: 3 clusters Score -486544.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -486545.156250 Penalty: 3956.391357
	Iteration 47Q: 3 clusters Score -486545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -486545.343750 Penalty: 3956.391357
	Iteration 48Q: 3 clusters Score -486545.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -486546.781250 Penalty: 3956.391357
	Iteration 49Q: 3 clusters Score -486546.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -486546.781250 Penalty: 3956.391357
	Iteration 50F: 3 clusters Score -486546.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Entering Unmasked Estep 
Score: -1059680.750000 Penalty: 2166.330566
	Iteration 0F: 2 clusters Score -1059681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1054375.750000 Penalty: 4332.661133
	Iteration 0F: 3 clusters Score -1054376 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1055841.000000 Penalty: 4332.661133
	Iteration 1F: 3 clusters Score -1055841 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1056146.625000 Penalty: 4332.661133
	Iteration 2F: 3 clusters Score -1056147 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1056406.125000 Penalty: 4332.661133
	Iteration 3F: 3 clusters Score -1056406 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1056609.125000 Penalty: 4332.661133
	Iteration 4Q: 3 clusters Score -1056609 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1056743.750000 Penalty: 4332.661133
	Iteration 5Q: 3 clusters Score -1056744 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1056845.125000 Penalty: 4332.661133
	Iteration 6Q: 3 clusters Score -1056845 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1056928.000000 Penalty: 4332.661133
	Iteration 7Q: 3 clusters Score -1056928 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1057009.250000 Penalty: 4332.661133
	Iteration 8Q: 3 clusters Score -1057009 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1057081.375000 Penalty: 4332.661133
	Iteration 9Q: 3 clusters Score -1057081 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1057156.000000 Penalty: 4332.661133
	Iteration 10Q: 3 clusters Score -1057156 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1057230.625000 Penalty: 4332.661133
	Iteration 11Q: 3 clusters Score -1057231 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1057303.750000 Penalty: 4332.661133
	Iteration 12Q: 3 clusters Score -1057304 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1057376.625000 Penalty: 4332.661133
	Iteration 13Q: 3 clusters Score -1057377 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1057452.250000 Penalty: 4332.661133
	Iteration 14Q: 3 clusters Score -1057452 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1057526.500000 Penalty: 4332.661133
	Iteration 15Q: 3 clusters Score -1057526 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1057593.625000 Penalty: 4332.661133
	Iteration 16Q: 3 clusters Score -1057594 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1057654.750000 Penalty: 4332.661133
	Iteration 17Q: 3 clusters Score -1057655 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1057705.750000 Penalty: 4332.661133
	Iteration 18Q: 3 clusters Score -1057706 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1057759.250000 Penalty: 4332.661133
	Iteration 19Q: 3 clusters Score -1057759 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1057799.500000 Penalty: 4332.661133
	Iteration 20F: 3 clusters Score -1057800 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1057833.000000 Penalty: 4332.661133
	Iteration 21Q: 3 clusters Score -1057833 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1057863.375000 Penalty: 4332.661133
	Iteration 22Q: 3 clusters Score -1057863 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1057884.750000 Penalty: 4332.661133
	Iteration 23Q: 3 clusters Score -1057885 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1057904.250000 Penalty: 4332.661133
	Iteration 24Q: 3 clusters Score -1057904 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1057923.625000 Penalty: 4332.661133
	Iteration 25Q: 3 clusters Score -1057924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1057938.375000 Penalty: 4332.661133
	Iteration 26Q: 3 clusters Score -1057938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1057947.875000 Penalty: 4332.661133
	Iteration 27Q: 3 clusters Score -1057948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1057961.625000 Penalty: 4332.661133
	Iteration 28Q: 3 clusters Score -1057962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1057969.250000 Penalty: 4332.661133
	Iteration 29Q: 3 clusters Score -1057969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1057976.250000 Penalty: 4332.661133
	Iteration 30Q: 3 clusters Score -1057976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1057981.875000 Penalty: 4332.661133
	Iteration 31Q: 3 clusters Score -1057982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1057987.625000 Penalty: 4332.661133
	Iteration 32Q: 3 clusters Score -1057988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1057990.125000 Penalty: 4332.661133
	Iteration 33Q: 3 clusters Score -1057990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1057995.750000 Penalty: 4332.661133
	Iteration 34Q: 3 clusters Score -1057996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1057996.625000 Penalty: 4332.661133
	Iteration 35Q: 3 clusters Score -1057997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1057999.750000 Penalty: 4332.661133
	Iteration 36Q: 3 clusters Score -1058000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1058005.500000 Penalty: 4332.661133
	Iteration 37Q: 3 clusters Score -1058006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1058006.125000 Penalty: 4332.661133
	Iteration 38Q: 3 clusters Score -1058006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1058008.125000 Penalty: 4332.661133
	Iteration 39Q: 3 clusters Score -1058008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1058013.625000 Penalty: 4332.661133
	Iteration 40F: 3 clusters Score -1058014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1058017.375000 Penalty: 4332.661133
	Iteration 41Q: 3 clusters Score -1058017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1058019.875000 Penalty: 4332.661133
	Iteration 42Q: 3 clusters Score -1058020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1058021.125000 Penalty: 4332.661133
	Iteration 43Q: 3 clusters Score -1058021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1058024.250000 Penalty: 4332.661133
	Iteration 44Q: 3 clusters Score -1058024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1058028.875000 Penalty: 4332.661133
	Iteration 45Q: 3 clusters Score -1058029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1058032.750000 Penalty: 4332.661133
	Iteration 46Q: 3 clusters Score -1058033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1058036.750000 Penalty: 4332.661133
	Iteration 47Q: 3 clusters Score -1058037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1058042.625000 Penalty: 4332.661133
	Iteration 48Q: 3 clusters Score -1058043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1058040.750000 Penalty: 4332.661133
	Iteration 49Q: 3 clusters Score -1058041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1058041.375000 Penalty: 4332.661133
	Iteration 50Q: 3 clusters Score -1058041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1058044.500000 Penalty: 4332.661133
	Iteration 51Q: 3 clusters Score -1058044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1058046.250000 Penalty: 4332.661133
	Iteration 52Q: 3 clusters Score -1058046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1058045.875000 Penalty: 4332.661133
	Iteration 53Q: 3 clusters Score -1058046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1058048.125000 Penalty: 4332.661133
	Iteration 54Q: 3 clusters Score -1058048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1058047.500000 Penalty: 4332.661133
	Iteration 55Q: 3 clusters Score -1058048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1058048.000000 Penalty: 4332.661133
	Iteration 56Q: 3 clusters Score -1058048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1058053.750000 Penalty: 4332.661133
	Iteration 57Q: 3 clusters Score -1058054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1058052.500000 Penalty: 4332.661133
	Iteration 58Q: 3 clusters Score -1058052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1058052.875000 Penalty: 4332.661133
	Iteration 59Q: 3 clusters Score -1058053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1058053.375000 Penalty: 4332.661133
	Iteration 60F: 3 clusters Score -1058053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1058054.875000 Penalty: 4332.661133
	Iteration 61Q: 3 clusters Score -1058055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1058056.250000 Penalty: 4332.661133
	Iteration 62Q: 3 clusters Score -1058056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1058057.750000 Penalty: 4332.661133
	Iteration 63Q: 3 clusters Score -1058058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1058061.875000 Penalty: 4332.661133
	Iteration 64Q: 3 clusters Score -1058062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1058063.250000 Penalty: 4332.661133
	Iteration 65Q: 3 clusters Score -1058063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1058062.500000 Penalty: 4332.661133
	Iteration 66Q: 3 clusters Score -1058062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1058065.500000 Penalty: 4332.661133
	Iteration 67Q: 3 clusters Score -1058066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1058068.125000 Penalty: 4332.661133
	Iteration 68Q: 3 clusters Score -1058068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1058073.250000 Penalty: 4332.661133
	Iteration 69Q: 3 clusters Score -1058073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1058074.250000 Penalty: 4332.661133
	Iteration 70Q: 3 clusters Score -1058074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1058077.250000 Penalty: 4332.661133
	Iteration 71Q: 3 clusters Score -1058077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1058082.375000 Penalty: 4332.661133
	Iteration 72Q: 3 clusters Score -1058082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1058084.500000 Penalty: 4332.661133
	Iteration 73Q: 3 clusters Score -1058084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1058084.750000 Penalty: 4332.661133
	Iteration 74Q: 3 clusters Score -1058085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1058086.125000 Penalty: 4332.661133
	Iteration 75Q: 3 clusters Score -1058086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1058088.500000 Penalty: 4332.661133
	Iteration 76Q: 3 clusters Score -1058088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1058088.500000 Penalty: 4332.661133
	Iteration 77Q: 3 clusters Score -1058088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1058089.125000 Penalty: 4332.661133
	Iteration 78Q: 3 clusters Score -1058089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1058089.000000 Penalty: 4332.661133
	Iteration 79Q: 3 clusters Score -1058089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1058089.000000 Penalty: 4332.661133
	Iteration 80F: 3 clusters Score -1058089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Entering Unmasked Estep 
Score: -1956320.375000 Penalty: 2322.422119
	Iteration 0F: 2 clusters Score -1956320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1947593.750000 Penalty: 4644.844238
	Iteration 0F: 3 clusters Score -1947594 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1950336.625000 Penalty: 4644.844238
	Iteration 1F: 3 clusters Score -1950337 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1950677.125000 Penalty: 4644.844238
	Iteration 2F: 3 clusters Score -1950677 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1950886.000000 Penalty: 4644.844238
	Iteration 3Q: 3 clusters Score -1950886 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1951030.875000 Penalty: 4644.844238
	Iteration 4Q: 3 clusters Score -1951031 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1951133.500000 Penalty: 4644.844238
	Iteration 5Q: 3 clusters Score -1951134 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1951233.875000 Penalty: 4644.844238
	Iteration 6Q: 3 clusters Score -1951234 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1951325.625000 Penalty: 4644.844238
	Iteration 7Q: 3 clusters Score -1951326 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1951421.500000 Penalty: 4644.844238
	Iteration 8Q: 3 clusters Score -1951422 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1951511.875000 Penalty: 4644.844238
	Iteration 9Q: 3 clusters Score -1951512 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1951571.375000 Penalty: 4644.844238
	Iteration 10Q: 3 clusters Score -1951571 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1951630.000000 Penalty: 4644.844238
	Iteration 11Q: 3 clusters Score -1951630 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1951685.750000 Penalty: 4644.844238
	Iteration 12Q: 3 clusters Score -1951686 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1951756.125000 Penalty: 4644.844238
	Iteration 13Q: 3 clusters Score -1951756 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1951812.250000 Penalty: 4644.844238
	Iteration 14Q: 3 clusters Score -1951812 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1951864.125000 Penalty: 4644.844238
	Iteration 15Q: 3 clusters Score -1951864 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1951935.375000 Penalty: 4644.844238
	Iteration 16Q: 3 clusters Score -1951935 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1952014.250000 Penalty: 4644.844238
	Iteration 17Q: 3 clusters Score -1952014 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1952093.000000 Penalty: 4644.844238
	Iteration 18Q: 3 clusters Score -1952093 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1952187.500000 Penalty: 4644.844238
	Iteration 19Q: 3 clusters Score -1952188 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1952294.625000 Penalty: 4644.844238
	Iteration 20F: 3 clusters Score -1952295 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1952407.750000 Penalty: 4644.844238
	Iteration 21Q: 3 clusters Score -1952408 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1952536.875000 Penalty: 4644.844238
	Iteration 22Q: 3 clusters Score -1952537 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1952653.875000 Penalty: 4644.844238
	Iteration 23Q: 3 clusters Score -1952654 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1952792.625000 Penalty: 4644.844238
	Iteration 24Q: 3 clusters Score -1952793 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1952928.625000 Penalty: 4644.844238
	Iteration 25Q: 3 clusters Score -1952929 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1953076.125000 Penalty: 4644.844238
	Iteration 26Q: 3 clusters Score -1953076 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1953215.000000 Penalty: 4644.844238
	Iteration 27Q: 3 clusters Score -1953215 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1953387.750000 Penalty: 4644.844238
	Iteration 28Q: 3 clusters Score -1953388 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1953557.000000 Penalty: 4644.844238
	Iteration 29Q: 3 clusters Score -1953557 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1953723.875000 Penalty: 4644.844238
	Iteration 30Q: 3 clusters Score -1953724 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1953846.750000 Penalty: 4644.844238
	Iteration 31Q: 3 clusters Score -1953847 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1953964.625000 Penalty: 4644.844238
	Iteration 32Q: 3 clusters Score -1953965 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1954065.500000 Penalty: 4644.844238
	Iteration 33Q: 3 clusters Score -1954066 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1954149.375000 Penalty: 4644.844238
	Iteration 34Q: 3 clusters Score -1954149 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1954213.125000 Penalty: 4644.844238
	Iteration 35Q: 3 clusters Score -1954213 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1954265.875000 Penalty: 4644.844238
	Iteration 36Q: 3 clusters Score -1954266 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1954298.875000 Penalty: 4644.844238
	Iteration 37Q: 3 clusters Score -1954299 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1954323.000000 Penalty: 4644.844238
	Iteration 38Q: 3 clusters Score -1954323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1954342.625000 Penalty: 4644.844238
	Iteration 39Q: 3 clusters Score -1954343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1954364.250000 Penalty: 4644.844238
	Iteration 40F: 3 clusters Score -1954364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1954379.875000 Penalty: 4644.844238
	Iteration 41Q: 3 clusters Score -1954380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1954392.875000 Penalty: 4644.844238
	Iteration 42Q: 3 clusters Score -1954393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1954396.375000 Penalty: 4644.844238
	Iteration 43Q: 3 clusters Score -1954396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1954402.250000 Penalty: 4644.844238
	Iteration 44Q: 3 clusters Score -1954402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1954404.125000 Penalty: 4644.844238
	Iteration 45Q: 3 clusters Score -1954404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1954404.125000 Penalty: 4644.844238
	Iteration 46F: 3 clusters Score -1954404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Entering Unmasked Estep 
Score: -1873078.750000 Penalty: 2333.926270
	Iteration 0F: 2 clusters Score -1873079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1863941.250000 Penalty: 4667.852539
	Iteration 0F: 3 clusters Score -1863941 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1866858.500000 Penalty: 4667.852539
	Iteration 1F: 3 clusters Score -1866858 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1867392.375000 Penalty: 4667.852539
	Iteration 2F: 3 clusters Score -1867392 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1867964.000000 Penalty: 4667.852539
	Iteration 3F: 3 clusters Score -1867964 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1868677.000000 Penalty: 4667.852539
	Iteration 4F: 3 clusters Score -1868677 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1869330.125000 Penalty: 4667.852539
	Iteration 5F: 3 clusters Score -1869330 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1869832.500000 Penalty: 4667.852539
	Iteration 6F: 3 clusters Score -1869832 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1870232.625000 Penalty: 4667.852539
	Iteration 7F: 3 clusters Score -1870233 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1870566.625000 Penalty: 4667.852539
	Iteration 8Q: 3 clusters Score -1870567 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1870807.375000 Penalty: 4667.852539
	Iteration 9Q: 3 clusters Score -1870807 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1870994.625000 Penalty: 4667.852539
	Iteration 10Q: 3 clusters Score -1870995 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1871142.750000 Penalty: 4667.852539
	Iteration 11Q: 3 clusters Score -1871143 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1871276.375000 Penalty: 4667.852539
	Iteration 12Q: 3 clusters Score -1871276 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1871392.375000 Penalty: 4667.852539
	Iteration 13Q: 3 clusters Score -1871392 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1871495.500000 Penalty: 4667.852539
	Iteration 14Q: 3 clusters Score -1871496 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1871606.125000 Penalty: 4667.852539
	Iteration 15Q: 3 clusters Score -1871606 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1871714.250000 Penalty: 4667.852539
	Iteration 16Q: 3 clusters Score -1871714 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1871825.750000 Penalty: 4667.852539
	Iteration 17Q: 3 clusters Score -1871826 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1871928.000000 Penalty: 4667.852539
	Iteration 18Q: 3 clusters Score -1871928 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1871994.625000 Penalty: 4667.852539
	Iteration 19Q: 3 clusters Score -1871995 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1872044.000000 Penalty: 4667.852539
	Iteration 20F: 3 clusters Score -1872044 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1872088.125000 Penalty: 4667.852539
	Iteration 21Q: 3 clusters Score -1872088 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1872124.125000 Penalty: 4667.852539
	Iteration 22Q: 3 clusters Score -1872124 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1872172.750000 Penalty: 4667.852539
	Iteration 23Q: 3 clusters Score -1872173 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1872211.375000 Penalty: 4667.852539
	Iteration 24Q: 3 clusters Score -1872211 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1872248.875000 Penalty: 4667.852539
	Iteration 25Q: 3 clusters Score -1872249 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1872299.375000 Penalty: 4667.852539
	Iteration 26Q: 3 clusters Score -1872299 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1872337.375000 Penalty: 4667.852539
	Iteration 27Q: 3 clusters Score -1872337 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1872366.250000 Penalty: 4667.852539
	Iteration 28Q: 3 clusters Score -1872366 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1872404.500000 Penalty: 4667.852539
	Iteration 29Q: 3 clusters Score -1872404 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1872443.750000 Penalty: 4667.852539
	Iteration 30Q: 3 clusters Score -1872444 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1872470.000000 Penalty: 4667.852539
	Iteration 31Q: 3 clusters Score -1872470 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1872488.375000 Penalty: 4667.852539
	Iteration 32Q: 3 clusters Score -1872488 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1872501.500000 Penalty: 4667.852539
	Iteration 33Q: 3 clusters Score -1872502 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1872519.375000 Penalty: 4667.852539
	Iteration 34Q: 3 clusters Score -1872519 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1872527.000000 Penalty: 4667.852539
	Iteration 35Q: 3 clusters Score -1872527 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1872545.750000 Penalty: 4667.852539
	Iteration 36Q: 3 clusters Score -1872546 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1872554.250000 Penalty: 4667.852539
	Iteration 37Q: 3 clusters Score -1872554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1872557.875000 Penalty: 4667.852539
	Iteration 38Q: 3 clusters Score -1872558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1872565.125000 Penalty: 4667.852539
	Iteration 39Q: 3 clusters Score -1872565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1872564.250000 Penalty: 4667.852539
	Iteration 40F: 3 clusters Score -1872564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1872569.250000 Penalty: 4667.852539
	Iteration 41Q: 3 clusters Score -1872569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1872564.375000 Penalty: 4667.852539
	Iteration 42Q: 3 clusters Score -1872564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1872568.125000 Penalty: 4667.852539
	Iteration 43Q: 3 clusters Score -1872568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1872566.000000 Penalty: 4667.852539
	Iteration 44Q: 3 clusters Score -1872566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1872567.500000 Penalty: 4667.852539
	Iteration 45Q: 3 clusters Score -1872568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1872569.375000 Penalty: 4667.852539
	Iteration 46Q: 3 clusters Score -1872569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1872569.000000 Penalty: 4667.852539
	Iteration 47Q: 3 clusters Score -1872569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1872569.250000 Penalty: 4667.852539
	Iteration 48Q: 3 clusters Score -1872569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1872570.375000 Penalty: 4667.852539
	Iteration 49Q: 3 clusters Score -1872570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1872569.625000 Penalty: 4667.852539
	Iteration 50Q: 3 clusters Score -1872570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1872567.125000 Penalty: 4667.852539
	Iteration 51Q: 3 clusters Score -1872567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1872567.125000 Penalty: 4667.852539
	Iteration 52F: 3 clusters Score -1872567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Entering Unmasked Estep 
Score: -866648.062500 Penalty: 2125.776855
	Iteration 0F: 2 clusters Score -866648.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -861991.562500 Penalty: 4251.553711
	Iteration 0F: 3 clusters Score -861991.6 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -863160.000000 Penalty: 4251.553711
	Iteration 1F: 3 clusters Score -863160 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -863369.312500 Penalty: 4251.553711
	Iteration 2F: 3 clusters Score -863369.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -863525.000000 Penalty: 4251.553711
	Iteration 3F: 3 clusters Score -863525 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -863660.687500 Penalty: 4251.553711
	Iteration 4Q: 3 clusters Score -863660.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -863790.062500 Penalty: 4251.553711
	Iteration 5Q: 3 clusters Score -863790.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -863912.625000 Penalty: 4251.553711
	Iteration 6Q: 3 clusters Score -863912.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -864023.312500 Penalty: 4251.553711
	Iteration 7Q: 3 clusters Score -864023.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -864139.375000 Penalty: 4251.553711
	Iteration 8Q: 3 clusters Score -864139.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -864268.250000 Penalty: 4251.553711
	Iteration 9Q: 3 clusters Score -864268.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -864432.750000 Penalty: 4251.553711
	Iteration 10Q: 3 clusters Score -864432.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -864579.125000 Penalty: 4251.553711
	Iteration 11Q: 3 clusters Score -864579.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -864684.562500 Penalty: 4251.553711
	Iteration 12Q: 3 clusters Score -864684.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -864776.937500 Penalty: 4251.553711
	Iteration 13Q: 3 clusters Score -864776.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -864869.062500 Penalty: 4251.553711
	Iteration 14Q: 3 clusters Score -864869.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -864945.562500 Penalty: 4251.553711
	Iteration 15Q: 3 clusters Score -864945.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -865030.812500 Penalty: 4251.553711
	Iteration 16Q: 3 clusters Score -865030.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -865103.500000 Penalty: 4251.553711
	Iteration 17Q: 3 clusters Score -865103.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -865183.937500 Penalty: 4251.553711
	Iteration 18Q: 3 clusters Score -865183.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -865258.937500 Penalty: 4251.553711
	Iteration 19Q: 3 clusters Score -865258.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -865317.687500 Penalty: 4251.553711
	Iteration 20F: 3 clusters Score -865317.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -865376.812500 Penalty: 4251.553711
	Iteration 21Q: 3 clusters Score -865376.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -865419.500000 Penalty: 4251.553711
	Iteration 22Q: 3 clusters Score -865419.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -865444.125000 Penalty: 4251.553711
	Iteration 23Q: 3 clusters Score -865444.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -865469.375000 Penalty: 4251.553711
	Iteration 24Q: 3 clusters Score -865469.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -865488.625000 Penalty: 4251.553711
	Iteration 25Q: 3 clusters Score -865488.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -865503.125000 Penalty: 4251.553711
	Iteration 26Q: 3 clusters Score -865503.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -865511.625000 Penalty: 4251.553711
	Iteration 27Q: 3 clusters Score -865511.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -865522.750000 Penalty: 4251.553711
	Iteration 28Q: 3 clusters Score -865522.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -865528.687500 Penalty: 4251.553711
	Iteration 29Q: 3 clusters Score -865528.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -865532.500000 Penalty: 4251.553711
	Iteration 30Q: 3 clusters Score -865532.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -865537.750000 Penalty: 4251.553711
	Iteration 31Q: 3 clusters Score -865537.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -865545.875000 Penalty: 4251.553711
	Iteration 32Q: 3 clusters Score -865545.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -865554.437500 Penalty: 4251.553711
	Iteration 33Q: 3 clusters Score -865554.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -865561.500000 Penalty: 4251.553711
	Iteration 34Q: 3 clusters Score -865561.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -865569.250000 Penalty: 4251.553711
	Iteration 35Q: 3 clusters Score -865569.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -865578.312500 Penalty: 4251.553711
	Iteration 36Q: 3 clusters Score -865578.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -865585.625000 Penalty: 4251.553711
	Iteration 37Q: 3 clusters Score -865585.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -865594.250000 Penalty: 4251.553711
	Iteration 38Q: 3 clusters Score -865594.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -865602.062500 Penalty: 4251.553711
	Iteration 39Q: 3 clusters Score -865602.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -865612.125000 Penalty: 4251.553711
	Iteration 40F: 3 clusters Score -865612.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -865621.500000 Penalty: 4251.553711
	Iteration 41Q: 3 clusters Score -865621.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -865629.000000 Penalty: 4251.553711
	Iteration 42Q: 3 clusters Score -865629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -865637.187500 Penalty: 4251.553711
	Iteration 43Q: 3 clusters Score -865637.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -865647.937500 Penalty: 4251.553711
	Iteration 44Q: 3 clusters Score -865647.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -865655.375000 Penalty: 4251.553711
	Iteration 45Q: 3 clusters Score -865655.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -865661.375000 Penalty: 4251.553711
	Iteration 46Q: 3 clusters Score -865661.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -865671.250000 Penalty: 4251.553711
	Iteration 47Q: 3 clusters Score -865671.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -865679.187500 Penalty: 4251.553711
	Iteration 48Q: 3 clusters Score -865679.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -865686.125000 Penalty: 4251.553711
	Iteration 49Q: 3 clusters Score -865686.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -865688.812500 Penalty: 4251.553711
	Iteration 50Q: 3 clusters Score -865688.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -865692.750000 Penalty: 4251.553711
	Iteration 51Q: 3 clusters Score -865692.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -865695.125000 Penalty: 4251.553711
	Iteration 52Q: 3 clusters Score -865695.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -865697.062500 Penalty: 4251.553711
	Iteration 53Q: 3 clusters Score -865697.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -865697.875000 Penalty: 4251.553711
	Iteration 54Q: 3 clusters Score -865697.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -865701.625000 Penalty: 4251.553711
	Iteration 55Q: 3 clusters Score -865701.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -865702.125000 Penalty: 4251.553711
	Iteration 56Q: 3 clusters Score -865702.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -865703.812500 Penalty: 4251.553711
	Iteration 57Q: 3 clusters Score -865703.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -865707.062500 Penalty: 4251.553711
	Iteration 58Q: 3 clusters Score -865707.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -865708.750000 Penalty: 4251.553711
	Iteration 59Q: 3 clusters Score -865708.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -865711.187500 Penalty: 4251.553711
	Iteration 60F: 3 clusters Score -865711.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -865714.437500 Penalty: 4251.553711
	Iteration 61Q: 3 clusters Score -865714.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -865714.187500 Penalty: 4251.553711
	Iteration 62Q: 3 clusters Score -865714.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -865715.000000 Penalty: 4251.553711
	Iteration 63Q: 3 clusters Score -865715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -865716.750000 Penalty: 4251.553711
	Iteration 64Q: 3 clusters Score -865716.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -865720.375000 Penalty: 4251.553711
	Iteration 65Q: 3 clusters Score -865720.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -865721.062500 Penalty: 4251.553711
	Iteration 66Q: 3 clusters Score -865721.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -865723.562500 Penalty: 4251.553711
	Iteration 67Q: 3 clusters Score -865723.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -865724.750000 Penalty: 4251.553711
	Iteration 68Q: 3 clusters Score -865724.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -865727.625000 Penalty: 4251.553711
	Iteration 69Q: 3 clusters Score -865727.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -865729.000000 Penalty: 4251.553711
	Iteration 70Q: 3 clusters Score -865729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -865729.937500 Penalty: 4251.553711
	Iteration 71Q: 3 clusters Score -865729.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -865728.250000 Penalty: 4251.553711
	Iteration 72Q: 3 clusters Score -865728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -865728.687500 Penalty: 4251.553711
	Iteration 73Q: 3 clusters Score -865728.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -865731.625000 Penalty: 4251.553711
	Iteration 74Q: 3 clusters Score -865731.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -865734.000000 Penalty: 4251.553711
	Iteration 75Q: 3 clusters Score -865734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -865735.312500 Penalty: 4251.553711
	Iteration 76Q: 3 clusters Score -865735.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -865735.562500 Penalty: 4251.553711
	Iteration 77Q: 3 clusters Score -865735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -865735.875000 Penalty: 4251.553711
	Iteration 78Q: 3 clusters Score -865735.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -865735.250000 Penalty: 4251.553711
	Iteration 79Q: 3 clusters Score -865735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -865736.000000 Penalty: 4251.553711
	Iteration 80F: 3 clusters Score -865736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -865738.062500 Penalty: 4251.553711
	Iteration 81Q: 3 clusters Score -865738.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -865737.125000 Penalty: 4251.553711
	Iteration 82Q: 3 clusters Score -865737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -865737.812500 Penalty: 4251.553711
	Iteration 83Q: 3 clusters Score -865737.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -865739.062500 Penalty: 4251.553711
	Iteration 84Q: 3 clusters Score -865739.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -865740.187500 Penalty: 4251.553711
	Iteration 85Q: 3 clusters Score -865740.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -865741.062500 Penalty: 4251.553711
	Iteration 86Q: 3 clusters Score -865741.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -865743.125000 Penalty: 4251.553711
	Iteration 87Q: 3 clusters Score -865743.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -865742.875000 Penalty: 4251.553711
	Iteration 88Q: 3 clusters Score -865742.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -865742.875000 Penalty: 4251.553711
	Iteration 89F: 3 clusters Score -865742.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (53027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53027 members 
Entering Unmasked Estep 
Score: -8866817.000000 Penalty: 2697.881836
	Iteration 0F: 2 clusters Score -8866817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -8831754.000000 Penalty: 5395.763672
	Iteration 0F: 3 clusters Score -8831754 nChanged 24463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -8845231.000000 Penalty: 5395.763672
	Iteration 1F: 3 clusters Score -8845231 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -8845935.000000 Penalty: 5395.763672
	Iteration 2Q: 3 clusters Score -8845935 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -8846669.000000 Penalty: 5395.763672
	Iteration 3Q: 3 clusters Score -8846669 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -8847638.000000 Penalty: 5395.763672
	Iteration 4Q: 3 clusters Score -8847638 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -8848874.000000 Penalty: 5395.763672
	Iteration 5Q: 3 clusters Score -8848874 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -8850377.000000 Penalty: 5395.763672
	Iteration 6F: 3 clusters Score -8850377 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -8852086.000000 Penalty: 5395.763672
	Iteration 7F: 3 clusters Score -8852086 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -8853851.000000 Penalty: 5395.763672
	Iteration 8F: 3 clusters Score -8853851 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -8855254.000000 Penalty: 5395.763672
	Iteration 9Q: 3 clusters Score -8855254 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -8856129.000000 Penalty: 5395.763672
	Iteration 10Q: 3 clusters Score -8856129 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -8856501.000000 Penalty: 5395.763672
	Iteration 11Q: 3 clusters Score -8856501 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -8856767.000000 Penalty: 5395.763672
	Iteration 12Q: 3 clusters Score -8856767 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -8856981.000000 Penalty: 5395.763672
	Iteration 13Q: 3 clusters Score -8856981 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -8857202.000000 Penalty: 5395.763672
	Iteration 14Q: 3 clusters Score -8857202 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -8857399.000000 Penalty: 5395.763672
	Iteration 15Q: 3 clusters Score -8857399 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -8857607.000000 Penalty: 5395.763672
	Iteration 16Q: 3 clusters Score -8857607 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -8857921.000000 Penalty: 5395.763672
	Iteration 17Q: 3 clusters Score -8857921 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -8858152.000000 Penalty: 5395.763672
	Iteration 18Q: 3 clusters Score -8858152 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -8858418.000000 Penalty: 5395.763672
	Iteration 19Q: 3 clusters Score -8858418 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -8858703.000000 Penalty: 5395.763672
	Iteration 20F: 3 clusters Score -8858703 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -8859075.000000 Penalty: 5395.763672
	Iteration 21Q: 3 clusters Score -8859075 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -8859367.000000 Penalty: 5395.763672
	Iteration 22Q: 3 clusters Score -8859367 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -8859715.000000 Penalty: 5395.763672
	Iteration 23Q: 3 clusters Score -8859715 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -8860098.000000 Penalty: 5395.763672
	Iteration 24Q: 3 clusters Score -8860098 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -8860505.000000 Penalty: 5395.763672
	Iteration 25Q: 3 clusters Score -8860505 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -8860926.000000 Penalty: 5395.763672
	Iteration 26Q: 3 clusters Score -8860926 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -8861365.000000 Penalty: 5395.763672
	Iteration 27Q: 3 clusters Score -8861365 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -8861829.000000 Penalty: 5395.763672
	Iteration 28Q: 3 clusters Score -8861829 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -8862256.000000 Penalty: 5395.763672
	Iteration 29Q: 3 clusters Score -8862256 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -8862679.000000 Penalty: 5395.763672
	Iteration 30Q: 3 clusters Score -8862679 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -8863054.000000 Penalty: 5395.763672
	Iteration 31Q: 3 clusters Score -8863054 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -8863362.000000 Penalty: 5395.763672
	Iteration 32Q: 3 clusters Score -8863362 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -8863588.000000 Penalty: 5395.763672
	Iteration 33Q: 3 clusters Score -8863588 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -8863808.000000 Penalty: 5395.763672
	Iteration 34Q: 3 clusters Score -8863808 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -8863935.000000 Penalty: 5395.763672
	Iteration 35Q: 3 clusters Score -8863935 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -8864082.000000 Penalty: 5395.763672
	Iteration 36Q: 3 clusters Score -8864082 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 52086 members 
Entering Unmasked Estep 
Score: -8864179.000000 Penalty: 5395.763672
	Iteration 37Q: 3 clusters Score -8864179 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -8864244.000000 Penalty: 5395.763672
	Iteration 38Q: 3 clusters Score -8864244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -8864305.000000 Penalty: 5395.763672
	Iteration 39Q: 3 clusters Score -8864305 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 52305 members 
Entering Unmasked Estep 
Score: -8864326.000000 Penalty: 5395.763672
	Iteration 40F: 3 clusters Score -8864326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 52344 members 
Entering Unmasked Estep 
Score: -8864350.000000 Penalty: 5395.763672
	Iteration 41Q: 3 clusters Score -8864350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -8864380.000000 Penalty: 5395.763672
	Iteration 42Q: 3 clusters Score -8864380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 52407 members 
Entering Unmasked Estep 
Score: -8864403.000000 Penalty: 5395.763672
	Iteration 43Q: 3 clusters Score -8864403 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 52430 members 
Entering Unmasked Estep 
Score: -8864431.000000 Penalty: 5395.763672
	Iteration 44Q: 3 clusters Score -8864431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 52454 members 
Entering Unmasked Estep 
Score: -8864433.000000 Penalty: 5395.763672
	Iteration 45Q: 3 clusters Score -8864433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -8864439.000000 Penalty: 5395.763672
	Iteration 46Q: 3 clusters Score -8864439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -8864448.000000 Penalty: 5395.763672
	Iteration 47Q: 3 clusters Score -8864448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -8864454.000000 Penalty: 5395.763672
	Iteration 48Q: 3 clusters Score -8864454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 52487 members 
Entering Unmasked Estep 
Score: -8864454.000000 Penalty: 5395.763672
	Iteration 49Q: 3 clusters Score -8864454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 52494 members 
Entering Unmasked Estep 
Score: -8864463.000000 Penalty: 5395.763672
	Iteration 50Q: 3 clusters Score -8864463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -8864466.000000 Penalty: 5395.763672
	Iteration 51Q: 3 clusters Score -8864466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -8864465.000000 Penalty: 5395.763672
	Iteration 52Q: 3 clusters Score -8864465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -8864464.000000 Penalty: 5395.763672
	Iteration 53Q: 3 clusters Score -8864464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -8864465.000000 Penalty: 5395.763672
	Iteration 54Q: 3 clusters Score -8864465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -8864475.000000 Penalty: 5395.763672
	Iteration 55Q: 3 clusters Score -8864475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -8864472.000000 Penalty: 5395.763672
	Iteration 56Q: 3 clusters Score -8864472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -8864477.000000 Penalty: 5395.763672
	Iteration 57Q: 3 clusters Score -8864477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -8864477.000000 Penalty: 5395.763672
	Iteration 58F: 3 clusters Score -8864477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Entering Unmasked Estep 
Score: -1858061.875000 Penalty: 2321.911377
	Iteration 0F: 2 clusters Score -1858062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1849361.500000 Penalty: 4643.822754
	Iteration 0F: 3 clusters Score -1849362 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1852317.125000 Penalty: 4643.822754
	Iteration 1F: 3 clusters Score -1852317 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1852989.250000 Penalty: 4643.822754
	Iteration 2F: 3 clusters Score -1852989 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1853624.625000 Penalty: 4643.822754
	Iteration 3F: 3 clusters Score -1853625 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1854160.000000 Penalty: 4643.822754
	Iteration 4F: 3 clusters Score -1854160 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1854600.250000 Penalty: 4643.822754
	Iteration 5F: 3 clusters Score -1854600 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1854927.500000 Penalty: 4643.822754
	Iteration 6Q: 3 clusters Score -1854928 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1855147.750000 Penalty: 4643.822754
	Iteration 7Q: 3 clusters Score -1855148 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1855298.500000 Penalty: 4643.822754
	Iteration 8Q: 3 clusters Score -1855298 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1855400.250000 Penalty: 4643.822754
	Iteration 9Q: 3 clusters Score -1855400 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1855470.125000 Penalty: 4643.822754
	Iteration 10Q: 3 clusters Score -1855470 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1855518.000000 Penalty: 4643.822754
	Iteration 11Q: 3 clusters Score -1855518 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1855548.125000 Penalty: 4643.822754
	Iteration 12Q: 3 clusters Score -1855548 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1855572.875000 Penalty: 4643.822754
	Iteration 13Q: 3 clusters Score -1855573 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1855605.250000 Penalty: 4643.822754
	Iteration 14Q: 3 clusters Score -1855605 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1855631.875000 Penalty: 4643.822754
	Iteration 15Q: 3 clusters Score -1855632 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1855665.875000 Penalty: 4643.822754
	Iteration 16Q: 3 clusters Score -1855666 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1855695.625000 Penalty: 4643.822754
	Iteration 17Q: 3 clusters Score -1855696 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1855727.125000 Penalty: 4643.822754
	Iteration 18Q: 3 clusters Score -1855727 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1855760.875000 Penalty: 4643.822754
	Iteration 19Q: 3 clusters Score -1855761 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1855789.250000 Penalty: 4643.822754
	Iteration 20F: 3 clusters Score -1855789 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1855817.625000 Penalty: 4643.822754
	Iteration 21Q: 3 clusters Score -1855818 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1855841.375000 Penalty: 4643.822754
	Iteration 22Q: 3 clusters Score -1855841 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1855866.625000 Penalty: 4643.822754
	Iteration 23Q: 3 clusters Score -1855867 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1855892.875000 Penalty: 4643.822754
	Iteration 24Q: 3 clusters Score -1855893 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1855920.875000 Penalty: 4643.822754
	Iteration 25Q: 3 clusters Score -1855921 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1855950.375000 Penalty: 4643.822754
	Iteration 26Q: 3 clusters Score -1855950 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1855971.000000 Penalty: 4643.822754
	Iteration 27Q: 3 clusters Score -1855971 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1856002.125000 Penalty: 4643.822754
	Iteration 28Q: 3 clusters Score -1856002 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1856029.750000 Penalty: 4643.822754
	Iteration 29Q: 3 clusters Score -1856030 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1856064.125000 Penalty: 4643.822754
	Iteration 30Q: 3 clusters Score -1856064 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1856098.250000 Penalty: 4643.822754
	Iteration 31Q: 3 clusters Score -1856098 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1856133.500000 Penalty: 4643.822754
	Iteration 32Q: 3 clusters Score -1856134 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1856162.750000 Penalty: 4643.822754
	Iteration 33Q: 3 clusters Score -1856163 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1856185.750000 Penalty: 4643.822754
	Iteration 34Q: 3 clusters Score -1856186 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1856196.375000 Penalty: 4643.822754
	Iteration 35Q: 3 clusters Score -1856196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1856208.000000 Penalty: 4643.822754
	Iteration 36Q: 3 clusters Score -1856208 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1856226.125000 Penalty: 4643.822754
	Iteration 37Q: 3 clusters Score -1856226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1856234.750000 Penalty: 4643.822754
	Iteration 38Q: 3 clusters Score -1856235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1856244.250000 Penalty: 4643.822754
	Iteration 39Q: 3 clusters Score -1856244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1856254.375000 Penalty: 4643.822754
	Iteration 40F: 3 clusters Score -1856254 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1856265.625000 Penalty: 4643.822754
	Iteration 41Q: 3 clusters Score -1856266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1856276.500000 Penalty: 4643.822754
	Iteration 42Q: 3 clusters Score -1856276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1856285.750000 Penalty: 4643.822754
	Iteration 43Q: 3 clusters Score -1856286 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1856297.750000 Penalty: 4643.822754
	Iteration 44Q: 3 clusters Score -1856298 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1856312.000000 Penalty: 4643.822754
	Iteration 45Q: 3 clusters Score -1856312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1856330.500000 Penalty: 4643.822754
	Iteration 46Q: 3 clusters Score -1856330 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1856341.250000 Penalty: 4643.822754
	Iteration 47Q: 3 clusters Score -1856341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1856354.875000 Penalty: 4643.822754
	Iteration 48Q: 3 clusters Score -1856355 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1856365.125000 Penalty: 4643.822754
	Iteration 49Q: 3 clusters Score -1856365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1856378.750000 Penalty: 4643.822754
	Iteration 50Q: 3 clusters Score -1856379 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1856394.500000 Penalty: 4643.822754
	Iteration 51Q: 3 clusters Score -1856394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1856411.125000 Penalty: 4643.822754
	Iteration 52Q: 3 clusters Score -1856411 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1856430.625000 Penalty: 4643.822754
	Iteration 53Q: 3 clusters Score -1856431 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1856444.500000 Penalty: 4643.822754
	Iteration 54Q: 3 clusters Score -1856444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1856461.875000 Penalty: 4643.822754
	Iteration 55Q: 3 clusters Score -1856462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1856477.375000 Penalty: 4643.822754
	Iteration 56Q: 3 clusters Score -1856477 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1856493.375000 Penalty: 4643.822754
	Iteration 57Q: 3 clusters Score -1856493 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1856503.750000 Penalty: 4643.822754
	Iteration 58Q: 3 clusters Score -1856504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1856508.125000 Penalty: 4643.822754
	Iteration 59Q: 3 clusters Score -1856508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1856510.375000 Penalty: 4643.822754
	Iteration 60F: 3 clusters Score -1856510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1856515.625000 Penalty: 4643.822754
	Iteration 61Q: 3 clusters Score -1856516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1856516.875000 Penalty: 4643.822754
	Iteration 62Q: 3 clusters Score -1856517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1856514.500000 Penalty: 4643.822754
	Iteration 63Q: 3 clusters Score -1856514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1856518.500000 Penalty: 4643.822754
	Iteration 64Q: 3 clusters Score -1856518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1856520.375000 Penalty: 4643.822754
	Iteration 65Q: 3 clusters Score -1856520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1856524.375000 Penalty: 4643.822754
	Iteration 66Q: 3 clusters Score -1856524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1856524.125000 Penalty: 4643.822754
	Iteration 67Q: 3 clusters Score -1856524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1856524.625000 Penalty: 4643.822754
	Iteration 68Q: 3 clusters Score -1856525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1856523.875000 Penalty: 4643.822754
	Iteration 69Q: 3 clusters Score -1856524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1856523.750000 Penalty: 4643.822754
	Iteration 70Q: 3 clusters Score -1856524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1856523.750000 Penalty: 4643.822754
	Iteration 71F: 3 clusters Score -1856524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Entering Unmasked Estep 
Score: -699720.937500 Penalty: 2081.348877
	Iteration 0F: 2 clusters Score -699720.9 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 2253 members 
Entering Unmasked Estep 
Score: -695547.500000 Penalty: 4162.697754
	Iteration 0F: 3 clusters Score -695547.5 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -696593.812500 Penalty: 4162.697754
	Iteration 1F: 3 clusters Score -696593.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -696905.312500 Penalty: 4162.697754
	Iteration 2F: 3 clusters Score -696905.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -697180.250000 Penalty: 4162.697754
	Iteration 3F: 3 clusters Score -697180.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -697411.687500 Penalty: 4162.697754
	Iteration 4F: 3 clusters Score -697411.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -697602.000000 Penalty: 4162.697754
	Iteration 5F: 3 clusters Score -697602 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -697770.062500 Penalty: 4162.697754
	Iteration 6Q: 3 clusters Score -697770.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -697908.187500 Penalty: 4162.697754
	Iteration 7Q: 3 clusters Score -697908.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -698035.375000 Penalty: 4162.697754
	Iteration 8Q: 3 clusters Score -698035.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -698182.500000 Penalty: 4162.697754
	Iteration 9Q: 3 clusters Score -698182.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -698349.375000 Penalty: 4162.697754
	Iteration 10Q: 3 clusters Score -698349.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -698519.812500 Penalty: 4162.697754
	Iteration 11Q: 3 clusters Score -698519.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -698646.687500 Penalty: 4162.697754
	Iteration 12Q: 3 clusters Score -698646.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -698738.125000 Penalty: 4162.697754
	Iteration 13Q: 3 clusters Score -698738.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -698818.687500 Penalty: 4162.697754
	Iteration 14Q: 3 clusters Score -698818.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -698883.000000 Penalty: 4162.697754
	Iteration 15Q: 3 clusters Score -698883 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -698935.250000 Penalty: 4162.697754
	Iteration 16Q: 3 clusters Score -698935.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -698980.750000 Penalty: 4162.697754
	Iteration 17Q: 3 clusters Score -698980.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -699035.187500 Penalty: 4162.697754
	Iteration 18Q: 3 clusters Score -699035.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -699094.437500 Penalty: 4162.697754
	Iteration 19Q: 3 clusters Score -699094.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -699140.812500 Penalty: 4162.697754
	Iteration 20F: 3 clusters Score -699140.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -699166.000000 Penalty: 4162.697754
	Iteration 21Q: 3 clusters Score -699166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -699191.875000 Penalty: 4162.697754
	Iteration 22Q: 3 clusters Score -699191.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -699212.812500 Penalty: 4162.697754
	Iteration 23Q: 3 clusters Score -699212.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -699232.687500 Penalty: 4162.697754
	Iteration 24Q: 3 clusters Score -699232.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -699241.937500 Penalty: 4162.697754
	Iteration 25Q: 3 clusters Score -699241.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -699244.875000 Penalty: 4162.697754
	Iteration 26Q: 3 clusters Score -699244.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -699245.937500 Penalty: 4162.697754
	Iteration 27Q: 3 clusters Score -699245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -699245.437500 Penalty: 4162.697754
	Iteration 28Q: 3 clusters Score -699245.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -699245.437500 Penalty: 4162.697754
	Iteration 29F: 3 clusters Score -699245.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -134987.109375 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -134987.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -133142.671875 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -133142.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -133428.203125 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -133428.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -133556.875000 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -133556.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -133631.562500 Penalty: 3356.602051
	Iteration 3Q: 3 clusters Score -133631.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -133719.937500 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -133719.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -133851.781250 Penalty: 3356.602051
	Iteration 5F: 3 clusters Score -133851.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -134079.171875 Penalty: 3356.602051
	Iteration 6F: 3 clusters Score -134079.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -134384.984375 Penalty: 3356.602051
	Iteration 7F: 3 clusters Score -134385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -134601.125000 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -134601.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -134846.015625 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -134846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -134919.718750 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -134919.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -134987.890625 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -134987.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -135081.781250 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -135081.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -135135.343750 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -135135.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -135158.515625 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -135158.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -135164.781250 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -135164.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -135172.796875 Penalty: 3356.602051
	Iteration 16Q: 3 clusters Score -135172.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -135179.015625 Penalty: 3356.602051
	Iteration 17Q: 3 clusters Score -135179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -135183.734375 Penalty: 3356.602051
	Iteration 18Q: 3 clusters Score -135183.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -135191.890625 Penalty: 3356.602051
	Iteration 19Q: 3 clusters Score -135191.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -135200.468750 Penalty: 3356.602051
	Iteration 20F: 3 clusters Score -135200.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -135226.921875 Penalty: 3356.602051
	Iteration 21Q: 3 clusters Score -135226.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -135255.593750 Penalty: 3356.602051
	Iteration 22Q: 3 clusters Score -135255.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -135263.281250 Penalty: 3356.602051
	Iteration 23Q: 3 clusters Score -135263.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -135265.890625 Penalty: 3356.602051
	Iteration 24Q: 3 clusters Score -135265.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -135265.890625 Penalty: 3356.602051
	Iteration 25F: 3 clusters Score -135265.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 34763 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60394 members 
Mstep: Class 5 contains 33633 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31173 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 33085 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62327 members 
Mstep: Class 18 contains 4866 members 
Mstep: Class 19 contains 13733 members 
Mstep: Class 20 contains 75277 members 
Mstep: Class 21 contains 17537 members 
Mstep: Class 22 contains 20302 members 
Mstep: Class 23 contains 5685 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12362 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11668 members 
Mstep: Class 32 contains 12222 members 
Mstep: Class 33 contains 5280 members 
Mstep: Class 34 contains 53027 members 
Mstep: Class 35 contains 11644 members 
Mstep: Class 36 contains 4414 members 
Mstep: Class 37 contains 381 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52631 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17591 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7468 members 
Mstep: Class 47 contains 16845 members 
Mstep: Class 48 contains 5803 members 
Mstep: Class 49 contains 1519 members 
Mstep: Class 50 contains 488 members 
Entering Unmasked Estep 
Score: -115054904.000000 Penalty: 166910.750000
Splitting cluster 37 changes total score from -115056128.000000 to -115054904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (2400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Entering Unmasked Estep 
Score: -396214.093750 Penalty: 1930.239624
	Iteration 0F: 2 clusters Score -396214.1 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 1240 members 
Entering Unmasked Estep 
Score: -393332.218750 Penalty: 3860.479248
	Iteration 0F: 3 clusters Score -393332.2 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -393911.156250 Penalty: 3860.479248
	Iteration 1F: 3 clusters Score -393911.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -394108.437500 Penalty: 3860.479248
	Iteration 2F: 3 clusters Score -394108.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -394280.843750 Penalty: 3860.479248
	Iteration 3F: 3 clusters Score -394280.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -394406.781250 Penalty: 3860.479248
	Iteration 4F: 3 clusters Score -394406.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -394478.312500 Penalty: 3860.479248
	Iteration 5Q: 3 clusters Score -394478.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -394554.031250 Penalty: 3860.479248
	Iteration 6Q: 3 clusters Score -394554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -394608.500000 Penalty: 3860.479248
	Iteration 7Q: 3 clusters Score -394608.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -394657.343750 Penalty: 3860.479248
	Iteration 8Q: 3 clusters Score -394657.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -394702.000000 Penalty: 3860.479248
	Iteration 9Q: 3 clusters Score -394702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -394734.093750 Penalty: 3860.479248
	Iteration 10Q: 3 clusters Score -394734.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -394772.625000 Penalty: 3860.479248
	Iteration 11Q: 3 clusters Score -394772.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -394805.406250 Penalty: 3860.479248
	Iteration 12Q: 3 clusters Score -394805.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -394830.687500 Penalty: 3860.479248
	Iteration 13Q: 3 clusters Score -394830.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -394864.531250 Penalty: 3860.479248
	Iteration 14Q: 3 clusters Score -394864.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -394895.968750 Penalty: 3860.479248
	Iteration 15Q: 3 clusters Score -394896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -394915.750000 Penalty: 3860.479248
	Iteration 16Q: 3 clusters Score -394915.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -394933.437500 Penalty: 3860.479248
	Iteration 17Q: 3 clusters Score -394933.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -394955.562500 Penalty: 3860.479248
	Iteration 18Q: 3 clusters Score -394955.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -394987.843750 Penalty: 3860.479248
	Iteration 19Q: 3 clusters Score -394987.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -395022.687500 Penalty: 3860.479248
	Iteration 20F: 3 clusters Score -395022.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -395068.687500 Penalty: 3860.479248
	Iteration 21Q: 3 clusters Score -395068.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -395158.562500 Penalty: 3860.479248
	Iteration 22Q: 3 clusters Score -395158.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -395355.031250 Penalty: 3860.479248
	Iteration 23Q: 3 clusters Score -395355 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -395583.031250 Penalty: 3860.479248
	Iteration 24Q: 3 clusters Score -395583 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -395673.781250 Penalty: 3860.479248
	Iteration 25Q: 3 clusters Score -395673.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -395695.250000 Penalty: 3860.479248
	Iteration 26Q: 3 clusters Score -395695.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -395702.187500 Penalty: 3860.479248
	Iteration 27Q: 3 clusters Score -395702.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -395702.437500 Penalty: 3860.479248
	Iteration 28Q: 3 clusters Score -395702.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -395702.437500 Penalty: 3860.479248
	Iteration 29F: 3 clusters Score -395702.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (52631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Entering Unmasked Estep 
Score: -8875452.000000 Penalty: 2696.022949
	Iteration 0F: 2 clusters Score -8875452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -8840421.000000 Penalty: 5392.045898
	Iteration 0F: 3 clusters Score -8840421 nChanged 24351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -8853913.000000 Penalty: 5392.045898
	Iteration 1F: 3 clusters Score -8853913 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -8854458.000000 Penalty: 5392.045898
	Iteration 2Q: 3 clusters Score -8854458 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -8855007.000000 Penalty: 5392.045898
	Iteration 3Q: 3 clusters Score -8855007 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -8855756.000000 Penalty: 5392.045898
	Iteration 4Q: 3 clusters Score -8855756 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -8856809.000000 Penalty: 5392.045898
	Iteration 5Q: 3 clusters Score -8856809 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -8858490.000000 Penalty: 5392.045898
	Iteration 6F: 3 clusters Score -8858490 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -8861011.000000 Penalty: 5392.045898
	Iteration 7F: 3 clusters Score -8861011 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -8864542.000000 Penalty: 5392.045898
	Iteration 8F: 3 clusters Score -8864542 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -8868163.000000 Penalty: 5392.045898
	Iteration 9F: 3 clusters Score -8868163 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -8870704.000000 Penalty: 5392.045898
	Iteration 10F: 3 clusters Score -8870704 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 50750 members 
Entering Unmasked Estep 
Score: -8872011.000000 Penalty: 5392.045898
	Iteration 11Q: 3 clusters Score -8872011 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -8872552.000000 Penalty: 5392.045898
	Iteration 12Q: 3 clusters Score -8872552 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -8872826.000000 Penalty: 5392.045898
	Iteration 13Q: 3 clusters Score -8872826 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -8872967.000000 Penalty: 5392.045898
	Iteration 14Q: 3 clusters Score -8872967 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -8873045.000000 Penalty: 5392.045898
	Iteration 15Q: 3 clusters Score -8873045 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -8873092.000000 Penalty: 5392.045898
	Iteration 16Q: 3 clusters Score -8873092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -8873115.000000 Penalty: 5392.045898
	Iteration 17Q: 3 clusters Score -8873115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -8873145.000000 Penalty: 5392.045898
	Iteration 18Q: 3 clusters Score -8873145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -8873137.000000 Penalty: 5392.045898
	Iteration 19Q: 3 clusters Score -8873137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -8873155.000000 Penalty: 5392.045898
	Iteration 20F: 3 clusters Score -8873155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -8873157.000000 Penalty: 5392.045898
	Iteration 21Q: 3 clusters Score -8873157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 52181 members 
Entering Unmasked Estep 
Score: -8873164.000000 Penalty: 5392.045898
	Iteration 22Q: 3 clusters Score -8873164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -8873166.000000 Penalty: 5392.045898
	Iteration 23Q: 3 clusters Score -8873166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -8873175.000000 Penalty: 5392.045898
	Iteration 24Q: 3 clusters Score -8873175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -8873172.000000 Penalty: 5392.045898
	Iteration 25Q: 3 clusters Score -8873172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -8873171.000000 Penalty: 5392.045898
	Iteration 26Q: 3 clusters Score -8873171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -8873181.000000 Penalty: 5392.045898
	Iteration 27Q: 3 clusters Score -8873181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -8873181.000000 Penalty: 5392.045898
	Iteration 28Q: 3 clusters Score -8873181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -8873171.000000 Penalty: 5392.045898
	Iteration 29Q: 3 clusters Score -8873171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -8873177.000000 Penalty: 5392.045898
	Iteration 30Q: 3 clusters Score -8873177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -8873179.000000 Penalty: 5392.045898
	Iteration 31Q: 3 clusters Score -8873179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -8873184.000000 Penalty: 5392.045898
	Iteration 32Q: 3 clusters Score -8873184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 52207 members 
Entering Unmasked Estep 
Score: -8873185.000000 Penalty: 5392.045898
	Iteration 33Q: 3 clusters Score -8873185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -8873184.000000 Penalty: 5392.045898
	Iteration 34Q: 3 clusters Score -8873184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -8873179.000000 Penalty: 5392.045898
	Iteration 35Q: 3 clusters Score -8873179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 52210 members 
Entering Unmasked Estep 
Score: -8873183.000000 Penalty: 5392.045898
	Iteration 36Q: 3 clusters Score -8873183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -8873185.000000 Penalty: 5392.045898
	Iteration 37Q: 3 clusters Score -8873185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -8873174.000000 Penalty: 5392.045898
	Iteration 38Q: 3 clusters Score -8873174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -8873178.000000 Penalty: 5392.045898
	Iteration 39Q: 3 clusters Score -8873178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -8873178.000000 Penalty: 5392.045898
	Iteration 40F: 3 clusters Score -8873178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -332222.187500 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -332222.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -329549.093750 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -329549.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -330026.906250 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -330026.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -330163.781250 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -330163.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -330252.718750 Penalty: 3772.768311
	Iteration 3Q: 3 clusters Score -330252.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -330328.468750 Penalty: 3772.768311
	Iteration 4Q: 3 clusters Score -330328.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -330389.906250 Penalty: 3772.768311
	Iteration 5Q: 3 clusters Score -330389.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -330442.187500 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -330442.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -330474.093750 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -330474.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -330509.343750 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -330509.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -330539.062500 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -330539.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -330555.187500 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -330555.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -330574.875000 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -330574.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -330586.437500 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -330586.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -330597.812500 Penalty: 3772.768311
	Iteration 13Q: 3 clusters Score -330597.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -330611.937500 Penalty: 3772.768311
	Iteration 14Q: 3 clusters Score -330611.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -330625.343750 Penalty: 3772.768311
	Iteration 15Q: 3 clusters Score -330625.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -330633.750000 Penalty: 3772.768311
	Iteration 16Q: 3 clusters Score -330633.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -330644.812500 Penalty: 3772.768311
	Iteration 17Q: 3 clusters Score -330644.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -330663.750000 Penalty: 3772.768311
	Iteration 18Q: 3 clusters Score -330663.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -330685.500000 Penalty: 3772.768311
	Iteration 19Q: 3 clusters Score -330685.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -330703.437500 Penalty: 3772.768311
	Iteration 20F: 3 clusters Score -330703.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -330723.281250 Penalty: 3772.768311
	Iteration 21Q: 3 clusters Score -330723.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -330745.718750 Penalty: 3772.768311
	Iteration 22Q: 3 clusters Score -330745.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -330757.312500 Penalty: 3772.768311
	Iteration 23Q: 3 clusters Score -330757.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -330771.031250 Penalty: 3772.768311
	Iteration 24Q: 3 clusters Score -330771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -330788.812500 Penalty: 3772.768311
	Iteration 25Q: 3 clusters Score -330788.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -330808.187500 Penalty: 3772.768311
	Iteration 26Q: 3 clusters Score -330808.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -330827.375000 Penalty: 3772.768311
	Iteration 27Q: 3 clusters Score -330827.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -330845.718750 Penalty: 3772.768311
	Iteration 28Q: 3 clusters Score -330845.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -330868.437500 Penalty: 3772.768311
	Iteration 29Q: 3 clusters Score -330868.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -330884.718750 Penalty: 3772.768311
	Iteration 30Q: 3 clusters Score -330884.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -330891.593750 Penalty: 3772.768311
	Iteration 31Q: 3 clusters Score -330891.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -330894.875000 Penalty: 3772.768311
	Iteration 32Q: 3 clusters Score -330894.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -330900.000000 Penalty: 3772.768311
	Iteration 33Q: 3 clusters Score -330900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -330905.187500 Penalty: 3772.768311
	Iteration 34Q: 3 clusters Score -330905.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -330908.187500 Penalty: 3772.768311
	Iteration 35Q: 3 clusters Score -330908.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -330908.812500 Penalty: 3772.768311
	Iteration 36Q: 3 clusters Score -330908.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -330909.000000 Penalty: 3772.768311
	Iteration 37Q: 3 clusters Score -330909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -330909.000000 Penalty: 3772.768311
	Iteration 38F: 3 clusters Score -330909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (17591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Entering Unmasked Estep 
Score: -3051762.750000 Penalty: 2424.235352
	Iteration 0F: 2 clusters Score -3051763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -3039285.250000 Penalty: 4848.470703
	Iteration 0F: 3 clusters Score -3039285 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -3043437.500000 Penalty: 4848.470703
	Iteration 1F: 3 clusters Score -3043438 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -3043793.250000 Penalty: 4848.470703
	Iteration 2F: 3 clusters Score -3043793 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -3044082.250000 Penalty: 4848.470703
	Iteration 3Q: 3 clusters Score -3044082 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3044319.000000 Penalty: 4848.470703
	Iteration 4Q: 3 clusters Score -3044319 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3044556.000000 Penalty: 4848.470703
	Iteration 5Q: 3 clusters Score -3044556 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -3044821.250000 Penalty: 4848.470703
	Iteration 6Q: 3 clusters Score -3044821 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -3045125.000000 Penalty: 4848.470703
	Iteration 7Q: 3 clusters Score -3045125 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3045488.750000 Penalty: 4848.470703
	Iteration 8Q: 3 clusters Score -3045489 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -3045889.000000 Penalty: 4848.470703
	Iteration 9Q: 3 clusters Score -3045889 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -3046384.500000 Penalty: 4848.470703
	Iteration 10Q: 3 clusters Score -3046384 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -3046952.000000 Penalty: 4848.470703
	Iteration 11Q: 3 clusters Score -3046952 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -3047496.500000 Penalty: 4848.470703
	Iteration 12Q: 3 clusters Score -3047496 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -3047888.000000 Penalty: 4848.470703
	Iteration 13Q: 3 clusters Score -3047888 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -3048147.750000 Penalty: 4848.470703
	Iteration 14Q: 3 clusters Score -3048148 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -3048306.000000 Penalty: 4848.470703
	Iteration 15Q: 3 clusters Score -3048306 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -3048442.250000 Penalty: 4848.470703
	Iteration 16Q: 3 clusters Score -3048442 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -3048539.500000 Penalty: 4848.470703
	Iteration 17Q: 3 clusters Score -3048540 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -3048621.750000 Penalty: 4848.470703
	Iteration 18Q: 3 clusters Score -3048622 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -3048674.000000 Penalty: 4848.470703
	Iteration 19Q: 3 clusters Score -3048674 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -3048712.500000 Penalty: 4848.470703
	Iteration 20F: 3 clusters Score -3048712 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -3048748.750000 Penalty: 4848.470703
	Iteration 21Q: 3 clusters Score -3048749 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -3048768.500000 Penalty: 4848.470703
	Iteration 22Q: 3 clusters Score -3048768 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -3048781.000000 Penalty: 4848.470703
	Iteration 23Q: 3 clusters Score -3048781 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -3048786.750000 Penalty: 4848.470703
	Iteration 24Q: 3 clusters Score -3048787 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -3048797.500000 Penalty: 4848.470703
	Iteration 25Q: 3 clusters Score -3048798 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -3048804.250000 Penalty: 4848.470703
	Iteration 26Q: 3 clusters Score -3048804 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -3048816.500000 Penalty: 4848.470703
	Iteration 27Q: 3 clusters Score -3048816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -3048827.250000 Penalty: 4848.470703
	Iteration 28Q: 3 clusters Score -3048827 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -3048837.500000 Penalty: 4848.470703
	Iteration 29Q: 3 clusters Score -3048838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3048842.000000 Penalty: 4848.470703
	Iteration 30Q: 3 clusters Score -3048842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3048856.750000 Penalty: 4848.470703
	Iteration 31Q: 3 clusters Score -3048857 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -3048857.250000 Penalty: 4848.470703
	Iteration 32Q: 3 clusters Score -3048857 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -3048876.500000 Penalty: 4848.470703
	Iteration 33Q: 3 clusters Score -3048876 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3048873.500000 Penalty: 4848.470703
	Iteration 34Q: 3 clusters Score -3048874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3048884.500000 Penalty: 4848.470703
	Iteration 35Q: 3 clusters Score -3048884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -3048879.750000 Penalty: 4848.470703
	Iteration 36Q: 3 clusters Score -3048880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -3048893.250000 Penalty: 4848.470703
	Iteration 37Q: 3 clusters Score -3048893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -3048892.750000 Penalty: 4848.470703
	Iteration 38Q: 3 clusters Score -3048893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3048895.250000 Penalty: 4848.470703
	Iteration 39Q: 3 clusters Score -3048895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3048888.750000 Penalty: 4848.470703
	Iteration 40F: 3 clusters Score -3048889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -3048887.500000 Penalty: 4848.470703
	Iteration 41Q: 3 clusters Score -3048888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -3048892.000000 Penalty: 4848.470703
	Iteration 42Q: 3 clusters Score -3048892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -3048896.750000 Penalty: 4848.470703
	Iteration 43Q: 3 clusters Score -3048897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -3048900.000000 Penalty: 4848.470703
	Iteration 44Q: 3 clusters Score -3048900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -3048900.750000 Penalty: 4848.470703
	Iteration 45Q: 3 clusters Score -3048901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -3048900.750000 Penalty: 4848.470703
	Iteration 46F: 3 clusters Score -3048901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Entering Unmasked Estep 
Score: -223527.015625 Penalty: 1791.738892
	Iteration 0F: 2 clusters Score -223527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -221330.140625 Penalty: 3583.477783
	Iteration 0F: 3 clusters Score -221330.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -221691.484375 Penalty: 3583.477783
	Iteration 1F: 3 clusters Score -221691.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -221788.562500 Penalty: 3583.477783
	Iteration 2F: 3 clusters Score -221788.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -221832.718750 Penalty: 3583.477783
	Iteration 3Q: 3 clusters Score -221832.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -221858.609375 Penalty: 3583.477783
	Iteration 4Q: 3 clusters Score -221858.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -221885.906250 Penalty: 3583.477783
	Iteration 5Q: 3 clusters Score -221885.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -221915.015625 Penalty: 3583.477783
	Iteration 6Q: 3 clusters Score -221915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -221935.312500 Penalty: 3583.477783
	Iteration 7Q: 3 clusters Score -221935.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -221948.828125 Penalty: 3583.477783
	Iteration 8Q: 3 clusters Score -221948.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -221961.546875 Penalty: 3583.477783
	Iteration 9Q: 3 clusters Score -221961.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -221975.140625 Penalty: 3583.477783
	Iteration 10Q: 3 clusters Score -221975.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -221994.656250 Penalty: 3583.477783
	Iteration 11Q: 3 clusters Score -221994.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -222031.937500 Penalty: 3583.477783
	Iteration 12Q: 3 clusters Score -222031.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -222068.781250 Penalty: 3583.477783
	Iteration 13Q: 3 clusters Score -222068.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -222094.500000 Penalty: 3583.477783
	Iteration 14Q: 3 clusters Score -222094.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -222112.578125 Penalty: 3583.477783
	Iteration 15Q: 3 clusters Score -222112.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -222131.062500 Penalty: 3583.477783
	Iteration 16Q: 3 clusters Score -222131.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -222144.078125 Penalty: 3583.477783
	Iteration 17Q: 3 clusters Score -222144.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -222153.828125 Penalty: 3583.477783
	Iteration 18Q: 3 clusters Score -222153.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -222162.875000 Penalty: 3583.477783
	Iteration 19Q: 3 clusters Score -222162.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -222167.171875 Penalty: 3583.477783
	Iteration 20F: 3 clusters Score -222167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -222172.140625 Penalty: 3583.477783
	Iteration 21Q: 3 clusters Score -222172.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -222182.250000 Penalty: 3583.477783
	Iteration 22Q: 3 clusters Score -222182.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -222191.812500 Penalty: 3583.477783
	Iteration 23Q: 3 clusters Score -222191.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -222204.765625 Penalty: 3583.477783
	Iteration 24Q: 3 clusters Score -222204.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -222213.062500 Penalty: 3583.477783
	Iteration 25Q: 3 clusters Score -222213.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -222218.500000 Penalty: 3583.477783
	Iteration 26Q: 3 clusters Score -222218.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -222221.796875 Penalty: 3583.477783
	Iteration 27Q: 3 clusters Score -222221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -222225.093750 Penalty: 3583.477783
	Iteration 28Q: 3 clusters Score -222225.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -222229.359375 Penalty: 3583.477783
	Iteration 29Q: 3 clusters Score -222229.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -222231.125000 Penalty: 3583.477783
	Iteration 30Q: 3 clusters Score -222231.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -222233.203125 Penalty: 3583.477783
	Iteration 31Q: 3 clusters Score -222233.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -222238.703125 Penalty: 3583.477783
	Iteration 32Q: 3 clusters Score -222238.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -222243.171875 Penalty: 3583.477783
	Iteration 33Q: 3 clusters Score -222243.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -222244.875000 Penalty: 3583.477783
	Iteration 34Q: 3 clusters Score -222244.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -222247.953125 Penalty: 3583.477783
	Iteration 35Q: 3 clusters Score -222248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -222252.843750 Penalty: 3583.477783
	Iteration 36Q: 3 clusters Score -222252.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -222257.453125 Penalty: 3583.477783
	Iteration 37Q: 3 clusters Score -222257.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -222258.625000 Penalty: 3583.477783
	Iteration 38Q: 3 clusters Score -222258.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -222259.578125 Penalty: 3583.477783
	Iteration 39Q: 3 clusters Score -222259.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -222259.578125 Penalty: 3583.477783
	Iteration 40F: 3 clusters Score -222259.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -107021.359375 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -107021.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -105376.648438 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -105376.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -105637.093750 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -105637.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -105836.398438 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -105836.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -105963.562500 Penalty: 3256.371582
	Iteration 3Q: 3 clusters Score -105963.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -106058.281250 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -106058.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -106109.031250 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -106109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -106131.312500 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -106131.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -106144.125000 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -106144.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -106147.492188 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -106147.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -106149.421875 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -106149.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -106150.437500 Penalty: 3256.371582
	Iteration 10Q: 3 clusters Score -106150.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -106150.437500 Penalty: 3256.371582
	Iteration 11F: 3 clusters Score -106150.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -150151.171875 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -150151.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -148278.375000 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -148278.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -148540.250000 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -148540.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -148622.718750 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -148622.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -148658.093750 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -148658.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -148688.859375 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -148688.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -148701.468750 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -148701.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -148707.390625 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -148707.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -148718.656250 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -148718.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -148722.890625 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -148722.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -148726.390625 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -148726.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -148728.109375 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -148728.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -148728.109375 Penalty: 3376.735596
	Iteration 11F: 3 clusters Score -148728.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -74733.492188 Penalty: 1545.647095
	Iteration 0F: 2 clusters Score -74733.49 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 255 members 
Entering Unmasked Estep 
Score: -73262.734375 Penalty: 3091.294189
	Iteration 0F: 3 clusters Score -73262.73 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -73497.968750 Penalty: 3091.294189
	Iteration 1F: 3 clusters Score -73497.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -73588.726562 Penalty: 3091.294189
	Iteration 2F: 3 clusters Score -73588.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -73670.093750 Penalty: 3091.294189
	Iteration 3F: 3 clusters Score -73670.09 nChanged 26
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: -73750.375000 Penalty: 3091.294189
	Iteration 4F: 3 clusters Score -73750.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -73840.437500 Penalty: 3091.294189
	Iteration 5Q: 3 clusters Score -73840.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -73959.718750 Penalty: 3091.294189
	Iteration 6Q: 3 clusters Score -73959.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -74098.632812 Penalty: 3091.294189
	Iteration 7Q: 3 clusters Score -74098.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -74226.671875 Penalty: 3091.294189
	Iteration 8Q: 3 clusters Score -74226.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -74259.648438 Penalty: 3091.294189
	Iteration 9Q: 3 clusters Score -74259.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -74263.812500 Penalty: 3091.294189
	Iteration 10Q: 3 clusters Score -74263.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -74263.812500 Penalty: 3091.294189
	Iteration 11F: 3 clusters Score -74263.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Entering Unmasked Estep 
Score: -1253737.625000 Penalty: 2211.758789
	Iteration 0F: 2 clusters Score -1253738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1247734.500000 Penalty: 4423.517578
	Iteration 0F: 3 clusters Score -1247734 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1249761.250000 Penalty: 4423.517578
	Iteration 1F: 3 clusters Score -1249761 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1250245.375000 Penalty: 4423.517578
	Iteration 2F: 3 clusters Score -1250245 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1250630.375000 Penalty: 4423.517578
	Iteration 3F: 3 clusters Score -1250630 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1250944.750000 Penalty: 4423.517578
	Iteration 4F: 3 clusters Score -1250945 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1251179.750000 Penalty: 4423.517578
	Iteration 5Q: 3 clusters Score -1251180 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1251364.875000 Penalty: 4423.517578
	Iteration 6Q: 3 clusters Score -1251365 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1251499.125000 Penalty: 4423.517578
	Iteration 7Q: 3 clusters Score -1251499 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1251612.500000 Penalty: 4423.517578
	Iteration 8Q: 3 clusters Score -1251612 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1251712.750000 Penalty: 4423.517578
	Iteration 9Q: 3 clusters Score -1251713 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1251800.000000 Penalty: 4423.517578
	Iteration 10Q: 3 clusters Score -1251800 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1251882.125000 Penalty: 4423.517578
	Iteration 11Q: 3 clusters Score -1251882 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1251938.875000 Penalty: 4423.517578
	Iteration 12Q: 3 clusters Score -1251939 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1252000.000000 Penalty: 4423.517578
	Iteration 13Q: 3 clusters Score -1252000 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1252053.500000 Penalty: 4423.517578
	Iteration 14Q: 3 clusters Score -1252054 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1252087.750000 Penalty: 4423.517578
	Iteration 15Q: 3 clusters Score -1252088 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1252110.375000 Penalty: 4423.517578
	Iteration 16Q: 3 clusters Score -1252110 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1252128.500000 Penalty: 4423.517578
	Iteration 17Q: 3 clusters Score -1252128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1252140.125000 Penalty: 4423.517578
	Iteration 18Q: 3 clusters Score -1252140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1252151.375000 Penalty: 4423.517578
	Iteration 19Q: 3 clusters Score -1252151 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1252158.375000 Penalty: 4423.517578
	Iteration 20F: 3 clusters Score -1252158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1252166.375000 Penalty: 4423.517578
	Iteration 21Q: 3 clusters Score -1252166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1252174.875000 Penalty: 4423.517578
	Iteration 22Q: 3 clusters Score -1252175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1252182.250000 Penalty: 4423.517578
	Iteration 23Q: 3 clusters Score -1252182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1252185.625000 Penalty: 4423.517578
	Iteration 24Q: 3 clusters Score -1252186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1252194.875000 Penalty: 4423.517578
	Iteration 25Q: 3 clusters Score -1252195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1252196.750000 Penalty: 4423.517578
	Iteration 26Q: 3 clusters Score -1252197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1252201.000000 Penalty: 4423.517578
	Iteration 27Q: 3 clusters Score -1252201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1252202.125000 Penalty: 4423.517578
	Iteration 28Q: 3 clusters Score -1252202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1252201.875000 Penalty: 4423.517578
	Iteration 29Q: 3 clusters Score -1252202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1252204.625000 Penalty: 4423.517578
	Iteration 30Q: 3 clusters Score -1252205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1252203.375000 Penalty: 4423.517578
	Iteration 31Q: 3 clusters Score -1252203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1252204.625000 Penalty: 4423.517578
	Iteration 32Q: 3 clusters Score -1252205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1252203.625000 Penalty: 4423.517578
	Iteration 33Q: 3 clusters Score -1252204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1252205.375000 Penalty: 4423.517578
	Iteration 34Q: 3 clusters Score -1252205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1252203.125000 Penalty: 4423.517578
	Iteration 35Q: 3 clusters Score -1252203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1252206.500000 Penalty: 4423.517578
	Iteration 36Q: 3 clusters Score -1252206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1252208.750000 Penalty: 4423.517578
	Iteration 37Q: 3 clusters Score -1252209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1252207.250000 Penalty: 4423.517578
	Iteration 38Q: 3 clusters Score -1252207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1252207.250000 Penalty: 4423.517578
	Iteration 39F: 3 clusters Score -1252207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (16845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Entering Unmasked Estep 
Score: -2860711.750000 Penalty: 2413.488770
	Iteration 0F: 2 clusters Score -2860712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2848703.750000 Penalty: 4826.977539
	Iteration 0F: 3 clusters Score -2848704 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2852873.000000 Penalty: 4826.977539
	Iteration 1F: 3 clusters Score -2852873 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2853387.000000 Penalty: 4826.977539
	Iteration 2F: 3 clusters Score -2853387 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2853931.000000 Penalty: 4826.977539
	Iteration 3F: 3 clusters Score -2853931 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2854518.250000 Penalty: 4826.977539
	Iteration 4F: 3 clusters Score -2854518 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2855191.000000 Penalty: 4826.977539
	Iteration 5F: 3 clusters Score -2855191 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2855976.750000 Penalty: 4826.977539
	Iteration 6F: 3 clusters Score -2855977 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2857008.000000 Penalty: 4826.977539
	Iteration 7F: 3 clusters Score -2857008 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2857968.750000 Penalty: 4826.977539
	Iteration 8F: 3 clusters Score -2857969 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2858607.750000 Penalty: 4826.977539
	Iteration 9Q: 3 clusters Score -2858608 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2859072.500000 Penalty: 4826.977539
	Iteration 10Q: 3 clusters Score -2859072 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2859399.250000 Penalty: 4826.977539
	Iteration 11Q: 3 clusters Score -2859399 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2859619.500000 Penalty: 4826.977539
	Iteration 12Q: 3 clusters Score -2859620 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2859742.250000 Penalty: 4826.977539
	Iteration 13Q: 3 clusters Score -2859742 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2859791.750000 Penalty: 4826.977539
	Iteration 14Q: 3 clusters Score -2859792 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2859809.000000 Penalty: 4826.977539
	Iteration 15Q: 3 clusters Score -2859809 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2859831.000000 Penalty: 4826.977539
	Iteration 16Q: 3 clusters Score -2859831 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2859835.500000 Penalty: 4826.977539
	Iteration 17Q: 3 clusters Score -2859836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2859839.750000 Penalty: 4826.977539
	Iteration 18Q: 3 clusters Score -2859840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2859841.500000 Penalty: 4826.977539
	Iteration 19Q: 3 clusters Score -2859842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2859841.500000 Penalty: 4826.977539
	Iteration 20F: 3 clusters Score -2859842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2859840.750000 Penalty: 4826.977539
	Iteration 21Q: 3 clusters Score -2859841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2859844.500000 Penalty: 4826.977539
	Iteration 22Q: 3 clusters Score -2859844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2859846.250000 Penalty: 4826.977539
	Iteration 23Q: 3 clusters Score -2859846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2859849.250000 Penalty: 4826.977539
	Iteration 24Q: 3 clusters Score -2859849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2859847.750000 Penalty: 4826.977539
	Iteration 25Q: 3 clusters Score -2859848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2859847.750000 Penalty: 4826.977539
	Iteration 26Q: 3 clusters Score -2859848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2859847.500000 Penalty: 4826.977539
	Iteration 27Q: 3 clusters Score -2859848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2859847.500000 Penalty: 4826.977539
	Iteration 28F: 3 clusters Score -2859848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Entering Unmasked Estep 
Score: -1024120.500000 Penalty: 2149.200195
	Iteration 0F: 2 clusters Score -1024120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1019101.812500 Penalty: 4298.400391
	Iteration 0F: 3 clusters Score -1019102 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1020261.000000 Penalty: 4298.400391
	Iteration 1F: 3 clusters Score -1020261 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1020461.937500 Penalty: 4298.400391
	Iteration 2F: 3 clusters Score -1020462 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1020580.562500 Penalty: 4298.400391
	Iteration 3Q: 3 clusters Score -1020581 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1020672.375000 Penalty: 4298.400391
	Iteration 4Q: 3 clusters Score -1020672 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1020731.750000 Penalty: 4298.400391
	Iteration 5Q: 3 clusters Score -1020732 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1020776.000000 Penalty: 4298.400391
	Iteration 6Q: 3 clusters Score -1020776 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1020816.000000 Penalty: 4298.400391
	Iteration 7Q: 3 clusters Score -1020816 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1020848.625000 Penalty: 4298.400391
	Iteration 8Q: 3 clusters Score -1020849 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1020871.625000 Penalty: 4298.400391
	Iteration 9Q: 3 clusters Score -1020872 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1020888.937500 Penalty: 4298.400391
	Iteration 10Q: 3 clusters Score -1020889 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1020909.875000 Penalty: 4298.400391
	Iteration 11Q: 3 clusters Score -1020910 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1020936.187500 Penalty: 4298.400391
	Iteration 12Q: 3 clusters Score -1020936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1020959.375000 Penalty: 4298.400391
	Iteration 13Q: 3 clusters Score -1020959 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1020983.187500 Penalty: 4298.400391
	Iteration 14Q: 3 clusters Score -1020983 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1021004.687500 Penalty: 4298.400391
	Iteration 15Q: 3 clusters Score -1021005 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1021029.375000 Penalty: 4298.400391
	Iteration 16Q: 3 clusters Score -1021029 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1021062.437500 Penalty: 4298.400391
	Iteration 17Q: 3 clusters Score -1021062 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1021104.250000 Penalty: 4298.400391
	Iteration 18Q: 3 clusters Score -1021104 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1021153.812500 Penalty: 4298.400391
	Iteration 19Q: 3 clusters Score -1021154 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1021226.750000 Penalty: 4298.400391
	Iteration 20F: 3 clusters Score -1021227 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1021308.312500 Penalty: 4298.400391
	Iteration 21Q: 3 clusters Score -1021308 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1021409.875000 Penalty: 4298.400391
	Iteration 22Q: 3 clusters Score -1021410 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1021517.437500 Penalty: 4298.400391
	Iteration 23Q: 3 clusters Score -1021517 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1021606.187500 Penalty: 4298.400391
	Iteration 24Q: 3 clusters Score -1021606 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1021708.312500 Penalty: 4298.400391
	Iteration 25Q: 3 clusters Score -1021708 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1021796.687500 Penalty: 4298.400391
	Iteration 26Q: 3 clusters Score -1021797 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1021871.812500 Penalty: 4298.400391
	Iteration 27Q: 3 clusters Score -1021872 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1021934.500000 Penalty: 4298.400391
	Iteration 28Q: 3 clusters Score -1021934 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1021973.562500 Penalty: 4298.400391
	Iteration 29Q: 3 clusters Score -1021974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1022006.312500 Penalty: 4298.400391
	Iteration 30Q: 3 clusters Score -1022006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1022037.562500 Penalty: 4298.400391
	Iteration 31Q: 3 clusters Score -1022038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1022062.750000 Penalty: 4298.400391
	Iteration 32Q: 3 clusters Score -1022063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1022084.000000 Penalty: 4298.400391
	Iteration 33Q: 3 clusters Score -1022084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1022098.250000 Penalty: 4298.400391
	Iteration 34Q: 3 clusters Score -1022098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1022113.750000 Penalty: 4298.400391
	Iteration 35Q: 3 clusters Score -1022114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1022118.500000 Penalty: 4298.400391
	Iteration 36Q: 3 clusters Score -1022118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1022124.375000 Penalty: 4298.400391
	Iteration 37Q: 3 clusters Score -1022124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1022127.562500 Penalty: 4298.400391
	Iteration 38Q: 3 clusters Score -1022128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1022133.125000 Penalty: 4298.400391
	Iteration 39Q: 3 clusters Score -1022133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1022139.750000 Penalty: 4298.400391
	Iteration 40F: 3 clusters Score -1022140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1022147.750000 Penalty: 4298.400391
	Iteration 41Q: 3 clusters Score -1022148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1022154.500000 Penalty: 4298.400391
	Iteration 42Q: 3 clusters Score -1022154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1022158.750000 Penalty: 4298.400391
	Iteration 43Q: 3 clusters Score -1022159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1022163.500000 Penalty: 4298.400391
	Iteration 44Q: 3 clusters Score -1022164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1022164.062500 Penalty: 4298.400391
	Iteration 45Q: 3 clusters Score -1022164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1022164.062500 Penalty: 4298.400391
	Iteration 46F: 3 clusters Score -1022164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Entering Unmasked Estep 
Score: -251966.515625 Penalty: 1816.800293
	Iteration 0F: 2 clusters Score -251966.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -249711.484375 Penalty: 3633.600586
	Iteration 0F: 3 clusters Score -249711.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -250093.203125 Penalty: 3633.600586
	Iteration 1F: 3 clusters Score -250093.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -250213.453125 Penalty: 3633.600586
	Iteration 2F: 3 clusters Score -250213.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -250283.312500 Penalty: 3633.600586
	Iteration 3Q: 3 clusters Score -250283.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -250310.859375 Penalty: 3633.600586
	Iteration 4Q: 3 clusters Score -250310.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -250326.671875 Penalty: 3633.600586
	Iteration 5Q: 3 clusters Score -250326.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -250338.187500 Penalty: 3633.600586
	Iteration 6Q: 3 clusters Score -250338.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -250352.281250 Penalty: 3633.600586
	Iteration 7Q: 3 clusters Score -250352.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -250362.656250 Penalty: 3633.600586
	Iteration 8Q: 3 clusters Score -250362.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -250368.796875 Penalty: 3633.600586
	Iteration 9Q: 3 clusters Score -250368.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -250375.250000 Penalty: 3633.600586
	Iteration 10Q: 3 clusters Score -250375.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -250378.468750 Penalty: 3633.600586
	Iteration 11Q: 3 clusters Score -250378.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -250379.875000 Penalty: 3633.600586
	Iteration 12Q: 3 clusters Score -250379.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -250381.250000 Penalty: 3633.600586
	Iteration 13Q: 3 clusters Score -250381.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -250382.312500 Penalty: 3633.600586
	Iteration 14Q: 3 clusters Score -250382.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -250384.093750 Penalty: 3633.600586
	Iteration 15Q: 3 clusters Score -250384.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -250390.375000 Penalty: 3633.600586
	Iteration 16Q: 3 clusters Score -250390.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -250394.750000 Penalty: 3633.600586
	Iteration 17Q: 3 clusters Score -250394.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -250397.562500 Penalty: 3633.600586
	Iteration 18Q: 3 clusters Score -250397.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -250401.968750 Penalty: 3633.600586
	Iteration 19Q: 3 clusters Score -250402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -250404.812500 Penalty: 3633.600586
	Iteration 20F: 3 clusters Score -250404.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -250410.656250 Penalty: 3633.600586
	Iteration 21Q: 3 clusters Score -250410.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -250413.765625 Penalty: 3633.600586
	Iteration 22Q: 3 clusters Score -250413.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -250414.937500 Penalty: 3633.600586
	Iteration 23Q: 3 clusters Score -250414.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -250415.640625 Penalty: 3633.600586
	Iteration 24Q: 3 clusters Score -250415.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -250417.203125 Penalty: 3633.600586
	Iteration 25Q: 3 clusters Score -250417.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -250417.109375 Penalty: 3633.600586
	Iteration 26Q: 3 clusters Score -250417.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -250417.937500 Penalty: 3633.600586
	Iteration 27Q: 3 clusters Score -250417.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -250417.937500 Penalty: 3633.600586
	Iteration 28F: 3 clusters Score -250417.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 34763 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60394 members 
Mstep: Class 5 contains 33633 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31173 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 33085 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62327 members 
Mstep: Class 18 contains 4866 members 
Mstep: Class 19 contains 13733 members 
Mstep: Class 20 contains 75277 members 
Mstep: Class 21 contains 17537 members 
Mstep: Class 22 contains 20302 members 
Mstep: Class 23 contains 5685 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12362 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11668 members 
Mstep: Class 32 contains 12222 members 
Mstep: Class 33 contains 5280 members 
Mstep: Class 34 contains 53027 members 
Mstep: Class 35 contains 11644 members 
Mstep: Class 36 contains 4414 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52631 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17591 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7468 members 
Mstep: Class 47 contains 16845 members 
Mstep: Class 48 contains 5803 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056296.000000 Penalty: 163572.531250
Iteration 319Q: 50 clusters Score -1.150563e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 34769 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60396 members 
Mstep: Class 5 contains 33630 members 
Mstep: Class 6 contains 5929 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31174 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 33091 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62319 members 
Mstep: Class 18 contains 4866 members 
Mstep: Class 19 contains 13733 members 
Mstep: Class 20 contains 75277 members 
Mstep: Class 21 contains 17538 members 
Mstep: Class 22 contains 20299 members 
Mstep: Class 23 contains 5688 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12362 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11666 members 
Mstep: Class 32 contains 12223 members 
Mstep: Class 33 contains 5284 members 
Mstep: Class 34 contains 53026 members 
Mstep: Class 35 contains 11642 members 
Mstep: Class 36 contains 4416 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52633 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17597 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7468 members 
Mstep: Class 47 contains 16845 members 
Mstep: Class 48 contains 5803 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056136.000000 Penalty: 163572.531250
Iteration 320F: 50 clusters Score -1.150561e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 34773 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60396 members 
Mstep: Class 5 contains 33626 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31175 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6623 members 
Mstep: Class 12 contains 33094 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62313 members 
Mstep: Class 18 contains 4867 members 
Mstep: Class 19 contains 13733 members 
Mstep: Class 20 contains 75274 members 
Mstep: Class 21 contains 17539 members 
Mstep: Class 22 contains 20302 members 
Mstep: Class 23 contains 5692 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12362 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11665 members 
Mstep: Class 32 contains 12224 members 
Mstep: Class 33 contains 5285 members 
Mstep: Class 34 contains 53021 members 
Mstep: Class 35 contains 11645 members 
Mstep: Class 36 contains 4415 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52631 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17603 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7469 members 
Mstep: Class 47 contains 16845 members 
Mstep: Class 48 contains 5804 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056296.000000 Penalty: 163572.531250
Iteration 321Q: 50 clusters Score -1.150563e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 34775 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60395 members 
Mstep: Class 5 contains 33622 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31175 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6621 members 
Mstep: Class 12 contains 33100 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62312 members 
Mstep: Class 18 contains 4867 members 
Mstep: Class 19 contains 13733 members 
Mstep: Class 20 contains 75274 members 
Mstep: Class 21 contains 17540 members 
Mstep: Class 22 contains 20299 members 
Mstep: Class 23 contains 5694 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12362 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6217 members 
Mstep: Class 31 contains 11662 members 
Mstep: Class 32 contains 12225 members 
Mstep: Class 33 contains 5286 members 
Mstep: Class 34 contains 53023 members 
Mstep: Class 35 contains 11647 members 
Mstep: Class 36 contains 4414 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52630 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17608 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7469 members 
Mstep: Class 47 contains 16843 members 
Mstep: Class 48 contains 5805 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056120.000000 Penalty: 163572.531250
Iteration 322Q: 50 clusters Score -1.150561e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 34781 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60399 members 
Mstep: Class 5 contains 33619 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31176 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6618 members 
Mstep: Class 12 contains 33103 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62307 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 13733 members 
Mstep: Class 20 contains 75273 members 
Mstep: Class 21 contains 17541 members 
Mstep: Class 22 contains 20301 members 
Mstep: Class 23 contains 5697 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12362 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6217 members 
Mstep: Class 31 contains 11662 members 
Mstep: Class 32 contains 12229 members 
Mstep: Class 33 contains 5287 members 
Mstep: Class 34 contains 53019 members 
Mstep: Class 35 contains 11649 members 
Mstep: Class 36 contains 4412 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52628 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17610 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7469 members 
Mstep: Class 47 contains 16842 members 
Mstep: Class 48 contains 5805 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056120.000000 Penalty: 163572.531250
Iteration 323Q: 50 clusters Score -1.150561e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 34780 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60404 members 
Mstep: Class 5 contains 33619 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31178 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6617 members 
Mstep: Class 12 contains 33107 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62308 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75278 members 
Mstep: Class 21 contains 17543 members 
Mstep: Class 22 contains 20303 members 
Mstep: Class 23 contains 5697 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6439 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12361 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6217 members 
Mstep: Class 31 contains 11660 members 
Mstep: Class 32 contains 12233 members 
Mstep: Class 33 contains 5288 members 
Mstep: Class 34 contains 53014 members 
Mstep: Class 35 contains 11651 members 
Mstep: Class 36 contains 4414 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52627 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17611 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7467 members 
Mstep: Class 47 contains 16839 members 
Mstep: Class 48 contains 5805 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056224.000000 Penalty: 163572.531250
Iteration 324Q: 50 clusters Score -1.150562e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 34778 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60404 members 
Mstep: Class 5 contains 33618 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31178 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6615 members 
Mstep: Class 12 contains 33113 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62306 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75277 members 
Mstep: Class 21 contains 17546 members 
Mstep: Class 22 contains 20302 members 
Mstep: Class 23 contains 5696 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6439 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12361 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6217 members 
Mstep: Class 31 contains 11660 members 
Mstep: Class 32 contains 12234 members 
Mstep: Class 33 contains 5289 members 
Mstep: Class 34 contains 53017 members 
Mstep: Class 35 contains 11648 members 
Mstep: Class 36 contains 4422 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52628 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17613 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7466 members 
Mstep: Class 47 contains 16836 members 
Mstep: Class 48 contains 5805 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056224.000000 Penalty: 163572.531250
Iteration 325Q: 50 clusters Score -1.150562e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 34780 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60406 members 
Mstep: Class 5 contains 33615 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31178 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6614 members 
Mstep: Class 12 contains 33115 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62306 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75274 members 
Mstep: Class 21 contains 17549 members 
Mstep: Class 22 contains 20297 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6438 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12361 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6217 members 
Mstep: Class 31 contains 11659 members 
Mstep: Class 32 contains 12237 members 
Mstep: Class 33 contains 5290 members 
Mstep: Class 34 contains 53018 members 
Mstep: Class 35 contains 11649 members 
Mstep: Class 36 contains 4420 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52629 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17615 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7465 members 
Mstep: Class 47 contains 16836 members 
Mstep: Class 48 contains 5807 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056168.000000 Penalty: 163572.531250
Iteration 326Q: 50 clusters Score -1.150562e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 34783 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60407 members 
Mstep: Class 5 contains 33613 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31179 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6614 members 
Mstep: Class 12 contains 33115 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62306 members 
Mstep: Class 18 contains 4867 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75273 members 
Mstep: Class 21 contains 17550 members 
Mstep: Class 22 contains 20295 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3543 members 
Mstep: Class 26 contains 6438 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12360 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11661 members 
Mstep: Class 32 contains 12238 members 
Mstep: Class 33 contains 5288 members 
Mstep: Class 34 contains 53017 members 
Mstep: Class 35 contains 11653 members 
Mstep: Class 36 contains 4421 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52629 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17616 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7465 members 
Mstep: Class 47 contains 16835 members 
Mstep: Class 48 contains 5809 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056152.000000 Penalty: 163572.531250
Iteration 327Q: 50 clusters Score -1.150562e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 34783 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60411 members 
Mstep: Class 5 contains 33613 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31179 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6614 members 
Mstep: Class 12 contains 33112 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62305 members 
Mstep: Class 18 contains 4867 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75272 members 
Mstep: Class 21 contains 17550 members 
Mstep: Class 22 contains 20293 members 
Mstep: Class 23 contains 5700 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3543 members 
Mstep: Class 26 contains 6438 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12360 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11662 members 
Mstep: Class 32 contains 12245 members 
Mstep: Class 33 contains 5289 members 
Mstep: Class 34 contains 53018 members 
Mstep: Class 35 contains 11654 members 
Mstep: Class 36 contains 4422 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52629 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17618 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7465 members 
Mstep: Class 47 contains 16833 members 
Mstep: Class 48 contains 5812 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056128.000000 Penalty: 163572.531250
Iteration 328Q: 50 clusters Score -1.150561e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 34788 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60416 members 
Mstep: Class 5 contains 33612 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31178 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6613 members 
Mstep: Class 12 contains 33112 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62300 members 
Mstep: Class 18 contains 4867 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75271 members 
Mstep: Class 21 contains 17551 members 
Mstep: Class 22 contains 20291 members 
Mstep: Class 23 contains 5701 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3543 members 
Mstep: Class 26 contains 6438 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12360 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11663 members 
Mstep: Class 32 contains 12253 members 
Mstep: Class 33 contains 5290 members 
Mstep: Class 34 contains 53017 members 
Mstep: Class 35 contains 11655 members 
Mstep: Class 36 contains 4419 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52628 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17621 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7465 members 
Mstep: Class 47 contains 16834 members 
Mstep: Class 48 contains 5814 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056112.000000 Penalty: 163572.531250
Iteration 329Q: 50 clusters Score -1.150561e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 34795 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60416 members 
Mstep: Class 5 contains 33612 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31177 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6611 members 
Mstep: Class 12 contains 33113 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62304 members 
Mstep: Class 18 contains 4866 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75270 members 
Mstep: Class 21 contains 17552 members 
Mstep: Class 22 contains 20289 members 
Mstep: Class 23 contains 5704 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3543 members 
Mstep: Class 26 contains 6438 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12358 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11663 members 
Mstep: Class 32 contains 12257 members 
Mstep: Class 33 contains 5290 members 
Mstep: Class 34 contains 53017 members 
Mstep: Class 35 contains 11657 members 
Mstep: Class 36 contains 4414 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52627 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17623 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7465 members 
Mstep: Class 47 contains 16833 members 
Mstep: Class 48 contains 5815 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056144.000000 Penalty: 163572.531250
Iteration 330Q: 50 clusters Score -1.150561e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 34798 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60419 members 
Mstep: Class 5 contains 33614 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31179 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6608 members 
Mstep: Class 12 contains 33114 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10348 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62301 members 
Mstep: Class 18 contains 4865 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75273 members 
Mstep: Class 21 contains 17554 members 
Mstep: Class 22 contains 20286 members 
Mstep: Class 23 contains 5707 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3543 members 
Mstep: Class 26 contains 6439 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12357 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6219 members 
Mstep: Class 31 contains 11663 members 
Mstep: Class 32 contains 12260 members 
Mstep: Class 33 contains 5293 members 
Mstep: Class 34 contains 53013 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 4412 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2400 members 
Mstep: Class 39 contains 52627 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17625 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7466 members 
Mstep: Class 47 contains 16828 members 
Mstep: Class 48 contains 5816 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056288.000000 Penalty: 163572.531250
Iteration 331Q: 50 clusters Score -1.150563e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 34801 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60422 members 
Mstep: Class 5 contains 33610 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31180 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6603 members 
Mstep: Class 12 contains 33120 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10348 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62300 members 
Mstep: Class 18 contains 4865 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75273 members 
Mstep: Class 21 contains 17557 members 
Mstep: Class 22 contains 20287 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3543 members 
Mstep: Class 26 contains 6439 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12356 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6219 members 
Mstep: Class 31 contains 11663 members 
Mstep: Class 32 contains 12262 members 
Mstep: Class 33 contains 5293 members 
Mstep: Class 34 contains 53013 members 
Mstep: Class 35 contains 11663 members 
Mstep: Class 36 contains 4407 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2401 members 
Mstep: Class 39 contains 52624 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17629 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7466 members 
Mstep: Class 47 contains 16822 members 
Mstep: Class 48 contains 5818 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056224.000000 Penalty: 163572.531250
Iteration 332Q: 50 clusters Score -1.150562e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 34800 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60425 members 
Mstep: Class 5 contains 33609 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31180 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6601 members 
Mstep: Class 12 contains 33125 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10348 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62302 members 
Mstep: Class 18 contains 4865 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75273 members 
Mstep: Class 21 contains 17559 members 
Mstep: Class 22 contains 20287 members 
Mstep: Class 23 contains 5713 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3543 members 
Mstep: Class 26 contains 6439 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12354 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6219 members 
Mstep: Class 31 contains 11658 members 
Mstep: Class 32 contains 12262 members 
Mstep: Class 33 contains 5292 members 
Mstep: Class 34 contains 53014 members 
Mstep: Class 35 contains 11665 members 
Mstep: Class 36 contains 4405 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52624 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17631 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7466 members 
Mstep: Class 47 contains 16823 members 
Mstep: Class 48 contains 5819 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056248.000000 Penalty: 163572.531250
Iteration 333Q: 50 clusters Score -1.150562e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 34799 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60423 members 
Mstep: Class 5 contains 33607 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31180 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6598 members 
Mstep: Class 12 contains 33129 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62306 members 
Mstep: Class 18 contains 4866 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75273 members 
Mstep: Class 21 contains 17559 members 
Mstep: Class 22 contains 20287 members 
Mstep: Class 23 contains 5714 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6439 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12354 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6219 members 
Mstep: Class 31 contains 11656 members 
Mstep: Class 32 contains 12267 members 
Mstep: Class 33 contains 5292 members 
Mstep: Class 34 contains 53015 members 
Mstep: Class 35 contains 11667 members 
Mstep: Class 36 contains 4404 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52624 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17633 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7466 members 
Mstep: Class 47 contains 16824 members 
Mstep: Class 48 contains 5820 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056208.000000 Penalty: 163572.531250
Iteration 334Q: 50 clusters Score -1.150562e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 34801 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60422 members 
Mstep: Class 5 contains 33603 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31180 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6596 members 
Mstep: Class 12 contains 33130 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62310 members 
Mstep: Class 18 contains 4865 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75274 members 
Mstep: Class 21 contains 17559 members 
Mstep: Class 22 contains 20287 members 
Mstep: Class 23 contains 5714 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6439 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12353 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6219 members 
Mstep: Class 31 contains 11656 members 
Mstep: Class 32 contains 12274 members 
Mstep: Class 33 contains 5293 members 
Mstep: Class 34 contains 53012 members 
Mstep: Class 35 contains 11672 members 
Mstep: Class 36 contains 4402 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52622 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17636 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7466 members 
Mstep: Class 47 contains 16824 members 
Mstep: Class 48 contains 5820 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056256.000000 Penalty: 163572.531250
Iteration 335Q: 50 clusters Score -1.150563e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 34803 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60440 members 
Mstep: Class 5 contains 33600 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31180 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6592 members 
Mstep: Class 12 contains 33132 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10346 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62289 members 
Mstep: Class 18 contains 4865 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75274 members 
Mstep: Class 21 contains 17559 members 
Mstep: Class 22 contains 20285 members 
Mstep: Class 23 contains 5714 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6439 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11660 members 
Mstep: Class 32 contains 12280 members 
Mstep: Class 33 contains 5298 members 
Mstep: Class 34 contains 53009 members 
Mstep: Class 35 contains 11673 members 
Mstep: Class 36 contains 4400 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52619 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17640 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7467 members 
Mstep: Class 47 contains 16824 members 
Mstep: Class 48 contains 5820 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056368.000000 Penalty: 163572.531250
Iteration 336Q: 50 clusters Score -1.150564e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 34803 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60457 members 
Mstep: Class 5 contains 33598 members 
Mstep: Class 6 contains 5938 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31179 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 33134 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62273 members 
Mstep: Class 18 contains 4867 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75273 members 
Mstep: Class 21 contains 17560 members 
Mstep: Class 22 contains 20284 members 
Mstep: Class 23 contains 5714 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6441 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 12281 members 
Mstep: Class 33 contains 5299 members 
Mstep: Class 34 contains 53008 members 
Mstep: Class 35 contains 11676 members 
Mstep: Class 36 contains 4400 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52619 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17641 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7467 members 
Mstep: Class 47 contains 16826 members 
Mstep: Class 48 contains 5820 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056352.000000 Penalty: 163572.531250
Iteration 337Q: 50 clusters Score -1.150564e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 34803 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60456 members 
Mstep: Class 5 contains 33596 members 
Mstep: Class 6 contains 5939 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31179 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 33139 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10343 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62272 members 
Mstep: Class 18 contains 4871 members 
Mstep: Class 19 contains 13732 members 
Mstep: Class 20 contains 75270 members 
Mstep: Class 21 contains 17559 members 
Mstep: Class 22 contains 20285 members 
Mstep: Class 23 contains 5714 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6441 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11665 members 
Mstep: Class 32 contains 12279 members 
Mstep: Class 33 contains 5301 members 
Mstep: Class 34 contains 53007 members 
Mstep: Class 35 contains 11678 members 
Mstep: Class 36 contains 4401 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52620 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17643 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7467 members 
Mstep: Class 47 contains 16828 members 
Mstep: Class 48 contains 5821 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056352.000000 Penalty: 163572.531250
Iteration 338Q: 50 clusters Score -1.150564e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 34803 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60454 members 
Mstep: Class 5 contains 33594 members 
Mstep: Class 6 contains 5940 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31181 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 33142 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10343 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62274 members 
Mstep: Class 18 contains 4873 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75267 members 
Mstep: Class 21 contains 17562 members 
Mstep: Class 22 contains 20285 members 
Mstep: Class 23 contains 5716 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6441 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 12282 members 
Mstep: Class 33 contains 5303 members 
Mstep: Class 34 contains 53001 members 
Mstep: Class 35 contains 11678 members 
Mstep: Class 36 contains 4399 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52620 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17644 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7467 members 
Mstep: Class 47 contains 16829 members 
Mstep: Class 48 contains 5821 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056272.000000 Penalty: 163572.531250
Iteration 339Q: 50 clusters Score -1.150563e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 34803 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60455 members 
Mstep: Class 5 contains 33588 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31183 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6583 members 
Mstep: Class 12 contains 33148 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10343 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62278 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75262 members 
Mstep: Class 21 contains 17564 members 
Mstep: Class 22 contains 20285 members 
Mstep: Class 23 contains 5717 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6442 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11663 members 
Mstep: Class 32 contains 12285 members 
Mstep: Class 33 contains 5303 members 
Mstep: Class 34 contains 52993 members 
Mstep: Class 35 contains 11680 members 
Mstep: Class 36 contains 4398 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52620 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17645 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7467 members 
Mstep: Class 47 contains 16830 members 
Mstep: Class 48 contains 5821 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056192.000000 Penalty: 163572.531250
Iteration 340F: 50 clusters Score -1.150562e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 34805 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60458 members 
Mstep: Class 5 contains 33584 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31182 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6583 members 
Mstep: Class 12 contains 33150 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62277 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75265 members 
Mstep: Class 21 contains 17566 members 
Mstep: Class 22 contains 20285 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6442 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11661 members 
Mstep: Class 32 contains 12288 members 
Mstep: Class 33 contains 5303 members 
Mstep: Class 34 contains 52990 members 
Mstep: Class 35 contains 11681 members 
Mstep: Class 36 contains 4395 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52619 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17647 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7467 members 
Mstep: Class 47 contains 16829 members 
Mstep: Class 48 contains 5822 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056312.000000 Penalty: 163572.531250
Iteration 341Q: 50 clusters Score -1.150563e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 34809 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60460 members 
Mstep: Class 5 contains 33582 members 
Mstep: Class 6 contains 5942 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31181 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6583 members 
Mstep: Class 12 contains 33151 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62279 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75265 members 
Mstep: Class 21 contains 17564 members 
Mstep: Class 22 contains 20287 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6441 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11661 members 
Mstep: Class 32 contains 12293 members 
Mstep: Class 33 contains 5303 members 
Mstep: Class 34 contains 52988 members 
Mstep: Class 35 contains 11682 members 
Mstep: Class 36 contains 4395 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52618 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17647 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7467 members 
Mstep: Class 47 contains 16830 members 
Mstep: Class 48 contains 5822 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056376.000000 Penalty: 163572.531250
Iteration 342Q: 50 clusters Score -1.150564e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 34813 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60462 members 
Mstep: Class 5 contains 33582 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31181 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6583 members 
Mstep: Class 12 contains 33152 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62285 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75264 members 
Mstep: Class 21 contains 17564 members 
Mstep: Class 22 contains 20285 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11660 members 
Mstep: Class 32 contains 12297 members 
Mstep: Class 33 contains 5304 members 
Mstep: Class 34 contains 52987 members 
Mstep: Class 35 contains 11682 members 
Mstep: Class 36 contains 4395 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52618 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17647 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7467 members 
Mstep: Class 47 contains 16831 members 
Mstep: Class 48 contains 5822 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056392.000000 Penalty: 163572.531250
Iteration 343Q: 50 clusters Score -1.150564e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 34812 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60472 members 
Mstep: Class 5 contains 33583 members 
Mstep: Class 6 contains 5944 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31183 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6583 members 
Mstep: Class 12 contains 33154 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62276 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75264 members 
Mstep: Class 21 contains 17564 members 
Mstep: Class 22 contains 20283 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 3543 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11660 members 
Mstep: Class 32 contains 12304 members 
Mstep: Class 33 contains 5304 members 
Mstep: Class 34 contains 52990 members 
Mstep: Class 35 contains 11683 members 
Mstep: Class 36 contains 4395 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52617 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17647 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7467 members 
Mstep: Class 47 contains 16831 members 
Mstep: Class 48 contains 5822 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056336.000000 Penalty: 163572.531250
Iteration 344Q: 50 clusters Score -1.150563e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 34808 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60475 members 
Mstep: Class 5 contains 33584 members 
Mstep: Class 6 contains 5944 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31183 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6583 members 
Mstep: Class 12 contains 33158 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62280 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75265 members 
Mstep: Class 21 contains 17564 members 
Mstep: Class 22 contains 20282 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11661 members 
Mstep: Class 32 contains 12309 members 
Mstep: Class 33 contains 5304 members 
Mstep: Class 34 contains 52989 members 
Mstep: Class 35 contains 11684 members 
Mstep: Class 36 contains 4395 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52616 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17647 members 
Mstep: Class 42 contains 1374 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7467 members 
Mstep: Class 47 contains 16830 members 
Mstep: Class 48 contains 5822 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056240.000000 Penalty: 163572.531250
Iteration 345Q: 50 clusters Score -1.150562e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 34808 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60474 members 
Mstep: Class 5 contains 33584 members 
Mstep: Class 6 contains 5944 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31184 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6583 members 
Mstep: Class 12 contains 33161 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62289 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75266 members 
Mstep: Class 21 contains 17564 members 
Mstep: Class 22 contains 20282 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 3539 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11661 members 
Mstep: Class 32 contains 12314 members 
Mstep: Class 33 contains 5304 members 
Mstep: Class 34 contains 52983 members 
Mstep: Class 35 contains 11684 members 
Mstep: Class 36 contains 4394 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52617 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17649 members 
Mstep: Class 42 contains 1375 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7467 members 
Mstep: Class 47 contains 16830 members 
Mstep: Class 48 contains 5822 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056224.000000 Penalty: 163572.531250
Iteration 346Q: 50 clusters Score -1.150562e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 34806 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60482 members 
Mstep: Class 5 contains 33581 members 
Mstep: Class 6 contains 5945 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31184 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6583 members 
Mstep: Class 12 contains 33169 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62284 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75268 members 
Mstep: Class 21 contains 17564 members 
Mstep: Class 22 contains 20285 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11661 members 
Mstep: Class 32 contains 12319 members 
Mstep: Class 33 contains 5303 members 
Mstep: Class 34 contains 52983 members 
Mstep: Class 35 contains 11686 members 
Mstep: Class 36 contains 4393 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52616 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17651 members 
Mstep: Class 42 contains 1376 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7466 members 
Mstep: Class 47 contains 16830 members 
Mstep: Class 48 contains 5822 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056264.000000 Penalty: 163572.531250
Iteration 347Q: 50 clusters Score -1.150563e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 34799 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60487 members 
Mstep: Class 5 contains 33579 members 
Mstep: Class 6 contains 5945 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31184 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6582 members 
Mstep: Class 12 contains 33173 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62279 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75270 members 
Mstep: Class 21 contains 17563 members 
Mstep: Class 22 contains 20285 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6441 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11662 members 
Mstep: Class 32 contains 12327 members 
Mstep: Class 33 contains 5303 members 
Mstep: Class 34 contains 52981 members 
Mstep: Class 35 contains 11687 members 
Mstep: Class 36 contains 4394 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52616 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17654 members 
Mstep: Class 42 contains 1379 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7466 members 
Mstep: Class 47 contains 16828 members 
Mstep: Class 48 contains 5822 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056248.000000 Penalty: 163572.531250
Iteration 348Q: 50 clusters Score -1.150562e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 34790 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60489 members 
Mstep: Class 5 contains 33578 members 
Mstep: Class 6 contains 5945 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 31185 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6581 members 
Mstep: Class 12 contains 33181 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62281 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75270 members 
Mstep: Class 21 contains 17564 members 
Mstep: Class 22 contains 20286 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6441 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11663 members 
Mstep: Class 32 contains 12335 members 
Mstep: Class 33 contains 5303 members 
Mstep: Class 34 contains 52980 members 
Mstep: Class 35 contains 11687 members 
Mstep: Class 36 contains 4395 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52617 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17657 members 
Mstep: Class 42 contains 1377 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7467 members 
Mstep: Class 47 contains 16826 members 
Mstep: Class 48 contains 5823 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056232.000000 Penalty: 163572.531250
Iteration 349Q: 50 clusters Score -1.150562e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 34783 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60496 members 
Mstep: Class 5 contains 33577 members 
Mstep: Class 6 contains 5945 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 31187 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6581 members 
Mstep: Class 12 contains 33191 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62275 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75270 members 
Mstep: Class 21 contains 17564 members 
Mstep: Class 22 contains 20286 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4536 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6441 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11663 members 
Mstep: Class 32 contains 12340 members 
Mstep: Class 33 contains 5303 members 
Mstep: Class 34 contains 52980 members 
Mstep: Class 35 contains 11688 members 
Mstep: Class 36 contains 4394 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52614 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17658 members 
Mstep: Class 42 contains 1378 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7467 members 
Mstep: Class 47 contains 16824 members 
Mstep: Class 48 contains 5824 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056248.000000 Penalty: 163572.531250
Iteration 350Q: 50 clusters Score -1.150562e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 34791 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60500 members 
Mstep: Class 5 contains 33574 members 
Mstep: Class 6 contains 5945 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 31188 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6581 members 
Mstep: Class 12 contains 33192 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62275 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75266 members 
Mstep: Class 21 contains 17564 members 
Mstep: Class 22 contains 20287 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4536 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11663 members 
Mstep: Class 32 contains 12342 members 
Mstep: Class 33 contains 5303 members 
Mstep: Class 34 contains 52979 members 
Mstep: Class 35 contains 11688 members 
Mstep: Class 36 contains 4394 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52611 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17660 members 
Mstep: Class 42 contains 1380 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7467 members 
Mstep: Class 47 contains 16826 members 
Mstep: Class 48 contains 5827 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056176.000000 Penalty: 163572.531250
Iteration 351Q: 50 clusters Score -1.150562e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 34791 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60501 members 
Mstep: Class 5 contains 33572 members 
Mstep: Class 6 contains 5945 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 31191 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6580 members 
Mstep: Class 12 contains 33196 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62276 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75262 members 
Mstep: Class 21 contains 17565 members 
Mstep: Class 22 contains 20284 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4536 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11663 members 
Mstep: Class 32 contains 12343 members 
Mstep: Class 33 contains 5303 members 
Mstep: Class 34 contains 52976 members 
Mstep: Class 35 contains 11690 members 
Mstep: Class 36 contains 4394 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52609 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17662 members 
Mstep: Class 42 contains 1381 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7467 members 
Mstep: Class 47 contains 16827 members 
Mstep: Class 48 contains 5829 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056232.000000 Penalty: 163572.531250
Iteration 352Q: 50 clusters Score -1.150562e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 34789 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60508 members 
Mstep: Class 5 contains 33570 members 
Mstep: Class 6 contains 5945 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 31192 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 33198 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62270 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75262 members 
Mstep: Class 21 contains 17564 members 
Mstep: Class 22 contains 20280 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4536 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 12344 members 
Mstep: Class 33 contains 5303 members 
Mstep: Class 34 contains 52977 members 
Mstep: Class 35 contains 11691 members 
Mstep: Class 36 contains 4395 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52609 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17666 members 
Mstep: Class 42 contains 1387 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7466 members 
Mstep: Class 47 contains 16826 members 
Mstep: Class 48 contains 5831 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056312.000000 Penalty: 163572.531250
Iteration 353Q: 50 clusters Score -1.150563e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 34786 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60518 members 
Mstep: Class 5 contains 33570 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 31192 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6575 members 
Mstep: Class 12 contains 33203 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62258 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75262 members 
Mstep: Class 21 contains 17565 members 
Mstep: Class 22 contains 20273 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4536 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6442 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 12345 members 
Mstep: Class 33 contains 5305 members 
Mstep: Class 34 contains 52979 members 
Mstep: Class 35 contains 11694 members 
Mstep: Class 36 contains 4394 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17671 members 
Mstep: Class 42 contains 1389 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7464 members 
Mstep: Class 47 contains 16826 members 
Mstep: Class 48 contains 5832 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056248.000000 Penalty: 163572.531250
Iteration 354Q: 50 clusters Score -1.150562e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 34784 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60521 members 
Mstep: Class 5 contains 33571 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 31194 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6575 members 
Mstep: Class 12 contains 33207 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62255 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75262 members 
Mstep: Class 21 contains 17565 members 
Mstep: Class 22 contains 20269 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4536 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 12345 members 
Mstep: Class 33 contains 5305 members 
Mstep: Class 34 contains 52975 members 
Mstep: Class 35 contains 11694 members 
Mstep: Class 36 contains 4394 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52611 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17677 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7462 members 
Mstep: Class 47 contains 16826 members 
Mstep: Class 48 contains 5834 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056248.000000 Penalty: 163572.531250
Iteration 355Q: 50 clusters Score -1.150562e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 34780 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60529 members 
Mstep: Class 5 contains 33571 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 31193 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6570 members 
Mstep: Class 12 contains 33211 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62249 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75260 members 
Mstep: Class 21 contains 17566 members 
Mstep: Class 22 contains 20268 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4536 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6445 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11663 members 
Mstep: Class 32 contains 12350 members 
Mstep: Class 33 contains 5305 members 
Mstep: Class 34 contains 52976 members 
Mstep: Class 35 contains 11694 members 
Mstep: Class 36 contains 4393 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17682 members 
Mstep: Class 42 contains 1390 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7461 members 
Mstep: Class 47 contains 16827 members 
Mstep: Class 48 contains 5839 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056272.000000 Penalty: 163572.531250
Iteration 356Q: 50 clusters Score -1.150563e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 34773 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60539 members 
Mstep: Class 5 contains 33572 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 31193 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6568 members 
Mstep: Class 12 contains 33213 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62233 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75260 members 
Mstep: Class 21 contains 17566 members 
Mstep: Class 22 contains 20265 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 12352 members 
Mstep: Class 33 contains 5306 members 
Mstep: Class 34 contains 52978 members 
Mstep: Class 35 contains 11695 members 
Mstep: Class 36 contains 4393 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52611 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17687 members 
Mstep: Class 42 contains 1392 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7461 members 
Mstep: Class 47 contains 16826 members 
Mstep: Class 48 contains 5845 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056080.000000 Penalty: 163572.531250
Iteration 357Q: 50 clusters Score -1.150561e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 34769 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60546 members 
Mstep: Class 5 contains 33570 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 31194 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6564 members 
Mstep: Class 12 contains 33215 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62227 members 
Mstep: Class 18 contains 4876 members 
Mstep: Class 19 contains 13729 members 
Mstep: Class 20 contains 75260 members 
Mstep: Class 21 contains 17566 members 
Mstep: Class 22 contains 20263 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6445 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 12348 members 
Mstep: Class 33 contains 5308 members 
Mstep: Class 34 contains 52976 members 
Mstep: Class 35 contains 11696 members 
Mstep: Class 36 contains 4395 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52609 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17689 members 
Mstep: Class 42 contains 1393 members 
Mstep: Class 43 contains 710 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7460 members 
Mstep: Class 47 contains 16826 members 
Mstep: Class 48 contains 5853 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056232.000000 Penalty: 163572.531250
Iteration 358Q: 50 clusters Score -1.150562e+08 nChanged 57
Entering ConstructFrom: 
Score: -115056232.000000 Penalty: 163572.531250
Entering ConstructFrom: 
Trying to split cluster 1 (14737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Entering Unmasked Estep 
Score: -2377602.500000 Penalty: 2380.333008
	Iteration 0F: 2 clusters Score -2377602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2366878.000000 Penalty: 4760.666016
	Iteration 0F: 3 clusters Score -2366878 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2370371.250000 Penalty: 4760.666016
	Iteration 1F: 3 clusters Score -2370371 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2370821.000000 Penalty: 4760.666016
	Iteration 2F: 3 clusters Score -2370821 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2371237.000000 Penalty: 4760.666016
	Iteration 3F: 3 clusters Score -2371237 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2371688.500000 Penalty: 4760.666016
	Iteration 4F: 3 clusters Score -2371688 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2372225.750000 Penalty: 4760.666016
	Iteration 5F: 3 clusters Score -2372226 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2372823.000000 Penalty: 4760.666016
	Iteration 6F: 3 clusters Score -2372823 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2373473.250000 Penalty: 4760.666016
	Iteration 7F: 3 clusters Score -2373473 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2374015.500000 Penalty: 4760.666016
	Iteration 8F: 3 clusters Score -2374016 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2374504.750000 Penalty: 4760.666016
	Iteration 9Q: 3 clusters Score -2374505 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2374962.000000 Penalty: 4760.666016
	Iteration 10Q: 3 clusters Score -2374962 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2375290.500000 Penalty: 4760.666016
	Iteration 11Q: 3 clusters Score -2375290 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2375482.500000 Penalty: 4760.666016
	Iteration 12Q: 3 clusters Score -2375482 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2375608.250000 Penalty: 4760.666016
	Iteration 13Q: 3 clusters Score -2375608 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2375670.750000 Penalty: 4760.666016
	Iteration 14Q: 3 clusters Score -2375671 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2375717.500000 Penalty: 4760.666016
	Iteration 15Q: 3 clusters Score -2375718 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2375746.000000 Penalty: 4760.666016
	Iteration 16Q: 3 clusters Score -2375746 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2375769.250000 Penalty: 4760.666016
	Iteration 17Q: 3 clusters Score -2375769 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2375794.500000 Penalty: 4760.666016
	Iteration 18Q: 3 clusters Score -2375794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2375787.000000 Penalty: 4760.666016
	Iteration 19Q: 3 clusters Score -2375787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2375802.000000 Penalty: 4760.666016
	Iteration 20F: 3 clusters Score -2375802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2375808.500000 Penalty: 4760.666016
	Iteration 21Q: 3 clusters Score -2375808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2375812.500000 Penalty: 4760.666016
	Iteration 22Q: 3 clusters Score -2375812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2375817.750000 Penalty: 4760.666016
	Iteration 23Q: 3 clusters Score -2375818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2375819.250000 Penalty: 4760.666016
	Iteration 24Q: 3 clusters Score -2375819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2375823.750000 Penalty: 4760.666016
	Iteration 25Q: 3 clusters Score -2375824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2375830.000000 Penalty: 4760.666016
	Iteration 26Q: 3 clusters Score -2375830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2375832.750000 Penalty: 4760.666016
	Iteration 27Q: 3 clusters Score -2375833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2375827.500000 Penalty: 4760.666016
	Iteration 28Q: 3 clusters Score -2375828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2375835.500000 Penalty: 4760.666016
	Iteration 29Q: 3 clusters Score -2375836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2375846.000000 Penalty: 4760.666016
	Iteration 30Q: 3 clusters Score -2375846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2375850.500000 Penalty: 4760.666016
	Iteration 31Q: 3 clusters Score -2375850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2375849.750000 Penalty: 4760.666016
	Iteration 32Q: 3 clusters Score -2375850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2375855.500000 Penalty: 4760.666016
	Iteration 33Q: 3 clusters Score -2375856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2375857.750000 Penalty: 4760.666016
	Iteration 34Q: 3 clusters Score -2375858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2375858.250000 Penalty: 4760.666016
	Iteration 35Q: 3 clusters Score -2375858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2375857.750000 Penalty: 4760.666016
	Iteration 36Q: 3 clusters Score -2375858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2375869.250000 Penalty: 4760.666016
	Iteration 37Q: 3 clusters Score -2375869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2375871.000000 Penalty: 4760.666016
	Iteration 38Q: 3 clusters Score -2375871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2375874.250000 Penalty: 4760.666016
	Iteration 39Q: 3 clusters Score -2375874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2375874.750000 Penalty: 4760.666016
	Iteration 40F: 3 clusters Score -2375875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2375874.250000 Penalty: 4760.666016
	Iteration 41Q: 3 clusters Score -2375874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2375879.500000 Penalty: 4760.666016
	Iteration 42Q: 3 clusters Score -2375880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2375880.500000 Penalty: 4760.666016
	Iteration 43Q: 3 clusters Score -2375880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2375882.000000 Penalty: 4760.666016
	Iteration 44Q: 3 clusters Score -2375882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2375879.500000 Penalty: 4760.666016
	Iteration 45Q: 3 clusters Score -2375880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2375882.750000 Penalty: 4760.666016
	Iteration 46Q: 3 clusters Score -2375883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2375879.750000 Penalty: 4760.666016
	Iteration 47Q: 3 clusters Score -2375880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2375880.250000 Penalty: 4760.666016
	Iteration 48Q: 3 clusters Score -2375880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2375879.500000 Penalty: 4760.666016
	Iteration 49Q: 3 clusters Score -2375880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2375879.750000 Penalty: 4760.666016
	Iteration 50Q: 3 clusters Score -2375880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2375881.500000 Penalty: 4760.666016
	Iteration 51Q: 3 clusters Score -2375882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2375881.500000 Penalty: 4760.666016
	Iteration 52F: 3 clusters Score -2375882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Entering Unmasked Estep 
Score: -5635355.500000 Penalty: 2593.207520
	Iteration 0F: 2 clusters Score -5635356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -5611646.500000 Penalty: 5186.415039
	Iteration 0F: 3 clusters Score -5611646 nChanged 15730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -5620400.500000 Penalty: 5186.415039
	Iteration 1F: 3 clusters Score -5620400 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -5621141.500000 Penalty: 5186.415039
	Iteration 2F: 3 clusters Score -5621142 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -5621984.500000 Penalty: 5186.415039
	Iteration 3F: 3 clusters Score -5621984 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -5622886.000000 Penalty: 5186.415039
	Iteration 4F: 3 clusters Score -5622886 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -5623943.500000 Penalty: 5186.415039
	Iteration 5F: 3 clusters Score -5623944 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -5625094.000000 Penalty: 5186.415039
	Iteration 6F: 3 clusters Score -5625094 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -5626382.000000 Penalty: 5186.415039
	Iteration 7F: 3 clusters Score -5626382 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -5627561.500000 Penalty: 5186.415039
	Iteration 8F: 3 clusters Score -5627562 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -5628545.500000 Penalty: 5186.415039
	Iteration 9Q: 3 clusters Score -5628546 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -5629372.000000 Penalty: 5186.415039
	Iteration 10Q: 3 clusters Score -5629372 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -5629968.000000 Penalty: 5186.415039
	Iteration 11Q: 3 clusters Score -5629968 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -5630302.000000 Penalty: 5186.415039
	Iteration 12Q: 3 clusters Score -5630302 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -5630552.000000 Penalty: 5186.415039
	Iteration 13Q: 3 clusters Score -5630552 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -5630753.000000 Penalty: 5186.415039
	Iteration 14Q: 3 clusters Score -5630753 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -5630883.000000 Penalty: 5186.415039
	Iteration 15Q: 3 clusters Score -5630883 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -5631001.000000 Penalty: 5186.415039
	Iteration 16Q: 3 clusters Score -5631001 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -5631128.500000 Penalty: 5186.415039
	Iteration 17Q: 3 clusters Score -5631128 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -5631249.500000 Penalty: 5186.415039
	Iteration 18Q: 3 clusters Score -5631250 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -5631357.000000 Penalty: 5186.415039
	Iteration 19Q: 3 clusters Score -5631357 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -5631462.000000 Penalty: 5186.415039
	Iteration 20F: 3 clusters Score -5631462 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -5631540.000000 Penalty: 5186.415039
	Iteration 21Q: 3 clusters Score -5631540 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -5631605.000000 Penalty: 5186.415039
	Iteration 22Q: 3 clusters Score -5631605 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -5631667.000000 Penalty: 5186.415039
	Iteration 23Q: 3 clusters Score -5631667 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -5631715.500000 Penalty: 5186.415039
	Iteration 24Q: 3 clusters Score -5631716 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -5631801.000000 Penalty: 5186.415039
	Iteration 25Q: 3 clusters Score -5631801 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -5631874.500000 Penalty: 5186.415039
	Iteration 26Q: 3 clusters Score -5631874 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -5631952.000000 Penalty: 5186.415039
	Iteration 27Q: 3 clusters Score -5631952 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -5632021.000000 Penalty: 5186.415039
	Iteration 28Q: 3 clusters Score -5632021 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -5632075.500000 Penalty: 5186.415039
	Iteration 29Q: 3 clusters Score -5632076 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -5632097.500000 Penalty: 5186.415039
	Iteration 30Q: 3 clusters Score -5632098 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -5632118.000000 Penalty: 5186.415039
	Iteration 31Q: 3 clusters Score -5632118 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -5632179.500000 Penalty: 5186.415039
	Iteration 32Q: 3 clusters Score -5632180 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -5632218.000000 Penalty: 5186.415039
	Iteration 33Q: 3 clusters Score -5632218 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -5632266.500000 Penalty: 5186.415039
	Iteration 34Q: 3 clusters Score -5632266 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -5632334.000000 Penalty: 5186.415039
	Iteration 35Q: 3 clusters Score -5632334 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -5632364.000000 Penalty: 5186.415039
	Iteration 36Q: 3 clusters Score -5632364 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -5632392.500000 Penalty: 5186.415039
	Iteration 37Q: 3 clusters Score -5632392 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -5632418.000000 Penalty: 5186.415039
	Iteration 38Q: 3 clusters Score -5632418 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -5632447.500000 Penalty: 5186.415039
	Iteration 39Q: 3 clusters Score -5632448 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -5632485.000000 Penalty: 5186.415039
	Iteration 40F: 3 clusters Score -5632485 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -5632515.500000 Penalty: 5186.415039
	Iteration 41Q: 3 clusters Score -5632516 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -5632532.500000 Penalty: 5186.415039
	Iteration 42Q: 3 clusters Score -5632532 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -5632555.500000 Penalty: 5186.415039
	Iteration 43Q: 3 clusters Score -5632556 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -5632607.500000 Penalty: 5186.415039
	Iteration 44Q: 3 clusters Score -5632608 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -5632607.500000 Penalty: 5186.415039
	Iteration 45Q: 3 clusters Score -5632608 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -5632646.500000 Penalty: 5186.415039
	Iteration 46Q: 3 clusters Score -5632646 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -5632683.000000 Penalty: 5186.415039
	Iteration 47Q: 3 clusters Score -5632683 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -5632705.000000 Penalty: 5186.415039
	Iteration 48Q: 3 clusters Score -5632705 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -5632749.000000 Penalty: 5186.415039
	Iteration 49Q: 3 clusters Score -5632749 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -5632771.500000 Penalty: 5186.415039
	Iteration 50Q: 3 clusters Score -5632772 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -5632783.000000 Penalty: 5186.415039
	Iteration 51Q: 3 clusters Score -5632783 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -5632799.500000 Penalty: 5186.415039
	Iteration 52Q: 3 clusters Score -5632800 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -5632818.500000 Penalty: 5186.415039
	Iteration 53Q: 3 clusters Score -5632818 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -5632858.000000 Penalty: 5186.415039
	Iteration 54Q: 3 clusters Score -5632858 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -5632879.000000 Penalty: 5186.415039
	Iteration 55Q: 3 clusters Score -5632879 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -5632885.000000 Penalty: 5186.415039
	Iteration 56Q: 3 clusters Score -5632885 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -5632900.000000 Penalty: 5186.415039
	Iteration 57Q: 3 clusters Score -5632900 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -5632919.500000 Penalty: 5186.415039
	Iteration 58Q: 3 clusters Score -5632920 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -5632951.500000 Penalty: 5186.415039
	Iteration 59Q: 3 clusters Score -5632952 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -5632985.500000 Penalty: 5186.415039
	Iteration 60F: 3 clusters Score -5632986 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -5633000.000000 Penalty: 5186.415039
	Iteration 61Q: 3 clusters Score -5633000 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -5633025.500000 Penalty: 5186.415039
	Iteration 62Q: 3 clusters Score -5633026 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -5633040.500000 Penalty: 5186.415039
	Iteration 63Q: 3 clusters Score -5633040 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -5633030.500000 Penalty: 5186.415039
	Iteration 64Q: 3 clusters Score -5633030 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -5633074.500000 Penalty: 5186.415039
	Iteration 65Q: 3 clusters Score -5633074 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -5633058.500000 Penalty: 5186.415039
	Iteration 66Q: 3 clusters Score -5633058 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -5633093.500000 Penalty: 5186.415039
	Iteration 67Q: 3 clusters Score -5633094 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -5633119.500000 Penalty: 5186.415039
	Iteration 68Q: 3 clusters Score -5633120 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -5633124.500000 Penalty: 5186.415039
	Iteration 69Q: 3 clusters Score -5633124 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -5633132.000000 Penalty: 5186.415039
	Iteration 70Q: 3 clusters Score -5633132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -5633145.500000 Penalty: 5186.415039
	Iteration 71Q: 3 clusters Score -5633146 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -5633157.000000 Penalty: 5186.415039
	Iteration 72Q: 3 clusters Score -5633157 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -5633173.000000 Penalty: 5186.415039
	Iteration 73Q: 3 clusters Score -5633173 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -5633185.000000 Penalty: 5186.415039
	Iteration 74Q: 3 clusters Score -5633185 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -5633181.500000 Penalty: 5186.415039
	Iteration 75Q: 3 clusters Score -5633182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -5633192.000000 Penalty: 5186.415039
	Iteration 76Q: 3 clusters Score -5633192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -5633209.000000 Penalty: 5186.415039
	Iteration 77Q: 3 clusters Score -5633209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -5633203.500000 Penalty: 5186.415039
	Iteration 78Q: 3 clusters Score -5633204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -5633225.000000 Penalty: 5186.415039
	Iteration 79Q: 3 clusters Score -5633225 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -5633227.000000 Penalty: 5186.415039
	Iteration 80F: 3 clusters Score -5633227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -5633226.500000 Penalty: 5186.415039
	Iteration 81Q: 3 clusters Score -5633226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -5633238.000000 Penalty: 5186.415039
	Iteration 82Q: 3 clusters Score -5633238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -5633251.000000 Penalty: 5186.415039
	Iteration 83Q: 3 clusters Score -5633251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -5633252.500000 Penalty: 5186.415039
	Iteration 84Q: 3 clusters Score -5633252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -5633261.500000 Penalty: 5186.415039
	Iteration 85Q: 3 clusters Score -5633262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -5633268.500000 Penalty: 5186.415039
	Iteration 86Q: 3 clusters Score -5633268 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -5633264.500000 Penalty: 5186.415039
	Iteration 87Q: 3 clusters Score -5633264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -5633277.000000 Penalty: 5186.415039
	Iteration 88Q: 3 clusters Score -5633277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -5633291.000000 Penalty: 5186.415039
	Iteration 89Q: 3 clusters Score -5633291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -5633281.500000 Penalty: 5186.415039
	Iteration 90Q: 3 clusters Score -5633282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -5633279.500000 Penalty: 5186.415039
	Iteration 91Q: 3 clusters Score -5633280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -5633282.500000 Penalty: 5186.415039
	Iteration 92Q: 3 clusters Score -5633282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -5633289.500000 Penalty: 5186.415039
	Iteration 93Q: 3 clusters Score -5633290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -5633289.500000 Penalty: 5186.415039
	Iteration 94Q: 3 clusters Score -5633290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -5633297.000000 Penalty: 5186.415039
	Iteration 95Q: 3 clusters Score -5633297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -5633311.000000 Penalty: 5186.415039
	Iteration 96Q: 3 clusters Score -5633311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -5633315.500000 Penalty: 5186.415039
	Iteration 97Q: 3 clusters Score -5633316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -5633324.000000 Penalty: 5186.415039
	Iteration 98Q: 3 clusters Score -5633324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -5633323.500000 Penalty: 5186.415039
	Iteration 99Q: 3 clusters Score -5633324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -5633338.000000 Penalty: 5186.415039
	Iteration 100F: 3 clusters Score -5633338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -5633326.500000 Penalty: 5186.415039
	Iteration 101Q: 3 clusters Score -5633326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -5633336.500000 Penalty: 5186.415039
	Iteration 102Q: 3 clusters Score -5633336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -5633331.000000 Penalty: 5186.415039
	Iteration 103Q: 3 clusters Score -5633331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -5633334.000000 Penalty: 5186.415039
	Iteration 104Q: 3 clusters Score -5633334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -5633331.500000 Penalty: 5186.415039
	Iteration 105Q: 3 clusters Score -5633332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -5633329.000000 Penalty: 5186.415039
	Iteration 106Q: 3 clusters Score -5633329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -5633334.500000 Penalty: 5186.415039
	Iteration 107Q: 3 clusters Score -5633334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -5633331.000000 Penalty: 5186.415039
	Iteration 108Q: 3 clusters Score -5633331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -5633337.500000 Penalty: 5186.415039
	Iteration 109Q: 3 clusters Score -5633338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -5633334.000000 Penalty: 5186.415039
	Iteration 110Q: 3 clusters Score -5633334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -5633336.000000 Penalty: 5186.415039
	Iteration 111Q: 3 clusters Score -5633336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -5633332.000000 Penalty: 5186.415039
	Iteration 112Q: 3 clusters Score -5633332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -5633329.500000 Penalty: 5186.415039
	Iteration 113Q: 3 clusters Score -5633330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -5633329.500000 Penalty: 5186.415039
	Iteration 114F: 3 clusters Score -5633330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -150560.421875 Penalty: 1700.663452
	Iteration 0F: 2 clusters Score -150560.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -148680.343750 Penalty: 3401.326904
	Iteration 0F: 3 clusters Score -148680.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -149029.359375 Penalty: 3401.326904
	Iteration 1F: 3 clusters Score -149029.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -149239.000000 Penalty: 3401.326904
	Iteration 2F: 3 clusters Score -149239 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -149426.015625 Penalty: 3401.326904
	Iteration 3F: 3 clusters Score -149426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -149568.328125 Penalty: 3401.326904
	Iteration 4F: 3 clusters Score -149568.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -149673.859375 Penalty: 3401.326904
	Iteration 5Q: 3 clusters Score -149673.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -149761.578125 Penalty: 3401.326904
	Iteration 6Q: 3 clusters Score -149761.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -149846.921875 Penalty: 3401.326904
	Iteration 7Q: 3 clusters Score -149846.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -149898.125000 Penalty: 3401.326904
	Iteration 8Q: 3 clusters Score -149898.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -149970.828125 Penalty: 3401.326904
	Iteration 9Q: 3 clusters Score -149970.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -150216.421875 Penalty: 3401.326904
	Iteration 10Q: 3 clusters Score -150216.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -150577.546875 Penalty: 3401.326904
	Iteration 11Q: 3 clusters Score -150577.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -150684.875000 Penalty: 3401.326904
	Iteration 12Q: 3 clusters Score -150684.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -150741.906250 Penalty: 3401.326904
	Iteration 13Q: 3 clusters Score -150741.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -150758.375000 Penalty: 3401.326904
	Iteration 14Q: 3 clusters Score -150758.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -150763.015625 Penalty: 3401.326904
	Iteration 15Q: 3 clusters Score -150763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -150764.312500 Penalty: 3401.326904
	Iteration 16Q: 3 clusters Score -150764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -150764.921875 Penalty: 3401.326904
	Iteration 17Q: 3 clusters Score -150764.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -150764.921875 Penalty: 3401.326904
	Iteration 18F: 3 clusters Score -150764.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 34769 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 60549 members 
Mstep: Class 5 contains 33569 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 31195 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6558 members 
Mstep: Class 12 contains 33219 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62226 members 
Mstep: Class 18 contains 4878 members 
Mstep: Class 19 contains 13728 members 
Mstep: Class 20 contains 75259 members 
Mstep: Class 21 contains 17566 members 
Mstep: Class 22 contains 20266 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 3536 members 
Mstep: Class 26 contains 6446 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 12348 members 
Mstep: Class 33 contains 5308 members 
Mstep: Class 34 contains 52974 members 
Mstep: Class 35 contains 11695 members 
Mstep: Class 36 contains 4395 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52608 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17692 members 
Mstep: Class 42 contains 1395 members 
Mstep: Class 43 contains 711 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7459 members 
Mstep: Class 47 contains 16826 members 
Mstep: Class 48 contains 5856 members 
Mstep: Class 49 contains 1519 members 
Mstep: Class 50 contains 519 members 
Entering Unmasked Estep 
Score: -115054592.000000 Penalty: 166910.750000
Splitting cluster 3 changes total score from -115056232.000000 to -115054592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (60549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60549 members 
Entering Unmasked Estep 
Score: -10464643.000000 Penalty: 2730.779785
	Iteration 0F: 2 clusters Score -1.046464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -10427223.000000 Penalty: 5461.559570
	Iteration 0F: 3 clusters Score -1.042722e+07 nChanged 28388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -10443220.000000 Penalty: 5461.559570
	Iteration 1F: 3 clusters Score -1.044322e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -10444002.000000 Penalty: 5461.559570
	Iteration 2Q: 3 clusters Score -1.0444e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -10444928.000000 Penalty: 5461.559570
	Iteration 3Q: 3 clusters Score -1.044493e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -10446046.000000 Penalty: 5461.559570
	Iteration 4Q: 3 clusters Score -1.044605e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -10447517.000000 Penalty: 5461.559570
	Iteration 5Q: 3 clusters Score -1.044752e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -10449312.000000 Penalty: 5461.559570
	Iteration 6F: 3 clusters Score -1.044931e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -10451392.000000 Penalty: 5461.559570
	Iteration 7F: 3 clusters Score -1.045139e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -10453631.000000 Penalty: 5461.559570
	Iteration 8F: 3 clusters Score -1.045363e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -10455612.000000 Penalty: 5461.559570
	Iteration 9F: 3 clusters Score -1.045561e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -10457367.000000 Penalty: 5461.559570
	Iteration 10Q: 3 clusters Score -1.045737e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -10458785.000000 Penalty: 5461.559570
	Iteration 11Q: 3 clusters Score -1.045878e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -10459845.000000 Penalty: 5461.559570
	Iteration 12Q: 3 clusters Score -1.045984e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -10460463.000000 Penalty: 5461.559570
	Iteration 13Q: 3 clusters Score -1.046046e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -10461114.000000 Penalty: 5461.559570
	Iteration 14Q: 3 clusters Score -1.046111e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 56819 members 
Entering Unmasked Estep 
Score: -10461543.000000 Penalty: 5461.559570
	Iteration 15Q: 3 clusters Score -1.046154e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 57731 members 
Entering Unmasked Estep 
Score: -10461805.000000 Penalty: 5461.559570
	Iteration 16Q: 3 clusters Score -1.04618e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 58463 members 
Entering Unmasked Estep 
Score: -10462067.000000 Penalty: 5461.559570
	Iteration 17Q: 3 clusters Score -1.046207e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -10462120.000000 Penalty: 5461.559570
	Iteration 18Q: 3 clusters Score -1.046212e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 59369 members 
Entering Unmasked Estep 
Score: -10462211.000000 Penalty: 5461.559570
	Iteration 19Q: 3 clusters Score -1.046221e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 59580 members 
Entering Unmasked Estep 
Score: -10462248.000000 Penalty: 5461.559570
	Iteration 20F: 3 clusters Score -1.046225e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -10462317.000000 Penalty: 5461.559570
	Iteration 21Q: 3 clusters Score -1.046232e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
Score: -10462362.000000 Penalty: 5461.559570
	Iteration 22Q: 3 clusters Score -1.046236e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -10462368.000000 Penalty: 5461.559570
	Iteration 23Q: 3 clusters Score -1.046237e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 59940 members 
Entering Unmasked Estep 
Score: -10462372.000000 Penalty: 5461.559570
	Iteration 24Q: 3 clusters Score -1.046237e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -10462377.000000 Penalty: 5461.559570
	Iteration 25Q: 3 clusters Score -1.046238e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -10462381.000000 Penalty: 5461.559570
	Iteration 26Q: 3 clusters Score -1.046238e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 60036 members 
Entering Unmasked Estep 
Score: -10462389.000000 Penalty: 5461.559570
	Iteration 27Q: 3 clusters Score -1.046239e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 60059 members 
Entering Unmasked Estep 
Score: -10462409.000000 Penalty: 5461.559570
	Iteration 28Q: 3 clusters Score -1.046241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 60071 members 
Entering Unmasked Estep 
Score: -10462434.000000 Penalty: 5461.559570
	Iteration 29Q: 3 clusters Score -1.046243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -10462424.000000 Penalty: 5461.559570
	Iteration 30Q: 3 clusters Score -1.046242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 60091 members 
Entering Unmasked Estep 
Score: -10462422.000000 Penalty: 5461.559570
	Iteration 31Q: 3 clusters Score -1.046242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 60096 members 
Entering Unmasked Estep 
Score: -10462422.000000 Penalty: 5461.559570
	Iteration 32Q: 3 clusters Score -1.046242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 60100 members 
Entering Unmasked Estep 
Score: -10462428.000000 Penalty: 5461.559570
	Iteration 33Q: 3 clusters Score -1.046243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 60102 members 
Entering Unmasked Estep 
Score: -10462418.000000 Penalty: 5461.559570
	Iteration 34Q: 3 clusters Score -1.046242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 60105 members 
Entering Unmasked Estep 
Score: -10462422.000000 Penalty: 5461.559570
	Iteration 35Q: 3 clusters Score -1.046242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -10462420.000000 Penalty: 5461.559570
	Iteration 36Q: 3 clusters Score -1.046242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -10462424.000000 Penalty: 5461.559570
	Iteration 37Q: 3 clusters Score -1.046242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -10462424.000000 Penalty: 5461.559570
	Iteration 38F: 3 clusters Score -1.046242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Entering Unmasked Estep 
Score: -5678703.500000 Penalty: 2584.496826
	Iteration 0F: 2 clusters Score -5678704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -5655813.500000 Penalty: 5168.993652
	Iteration 0F: 3 clusters Score -5655814 nChanged 15191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -5664243.000000 Penalty: 5168.993652
	Iteration 1F: 3 clusters Score -5664243 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -5665012.000000 Penalty: 5168.993652
	Iteration 2F: 3 clusters Score -5665012 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -5665935.000000 Penalty: 5168.993652
	Iteration 3F: 3 clusters Score -5665935 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -5667000.500000 Penalty: 5168.993652
	Iteration 4F: 3 clusters Score -5667000 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -5668154.500000 Penalty: 5168.993652
	Iteration 5F: 3 clusters Score -5668154 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -5669571.000000 Penalty: 5168.993652
	Iteration 6F: 3 clusters Score -5669571 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -5671090.000000 Penalty: 5168.993652
	Iteration 7F: 3 clusters Score -5671090 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -5672561.500000 Penalty: 5168.993652
	Iteration 8F: 3 clusters Score -5672562 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -5673699.000000 Penalty: 5168.993652
	Iteration 9Q: 3 clusters Score -5673699 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -5674383.500000 Penalty: 5168.993652
	Iteration 10Q: 3 clusters Score -5674384 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -5674722.000000 Penalty: 5168.993652
	Iteration 11Q: 3 clusters Score -5674722 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -5674866.500000 Penalty: 5168.993652
	Iteration 12Q: 3 clusters Score -5674866 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -5674969.500000 Penalty: 5168.993652
	Iteration 13Q: 3 clusters Score -5674970 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -5675014.000000 Penalty: 5168.993652
	Iteration 14Q: 3 clusters Score -5675014 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -5675053.000000 Penalty: 5168.993652
	Iteration 15Q: 3 clusters Score -5675053 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -5675094.500000 Penalty: 5168.993652
	Iteration 16Q: 3 clusters Score -5675094 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -5675132.000000 Penalty: 5168.993652
	Iteration 17Q: 3 clusters Score -5675132 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -5675167.500000 Penalty: 5168.993652
	Iteration 18Q: 3 clusters Score -5675168 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -5675154.000000 Penalty: 5168.993652
	Iteration 19Q: 3 clusters Score -5675154 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -5675202.500000 Penalty: 5168.993652
	Iteration 20F: 3 clusters Score -5675202 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -5675229.500000 Penalty: 5168.993652
	Iteration 21Q: 3 clusters Score -5675230 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -5675254.500000 Penalty: 5168.993652
	Iteration 22Q: 3 clusters Score -5675254 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -5675277.000000 Penalty: 5168.993652
	Iteration 23Q: 3 clusters Score -5675277 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -5675287.500000 Penalty: 5168.993652
	Iteration 24Q: 3 clusters Score -5675288 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -5675337.500000 Penalty: 5168.993652
	Iteration 25Q: 3 clusters Score -5675338 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -5675364.000000 Penalty: 5168.993652
	Iteration 26Q: 3 clusters Score -5675364 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -5675385.500000 Penalty: 5168.993652
	Iteration 27Q: 3 clusters Score -5675386 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -5675403.000000 Penalty: 5168.993652
	Iteration 28Q: 3 clusters Score -5675403 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -5675437.500000 Penalty: 5168.993652
	Iteration 29Q: 3 clusters Score -5675438 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -5675458.000000 Penalty: 5168.993652
	Iteration 30Q: 3 clusters Score -5675458 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -5675468.000000 Penalty: 5168.993652
	Iteration 31Q: 3 clusters Score -5675468 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -5675482.000000 Penalty: 5168.993652
	Iteration 32Q: 3 clusters Score -5675482 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -5675484.000000 Penalty: 5168.993652
	Iteration 33Q: 3 clusters Score -5675484 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -5675487.500000 Penalty: 5168.993652
	Iteration 34Q: 3 clusters Score -5675488 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -5675505.000000 Penalty: 5168.993652
	Iteration 35Q: 3 clusters Score -5675505 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -5675535.000000 Penalty: 5168.993652
	Iteration 36Q: 3 clusters Score -5675535 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -5675540.500000 Penalty: 5168.993652
	Iteration 37Q: 3 clusters Score -5675540 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -5675581.000000 Penalty: 5168.993652
	Iteration 38Q: 3 clusters Score -5675581 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -5675618.000000 Penalty: 5168.993652
	Iteration 39Q: 3 clusters Score -5675618 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -5675647.000000 Penalty: 5168.993652
	Iteration 40F: 3 clusters Score -5675647 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -5675710.000000 Penalty: 5168.993652
	Iteration 41Q: 3 clusters Score -5675710 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -5675756.000000 Penalty: 5168.993652
	Iteration 42Q: 3 clusters Score -5675756 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -5675813.000000 Penalty: 5168.993652
	Iteration 43Q: 3 clusters Score -5675813 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -5675841.500000 Penalty: 5168.993652
	Iteration 44Q: 3 clusters Score -5675842 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -5675916.500000 Penalty: 5168.993652
	Iteration 45Q: 3 clusters Score -5675916 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -5675979.500000 Penalty: 5168.993652
	Iteration 46Q: 3 clusters Score -5675980 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -5676004.000000 Penalty: 5168.993652
	Iteration 47Q: 3 clusters Score -5676004 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -5676043.500000 Penalty: 5168.993652
	Iteration 48Q: 3 clusters Score -5676044 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -5676104.500000 Penalty: 5168.993652
	Iteration 49Q: 3 clusters Score -5676104 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -5676156.000000 Penalty: 5168.993652
	Iteration 50Q: 3 clusters Score -5676156 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -5676193.500000 Penalty: 5168.993652
	Iteration 51Q: 3 clusters Score -5676194 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -5676211.500000 Penalty: 5168.993652
	Iteration 52Q: 3 clusters Score -5676212 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -5676256.500000 Penalty: 5168.993652
	Iteration 53Q: 3 clusters Score -5676256 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -5676309.000000 Penalty: 5168.993652
	Iteration 54Q: 3 clusters Score -5676309 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -5676377.500000 Penalty: 5168.993652
	Iteration 55Q: 3 clusters Score -5676378 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -5676442.000000 Penalty: 5168.993652
	Iteration 56Q: 3 clusters Score -5676442 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -5676484.500000 Penalty: 5168.993652
	Iteration 57Q: 3 clusters Score -5676484 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -5676531.500000 Penalty: 5168.993652
	Iteration 58Q: 3 clusters Score -5676532 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -5676556.000000 Penalty: 5168.993652
	Iteration 59Q: 3 clusters Score -5676556 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -5676579.500000 Penalty: 5168.993652
	Iteration 60F: 3 clusters Score -5676580 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -5676598.000000 Penalty: 5168.993652
	Iteration 61Q: 3 clusters Score -5676598 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -5676648.000000 Penalty: 5168.993652
	Iteration 62Q: 3 clusters Score -5676648 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -5676677.500000 Penalty: 5168.993652
	Iteration 63Q: 3 clusters Score -5676678 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -5676696.000000 Penalty: 5168.993652
	Iteration 64Q: 3 clusters Score -5676696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -5676712.500000 Penalty: 5168.993652
	Iteration 65Q: 3 clusters Score -5676712 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -5676755.500000 Penalty: 5168.993652
	Iteration 66Q: 3 clusters Score -5676756 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -5676782.500000 Penalty: 5168.993652
	Iteration 67Q: 3 clusters Score -5676782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -5676784.500000 Penalty: 5168.993652
	Iteration 68Q: 3 clusters Score -5676784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -5676802.000000 Penalty: 5168.993652
	Iteration 69Q: 3 clusters Score -5676802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -5676804.500000 Penalty: 5168.993652
	Iteration 70Q: 3 clusters Score -5676804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -5676835.000000 Penalty: 5168.993652
	Iteration 71Q: 3 clusters Score -5676835 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -5676867.500000 Penalty: 5168.993652
	Iteration 72Q: 3 clusters Score -5676868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -5676880.000000 Penalty: 5168.993652
	Iteration 73Q: 3 clusters Score -5676880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -5676891.000000 Penalty: 5168.993652
	Iteration 74Q: 3 clusters Score -5676891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -5676905.500000 Penalty: 5168.993652
	Iteration 75Q: 3 clusters Score -5676906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -5676919.000000 Penalty: 5168.993652
	Iteration 76Q: 3 clusters Score -5676919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -5676931.500000 Penalty: 5168.993652
	Iteration 77Q: 3 clusters Score -5676932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -5676927.000000 Penalty: 5168.993652
	Iteration 78Q: 3 clusters Score -5676927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -5676931.000000 Penalty: 5168.993652
	Iteration 79Q: 3 clusters Score -5676931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -5676941.000000 Penalty: 5168.993652
	Iteration 80F: 3 clusters Score -5676941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -5676942.000000 Penalty: 5168.993652
	Iteration 81Q: 3 clusters Score -5676942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -5676934.500000 Penalty: 5168.993652
	Iteration 82Q: 3 clusters Score -5676934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -5676930.000000 Penalty: 5168.993652
	Iteration 83Q: 3 clusters Score -5676930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -5676933.500000 Penalty: 5168.993652
	Iteration 84Q: 3 clusters Score -5676934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -5676942.000000 Penalty: 5168.993652
	Iteration 85Q: 3 clusters Score -5676942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -5676943.000000 Penalty: 5168.993652
	Iteration 86Q: 3 clusters Score -5676943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -5676943.000000 Penalty: 5168.993652
	Iteration 87F: 3 clusters Score -5676943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Entering Unmasked Estep 
Score: -982005.625000 Penalty: 2155.237549
	Iteration 0F: 2 clusters Score -982005.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -976911.687500 Penalty: 4310.475098
	Iteration 0F: 3 clusters Score -976911.7 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -978192.375000 Penalty: 4310.475098
	Iteration 1F: 3 clusters Score -978192.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -978510.125000 Penalty: 4310.475098
	Iteration 2F: 3 clusters Score -978510.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -978769.187500 Penalty: 4310.475098
	Iteration 3F: 3 clusters Score -978769.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -978986.875000 Penalty: 4310.475098
	Iteration 4F: 3 clusters Score -978986.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -979192.750000 Penalty: 4310.475098
	Iteration 5Q: 3 clusters Score -979192.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -979399.062500 Penalty: 4310.475098
	Iteration 6Q: 3 clusters Score -979399.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -979586.437500 Penalty: 4310.475098
	Iteration 7Q: 3 clusters Score -979586.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -979734.062500 Penalty: 4310.475098
	Iteration 8Q: 3 clusters Score -979734.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -979854.062500 Penalty: 4310.475098
	Iteration 9Q: 3 clusters Score -979854.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -979937.500000 Penalty: 4310.475098
	Iteration 10Q: 3 clusters Score -979937.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -980009.000000 Penalty: 4310.475098
	Iteration 11Q: 3 clusters Score -980009 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -980073.125000 Penalty: 4310.475098
	Iteration 12Q: 3 clusters Score -980073.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -980136.625000 Penalty: 4310.475098
	Iteration 13Q: 3 clusters Score -980136.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -980201.687500 Penalty: 4310.475098
	Iteration 14Q: 3 clusters Score -980201.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -980256.125000 Penalty: 4310.475098
	Iteration 15Q: 3 clusters Score -980256.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -980304.062500 Penalty: 4310.475098
	Iteration 16Q: 3 clusters Score -980304.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -980360.750000 Penalty: 4310.475098
	Iteration 17Q: 3 clusters Score -980360.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -980403.312500 Penalty: 4310.475098
	Iteration 18Q: 3 clusters Score -980403.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -980440.500000 Penalty: 4310.475098
	Iteration 19Q: 3 clusters Score -980440.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -980474.687500 Penalty: 4310.475098
	Iteration 20F: 3 clusters Score -980474.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -980508.125000 Penalty: 4310.475098
	Iteration 21Q: 3 clusters Score -980508.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -980539.625000 Penalty: 4310.475098
	Iteration 22Q: 3 clusters Score -980539.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -980564.125000 Penalty: 4310.475098
	Iteration 23Q: 3 clusters Score -980564.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -980578.125000 Penalty: 4310.475098
	Iteration 24Q: 3 clusters Score -980578.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -980588.437500 Penalty: 4310.475098
	Iteration 25Q: 3 clusters Score -980588.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -980599.625000 Penalty: 4310.475098
	Iteration 26Q: 3 clusters Score -980599.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -980603.937500 Penalty: 4310.475098
	Iteration 27Q: 3 clusters Score -980603.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -980609.625000 Penalty: 4310.475098
	Iteration 28Q: 3 clusters Score -980609.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -980612.375000 Penalty: 4310.475098
	Iteration 29Q: 3 clusters Score -980612.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -980616.687500 Penalty: 4310.475098
	Iteration 30Q: 3 clusters Score -980616.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -980618.687500 Penalty: 4310.475098
	Iteration 31Q: 3 clusters Score -980618.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -980618.937500 Penalty: 4310.475098
	Iteration 32Q: 3 clusters Score -980618.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -980622.312500 Penalty: 4310.475098
	Iteration 33Q: 3 clusters Score -980622.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -980622.312500 Penalty: 4310.475098
	Iteration 34Q: 3 clusters Score -980622.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -980623.125000 Penalty: 4310.475098
	Iteration 35Q: 3 clusters Score -980623.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -980625.375000 Penalty: 4310.475098
	Iteration 36Q: 3 clusters Score -980625.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -980625.375000 Penalty: 4310.475098
	Iteration 37F: 3 clusters Score -980625.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Entering Unmasked Estep 
Score: -1317244.875000 Penalty: 2217.697998
	Iteration 0F: 2 clusters Score -1317245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1311021.625000 Penalty: 4435.395996
	Iteration 0F: 3 clusters Score -1311022 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1312699.250000 Penalty: 4435.395996
	Iteration 1F: 3 clusters Score -1312699 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1313036.875000 Penalty: 4435.395996
	Iteration 2F: 3 clusters Score -1313037 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1313262.750000 Penalty: 4435.395996
	Iteration 3F: 3 clusters Score -1313263 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1313462.750000 Penalty: 4435.395996
	Iteration 4Q: 3 clusters Score -1313463 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1313641.875000 Penalty: 4435.395996
	Iteration 5Q: 3 clusters Score -1313642 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1313825.875000 Penalty: 4435.395996
	Iteration 6Q: 3 clusters Score -1313826 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1314010.500000 Penalty: 4435.395996
	Iteration 7Q: 3 clusters Score -1314010 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1314206.000000 Penalty: 4435.395996
	Iteration 8Q: 3 clusters Score -1314206 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1314437.625000 Penalty: 4435.395996
	Iteration 9Q: 3 clusters Score -1314438 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1314634.000000 Penalty: 4435.395996
	Iteration 10Q: 3 clusters Score -1314634 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1314794.500000 Penalty: 4435.395996
	Iteration 11Q: 3 clusters Score -1314794 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1314915.625000 Penalty: 4435.395996
	Iteration 12Q: 3 clusters Score -1314916 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1315002.750000 Penalty: 4435.395996
	Iteration 13Q: 3 clusters Score -1315003 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1315062.125000 Penalty: 4435.395996
	Iteration 14Q: 3 clusters Score -1315062 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1315108.625000 Penalty: 4435.395996
	Iteration 15Q: 3 clusters Score -1315109 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1315137.000000 Penalty: 4435.395996
	Iteration 16Q: 3 clusters Score -1315137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1315156.750000 Penalty: 4435.395996
	Iteration 17Q: 3 clusters Score -1315157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1315174.125000 Penalty: 4435.395996
	Iteration 18Q: 3 clusters Score -1315174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1315194.375000 Penalty: 4435.395996
	Iteration 19Q: 3 clusters Score -1315194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1315202.375000 Penalty: 4435.395996
	Iteration 20F: 3 clusters Score -1315202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1315215.875000 Penalty: 4435.395996
	Iteration 21Q: 3 clusters Score -1315216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1315231.875000 Penalty: 4435.395996
	Iteration 22Q: 3 clusters Score -1315232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1315254.500000 Penalty: 4435.395996
	Iteration 23Q: 3 clusters Score -1315254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1315267.875000 Penalty: 4435.395996
	Iteration 24Q: 3 clusters Score -1315268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1315271.625000 Penalty: 4435.395996
	Iteration 25Q: 3 clusters Score -1315272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1315283.000000 Penalty: 4435.395996
	Iteration 26Q: 3 clusters Score -1315283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1315299.375000 Penalty: 4435.395996
	Iteration 27Q: 3 clusters Score -1315299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1315318.125000 Penalty: 4435.395996
	Iteration 28Q: 3 clusters Score -1315318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1315327.500000 Penalty: 4435.395996
	Iteration 29Q: 3 clusters Score -1315328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1315329.875000 Penalty: 4435.395996
	Iteration 30Q: 3 clusters Score -1315330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1315335.375000 Penalty: 4435.395996
	Iteration 31Q: 3 clusters Score -1315335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1315335.875000 Penalty: 4435.395996
	Iteration 32Q: 3 clusters Score -1315336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1315341.500000 Penalty: 4435.395996
	Iteration 33Q: 3 clusters Score -1315342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1315350.125000 Penalty: 4435.395996
	Iteration 34Q: 3 clusters Score -1315350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1315353.750000 Penalty: 4435.395996
	Iteration 35Q: 3 clusters Score -1315354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1315357.250000 Penalty: 4435.395996
	Iteration 36Q: 3 clusters Score -1315357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1315357.750000 Penalty: 4435.395996
	Iteration 37Q: 3 clusters Score -1315358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1315361.625000 Penalty: 4435.395996
	Iteration 38Q: 3 clusters Score -1315362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1315361.000000 Penalty: 4435.395996
	Iteration 39Q: 3 clusters Score -1315361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1315361.000000 Penalty: 4435.395996
	Iteration 40F: 3 clusters Score -1315361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Entering Unmasked Estep 
Score: -293573.281250 Penalty: 1870.600464
	Iteration 0F: 2 clusters Score -293573.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -291081.968750 Penalty: 3741.200928
	Iteration 0F: 3 clusters Score -291082 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -291648.656250 Penalty: 3741.200928
	Iteration 1F: 3 clusters Score -291648.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -291821.312500 Penalty: 3741.200928
	Iteration 2F: 3 clusters Score -291821.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -291947.562500 Penalty: 3741.200928
	Iteration 3F: 3 clusters Score -291947.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -292038.750000 Penalty: 3741.200928
	Iteration 4Q: 3 clusters Score -292038.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -292140.031250 Penalty: 3741.200928
	Iteration 5Q: 3 clusters Score -292140 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -292238.906250 Penalty: 3741.200928
	Iteration 6Q: 3 clusters Score -292238.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -292302.750000 Penalty: 3741.200928
	Iteration 7Q: 3 clusters Score -292302.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -292353.406250 Penalty: 3741.200928
	Iteration 8Q: 3 clusters Score -292353.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -292405.625000 Penalty: 3741.200928
	Iteration 9Q: 3 clusters Score -292405.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -292452.906250 Penalty: 3741.200928
	Iteration 10Q: 3 clusters Score -292452.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -292479.187500 Penalty: 3741.200928
	Iteration 11Q: 3 clusters Score -292479.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -292500.687500 Penalty: 3741.200928
	Iteration 12Q: 3 clusters Score -292500.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -292512.125000 Penalty: 3741.200928
	Iteration 13Q: 3 clusters Score -292512.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -292520.718750 Penalty: 3741.200928
	Iteration 14Q: 3 clusters Score -292520.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -292532.312500 Penalty: 3741.200928
	Iteration 15Q: 3 clusters Score -292532.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -292540.625000 Penalty: 3741.200928
	Iteration 16Q: 3 clusters Score -292540.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -292554.187500 Penalty: 3741.200928
	Iteration 17Q: 3 clusters Score -292554.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -292563.562500 Penalty: 3741.200928
	Iteration 18Q: 3 clusters Score -292563.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -292569.218750 Penalty: 3741.200928
	Iteration 19Q: 3 clusters Score -292569.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -292574.312500 Penalty: 3741.200928
	Iteration 20F: 3 clusters Score -292574.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -292575.718750 Penalty: 3741.200928
	Iteration 21Q: 3 clusters Score -292575.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -292576.062500 Penalty: 3741.200928
	Iteration 22Q: 3 clusters Score -292576.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -292576.062500 Penalty: 3741.200928
	Iteration 23F: 3 clusters Score -292576.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Entering Unmasked Estep 
Score: -5456275.000000 Penalty: 2566.307129
	Iteration 0F: 2 clusters Score -5456275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -5434896.000000 Penalty: 5132.614258
	Iteration 0F: 3 clusters Score -5434896 nChanged 14099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -5442441.000000 Penalty: 5132.614258
	Iteration 1F: 3 clusters Score -5442441 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -5442817.000000 Penalty: 5132.614258
	Iteration 2Q: 3 clusters Score -5442817 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -5443180.000000 Penalty: 5132.614258
	Iteration 3Q: 3 clusters Score -5443180 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -5443433.000000 Penalty: 5132.614258
	Iteration 4Q: 3 clusters Score -5443433 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -5443733.500000 Penalty: 5132.614258
	Iteration 5Q: 3 clusters Score -5443734 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -5443969.000000 Penalty: 5132.614258
	Iteration 6Q: 3 clusters Score -5443969 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -5444235.500000 Penalty: 5132.614258
	Iteration 7Q: 3 clusters Score -5444236 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -5444464.500000 Penalty: 5132.614258
	Iteration 8Q: 3 clusters Score -5444464 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -5444729.000000 Penalty: 5132.614258
	Iteration 9Q: 3 clusters Score -5444729 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -5445047.000000 Penalty: 5132.614258
	Iteration 10Q: 3 clusters Score -5445047 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -5445438.000000 Penalty: 5132.614258
	Iteration 11Q: 3 clusters Score -5445438 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -5445981.500000 Penalty: 5132.614258
	Iteration 12Q: 3 clusters Score -5445982 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -5446734.500000 Penalty: 5132.614258
	Iteration 13Q: 3 clusters Score -5446734 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -5447746.000000 Penalty: 5132.614258
	Iteration 14Q: 3 clusters Score -5447746 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -5448890.000000 Penalty: 5132.614258
	Iteration 15Q: 3 clusters Score -5448890 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -5449921.500000 Penalty: 5132.614258
	Iteration 16Q: 3 clusters Score -5449922 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -5450761.000000 Penalty: 5132.614258
	Iteration 17Q: 3 clusters Score -5450761 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -5451368.500000 Penalty: 5132.614258
	Iteration 18Q: 3 clusters Score -5451368 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -5451864.000000 Penalty: 5132.614258
	Iteration 19Q: 3 clusters Score -5451864 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -5452313.000000 Penalty: 5132.614258
	Iteration 20F: 3 clusters Score -5452313 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -5452644.000000 Penalty: 5132.614258
	Iteration 21Q: 3 clusters Score -5452644 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5452975.500000 Penalty: 5132.614258
	Iteration 22Q: 3 clusters Score -5452976 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -5453232.000000 Penalty: 5132.614258
	Iteration 23Q: 3 clusters Score -5453232 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5453469.000000 Penalty: 5132.614258
	Iteration 24Q: 3 clusters Score -5453469 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5453628.000000 Penalty: 5132.614258
	Iteration 25Q: 3 clusters Score -5453628 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5453747.000000 Penalty: 5132.614258
	Iteration 26Q: 3 clusters Score -5453747 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5453823.000000 Penalty: 5132.614258
	Iteration 27Q: 3 clusters Score -5453823 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5453888.000000 Penalty: 5132.614258
	Iteration 28Q: 3 clusters Score -5453888 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5453935.500000 Penalty: 5132.614258
	Iteration 29Q: 3 clusters Score -5453936 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5453979.500000 Penalty: 5132.614258
	Iteration 30Q: 3 clusters Score -5453980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5453999.500000 Penalty: 5132.614258
	Iteration 31Q: 3 clusters Score -5454000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5454033.500000 Penalty: 5132.614258
	Iteration 32Q: 3 clusters Score -5454034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5454055.000000 Penalty: 5132.614258
	Iteration 33Q: 3 clusters Score -5454055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5454079.500000 Penalty: 5132.614258
	Iteration 34Q: 3 clusters Score -5454080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5454088.500000 Penalty: 5132.614258
	Iteration 35Q: 3 clusters Score -5454088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5454093.500000 Penalty: 5132.614258
	Iteration 36Q: 3 clusters Score -5454094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5454106.500000 Penalty: 5132.614258
	Iteration 37Q: 3 clusters Score -5454106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5454117.500000 Penalty: 5132.614258
	Iteration 38Q: 3 clusters Score -5454118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5454111.500000 Penalty: 5132.614258
	Iteration 39Q: 3 clusters Score -5454112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5454115.000000 Penalty: 5132.614258
	Iteration 40F: 3 clusters Score -5454115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5454122.000000 Penalty: 5132.614258
	Iteration 41Q: 3 clusters Score -5454122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5454120.500000 Penalty: 5132.614258
	Iteration 42Q: 3 clusters Score -5454120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5454127.500000 Penalty: 5132.614258
	Iteration 43Q: 3 clusters Score -5454128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5454130.000000 Penalty: 5132.614258
	Iteration 44Q: 3 clusters Score -5454130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5454130.000000 Penalty: 5132.614258
	Iteration 45F: 3 clusters Score -5454130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -20182.230469 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -20182.23 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 93 members 
Entering Unmasked Estep 
Score: -19321.207031 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -19321.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19487.562500 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -19487.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19556.392578 Penalty: 2561.733887
	Iteration 2F: 3 clusters Score -19556.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19595.035156 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -19595.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19603.560547 Penalty: 2561.733887
	Iteration 4Q: 3 clusters Score -19603.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19606.539062 Penalty: 2561.733887
	Iteration 5Q: 3 clusters Score -19606.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19614.921875 Penalty: 2561.733887
	Iteration 6Q: 3 clusters Score -19614.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19615.992188 Penalty: 2561.733887
	Iteration 7Q: 3 clusters Score -19615.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19621.875000 Penalty: 2561.733887
	Iteration 8Q: 3 clusters Score -19621.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19621.875000 Penalty: 2561.733887
	Iteration 9F: 3 clusters Score -19621.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Entering Unmasked Estep 
Score: -1100505.375000 Penalty: 2179.533203
	Iteration 0F: 2 clusters Score -1100505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1095073.000000 Penalty: 4359.066406
	Iteration 0F: 3 clusters Score -1095073 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1096613.250000 Penalty: 4359.066406
	Iteration 1F: 3 clusters Score -1096613 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1097123.125000 Penalty: 4359.066406
	Iteration 2F: 3 clusters Score -1097123 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1097679.625000 Penalty: 4359.066406
	Iteration 3F: 3 clusters Score -1097680 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1098200.750000 Penalty: 4359.066406
	Iteration 4F: 3 clusters Score -1098201 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1098649.375000 Penalty: 4359.066406
	Iteration 5F: 3 clusters Score -1098649 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1098926.375000 Penalty: 4359.066406
	Iteration 6F: 3 clusters Score -1098926 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1099069.125000 Penalty: 4359.066406
	Iteration 7Q: 3 clusters Score -1099069 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1099139.500000 Penalty: 4359.066406
	Iteration 8Q: 3 clusters Score -1099140 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1099165.500000 Penalty: 4359.066406
	Iteration 9Q: 3 clusters Score -1099166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1099179.000000 Penalty: 4359.066406
	Iteration 10Q: 3 clusters Score -1099179 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1099190.250000 Penalty: 4359.066406
	Iteration 11Q: 3 clusters Score -1099190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1099198.125000 Penalty: 4359.066406
	Iteration 12Q: 3 clusters Score -1099198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1099205.875000 Penalty: 4359.066406
	Iteration 13Q: 3 clusters Score -1099206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1099206.750000 Penalty: 4359.066406
	Iteration 14Q: 3 clusters Score -1099207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1099211.750000 Penalty: 4359.066406
	Iteration 15Q: 3 clusters Score -1099212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1099215.125000 Penalty: 4359.066406
	Iteration 16Q: 3 clusters Score -1099215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1099218.375000 Penalty: 4359.066406
	Iteration 17Q: 3 clusters Score -1099218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1099219.125000 Penalty: 4359.066406
	Iteration 18Q: 3 clusters Score -1099219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1099222.000000 Penalty: 4359.066406
	Iteration 19Q: 3 clusters Score -1099222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1099223.125000 Penalty: 4359.066406
	Iteration 20F: 3 clusters Score -1099223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1099225.250000 Penalty: 4359.066406
	Iteration 21Q: 3 clusters Score -1099225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1099224.875000 Penalty: 4359.066406
	Iteration 22Q: 3 clusters Score -1099225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1099228.625000 Penalty: 4359.066406
	Iteration 23Q: 3 clusters Score -1099229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1099228.250000 Penalty: 4359.066406
	Iteration 24Q: 3 clusters Score -1099228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1099229.875000 Penalty: 4359.066406
	Iteration 25Q: 3 clusters Score -1099230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1099229.875000 Penalty: 4359.066406
	Iteration 26F: 3 clusters Score -1099230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Entering Unmasked Estep 
Score: -5584408.500000 Penalty: 2581.897461
	Iteration 0F: 2 clusters Score -5584408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -5561927.000000 Penalty: 5163.794922
	Iteration 0F: 3 clusters Score -5561927 nChanged 14923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -5570033.500000 Penalty: 5163.794922
	Iteration 1F: 3 clusters Score -5570034 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -5570684.500000 Penalty: 5163.794922
	Iteration 2Q: 3 clusters Score -5570684 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -5571379.500000 Penalty: 5163.794922
	Iteration 3Q: 3 clusters Score -5571380 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -5572254.000000 Penalty: 5163.794922
	Iteration 4F: 3 clusters Score -5572254 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -5573625.000000 Penalty: 5163.794922
	Iteration 5F: 3 clusters Score -5573625 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -5575408.500000 Penalty: 5163.794922
	Iteration 6F: 3 clusters Score -5575408 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -5577455.500000 Penalty: 5163.794922
	Iteration 7F: 3 clusters Score -5577456 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -5579325.500000 Penalty: 5163.794922
	Iteration 8F: 3 clusters Score -5579326 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -5580642.000000 Penalty: 5163.794922
	Iteration 9Q: 3 clusters Score -5580642 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5581349.500000 Penalty: 5163.794922
	Iteration 10Q: 3 clusters Score -5581350 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5581791.500000 Penalty: 5163.794922
	Iteration 11Q: 3 clusters Score -5581792 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5582038.000000 Penalty: 5163.794922
	Iteration 12Q: 3 clusters Score -5582038 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5582176.500000 Penalty: 5163.794922
	Iteration 13Q: 3 clusters Score -5582176 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5582224.000000 Penalty: 5163.794922
	Iteration 14Q: 3 clusters Score -5582224 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5582266.000000 Penalty: 5163.794922
	Iteration 15Q: 3 clusters Score -5582266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5582309.500000 Penalty: 5163.794922
	Iteration 16Q: 3 clusters Score -5582310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5582333.500000 Penalty: 5163.794922
	Iteration 17Q: 3 clusters Score -5582334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5582339.000000 Penalty: 5163.794922
	Iteration 18Q: 3 clusters Score -5582339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5582362.000000 Penalty: 5163.794922
	Iteration 19Q: 3 clusters Score -5582362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5582358.000000 Penalty: 5163.794922
	Iteration 20F: 3 clusters Score -5582358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5582359.000000 Penalty: 5163.794922
	Iteration 21Q: 3 clusters Score -5582359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5582366.500000 Penalty: 5163.794922
	Iteration 22Q: 3 clusters Score -5582366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5582369.000000 Penalty: 5163.794922
	Iteration 23Q: 3 clusters Score -5582369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5582373.500000 Penalty: 5163.794922
	Iteration 24Q: 3 clusters Score -5582374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5582373.500000 Penalty: 5163.794922
	Iteration 25Q: 3 clusters Score -5582374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5582379.000000 Penalty: 5163.794922
	Iteration 26Q: 3 clusters Score -5582379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5582381.500000 Penalty: 5163.794922
	Iteration 27Q: 3 clusters Score -5582382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5582386.000000 Penalty: 5163.794922
	Iteration 28Q: 3 clusters Score -5582386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5582393.000000 Penalty: 5163.794922
	Iteration 29Q: 3 clusters Score -5582393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5582386.000000 Penalty: 5163.794922
	Iteration 30Q: 3 clusters Score -5582386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5582380.000000 Penalty: 5163.794922
	Iteration 31Q: 3 clusters Score -5582380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5582380.000000 Penalty: 5163.794922
	Iteration 32F: 3 clusters Score -5582380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Entering Unmasked Estep 
Score: -606621.062500 Penalty: 2030.863770
	Iteration 0F: 2 clusters Score -606621.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -603013.125000 Penalty: 4061.727539
	Iteration 0F: 3 clusters Score -603013.1 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -603866.125000 Penalty: 4061.727539
	Iteration 1F: 3 clusters Score -603866.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -604114.937500 Penalty: 4061.727539
	Iteration 2F: 3 clusters Score -604114.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -604318.625000 Penalty: 4061.727539
	Iteration 3F: 3 clusters Score -604318.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -604502.687500 Penalty: 4061.727539
	Iteration 4F: 3 clusters Score -604502.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -604706.687500 Penalty: 4061.727539
	Iteration 5F: 3 clusters Score -604706.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -604931.500000 Penalty: 4061.727539
	Iteration 6F: 3 clusters Score -604931.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -605180.062500 Penalty: 4061.727539
	Iteration 7F: 3 clusters Score -605180.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -605373.312500 Penalty: 4061.727539
	Iteration 8Q: 3 clusters Score -605373.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -605502.937500 Penalty: 4061.727539
	Iteration 9Q: 3 clusters Score -605502.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -605560.500000 Penalty: 4061.727539
	Iteration 10Q: 3 clusters Score -605560.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -605586.937500 Penalty: 4061.727539
	Iteration 11Q: 3 clusters Score -605586.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -605607.187500 Penalty: 4061.727539
	Iteration 12Q: 3 clusters Score -605607.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -605623.125000 Penalty: 4061.727539
	Iteration 13Q: 3 clusters Score -605623.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -605632.875000 Penalty: 4061.727539
	Iteration 14Q: 3 clusters Score -605632.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -605640.125000 Penalty: 4061.727539
	Iteration 15Q: 3 clusters Score -605640.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -605646.250000 Penalty: 4061.727539
	Iteration 16Q: 3 clusters Score -605646.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -605649.625000 Penalty: 4061.727539
	Iteration 17Q: 3 clusters Score -605649.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -605655.250000 Penalty: 4061.727539
	Iteration 18Q: 3 clusters Score -605655.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -605656.312500 Penalty: 4061.727539
	Iteration 19Q: 3 clusters Score -605656.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -605658.687500 Penalty: 4061.727539
	Iteration 20F: 3 clusters Score -605658.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -605658.625000 Penalty: 4061.727539
	Iteration 21Q: 3 clusters Score -605658.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -605661.687500 Penalty: 4061.727539
	Iteration 22Q: 3 clusters Score -605661.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -605666.562500 Penalty: 4061.727539
	Iteration 23Q: 3 clusters Score -605666.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -605671.062500 Penalty: 4061.727539
	Iteration 24Q: 3 clusters Score -605671.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -605672.875000 Penalty: 4061.727539
	Iteration 25Q: 3 clusters Score -605672.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -605674.062500 Penalty: 4061.727539
	Iteration 26Q: 3 clusters Score -605674.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -605674.062500 Penalty: 4061.727539
	Iteration 27F: 3 clusters Score -605674.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Entering Unmasked Estep 
Score: -1733353.375000 Penalty: 2292.504395
	Iteration 0F: 2 clusters Score -1733353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1725517.500000 Penalty: 4585.008789
	Iteration 0F: 3 clusters Score -1725518 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1727854.750000 Penalty: 4585.008789
	Iteration 1F: 3 clusters Score -1727855 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1728211.125000 Penalty: 4585.008789
	Iteration 2F: 3 clusters Score -1728211 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1728519.750000 Penalty: 4585.008789
	Iteration 3F: 3 clusters Score -1728520 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1728805.375000 Penalty: 4585.008789
	Iteration 4Q: 3 clusters Score -1728805 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1729108.500000 Penalty: 4585.008789
	Iteration 5Q: 3 clusters Score -1729108 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1729362.250000 Penalty: 4585.008789
	Iteration 6Q: 3 clusters Score -1729362 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1729603.125000 Penalty: 4585.008789
	Iteration 7Q: 3 clusters Score -1729603 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1729838.750000 Penalty: 4585.008789
	Iteration 8Q: 3 clusters Score -1729839 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1730042.625000 Penalty: 4585.008789
	Iteration 9Q: 3 clusters Score -1730043 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1730218.625000 Penalty: 4585.008789
	Iteration 10Q: 3 clusters Score -1730219 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1730375.875000 Penalty: 4585.008789
	Iteration 11Q: 3 clusters Score -1730376 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1730517.875000 Penalty: 4585.008789
	Iteration 12Q: 3 clusters Score -1730518 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1730664.000000 Penalty: 4585.008789
	Iteration 13Q: 3 clusters Score -1730664 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1730818.250000 Penalty: 4585.008789
	Iteration 14Q: 3 clusters Score -1730818 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1730951.375000 Penalty: 4585.008789
	Iteration 15Q: 3 clusters Score -1730951 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1731075.250000 Penalty: 4585.008789
	Iteration 16Q: 3 clusters Score -1731075 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1731195.250000 Penalty: 4585.008789
	Iteration 17Q: 3 clusters Score -1731195 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1731299.000000 Penalty: 4585.008789
	Iteration 18Q: 3 clusters Score -1731299 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1731374.750000 Penalty: 4585.008789
	Iteration 19Q: 3 clusters Score -1731375 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1731437.250000 Penalty: 4585.008789
	Iteration 20F: 3 clusters Score -1731437 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1731479.125000 Penalty: 4585.008789
	Iteration 21Q: 3 clusters Score -1731479 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1731500.875000 Penalty: 4585.008789
	Iteration 22Q: 3 clusters Score -1731501 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1731521.625000 Penalty: 4585.008789
	Iteration 23Q: 3 clusters Score -1731522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1731533.375000 Penalty: 4585.008789
	Iteration 24Q: 3 clusters Score -1731533 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1731545.500000 Penalty: 4585.008789
	Iteration 25Q: 3 clusters Score -1731546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1731552.750000 Penalty: 4585.008789
	Iteration 26Q: 3 clusters Score -1731553 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1731553.875000 Penalty: 4585.008789
	Iteration 27Q: 3 clusters Score -1731554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1731560.750000 Penalty: 4585.008789
	Iteration 28Q: 3 clusters Score -1731561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1731566.750000 Penalty: 4585.008789
	Iteration 29Q: 3 clusters Score -1731567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1731570.625000 Penalty: 4585.008789
	Iteration 30Q: 3 clusters Score -1731571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1731575.750000 Penalty: 4585.008789
	Iteration 31Q: 3 clusters Score -1731576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1731575.000000 Penalty: 4585.008789
	Iteration 32Q: 3 clusters Score -1731575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1731582.125000 Penalty: 4585.008789
	Iteration 33Q: 3 clusters Score -1731582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1731584.750000 Penalty: 4585.008789
	Iteration 34Q: 3 clusters Score -1731585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1731591.500000 Penalty: 4585.008789
	Iteration 35Q: 3 clusters Score -1731592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1731593.875000 Penalty: 4585.008789
	Iteration 36Q: 3 clusters Score -1731594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1731598.875000 Penalty: 4585.008789
	Iteration 37Q: 3 clusters Score -1731599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1731602.750000 Penalty: 4585.008789
	Iteration 38Q: 3 clusters Score -1731603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1731604.125000 Penalty: 4585.008789
	Iteration 39Q: 3 clusters Score -1731604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1731599.500000 Penalty: 4585.008789
	Iteration 40F: 3 clusters Score -1731600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1731599.000000 Penalty: 4585.008789
	Iteration 41Q: 3 clusters Score -1731599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1731604.375000 Penalty: 4585.008789
	Iteration 42Q: 3 clusters Score -1731604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1731606.500000 Penalty: 4585.008789
	Iteration 43Q: 3 clusters Score -1731606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1731611.125000 Penalty: 4585.008789
	Iteration 44Q: 3 clusters Score -1731611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1731612.375000 Penalty: 4585.008789
	Iteration 45Q: 3 clusters Score -1731612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1731611.375000 Penalty: 4585.008789
	Iteration 46Q: 3 clusters Score -1731611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1731613.250000 Penalty: 4585.008789
	Iteration 47Q: 3 clusters Score -1731613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1731611.500000 Penalty: 4585.008789
	Iteration 48Q: 3 clusters Score -1731612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1731617.750000 Penalty: 4585.008789
	Iteration 49Q: 3 clusters Score -1731618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1731624.625000 Penalty: 4585.008789
	Iteration 50Q: 3 clusters Score -1731625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1731629.750000 Penalty: 4585.008789
	Iteration 51Q: 3 clusters Score -1731630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1731632.250000 Penalty: 4585.008789
	Iteration 52Q: 3 clusters Score -1731632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1731641.125000 Penalty: 4585.008789
	Iteration 53Q: 3 clusters Score -1731641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1731641.625000 Penalty: 4585.008789
	Iteration 54Q: 3 clusters Score -1731642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1731645.125000 Penalty: 4585.008789
	Iteration 55Q: 3 clusters Score -1731645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1731653.875000 Penalty: 4585.008789
	Iteration 56Q: 3 clusters Score -1731654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1731658.375000 Penalty: 4585.008789
	Iteration 57Q: 3 clusters Score -1731658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1731670.000000 Penalty: 4585.008789
	Iteration 58Q: 3 clusters Score -1731670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1731690.250000 Penalty: 4585.008789
	Iteration 59Q: 3 clusters Score -1731690 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1731717.875000 Penalty: 4585.008789
	Iteration 60F: 3 clusters Score -1731718 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1731765.125000 Penalty: 4585.008789
	Iteration 61Q: 3 clusters Score -1731765 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1731833.375000 Penalty: 4585.008789
	Iteration 62Q: 3 clusters Score -1731833 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1731949.875000 Penalty: 4585.008789
	Iteration 63Q: 3 clusters Score -1731950 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1732150.500000 Penalty: 4585.008789
	Iteration 64Q: 3 clusters Score -1732150 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1732303.625000 Penalty: 4585.008789
	Iteration 65Q: 3 clusters Score -1732304 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1732392.000000 Penalty: 4585.008789
	Iteration 66Q: 3 clusters Score -1732392 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1732437.250000 Penalty: 4585.008789
	Iteration 67Q: 3 clusters Score -1732437 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1732457.375000 Penalty: 4585.008789
	Iteration 68Q: 3 clusters Score -1732457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1732468.000000 Penalty: 4585.008789
	Iteration 69Q: 3 clusters Score -1732468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1732471.875000 Penalty: 4585.008789
	Iteration 70Q: 3 clusters Score -1732472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1732473.375000 Penalty: 4585.008789
	Iteration 71Q: 3 clusters Score -1732473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1732480.375000 Penalty: 4585.008789
	Iteration 72Q: 3 clusters Score -1732480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1732480.250000 Penalty: 4585.008789
	Iteration 73Q: 3 clusters Score -1732480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1732480.250000 Penalty: 4585.008789
	Iteration 74Q: 3 clusters Score -1732480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1732483.250000 Penalty: 4585.008789
	Iteration 75Q: 3 clusters Score -1732483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1732487.250000 Penalty: 4585.008789
	Iteration 76Q: 3 clusters Score -1732487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1732486.750000 Penalty: 4585.008789
	Iteration 77Q: 3 clusters Score -1732487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1732488.750000 Penalty: 4585.008789
	Iteration 78Q: 3 clusters Score -1732489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1732489.875000 Penalty: 4585.008789
	Iteration 79Q: 3 clusters Score -1732490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1732493.000000 Penalty: 4585.008789
	Iteration 80F: 3 clusters Score -1732493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1732492.625000 Penalty: 4585.008789
	Iteration 81Q: 3 clusters Score -1732493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1732492.625000 Penalty: 4585.008789
	Iteration 82F: 3 clusters Score -1732493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Entering Unmasked Estep 
Score: -464434.500000 Penalty: 1969.793945
	Iteration 0F: 2 clusters Score -464434.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -461311.281250 Penalty: 3939.587891
	Iteration 0F: 3 clusters Score -461311.3 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -461920.625000 Penalty: 3939.587891
	Iteration 1F: 3 clusters Score -461920.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -462050.062500 Penalty: 3939.587891
	Iteration 2F: 3 clusters Score -462050.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -462152.875000 Penalty: 3939.587891
	Iteration 3Q: 3 clusters Score -462152.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -462231.031250 Penalty: 3939.587891
	Iteration 4Q: 3 clusters Score -462231 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -462294.156250 Penalty: 3939.587891
	Iteration 5Q: 3 clusters Score -462294.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -462360.343750 Penalty: 3939.587891
	Iteration 6Q: 3 clusters Score -462360.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -462422.281250 Penalty: 3939.587891
	Iteration 7Q: 3 clusters Score -462422.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -462487.531250 Penalty: 3939.587891
	Iteration 8Q: 3 clusters Score -462487.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -462574.750000 Penalty: 3939.587891
	Iteration 9Q: 3 clusters Score -462574.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -462651.718750 Penalty: 3939.587891
	Iteration 10Q: 3 clusters Score -462651.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -462717.468750 Penalty: 3939.587891
	Iteration 11Q: 3 clusters Score -462717.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -462778.156250 Penalty: 3939.587891
	Iteration 12Q: 3 clusters Score -462778.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -462842.062500 Penalty: 3939.587891
	Iteration 13Q: 3 clusters Score -462842.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -462886.656250 Penalty: 3939.587891
	Iteration 14Q: 3 clusters Score -462886.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -462926.375000 Penalty: 3939.587891
	Iteration 15Q: 3 clusters Score -462926.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -462958.468750 Penalty: 3939.587891
	Iteration 16Q: 3 clusters Score -462958.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -462984.250000 Penalty: 3939.587891
	Iteration 17Q: 3 clusters Score -462984.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -463000.531250 Penalty: 3939.587891
	Iteration 18Q: 3 clusters Score -463000.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -463012.687500 Penalty: 3939.587891
	Iteration 19Q: 3 clusters Score -463012.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -463022.250000 Penalty: 3939.587891
	Iteration 20F: 3 clusters Score -463022.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -463030.562500 Penalty: 3939.587891
	Iteration 21Q: 3 clusters Score -463030.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -463040.281250 Penalty: 3939.587891
	Iteration 22Q: 3 clusters Score -463040.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -463048.500000 Penalty: 3939.587891
	Iteration 23Q: 3 clusters Score -463048.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -463054.250000 Penalty: 3939.587891
	Iteration 24Q: 3 clusters Score -463054.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -463058.187500 Penalty: 3939.587891
	Iteration 25Q: 3 clusters Score -463058.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -463061.218750 Penalty: 3939.587891
	Iteration 26Q: 3 clusters Score -463061.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -463063.468750 Penalty: 3939.587891
	Iteration 27Q: 3 clusters Score -463063.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -463065.750000 Penalty: 3939.587891
	Iteration 28Q: 3 clusters Score -463065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -463067.281250 Penalty: 3939.587891
	Iteration 29Q: 3 clusters Score -463067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -463068.687500 Penalty: 3939.587891
	Iteration 30Q: 3 clusters Score -463068.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -463068.406250 Penalty: 3939.587891
	Iteration 31Q: 3 clusters Score -463068.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -463069.218750 Penalty: 3939.587891
	Iteration 32Q: 3 clusters Score -463069.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -463070.156250 Penalty: 3939.587891
	Iteration 33Q: 3 clusters Score -463070.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -463071.937500 Penalty: 3939.587891
	Iteration 34Q: 3 clusters Score -463071.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -463072.312500 Penalty: 3939.587891
	Iteration 35Q: 3 clusters Score -463072.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -463072.687500 Penalty: 3939.587891
	Iteration 36Q: 3 clusters Score -463072.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -463072.687500 Penalty: 3939.587891
	Iteration 37F: 3 clusters Score -463072.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -175205.093750 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -175205.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -173210.109375 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -173210.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -173689.625000 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -173689.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -173959.109375 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -173959.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -174190.750000 Penalty: 3478.009277
	Iteration 3F: 3 clusters Score -174190.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -174332.640625 Penalty: 3478.009277
	Iteration 4F: 3 clusters Score -174332.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -174501.265625 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -174501.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -174856.531250 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -174856.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -175123.546875 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -175123.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -175212.125000 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -175212.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -175264.093750 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -175264.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -175298.656250 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -175298.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -175313.687500 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -175313.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -175321.781250 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -175321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -175322.453125 Penalty: 3478.009277
	Iteration 13Q: 3 clusters Score -175322.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -175323.843750 Penalty: 3478.009277
	Iteration 14Q: 3 clusters Score -175323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -175327.156250 Penalty: 3478.009277
	Iteration 15Q: 3 clusters Score -175327.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -175327.718750 Penalty: 3478.009277
	Iteration 16Q: 3 clusters Score -175327.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -175327.718750 Penalty: 3478.009277
	Iteration 17F: 3 clusters Score -175327.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 34769 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60549 members 
Mstep: Class 5 contains 33569 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 31195 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6558 members 
Mstep: Class 12 contains 33219 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 62226 members 
Mstep: Class 18 contains 4878 members 
Mstep: Class 19 contains 13728 members 
Mstep: Class 20 contains 75259 members 
Mstep: Class 21 contains 17566 members 
Mstep: Class 22 contains 20266 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 3536 members 
Mstep: Class 26 contains 6446 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 12348 members 
Mstep: Class 33 contains 5308 members 
Mstep: Class 34 contains 52974 members 
Mstep: Class 35 contains 11695 members 
Mstep: Class 36 contains 4395 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52608 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17692 members 
Mstep: Class 42 contains 1395 members 
Mstep: Class 43 contains 711 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7459 members 
Mstep: Class 47 contains 16826 members 
Mstep: Class 48 contains 5856 members 
Mstep: Class 49 contains 1519 members 
Mstep: Class 50 contains 615 members 
Entering Unmasked Estep 
Score: -115054624.000000 Penalty: 166910.750000
Splitting cluster 16 changes total score from -115056232.000000 to -115054624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (62226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Entering Unmasked Estep 
Score: -10229755.000000 Penalty: 2737.555176
	Iteration 0F: 2 clusters Score -1.022976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -10188758.000000 Penalty: 5475.110352
	Iteration 0F: 3 clusters Score -1.018876e+07 nChanged 29024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -10205689.000000 Penalty: 5475.110352
	Iteration 1F: 3 clusters Score -1.020569e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -10206814.000000 Penalty: 5475.110352
	Iteration 2Q: 3 clusters Score -1.020681e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -10208189.000000 Penalty: 5475.110352
	Iteration 3Q: 3 clusters Score -1.020819e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -10210183.000000 Penalty: 5475.110352
	Iteration 4F: 3 clusters Score -1.021018e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -10212688.000000 Penalty: 5475.110352
	Iteration 5F: 3 clusters Score -1.021269e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -10215547.000000 Penalty: 5475.110352
	Iteration 6F: 3 clusters Score -1.021555e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -10218284.000000 Penalty: 5475.110352
	Iteration 7F: 3 clusters Score -1.021828e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -10220427.000000 Penalty: 5475.110352
	Iteration 8F: 3 clusters Score -1.022043e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -10222104.000000 Penalty: 5475.110352
	Iteration 9Q: 3 clusters Score -1.02221e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -10223381.000000 Penalty: 5475.110352
	Iteration 10Q: 3 clusters Score -1.022338e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -10224379.000000 Penalty: 5475.110352
	Iteration 11Q: 3 clusters Score -1.022438e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -10225185.000000 Penalty: 5475.110352
	Iteration 12Q: 3 clusters Score -1.022518e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57443 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -10225745.000000 Penalty: 5475.110352
	Iteration 13Q: 3 clusters Score -1.022574e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -10226328.000000 Penalty: 5475.110352
	Iteration 14Q: 3 clusters Score -1.022633e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59162 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -10226778.000000 Penalty: 5475.110352
	Iteration 15Q: 3 clusters Score -1.022678e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59721 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -10227118.000000 Penalty: 5475.110352
	Iteration 16Q: 3 clusters Score -1.022712e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60133 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -10227393.000000 Penalty: 5475.110352
	Iteration 17Q: 3 clusters Score -1.022739e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -10227542.000000 Penalty: 5475.110352
	Iteration 18Q: 3 clusters Score -1.022754e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60588 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -10227734.000000 Penalty: 5475.110352
	Iteration 19Q: 3 clusters Score -1.022773e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -10227852.000000 Penalty: 5475.110352
	Iteration 20F: 3 clusters Score -1.022785e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -10227963.000000 Penalty: 5475.110352
	Iteration 21Q: 3 clusters Score -1.022796e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -10228024.000000 Penalty: 5475.110352
	Iteration 22Q: 3 clusters Score -1.022802e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60863 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -10228075.000000 Penalty: 5475.110352
	Iteration 23Q: 3 clusters Score -1.022808e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -10228171.000000 Penalty: 5475.110352
	Iteration 24Q: 3 clusters Score -1.022817e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60898 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -10228208.000000 Penalty: 5475.110352
	Iteration 25Q: 3 clusters Score -1.022821e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60897 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -10228271.000000 Penalty: 5475.110352
	Iteration 26Q: 3 clusters Score -1.022827e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60896 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -10228297.000000 Penalty: 5475.110352
	Iteration 27Q: 3 clusters Score -1.02283e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -10228315.000000 Penalty: 5475.110352
	Iteration 28Q: 3 clusters Score -1.022832e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60868 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -10228321.000000 Penalty: 5475.110352
	Iteration 29Q: 3 clusters Score -1.022832e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60862 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -10228326.000000 Penalty: 5475.110352
	Iteration 30Q: 3 clusters Score -1.022833e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60860 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -10228359.000000 Penalty: 5475.110352
	Iteration 31Q: 3 clusters Score -1.022836e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -10228387.000000 Penalty: 5475.110352
	Iteration 32Q: 3 clusters Score -1.022839e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -10228385.000000 Penalty: 5475.110352
	Iteration 33Q: 3 clusters Score -1.022838e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -10228401.000000 Penalty: 5475.110352
	Iteration 34Q: 3 clusters Score -1.02284e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -10228409.000000 Penalty: 5475.110352
	Iteration 35Q: 3 clusters Score -1.022841e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -10228399.000000 Penalty: 5475.110352
	Iteration 36Q: 3 clusters Score -1.02284e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60795 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -10228436.000000 Penalty: 5475.110352
	Iteration 37Q: 3 clusters Score -1.022844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60788 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -10228447.000000 Penalty: 5475.110352
	Iteration 38Q: 3 clusters Score -1.022845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60783 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -10228444.000000 Penalty: 5475.110352
	Iteration 39Q: 3 clusters Score -1.022844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -10228443.000000 Penalty: 5475.110352
	Iteration 40F: 3 clusters Score -1.022844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60773 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -10228447.000000 Penalty: 5475.110352
	Iteration 41Q: 3 clusters Score -1.022845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60770 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -10228436.000000 Penalty: 5475.110352
	Iteration 42Q: 3 clusters Score -1.022844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60765 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -10228443.000000 Penalty: 5475.110352
	Iteration 43Q: 3 clusters Score -1.022844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -10228443.000000 Penalty: 5475.110352
	Iteration 44Q: 3 clusters Score -1.022844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60757 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -10228456.000000 Penalty: 5475.110352
	Iteration 45Q: 3 clusters Score -1.022846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60754 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -10228451.000000 Penalty: 5475.110352
	Iteration 46Q: 3 clusters Score -1.022845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60753 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -10228446.000000 Penalty: 5475.110352
	Iteration 47Q: 3 clusters Score -1.022845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60753 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -10228446.000000 Penalty: 5475.110352
	Iteration 48F: 3 clusters Score -1.022845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Entering Unmasked Estep 
Score: -746180.437500 Penalty: 2106.137695
	Iteration 0F: 2 clusters Score -746180.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -741797.437500 Penalty: 4212.275391
	Iteration 0F: 3 clusters Score -741797.4 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -743068.750000 Penalty: 4212.275391
	Iteration 1F: 3 clusters Score -743068.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -743609.125000 Penalty: 4212.275391
	Iteration 2F: 3 clusters Score -743609.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -744091.750000 Penalty: 4212.275391
	Iteration 3F: 3 clusters Score -744091.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -744474.625000 Penalty: 4212.275391
	Iteration 4F: 3 clusters Score -744474.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -744729.000000 Penalty: 4212.275391
	Iteration 5F: 3 clusters Score -744729 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -744909.250000 Penalty: 4212.275391
	Iteration 6Q: 3 clusters Score -744909.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -745011.125000 Penalty: 4212.275391
	Iteration 7Q: 3 clusters Score -745011.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -745084.125000 Penalty: 4212.275391
	Iteration 8Q: 3 clusters Score -745084.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -745136.375000 Penalty: 4212.275391
	Iteration 9Q: 3 clusters Score -745136.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -745170.437500 Penalty: 4212.275391
	Iteration 10Q: 3 clusters Score -745170.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -745188.750000 Penalty: 4212.275391
	Iteration 11Q: 3 clusters Score -745188.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -745202.062500 Penalty: 4212.275391
	Iteration 12Q: 3 clusters Score -745202.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -745214.875000 Penalty: 4212.275391
	Iteration 13Q: 3 clusters Score -745214.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -745226.875000 Penalty: 4212.275391
	Iteration 14Q: 3 clusters Score -745226.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -745240.187500 Penalty: 4212.275391
	Iteration 15Q: 3 clusters Score -745240.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -745254.187500 Penalty: 4212.275391
	Iteration 16Q: 3 clusters Score -745254.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -745268.750000 Penalty: 4212.275391
	Iteration 17Q: 3 clusters Score -745268.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -745282.437500 Penalty: 4212.275391
	Iteration 18Q: 3 clusters Score -745282.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -745295.312500 Penalty: 4212.275391
	Iteration 19Q: 3 clusters Score -745295.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -745312.000000 Penalty: 4212.275391
	Iteration 20F: 3 clusters Score -745312 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -745332.000000 Penalty: 4212.275391
	Iteration 21Q: 3 clusters Score -745332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -745354.312500 Penalty: 4212.275391
	Iteration 22Q: 3 clusters Score -745354.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -745383.812500 Penalty: 4212.275391
	Iteration 23Q: 3 clusters Score -745383.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -745421.625000 Penalty: 4212.275391
	Iteration 24Q: 3 clusters Score -745421.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -745467.187500 Penalty: 4212.275391
	Iteration 25Q: 3 clusters Score -745467.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -745526.250000 Penalty: 4212.275391
	Iteration 26Q: 3 clusters Score -745526.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -745595.687500 Penalty: 4212.275391
	Iteration 27Q: 3 clusters Score -745595.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -745636.250000 Penalty: 4212.275391
	Iteration 28Q: 3 clusters Score -745636.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -745656.375000 Penalty: 4212.275391
	Iteration 29Q: 3 clusters Score -745656.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -745667.500000 Penalty: 4212.275391
	Iteration 30Q: 3 clusters Score -745667.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -745672.562500 Penalty: 4212.275391
	Iteration 31Q: 3 clusters Score -745672.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -745675.437500 Penalty: 4212.275391
	Iteration 32Q: 3 clusters Score -745675.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -745678.312500 Penalty: 4212.275391
	Iteration 33Q: 3 clusters Score -745678.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -745681.312500 Penalty: 4212.275391
	Iteration 34Q: 3 clusters Score -745681.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -745680.937500 Penalty: 4212.275391
	Iteration 35Q: 3 clusters Score -745680.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -745683.125000 Penalty: 4212.275391
	Iteration 36Q: 3 clusters Score -745683.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -745682.937500 Penalty: 4212.275391
	Iteration 37Q: 3 clusters Score -745682.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -745685.625000 Penalty: 4212.275391
	Iteration 38Q: 3 clusters Score -745685.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -745684.500000 Penalty: 4212.275391
	Iteration 39Q: 3 clusters Score -745684.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -745685.562500 Penalty: 4212.275391
	Iteration 40F: 3 clusters Score -745685.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -745686.250000 Penalty: 4212.275391
	Iteration 41Q: 3 clusters Score -745686.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -745685.312500 Penalty: 4212.275391
	Iteration 42Q: 3 clusters Score -745685.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -745685.312500 Penalty: 4212.275391
	Iteration 43F: 3 clusters Score -745685.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Entering Unmasked Estep 
Score: -2318102.250000 Penalty: 2362.743896
	Iteration 0F: 2 clusters Score -2318102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2308010.500000 Penalty: 4725.487793
	Iteration 0F: 3 clusters Score -2308010 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2311128.250000 Penalty: 4725.487793
	Iteration 1F: 3 clusters Score -2311128 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2311543.250000 Penalty: 4725.487793
	Iteration 2F: 3 clusters Score -2311543 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2311854.750000 Penalty: 4725.487793
	Iteration 3F: 3 clusters Score -2311855 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2312098.750000 Penalty: 4725.487793
	Iteration 4Q: 3 clusters Score -2312099 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2312295.500000 Penalty: 4725.487793
	Iteration 5Q: 3 clusters Score -2312296 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2312506.250000 Penalty: 4725.487793
	Iteration 6Q: 3 clusters Score -2312506 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2312714.250000 Penalty: 4725.487793
	Iteration 7Q: 3 clusters Score -2312714 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2312922.250000 Penalty: 4725.487793
	Iteration 8Q: 3 clusters Score -2312922 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2313171.750000 Penalty: 4725.487793
	Iteration 9Q: 3 clusters Score -2313172 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2313425.750000 Penalty: 4725.487793
	Iteration 10Q: 3 clusters Score -2313426 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2313756.750000 Penalty: 4725.487793
	Iteration 11Q: 3 clusters Score -2313757 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2314136.500000 Penalty: 4725.487793
	Iteration 12Q: 3 clusters Score -2314136 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2314541.250000 Penalty: 4725.487793
	Iteration 13Q: 3 clusters Score -2314541 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2314957.000000 Penalty: 4725.487793
	Iteration 14Q: 3 clusters Score -2314957 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2315309.250000 Penalty: 4725.487793
	Iteration 15Q: 3 clusters Score -2315309 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2315621.000000 Penalty: 4725.487793
	Iteration 16Q: 3 clusters Score -2315621 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2315872.500000 Penalty: 4725.487793
	Iteration 17Q: 3 clusters Score -2315872 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2316087.500000 Penalty: 4725.487793
	Iteration 18Q: 3 clusters Score -2316088 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2316236.000000 Penalty: 4725.487793
	Iteration 19Q: 3 clusters Score -2316236 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2316327.500000 Penalty: 4725.487793
	Iteration 20F: 3 clusters Score -2316328 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2316378.250000 Penalty: 4725.487793
	Iteration 21Q: 3 clusters Score -2316378 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2316414.750000 Penalty: 4725.487793
	Iteration 22Q: 3 clusters Score -2316415 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2316429.750000 Penalty: 4725.487793
	Iteration 23Q: 3 clusters Score -2316430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2316454.250000 Penalty: 4725.487793
	Iteration 24Q: 3 clusters Score -2316454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2316470.250000 Penalty: 4725.487793
	Iteration 25Q: 3 clusters Score -2316470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2316482.500000 Penalty: 4725.487793
	Iteration 26Q: 3 clusters Score -2316482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2316491.500000 Penalty: 4725.487793
	Iteration 27Q: 3 clusters Score -2316492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2316501.000000 Penalty: 4725.487793
	Iteration 28Q: 3 clusters Score -2316501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2316504.000000 Penalty: 4725.487793
	Iteration 29Q: 3 clusters Score -2316504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2316505.500000 Penalty: 4725.487793
	Iteration 30Q: 3 clusters Score -2316506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2316507.250000 Penalty: 4725.487793
	Iteration 31Q: 3 clusters Score -2316507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2316509.500000 Penalty: 4725.487793
	Iteration 32Q: 3 clusters Score -2316510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2316510.750000 Penalty: 4725.487793
	Iteration 33Q: 3 clusters Score -2316511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2316510.750000 Penalty: 4725.487793
	Iteration 34Q: 3 clusters Score -2316511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2316514.750000 Penalty: 4725.487793
	Iteration 35Q: 3 clusters Score -2316515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2316517.000000 Penalty: 4725.487793
	Iteration 36Q: 3 clusters Score -2316517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2316522.500000 Penalty: 4725.487793
	Iteration 37Q: 3 clusters Score -2316522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2316520.250000 Penalty: 4725.487793
	Iteration 38Q: 3 clusters Score -2316520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2316518.000000 Penalty: 4725.487793
	Iteration 39Q: 3 clusters Score -2316518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2316519.250000 Penalty: 4725.487793
	Iteration 40F: 3 clusters Score -2316519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (75259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75259 members 
Entering Unmasked Estep 
Score: -12737035.000000 Penalty: 2784.715332
	Iteration 0F: 2 clusters Score -1.273704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -12689593.000000 Penalty: 5569.430664
	Iteration 0F: 3 clusters Score -1.268959e+07 nChanged 35535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -12709968.000000 Penalty: 5569.430664
	Iteration 1F: 3 clusters Score -1.270997e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -12710729.000000 Penalty: 5569.430664
	Iteration 2Q: 3 clusters Score -1.271073e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -12711611.000000 Penalty: 5569.430664
	Iteration 3Q: 3 clusters Score -1.271161e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -12712728.000000 Penalty: 5569.430664
	Iteration 4Q: 3 clusters Score -1.271273e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -12714161.000000 Penalty: 5569.430664
	Iteration 5Q: 3 clusters Score -1.271416e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -12716111.000000 Penalty: 5569.430664
	Iteration 6F: 3 clusters Score -1.271611e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -12718757.000000 Penalty: 5569.430664
	Iteration 7F: 3 clusters Score -1.271876e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -12721363.000000 Penalty: 5569.430664
	Iteration 8F: 3 clusters Score -1.272136e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -12723562.000000 Penalty: 5569.430664
	Iteration 9F: 3 clusters Score -1.272356e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -12724801.000000 Penalty: 5569.430664
	Iteration 10Q: 3 clusters Score -1.27248e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -12725461.000000 Penalty: 5569.430664
	Iteration 11Q: 3 clusters Score -1.272546e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -12725846.000000 Penalty: 5569.430664
	Iteration 12Q: 3 clusters Score -1.272585e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -12725977.000000 Penalty: 5569.430664
	Iteration 13Q: 3 clusters Score -1.272598e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -12726158.000000 Penalty: 5569.430664
	Iteration 14Q: 3 clusters Score -1.272616e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -12726239.000000 Penalty: 5569.430664
	Iteration 15Q: 3 clusters Score -1.272624e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -12726441.000000 Penalty: 5569.430664
	Iteration 16Q: 3 clusters Score -1.272644e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 52236 members 
Entering Unmasked Estep 
Score: -12726650.000000 Penalty: 5569.430664
	Iteration 17Q: 3 clusters Score -1.272665e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -12726760.000000 Penalty: 5569.430664
	Iteration 18Q: 3 clusters Score -1.272676e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -12726972.000000 Penalty: 5569.430664
	Iteration 19Q: 3 clusters Score -1.272697e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -12727106.000000 Penalty: 5569.430664
	Iteration 20F: 3 clusters Score -1.272711e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 55294 members 
Entering Unmasked Estep 
Score: -12727230.000000 Penalty: 5569.430664
	Iteration 21Q: 3 clusters Score -1.272723e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -12727386.000000 Penalty: 5569.430664
	Iteration 22Q: 3 clusters Score -1.272739e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -12727637.000000 Penalty: 5569.430664
	Iteration 23Q: 3 clusters Score -1.272764e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -12727817.000000 Penalty: 5569.430664
	Iteration 24Q: 3 clusters Score -1.272782e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 58457 members 
Entering Unmasked Estep 
Score: -12728046.000000 Penalty: 5569.430664
	Iteration 25Q: 3 clusters Score -1.272805e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 59237 members 
Entering Unmasked Estep 
Score: -12728259.000000 Penalty: 5569.430664
	Iteration 26Q: 3 clusters Score -1.272826e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 60056 members 
Entering Unmasked Estep 
Score: -12728525.000000 Penalty: 5569.430664
	Iteration 27Q: 3 clusters Score -1.272852e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 60851 members 
Entering Unmasked Estep 
Score: -12728784.000000 Penalty: 5569.430664
	Iteration 28Q: 3 clusters Score -1.272878e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 61615 members 
Entering Unmasked Estep 
Score: -12729020.000000 Penalty: 5569.430664
	Iteration 29Q: 3 clusters Score -1.272902e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -12729218.000000 Penalty: 5569.430664
	Iteration 30Q: 3 clusters Score -1.272922e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -12729436.000000 Penalty: 5569.430664
	Iteration 31Q: 3 clusters Score -1.272944e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 63665 members 
Entering Unmasked Estep 
Score: -12729648.000000 Penalty: 5569.430664
	Iteration 32Q: 3 clusters Score -1.272965e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -12729808.000000 Penalty: 5569.430664
	Iteration 33Q: 3 clusters Score -1.272981e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -12729990.000000 Penalty: 5569.430664
	Iteration 34Q: 3 clusters Score -1.272999e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 65591 members 
Entering Unmasked Estep 
Score: -12730237.000000 Penalty: 5569.430664
	Iteration 35Q: 3 clusters Score -1.273024e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 66242 members 
Entering Unmasked Estep 
Score: -12730466.000000 Penalty: 5569.430664
	Iteration 36Q: 3 clusters Score -1.273047e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -12730684.000000 Penalty: 5569.430664
	Iteration 37Q: 3 clusters Score -1.273068e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -12730908.000000 Penalty: 5569.430664
	Iteration 38Q: 3 clusters Score -1.273091e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -12731166.000000 Penalty: 5569.430664
	Iteration 39Q: 3 clusters Score -1.273117e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 68732 members 
Entering Unmasked Estep 
Score: -12731399.000000 Penalty: 5569.430664
	Iteration 40F: 3 clusters Score -1.27314e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 69321 members 
Entering Unmasked Estep 
Score: -12731627.000000 Penalty: 5569.430664
	Iteration 41Q: 3 clusters Score -1.273163e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 69891 members 
Entering Unmasked Estep 
Score: -12731878.000000 Penalty: 5569.430664
	Iteration 42Q: 3 clusters Score -1.273188e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 70467 members 
Entering Unmasked Estep 
Score: -12732148.000000 Penalty: 5569.430664
	Iteration 43Q: 3 clusters Score -1.273215e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 71018 members 
Entering Unmasked Estep 
Score: -12732372.000000 Penalty: 5569.430664
	Iteration 44Q: 3 clusters Score -1.273237e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 71499 members 
Entering Unmasked Estep 
Score: -12732664.000000 Penalty: 5569.430664
	Iteration 45Q: 3 clusters Score -1.273266e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 71954 members 
Entering Unmasked Estep 
Score: -12732871.000000 Penalty: 5569.430664
	Iteration 46Q: 3 clusters Score -1.273287e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 72398 members 
Entering Unmasked Estep 
Score: -12733115.000000 Penalty: 5569.430664
	Iteration 47Q: 3 clusters Score -1.273312e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 72781 members 
Entering Unmasked Estep 
Score: -12733458.000000 Penalty: 5569.430664
	Iteration 48Q: 3 clusters Score -1.273346e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 73114 members 
Entering Unmasked Estep 
Score: -12733698.000000 Penalty: 5569.430664
	Iteration 49Q: 3 clusters Score -1.27337e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 73382 members 
Entering Unmasked Estep 
Score: -12733810.000000 Penalty: 5569.430664
	Iteration 50Q: 3 clusters Score -1.273381e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 73588 members 
Entering Unmasked Estep 
Score: -12733934.000000 Penalty: 5569.430664
	Iteration 51Q: 3 clusters Score -1.273393e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 73747 members 
Entering Unmasked Estep 
Score: -12734067.000000 Penalty: 5569.430664
	Iteration 52Q: 3 clusters Score -1.273407e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 73884 members 
Entering Unmasked Estep 
Score: -12734145.000000 Penalty: 5569.430664
	Iteration 53Q: 3 clusters Score -1.273414e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 74014 members 
Entering Unmasked Estep 
Score: -12734302.000000 Penalty: 5569.430664
	Iteration 54Q: 3 clusters Score -1.27343e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 74107 members 
Entering Unmasked Estep 
Score: -12734413.000000 Penalty: 5569.430664
	Iteration 55Q: 3 clusters Score -1.273441e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 74179 members 
Entering Unmasked Estep 
Score: -12734464.000000 Penalty: 5569.430664
	Iteration 56Q: 3 clusters Score -1.273446e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 74247 members 
Entering Unmasked Estep 
Score: -12734500.000000 Penalty: 5569.430664
	Iteration 57Q: 3 clusters Score -1.27345e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 74300 members 
Entering Unmasked Estep 
Score: -12734540.000000 Penalty: 5569.430664
	Iteration 58Q: 3 clusters Score -1.273454e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 74345 members 
Entering Unmasked Estep 
Score: -12734600.000000 Penalty: 5569.430664
	Iteration 59Q: 3 clusters Score -1.27346e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 74373 members 
Entering Unmasked Estep 
Score: -12734612.000000 Penalty: 5569.430664
	Iteration 60F: 3 clusters Score -1.273461e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 74398 members 
Entering Unmasked Estep 
Score: -12734659.000000 Penalty: 5569.430664
	Iteration 61Q: 3 clusters Score -1.273466e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 74422 members 
Entering Unmasked Estep 
Score: -12734663.000000 Penalty: 5569.430664
	Iteration 62Q: 3 clusters Score -1.273466e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 74436 members 
Entering Unmasked Estep 
Score: -12734645.000000 Penalty: 5569.430664
	Iteration 63Q: 3 clusters Score -1.273464e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 74451 members 
Entering Unmasked Estep 
Score: -12734639.000000 Penalty: 5569.430664
	Iteration 64Q: 3 clusters Score -1.273464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 74460 members 
Entering Unmasked Estep 
Score: -12734657.000000 Penalty: 5569.430664
	Iteration 65Q: 3 clusters Score -1.273466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 74468 members 
Entering Unmasked Estep 
Score: -12734658.000000 Penalty: 5569.430664
	Iteration 66Q: 3 clusters Score -1.273466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 74475 members 
Entering Unmasked Estep 
Score: -12734670.000000 Penalty: 5569.430664
	Iteration 67Q: 3 clusters Score -1.273467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -12734680.000000 Penalty: 5569.430664
	Iteration 68Q: 3 clusters Score -1.273468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 74485 members 
Entering Unmasked Estep 
Score: -12734690.000000 Penalty: 5569.430664
	Iteration 69Q: 3 clusters Score -1.273469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 74491 members 
Entering Unmasked Estep 
Score: -12734691.000000 Penalty: 5569.430664
	Iteration 70Q: 3 clusters Score -1.273469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 74495 members 
Entering Unmasked Estep 
Score: -12734691.000000 Penalty: 5569.430664
	Iteration 71Q: 3 clusters Score -1.273469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 74498 members 
Entering Unmasked Estep 
Score: -12734693.000000 Penalty: 5569.430664
	Iteration 72Q: 3 clusters Score -1.273469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 74501 members 
Entering Unmasked Estep 
Score: -12734704.000000 Penalty: 5569.430664
	Iteration 73Q: 3 clusters Score -1.27347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
Score: -12734698.000000 Penalty: 5569.430664
	Iteration 74Q: 3 clusters Score -1.27347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
Score: -12734709.000000 Penalty: 5569.430664
	Iteration 75Q: 3 clusters Score -1.273471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 74503 members 
Entering Unmasked Estep 
Score: -12734706.000000 Penalty: 5569.430664
	Iteration 76Q: 3 clusters Score -1.273471e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 74503 members 
Entering Unmasked Estep 
Score: -12734706.000000 Penalty: 5569.430664
	Iteration 77F: 3 clusters Score -1.273471e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Entering Unmasked Estep 
Score: -2965189.500000 Penalty: 2423.882812
	Iteration 0F: 2 clusters Score -2965190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2952780.000000 Penalty: 4847.765625
	Iteration 0F: 3 clusters Score -2952780 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2956748.250000 Penalty: 4847.765625
	Iteration 1F: 3 clusters Score -2956748 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2957142.250000 Penalty: 4847.765625
	Iteration 2F: 3 clusters Score -2957142 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2957459.750000 Penalty: 4847.765625
	Iteration 3Q: 3 clusters Score -2957460 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2957758.750000 Penalty: 4847.765625
	Iteration 4Q: 3 clusters Score -2957759 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2958053.000000 Penalty: 4847.765625
	Iteration 5Q: 3 clusters Score -2958053 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2958391.250000 Penalty: 4847.765625
	Iteration 6Q: 3 clusters Score -2958391 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2958789.250000 Penalty: 4847.765625
	Iteration 7Q: 3 clusters Score -2958789 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2959158.000000 Penalty: 4847.765625
	Iteration 8Q: 3 clusters Score -2959158 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2959537.000000 Penalty: 4847.765625
	Iteration 9Q: 3 clusters Score -2959537 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2959885.250000 Penalty: 4847.765625
	Iteration 10Q: 3 clusters Score -2959885 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2960143.500000 Penalty: 4847.765625
	Iteration 11Q: 3 clusters Score -2960144 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2960337.500000 Penalty: 4847.765625
	Iteration 12Q: 3 clusters Score -2960338 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2960463.500000 Penalty: 4847.765625
	Iteration 13Q: 3 clusters Score -2960464 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2960567.000000 Penalty: 4847.765625
	Iteration 14Q: 3 clusters Score -2960567 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2960671.250000 Penalty: 4847.765625
	Iteration 15Q: 3 clusters Score -2960671 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2960778.500000 Penalty: 4847.765625
	Iteration 16Q: 3 clusters Score -2960778 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2960857.500000 Penalty: 4847.765625
	Iteration 17Q: 3 clusters Score -2960858 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2960946.500000 Penalty: 4847.765625
	Iteration 18Q: 3 clusters Score -2960946 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2961030.500000 Penalty: 4847.765625
	Iteration 19Q: 3 clusters Score -2961030 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2961110.250000 Penalty: 4847.765625
	Iteration 20F: 3 clusters Score -2961110 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2961231.500000 Penalty: 4847.765625
	Iteration 21Q: 3 clusters Score -2961232 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2961352.000000 Penalty: 4847.765625
	Iteration 22Q: 3 clusters Score -2961352 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2961509.250000 Penalty: 4847.765625
	Iteration 23Q: 3 clusters Score -2961509 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2961689.750000 Penalty: 4847.765625
	Iteration 24Q: 3 clusters Score -2961690 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2961881.000000 Penalty: 4847.765625
	Iteration 25Q: 3 clusters Score -2961881 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2962108.750000 Penalty: 4847.765625
	Iteration 26Q: 3 clusters Score -2962109 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2962331.500000 Penalty: 4847.765625
	Iteration 27Q: 3 clusters Score -2962332 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2962542.500000 Penalty: 4847.765625
	Iteration 28Q: 3 clusters Score -2962542 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2962716.750000 Penalty: 4847.765625
	Iteration 29Q: 3 clusters Score -2962717 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2962901.750000 Penalty: 4847.765625
	Iteration 30Q: 3 clusters Score -2962902 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2963085.250000 Penalty: 4847.765625
	Iteration 31Q: 3 clusters Score -2963085 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2963212.000000 Penalty: 4847.765625
	Iteration 32Q: 3 clusters Score -2963212 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2963319.500000 Penalty: 4847.765625
	Iteration 33Q: 3 clusters Score -2963320 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2963386.250000 Penalty: 4847.765625
	Iteration 34Q: 3 clusters Score -2963386 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2963432.500000 Penalty: 4847.765625
	Iteration 35Q: 3 clusters Score -2963432 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2963472.500000 Penalty: 4847.765625
	Iteration 36Q: 3 clusters Score -2963472 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2963504.500000 Penalty: 4847.765625
	Iteration 37Q: 3 clusters Score -2963504 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2963544.250000 Penalty: 4847.765625
	Iteration 38Q: 3 clusters Score -2963544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2963553.250000 Penalty: 4847.765625
	Iteration 39Q: 3 clusters Score -2963553 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2963558.250000 Penalty: 4847.765625
	Iteration 40F: 3 clusters Score -2963558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2963579.750000 Penalty: 4847.765625
	Iteration 41Q: 3 clusters Score -2963580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2963599.250000 Penalty: 4847.765625
	Iteration 42Q: 3 clusters Score -2963599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2963606.750000 Penalty: 4847.765625
	Iteration 43Q: 3 clusters Score -2963607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2963610.750000 Penalty: 4847.765625
	Iteration 44Q: 3 clusters Score -2963611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2963627.750000 Penalty: 4847.765625
	Iteration 45Q: 3 clusters Score -2963628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2963643.500000 Penalty: 4847.765625
	Iteration 46Q: 3 clusters Score -2963644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2963652.500000 Penalty: 4847.765625
	Iteration 47Q: 3 clusters Score -2963652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2963666.250000 Penalty: 4847.765625
	Iteration 48Q: 3 clusters Score -2963666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2963673.000000 Penalty: 4847.765625
	Iteration 49Q: 3 clusters Score -2963673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2963683.250000 Penalty: 4847.765625
	Iteration 50Q: 3 clusters Score -2963683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2963696.750000 Penalty: 4847.765625
	Iteration 51Q: 3 clusters Score -2963697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2963707.250000 Penalty: 4847.765625
	Iteration 52Q: 3 clusters Score -2963707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2963714.500000 Penalty: 4847.765625
	Iteration 53Q: 3 clusters Score -2963714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2963726.000000 Penalty: 4847.765625
	Iteration 54Q: 3 clusters Score -2963726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2963740.000000 Penalty: 4847.765625
	Iteration 55Q: 3 clusters Score -2963740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2963757.250000 Penalty: 4847.765625
	Iteration 56Q: 3 clusters Score -2963757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2963770.250000 Penalty: 4847.765625
	Iteration 57Q: 3 clusters Score -2963770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2963777.000000 Penalty: 4847.765625
	Iteration 58Q: 3 clusters Score -2963777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2963780.250000 Penalty: 4847.765625
	Iteration 59Q: 3 clusters Score -2963780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2963781.500000 Penalty: 4847.765625
	Iteration 60F: 3 clusters Score -2963782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2963783.750000 Penalty: 4847.765625
	Iteration 61Q: 3 clusters Score -2963784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2963784.500000 Penalty: 4847.765625
	Iteration 62Q: 3 clusters Score -2963784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2963787.500000 Penalty: 4847.765625
	Iteration 63Q: 3 clusters Score -2963788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2963788.250000 Penalty: 4847.765625
	Iteration 64Q: 3 clusters Score -2963788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2963788.250000 Penalty: 4847.765625
	Iteration 65Q: 3 clusters Score -2963788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2963790.250000 Penalty: 4847.765625
	Iteration 66Q: 3 clusters Score -2963790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2963793.750000 Penalty: 4847.765625
	Iteration 67Q: 3 clusters Score -2963794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2963794.500000 Penalty: 4847.765625
	Iteration 68Q: 3 clusters Score -2963794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2963794.500000 Penalty: 4847.765625
	Iteration 69F: 3 clusters Score -2963794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Entering Unmasked Estep 
Score: -3224979.000000 Penalty: 2459.341797
	Iteration 0F: 2 clusters Score -3224979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -3210700.500000 Penalty: 4918.683594
	Iteration 0F: 3 clusters Score -3210700 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3215489.250000 Penalty: 4918.683594
	Iteration 1F: 3 clusters Score -3215489 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -3216025.250000 Penalty: 4918.683594
	Iteration 2F: 3 clusters Score -3216025 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -3216500.000000 Penalty: 4918.683594
	Iteration 3F: 3 clusters Score -3216500 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -3217039.250000 Penalty: 4918.683594
	Iteration 4F: 3 clusters Score -3217039 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3217604.250000 Penalty: 4918.683594
	Iteration 5F: 3 clusters Score -3217604 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -3218280.750000 Penalty: 4918.683594
	Iteration 6F: 3 clusters Score -3218281 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3218918.000000 Penalty: 4918.683594
	Iteration 7F: 3 clusters Score -3218918 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -3219547.750000 Penalty: 4918.683594
	Iteration 8F: 3 clusters Score -3219548 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -3220196.000000 Penalty: 4918.683594
	Iteration 9F: 3 clusters Score -3220196 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3220834.750000 Penalty: 4918.683594
	Iteration 10Q: 3 clusters Score -3220835 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -3221331.750000 Penalty: 4918.683594
	Iteration 11Q: 3 clusters Score -3221332 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3221727.000000 Penalty: 4918.683594
	Iteration 12Q: 3 clusters Score -3221727 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -3222013.500000 Penalty: 4918.683594
	Iteration 13Q: 3 clusters Score -3222014 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -3222252.750000 Penalty: 4918.683594
	Iteration 14Q: 3 clusters Score -3222253 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -3222395.000000 Penalty: 4918.683594
	Iteration 15Q: 3 clusters Score -3222395 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -3222534.250000 Penalty: 4918.683594
	Iteration 16Q: 3 clusters Score -3222534 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -3222649.500000 Penalty: 4918.683594
	Iteration 17Q: 3 clusters Score -3222650 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -3222758.000000 Penalty: 4918.683594
	Iteration 18Q: 3 clusters Score -3222758 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -3222850.250000 Penalty: 4918.683594
	Iteration 19Q: 3 clusters Score -3222850 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3222905.000000 Penalty: 4918.683594
	Iteration 20F: 3 clusters Score -3222905 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -3222963.000000 Penalty: 4918.683594
	Iteration 21Q: 3 clusters Score -3222963 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3223019.250000 Penalty: 4918.683594
	Iteration 22Q: 3 clusters Score -3223019 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -3223083.750000 Penalty: 4918.683594
	Iteration 23Q: 3 clusters Score -3223084 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -3223158.500000 Penalty: 4918.683594
	Iteration 24Q: 3 clusters Score -3223158 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -3223224.250000 Penalty: 4918.683594
	Iteration 25Q: 3 clusters Score -3223224 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -3223268.250000 Penalty: 4918.683594
	Iteration 26Q: 3 clusters Score -3223268 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -3223325.500000 Penalty: 4918.683594
	Iteration 27Q: 3 clusters Score -3223326 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -3223365.250000 Penalty: 4918.683594
	Iteration 28Q: 3 clusters Score -3223365 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -3223420.500000 Penalty: 4918.683594
	Iteration 29Q: 3 clusters Score -3223420 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -3223471.500000 Penalty: 4918.683594
	Iteration 30Q: 3 clusters Score -3223472 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -3223513.500000 Penalty: 4918.683594
	Iteration 31Q: 3 clusters Score -3223514 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3223536.500000 Penalty: 4918.683594
	Iteration 32Q: 3 clusters Score -3223536 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -3223561.250000 Penalty: 4918.683594
	Iteration 33Q: 3 clusters Score -3223561 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -3223561.500000 Penalty: 4918.683594
	Iteration 34Q: 3 clusters Score -3223562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -3223576.750000 Penalty: 4918.683594
	Iteration 35Q: 3 clusters Score -3223577 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -3223575.500000 Penalty: 4918.683594
	Iteration 36Q: 3 clusters Score -3223576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -3223585.500000 Penalty: 4918.683594
	Iteration 37Q: 3 clusters Score -3223586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -3223583.750000 Penalty: 4918.683594
	Iteration 38Q: 3 clusters Score -3223584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -3223596.500000 Penalty: 4918.683594
	Iteration 39Q: 3 clusters Score -3223596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -3223601.500000 Penalty: 4918.683594
	Iteration 40F: 3 clusters Score -3223602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3223590.750000 Penalty: 4918.683594
	Iteration 41Q: 3 clusters Score -3223591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -3223599.750000 Penalty: 4918.683594
	Iteration 42Q: 3 clusters Score -3223600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -3223602.000000 Penalty: 4918.683594
	Iteration 43Q: 3 clusters Score -3223602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -3223606.750000 Penalty: 4918.683594
	Iteration 44Q: 3 clusters Score -3223607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -3223609.500000 Penalty: 4918.683594
	Iteration 45Q: 3 clusters Score -3223610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -3223613.750000 Penalty: 4918.683594
	Iteration 46Q: 3 clusters Score -3223614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -3223616.750000 Penalty: 4918.683594
	Iteration 47Q: 3 clusters Score -3223617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -3223615.250000 Penalty: 4918.683594
	Iteration 48Q: 3 clusters Score -3223615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -3223614.750000 Penalty: 4918.683594
	Iteration 49Q: 3 clusters Score -3223615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -3223615.750000 Penalty: 4918.683594
	Iteration 50Q: 3 clusters Score -3223616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -3223617.250000 Penalty: 4918.683594
	Iteration 51Q: 3 clusters Score -3223617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -3223622.500000 Penalty: 4918.683594
	Iteration 52Q: 3 clusters Score -3223622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -3223624.500000 Penalty: 4918.683594
	Iteration 53Q: 3 clusters Score -3223624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -3223624.000000 Penalty: 4918.683594
	Iteration 54Q: 3 clusters Score -3223624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -3223625.750000 Penalty: 4918.683594
	Iteration 55Q: 3 clusters Score -3223626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -3223626.500000 Penalty: 4918.683594
	Iteration 56Q: 3 clusters Score -3223626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -3223623.000000 Penalty: 4918.683594
	Iteration 57Q: 3 clusters Score -3223623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -3223618.500000 Penalty: 4918.683594
	Iteration 58Q: 3 clusters Score -3223618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -3223617.250000 Penalty: 4918.683594
	Iteration 59Q: 3 clusters Score -3223617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -3223619.000000 Penalty: 4918.683594
	Iteration 60F: 3 clusters Score -3223619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Entering Unmasked Estep 
Score: -965535.375000 Penalty: 2145.541016
	Iteration 0F: 2 clusters Score -965535.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -960591.937500 Penalty: 4291.082031
	Iteration 0F: 3 clusters Score -960591.9 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -961767.437500 Penalty: 4291.082031
	Iteration 1F: 3 clusters Score -961767.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -962095.125000 Penalty: 4291.082031
	Iteration 2F: 3 clusters Score -962095.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -962409.000000 Penalty: 4291.082031
	Iteration 3F: 3 clusters Score -962409 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -962718.500000 Penalty: 4291.082031
	Iteration 4F: 3 clusters Score -962718.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -962992.000000 Penalty: 4291.082031
	Iteration 5F: 3 clusters Score -962992 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -963302.500000 Penalty: 4291.082031
	Iteration 6F: 3 clusters Score -963302.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -963669.000000 Penalty: 4291.082031
	Iteration 7F: 3 clusters Score -963669 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -964010.937500 Penalty: 4291.082031
	Iteration 8Q: 3 clusters Score -964010.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -964281.437500 Penalty: 4291.082031
	Iteration 9Q: 3 clusters Score -964281.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -964452.062500 Penalty: 4291.082031
	Iteration 10Q: 3 clusters Score -964452.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -964565.875000 Penalty: 4291.082031
	Iteration 11Q: 3 clusters Score -964565.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -964647.687500 Penalty: 4291.082031
	Iteration 12Q: 3 clusters Score -964647.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -964705.562500 Penalty: 4291.082031
	Iteration 13Q: 3 clusters Score -964705.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -964752.750000 Penalty: 4291.082031
	Iteration 14Q: 3 clusters Score -964752.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -964792.937500 Penalty: 4291.082031
	Iteration 15Q: 3 clusters Score -964792.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -964821.812500 Penalty: 4291.082031
	Iteration 16Q: 3 clusters Score -964821.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -964844.750000 Penalty: 4291.082031
	Iteration 17Q: 3 clusters Score -964844.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -964860.375000 Penalty: 4291.082031
	Iteration 18Q: 3 clusters Score -964860.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -964873.312500 Penalty: 4291.082031
	Iteration 19Q: 3 clusters Score -964873.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -964884.312500 Penalty: 4291.082031
	Iteration 20F: 3 clusters Score -964884.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -964892.437500 Penalty: 4291.082031
	Iteration 21Q: 3 clusters Score -964892.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -964897.000000 Penalty: 4291.082031
	Iteration 22Q: 3 clusters Score -964897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -964904.125000 Penalty: 4291.082031
	Iteration 23Q: 3 clusters Score -964904.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -964906.625000 Penalty: 4291.082031
	Iteration 24Q: 3 clusters Score -964906.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -964910.312500 Penalty: 4291.082031
	Iteration 25Q: 3 clusters Score -964910.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -964916.125000 Penalty: 4291.082031
	Iteration 26Q: 3 clusters Score -964916.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -964919.062500 Penalty: 4291.082031
	Iteration 27Q: 3 clusters Score -964919.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -964924.312500 Penalty: 4291.082031
	Iteration 28Q: 3 clusters Score -964924.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -964928.437500 Penalty: 4291.082031
	Iteration 29Q: 3 clusters Score -964928.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -964932.437500 Penalty: 4291.082031
	Iteration 30Q: 3 clusters Score -964932.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -964934.812500 Penalty: 4291.082031
	Iteration 31Q: 3 clusters Score -964934.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -964935.875000 Penalty: 4291.082031
	Iteration 32Q: 3 clusters Score -964935.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -964936.625000 Penalty: 4291.082031
	Iteration 33Q: 3 clusters Score -964936.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -964935.500000 Penalty: 4291.082031
	Iteration 34Q: 3 clusters Score -964935.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -964939.125000 Penalty: 4291.082031
	Iteration 35Q: 3 clusters Score -964939.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -964943.000000 Penalty: 4291.082031
	Iteration 36Q: 3 clusters Score -964943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -964943.250000 Penalty: 4291.082031
	Iteration 37Q: 3 clusters Score -964943.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -964944.312500 Penalty: 4291.082031
	Iteration 38Q: 3 clusters Score -964944.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -964947.375000 Penalty: 4291.082031
	Iteration 39Q: 3 clusters Score -964947.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -964953.000000 Penalty: 4291.082031
	Iteration 40F: 3 clusters Score -964953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -964955.625000 Penalty: 4291.082031
	Iteration 41Q: 3 clusters Score -964955.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -964958.875000 Penalty: 4291.082031
	Iteration 42Q: 3 clusters Score -964958.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -964960.500000 Penalty: 4291.082031
	Iteration 43Q: 3 clusters Score -964960.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -964960.937500 Penalty: 4291.082031
	Iteration 44Q: 3 clusters Score -964960.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -964962.437500 Penalty: 4291.082031
	Iteration 45Q: 3 clusters Score -964962.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -964964.937500 Penalty: 4291.082031
	Iteration 46Q: 3 clusters Score -964964.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -964965.812500 Penalty: 4291.082031
	Iteration 47Q: 3 clusters Score -964965.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -964967.937500 Penalty: 4291.082031
	Iteration 48Q: 3 clusters Score -964967.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -964968.687500 Penalty: 4291.082031
	Iteration 49Q: 3 clusters Score -964968.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -964969.812500 Penalty: 4291.082031
	Iteration 50Q: 3 clusters Score -964969.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -964971.000000 Penalty: 4291.082031
	Iteration 51Q: 3 clusters Score -964971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -964969.562500 Penalty: 4291.082031
	Iteration 52Q: 3 clusters Score -964969.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -964971.000000 Penalty: 4291.082031
	Iteration 53Q: 3 clusters Score -964971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -964972.625000 Penalty: 4291.082031
	Iteration 54Q: 3 clusters Score -964972.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -964974.375000 Penalty: 4291.082031
	Iteration 55Q: 3 clusters Score -964974.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -964975.062500 Penalty: 4291.082031
	Iteration 56Q: 3 clusters Score -964975.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -964975.562500 Penalty: 4291.082031
	Iteration 57Q: 3 clusters Score -964975.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -964976.250000 Penalty: 4291.082031
	Iteration 58Q: 3 clusters Score -964976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -964976.000000 Penalty: 4291.082031
	Iteration 59Q: 3 clusters Score -964976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -964976.000000 Penalty: 4291.082031
	Iteration 60F: 3 clusters Score -964976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Entering Unmasked Estep 
Score: -760096.312500 Penalty: 2088.165283
	Iteration 0F: 2 clusters Score -760096.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -755865.437500 Penalty: 4176.330566
	Iteration 0F: 3 clusters Score -755865.4 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -757046.187500 Penalty: 4176.330566
	Iteration 1F: 3 clusters Score -757046.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -757536.750000 Penalty: 4176.330566
	Iteration 2F: 3 clusters Score -757536.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -757964.875000 Penalty: 4176.330566
	Iteration 3F: 3 clusters Score -757964.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -758275.937500 Penalty: 4176.330566
	Iteration 4F: 3 clusters Score -758275.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -758496.562500 Penalty: 4176.330566
	Iteration 5F: 3 clusters Score -758496.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -758629.187500 Penalty: 4176.330566
	Iteration 6Q: 3 clusters Score -758629.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -758733.375000 Penalty: 4176.330566
	Iteration 7Q: 3 clusters Score -758733.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -758815.062500 Penalty: 4176.330566
	Iteration 8Q: 3 clusters Score -758815.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -758871.812500 Penalty: 4176.330566
	Iteration 9Q: 3 clusters Score -758871.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -758921.812500 Penalty: 4176.330566
	Iteration 10Q: 3 clusters Score -758921.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -758973.125000 Penalty: 4176.330566
	Iteration 11Q: 3 clusters Score -758973.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -759015.312500 Penalty: 4176.330566
	Iteration 12Q: 3 clusters Score -759015.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -759049.187500 Penalty: 4176.330566
	Iteration 13Q: 3 clusters Score -759049.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -759082.312500 Penalty: 4176.330566
	Iteration 14Q: 3 clusters Score -759082.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -759110.875000 Penalty: 4176.330566
	Iteration 15Q: 3 clusters Score -759110.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -759130.937500 Penalty: 4176.330566
	Iteration 16Q: 3 clusters Score -759130.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -759146.812500 Penalty: 4176.330566
	Iteration 17Q: 3 clusters Score -759146.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -759165.312500 Penalty: 4176.330566
	Iteration 18Q: 3 clusters Score -759165.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -759186.437500 Penalty: 4176.330566
	Iteration 19Q: 3 clusters Score -759186.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -759196.687500 Penalty: 4176.330566
	Iteration 20F: 3 clusters Score -759196.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -759207.937500 Penalty: 4176.330566
	Iteration 21Q: 3 clusters Score -759207.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -759218.187500 Penalty: 4176.330566
	Iteration 22Q: 3 clusters Score -759218.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -759231.437500 Penalty: 4176.330566
	Iteration 23Q: 3 clusters Score -759231.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -759242.375000 Penalty: 4176.330566
	Iteration 24Q: 3 clusters Score -759242.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -759252.500000 Penalty: 4176.330566
	Iteration 25Q: 3 clusters Score -759252.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -759261.437500 Penalty: 4176.330566
	Iteration 26Q: 3 clusters Score -759261.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -759272.750000 Penalty: 4176.330566
	Iteration 27Q: 3 clusters Score -759272.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -759283.437500 Penalty: 4176.330566
	Iteration 28Q: 3 clusters Score -759283.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -759289.062500 Penalty: 4176.330566
	Iteration 29Q: 3 clusters Score -759289.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -759288.687500 Penalty: 4176.330566
	Iteration 30Q: 3 clusters Score -759288.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -759288.687500 Penalty: 4176.330566
	Iteration 31Q: 3 clusters Score -759288.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -759289.625000 Penalty: 4176.330566
	Iteration 32Q: 3 clusters Score -759289.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -759289.625000 Penalty: 4176.330566
	Iteration 33F: 3 clusters Score -759289.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Entering Unmasked Estep 
Score: -594776.250000 Penalty: 2026.346436
	Iteration 0F: 2 clusters Score -594776.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -591158.937500 Penalty: 4052.692871
	Iteration 0F: 3 clusters Score -591158.9 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -591896.625000 Penalty: 4052.692871
	Iteration 1F: 3 clusters Score -591896.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -592058.125000 Penalty: 4052.692871
	Iteration 2F: 3 clusters Score -592058.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -592161.312500 Penalty: 4052.692871
	Iteration 3Q: 3 clusters Score -592161.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -592246.750000 Penalty: 4052.692871
	Iteration 4Q: 3 clusters Score -592246.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -592306.187500 Penalty: 4052.692871
	Iteration 5Q: 3 clusters Score -592306.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -592369.937500 Penalty: 4052.692871
	Iteration 6Q: 3 clusters Score -592369.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -592425.750000 Penalty: 4052.692871
	Iteration 7Q: 3 clusters Score -592425.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -592479.687500 Penalty: 4052.692871
	Iteration 8Q: 3 clusters Score -592479.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -592550.000000 Penalty: 4052.692871
	Iteration 9Q: 3 clusters Score -592550 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -592645.875000 Penalty: 4052.692871
	Iteration 10Q: 3 clusters Score -592645.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -592741.062500 Penalty: 4052.692871
	Iteration 11Q: 3 clusters Score -592741.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -592850.125000 Penalty: 4052.692871
	Iteration 12Q: 3 clusters Score -592850.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -592969.250000 Penalty: 4052.692871
	Iteration 13Q: 3 clusters Score -592969.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -593121.500000 Penalty: 4052.692871
	Iteration 14Q: 3 clusters Score -593121.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -593329.500000 Penalty: 4052.692871
	Iteration 15Q: 3 clusters Score -593329.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -593556.125000 Penalty: 4052.692871
	Iteration 16Q: 3 clusters Score -593556.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -593712.312500 Penalty: 4052.692871
	Iteration 17Q: 3 clusters Score -593712.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -593885.812500 Penalty: 4052.692871
	Iteration 18Q: 3 clusters Score -593885.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -594044.062500 Penalty: 4052.692871
	Iteration 19Q: 3 clusters Score -594044.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -594186.375000 Penalty: 4052.692871
	Iteration 20F: 3 clusters Score -594186.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -594295.937500 Penalty: 4052.692871
	Iteration 21Q: 3 clusters Score -594295.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -594403.250000 Penalty: 4052.692871
	Iteration 22Q: 3 clusters Score -594403.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -594504.312500 Penalty: 4052.692871
	Iteration 23Q: 3 clusters Score -594504.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -594610.687500 Penalty: 4052.692871
	Iteration 24Q: 3 clusters Score -594610.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -594676.875000 Penalty: 4052.692871
	Iteration 25Q: 3 clusters Score -594676.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -594707.687500 Penalty: 4052.692871
	Iteration 26Q: 3 clusters Score -594707.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -594721.750000 Penalty: 4052.692871
	Iteration 27Q: 3 clusters Score -594721.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -594731.000000 Penalty: 4052.692871
	Iteration 28Q: 3 clusters Score -594731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -594740.125000 Penalty: 4052.692871
	Iteration 29Q: 3 clusters Score -594740.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -594741.875000 Penalty: 4052.692871
	Iteration 30Q: 3 clusters Score -594741.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -594742.750000 Penalty: 4052.692871
	Iteration 31Q: 3 clusters Score -594742.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -594742.750000 Penalty: 4052.692871
	Iteration 32F: 3 clusters Score -594742.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Entering Unmasked Estep 
Score: -1073078.875000 Penalty: 2175.261475
	Iteration 0F: 2 clusters Score -1073079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1067552.125000 Penalty: 4350.522949
	Iteration 0F: 3 clusters Score -1067552 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1068965.375000 Penalty: 4350.522949
	Iteration 1F: 3 clusters Score -1068965 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1069261.125000 Penalty: 4350.522949
	Iteration 2F: 3 clusters Score -1069261 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1069477.375000 Penalty: 4350.522949
	Iteration 3F: 3 clusters Score -1069477 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1069630.875000 Penalty: 4350.522949
	Iteration 4Q: 3 clusters Score -1069631 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1069776.375000 Penalty: 4350.522949
	Iteration 5Q: 3 clusters Score -1069776 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1069926.625000 Penalty: 4350.522949
	Iteration 6Q: 3 clusters Score -1069927 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1070069.625000 Penalty: 4350.522949
	Iteration 7Q: 3 clusters Score -1070070 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1070214.125000 Penalty: 4350.522949
	Iteration 8Q: 3 clusters Score -1070214 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1070317.375000 Penalty: 4350.522949
	Iteration 9Q: 3 clusters Score -1070317 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1070424.125000 Penalty: 4350.522949
	Iteration 10Q: 3 clusters Score -1070424 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1070525.375000 Penalty: 4350.522949
	Iteration 11Q: 3 clusters Score -1070525 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1070627.250000 Penalty: 4350.522949
	Iteration 12Q: 3 clusters Score -1070627 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1070738.875000 Penalty: 4350.522949
	Iteration 13Q: 3 clusters Score -1070739 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1070825.875000 Penalty: 4350.522949
	Iteration 14Q: 3 clusters Score -1070826 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1070893.125000 Penalty: 4350.522949
	Iteration 15Q: 3 clusters Score -1070893 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1070979.000000 Penalty: 4350.522949
	Iteration 16Q: 3 clusters Score -1070979 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1071070.625000 Penalty: 4350.522949
	Iteration 17Q: 3 clusters Score -1071071 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1071150.750000 Penalty: 4350.522949
	Iteration 18Q: 3 clusters Score -1071151 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1071209.625000 Penalty: 4350.522949
	Iteration 19Q: 3 clusters Score -1071210 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1071272.500000 Penalty: 4350.522949
	Iteration 20F: 3 clusters Score -1071272 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1071341.000000 Penalty: 4350.522949
	Iteration 21Q: 3 clusters Score -1071341 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1071399.750000 Penalty: 4350.522949
	Iteration 22Q: 3 clusters Score -1071400 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1071453.750000 Penalty: 4350.522949
	Iteration 23Q: 3 clusters Score -1071454 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1071497.750000 Penalty: 4350.522949
	Iteration 24Q: 3 clusters Score -1071498 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1071528.125000 Penalty: 4350.522949
	Iteration 25Q: 3 clusters Score -1071528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1071545.250000 Penalty: 4350.522949
	Iteration 26Q: 3 clusters Score -1071545 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1071554.750000 Penalty: 4350.522949
	Iteration 27Q: 3 clusters Score -1071555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1071562.750000 Penalty: 4350.522949
	Iteration 28Q: 3 clusters Score -1071563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1071566.500000 Penalty: 4350.522949
	Iteration 29Q: 3 clusters Score -1071566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1071569.125000 Penalty: 4350.522949
	Iteration 30Q: 3 clusters Score -1071569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1071573.125000 Penalty: 4350.522949
	Iteration 31Q: 3 clusters Score -1071573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1071574.375000 Penalty: 4350.522949
	Iteration 32Q: 3 clusters Score -1071574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1071579.250000 Penalty: 4350.522949
	Iteration 33Q: 3 clusters Score -1071579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1071578.375000 Penalty: 4350.522949
	Iteration 34Q: 3 clusters Score -1071578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1071580.375000 Penalty: 4350.522949
	Iteration 35Q: 3 clusters Score -1071580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1071582.000000 Penalty: 4350.522949
	Iteration 36Q: 3 clusters Score -1071582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1071587.000000 Penalty: 4350.522949
	Iteration 37Q: 3 clusters Score -1071587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1071587.250000 Penalty: 4350.522949
	Iteration 38Q: 3 clusters Score -1071587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1071586.875000 Penalty: 4350.522949
	Iteration 39Q: 3 clusters Score -1071587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1071586.875000 Penalty: 4350.522949
	Iteration 40F: 3 clusters Score -1071587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Entering Unmasked Estep 
Score: -1285619.875000 Penalty: 2204.309082
	Iteration 0F: 2 clusters Score -1285620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1279664.625000 Penalty: 4408.618164
	Iteration 0F: 3 clusters Score -1279665 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1281200.625000 Penalty: 4408.618164
	Iteration 1F: 3 clusters Score -1281201 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1281430.375000 Penalty: 4408.618164
	Iteration 2F: 3 clusters Score -1281430 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1281573.625000 Penalty: 4408.618164
	Iteration 3Q: 3 clusters Score -1281574 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1281678.375000 Penalty: 4408.618164
	Iteration 4Q: 3 clusters Score -1281678 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1281748.875000 Penalty: 4408.618164
	Iteration 5Q: 3 clusters Score -1281749 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1281814.250000 Penalty: 4408.618164
	Iteration 6Q: 3 clusters Score -1281814 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1281873.625000 Penalty: 4408.618164
	Iteration 7Q: 3 clusters Score -1281874 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1281937.750000 Penalty: 4408.618164
	Iteration 8Q: 3 clusters Score -1281938 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1282025.375000 Penalty: 4408.618164
	Iteration 9Q: 3 clusters Score -1282025 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1282103.250000 Penalty: 4408.618164
	Iteration 10Q: 3 clusters Score -1282103 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1282190.125000 Penalty: 4408.618164
	Iteration 11Q: 3 clusters Score -1282190 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1282283.375000 Penalty: 4408.618164
	Iteration 12Q: 3 clusters Score -1282283 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1282379.375000 Penalty: 4408.618164
	Iteration 13Q: 3 clusters Score -1282379 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1282485.000000 Penalty: 4408.618164
	Iteration 14Q: 3 clusters Score -1282485 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1282607.125000 Penalty: 4408.618164
	Iteration 15Q: 3 clusters Score -1282607 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1282746.125000 Penalty: 4408.618164
	Iteration 16Q: 3 clusters Score -1282746 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1282901.750000 Penalty: 4408.618164
	Iteration 17Q: 3 clusters Score -1282902 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1283063.250000 Penalty: 4408.618164
	Iteration 18Q: 3 clusters Score -1283063 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1283212.750000 Penalty: 4408.618164
	Iteration 19Q: 3 clusters Score -1283213 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1283317.000000 Penalty: 4408.618164
	Iteration 20F: 3 clusters Score -1283317 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1283399.875000 Penalty: 4408.618164
	Iteration 21Q: 3 clusters Score -1283400 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1283464.500000 Penalty: 4408.618164
	Iteration 22Q: 3 clusters Score -1283464 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1283521.625000 Penalty: 4408.618164
	Iteration 23Q: 3 clusters Score -1283522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1283558.500000 Penalty: 4408.618164
	Iteration 24Q: 3 clusters Score -1283558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1283582.000000 Penalty: 4408.618164
	Iteration 25Q: 3 clusters Score -1283582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1283595.625000 Penalty: 4408.618164
	Iteration 26Q: 3 clusters Score -1283596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1283609.500000 Penalty: 4408.618164
	Iteration 27Q: 3 clusters Score -1283610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1283618.375000 Penalty: 4408.618164
	Iteration 28Q: 3 clusters Score -1283618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1283627.375000 Penalty: 4408.618164
	Iteration 29Q: 3 clusters Score -1283627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1283631.750000 Penalty: 4408.618164
	Iteration 30Q: 3 clusters Score -1283632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1283637.750000 Penalty: 4408.618164
	Iteration 31Q: 3 clusters Score -1283638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1283640.750000 Penalty: 4408.618164
	Iteration 32Q: 3 clusters Score -1283641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1283640.750000 Penalty: 4408.618164
	Iteration 33F: 3 clusters Score -1283641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Entering Unmasked Estep 
Score: -2016436.625000 Penalty: 2336.510010
	Iteration 0F: 2 clusters Score -2016437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2007256.500000 Penalty: 4673.020020
	Iteration 0F: 3 clusters Score -2007256 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2010119.125000 Penalty: 4673.020020
	Iteration 1F: 3 clusters Score -2010119 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2010569.000000 Penalty: 4673.020020
	Iteration 2F: 3 clusters Score -2010569 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2010969.500000 Penalty: 4673.020020
	Iteration 3F: 3 clusters Score -2010970 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2011399.750000 Penalty: 4673.020020
	Iteration 4F: 3 clusters Score -2011400 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2011832.125000 Penalty: 4673.020020
	Iteration 5F: 3 clusters Score -2011832 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2012234.125000 Penalty: 4673.020020
	Iteration 6Q: 3 clusters Score -2012234 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2012663.500000 Penalty: 4673.020020
	Iteration 7Q: 3 clusters Score -2012664 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2013133.500000 Penalty: 4673.020020
	Iteration 8F: 3 clusters Score -2013134 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2013622.375000 Penalty: 4673.020020
	Iteration 9F: 3 clusters Score -2013622 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2013988.625000 Penalty: 4673.020020
	Iteration 10Q: 3 clusters Score -2013989 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2014228.250000 Penalty: 4673.020020
	Iteration 11Q: 3 clusters Score -2014228 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -2014367.875000 Penalty: 4673.020020
	Iteration 12Q: 3 clusters Score -2014368 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2014437.875000 Penalty: 4673.020020
	Iteration 13Q: 3 clusters Score -2014438 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2014471.750000 Penalty: 4673.020020
	Iteration 14Q: 3 clusters Score -2014472 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2014497.500000 Penalty: 4673.020020
	Iteration 15Q: 3 clusters Score -2014498 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2014509.500000 Penalty: 4673.020020
	Iteration 16Q: 3 clusters Score -2014510 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2014526.500000 Penalty: 4673.020020
	Iteration 17Q: 3 clusters Score -2014526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2014531.250000 Penalty: 4673.020020
	Iteration 18Q: 3 clusters Score -2014531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2014538.375000 Penalty: 4673.020020
	Iteration 19Q: 3 clusters Score -2014538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2014537.000000 Penalty: 4673.020020
	Iteration 20F: 3 clusters Score -2014537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2014543.625000 Penalty: 4673.020020
	Iteration 21Q: 3 clusters Score -2014544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2014545.750000 Penalty: 4673.020020
	Iteration 22Q: 3 clusters Score -2014546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2014547.250000 Penalty: 4673.020020
	Iteration 23Q: 3 clusters Score -2014547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2014551.625000 Penalty: 4673.020020
	Iteration 24Q: 3 clusters Score -2014552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2014547.375000 Penalty: 4673.020020
	Iteration 25Q: 3 clusters Score -2014547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2014549.000000 Penalty: 4673.020020
	Iteration 26Q: 3 clusters Score -2014549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2014548.750000 Penalty: 4673.020020
	Iteration 27Q: 3 clusters Score -2014549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2014548.750000 Penalty: 4673.020020
	Iteration 28F: 3 clusters Score -2014549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Entering Unmasked Estep 
Score: -488020.500000 Penalty: 1978.195679
	Iteration 0F: 2 clusters Score -488020.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -484817.406250 Penalty: 3956.391357
	Iteration 0F: 3 clusters Score -484817.4 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -485447.437500 Penalty: 3956.391357
	Iteration 1F: 3 clusters Score -485447.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -485601.375000 Penalty: 3956.391357
	Iteration 2F: 3 clusters Score -485601.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -485682.031250 Penalty: 3956.391357
	Iteration 3Q: 3 clusters Score -485682 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -485750.218750 Penalty: 3956.391357
	Iteration 4Q: 3 clusters Score -485750.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -485794.781250 Penalty: 3956.391357
	Iteration 5Q: 3 clusters Score -485794.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -485824.843750 Penalty: 3956.391357
	Iteration 6Q: 3 clusters Score -485824.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -485860.843750 Penalty: 3956.391357
	Iteration 7Q: 3 clusters Score -485860.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -485893.906250 Penalty: 3956.391357
	Iteration 8Q: 3 clusters Score -485893.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -485942.093750 Penalty: 3956.391357
	Iteration 9Q: 3 clusters Score -485942.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -485980.156250 Penalty: 3956.391357
	Iteration 10Q: 3 clusters Score -485980.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -486019.906250 Penalty: 3956.391357
	Iteration 11Q: 3 clusters Score -486019.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -486059.906250 Penalty: 3956.391357
	Iteration 12Q: 3 clusters Score -486059.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -486099.093750 Penalty: 3956.391357
	Iteration 13Q: 3 clusters Score -486099.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -486144.531250 Penalty: 3956.391357
	Iteration 14Q: 3 clusters Score -486144.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -486185.093750 Penalty: 3956.391357
	Iteration 15Q: 3 clusters Score -486185.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -486218.093750 Penalty: 3956.391357
	Iteration 16Q: 3 clusters Score -486218.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -486263.406250 Penalty: 3956.391357
	Iteration 17Q: 3 clusters Score -486263.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -486321.843750 Penalty: 3956.391357
	Iteration 18Q: 3 clusters Score -486321.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -486389.406250 Penalty: 3956.391357
	Iteration 19Q: 3 clusters Score -486389.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -486448.031250 Penalty: 3956.391357
	Iteration 20F: 3 clusters Score -486448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -486484.812500 Penalty: 3956.391357
	Iteration 21Q: 3 clusters Score -486484.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -486515.687500 Penalty: 3956.391357
	Iteration 22Q: 3 clusters Score -486515.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -486543.468750 Penalty: 3956.391357
	Iteration 23Q: 3 clusters Score -486543.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -486568.250000 Penalty: 3956.391357
	Iteration 24Q: 3 clusters Score -486568.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -486581.875000 Penalty: 3956.391357
	Iteration 25Q: 3 clusters Score -486581.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -486590.156250 Penalty: 3956.391357
	Iteration 26Q: 3 clusters Score -486590.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -486601.968750 Penalty: 3956.391357
	Iteration 27Q: 3 clusters Score -486602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -486622.343750 Penalty: 3956.391357
	Iteration 28Q: 3 clusters Score -486622.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -486658.000000 Penalty: 3956.391357
	Iteration 29Q: 3 clusters Score -486658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -486698.218750 Penalty: 3956.391357
	Iteration 30Q: 3 clusters Score -486698.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -486737.187500 Penalty: 3956.391357
	Iteration 31Q: 3 clusters Score -486737.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -486769.843750 Penalty: 3956.391357
	Iteration 32Q: 3 clusters Score -486769.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -486800.156250 Penalty: 3956.391357
	Iteration 33Q: 3 clusters Score -486800.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -486821.250000 Penalty: 3956.391357
	Iteration 34Q: 3 clusters Score -486821.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -486837.156250 Penalty: 3956.391357
	Iteration 35Q: 3 clusters Score -486837.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -486846.718750 Penalty: 3956.391357
	Iteration 36Q: 3 clusters Score -486846.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -486856.281250 Penalty: 3956.391357
	Iteration 37Q: 3 clusters Score -486856.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -486866.843750 Penalty: 3956.391357
	Iteration 38Q: 3 clusters Score -486866.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -486876.843750 Penalty: 3956.391357
	Iteration 39Q: 3 clusters Score -486876.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -486884.937500 Penalty: 3956.391357
	Iteration 40F: 3 clusters Score -486884.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -486889.125000 Penalty: 3956.391357
	Iteration 41Q: 3 clusters Score -486889.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -486892.968750 Penalty: 3956.391357
	Iteration 42Q: 3 clusters Score -486893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -486898.656250 Penalty: 3956.391357
	Iteration 43Q: 3 clusters Score -486898.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -486901.937500 Penalty: 3956.391357
	Iteration 44Q: 3 clusters Score -486901.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -486905.156250 Penalty: 3956.391357
	Iteration 45Q: 3 clusters Score -486905.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -486906.312500 Penalty: 3956.391357
	Iteration 46Q: 3 clusters Score -486906.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -486907.781250 Penalty: 3956.391357
	Iteration 47Q: 3 clusters Score -486907.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -486907.781250 Penalty: 3956.391357
	Iteration 48F: 3 clusters Score -486907.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Entering Unmasked Estep 
Score: -1059998.500000 Penalty: 2166.410156
	Iteration 0F: 2 clusters Score -1059998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1054705.125000 Penalty: 4332.820312
	Iteration 0F: 3 clusters Score -1054705 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1056116.500000 Penalty: 4332.820312
	Iteration 1F: 3 clusters Score -1056116 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1056554.500000 Penalty: 4332.820312
	Iteration 2F: 3 clusters Score -1056554 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1057045.750000 Penalty: 4332.820312
	Iteration 3F: 3 clusters Score -1057046 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1057538.250000 Penalty: 4332.820312
	Iteration 4F: 3 clusters Score -1057538 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1057943.000000 Penalty: 4332.820312
	Iteration 5F: 3 clusters Score -1057943 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1058269.250000 Penalty: 4332.820312
	Iteration 6F: 3 clusters Score -1058269 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1058443.125000 Penalty: 4332.820312
	Iteration 7Q: 3 clusters Score -1058443 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1058537.875000 Penalty: 4332.820312
	Iteration 8Q: 3 clusters Score -1058538 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1058588.875000 Penalty: 4332.820312
	Iteration 9Q: 3 clusters Score -1058589 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1058610.000000 Penalty: 4332.820312
	Iteration 10Q: 3 clusters Score -1058610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1058622.250000 Penalty: 4332.820312
	Iteration 11Q: 3 clusters Score -1058622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1058626.750000 Penalty: 4332.820312
	Iteration 12Q: 3 clusters Score -1058627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1058631.875000 Penalty: 4332.820312
	Iteration 13Q: 3 clusters Score -1058632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1058633.500000 Penalty: 4332.820312
	Iteration 14Q: 3 clusters Score -1058634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1058635.250000 Penalty: 4332.820312
	Iteration 15Q: 3 clusters Score -1058635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1058637.750000 Penalty: 4332.820312
	Iteration 16Q: 3 clusters Score -1058638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1058641.125000 Penalty: 4332.820312
	Iteration 17Q: 3 clusters Score -1058641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1058642.250000 Penalty: 4332.820312
	Iteration 18Q: 3 clusters Score -1058642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1058645.750000 Penalty: 4332.820312
	Iteration 19Q: 3 clusters Score -1058646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1058647.250000 Penalty: 4332.820312
	Iteration 20F: 3 clusters Score -1058647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1058648.500000 Penalty: 4332.820312
	Iteration 21Q: 3 clusters Score -1058648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1058651.500000 Penalty: 4332.820312
	Iteration 22Q: 3 clusters Score -1058652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1058652.125000 Penalty: 4332.820312
	Iteration 23Q: 3 clusters Score -1058652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1058656.250000 Penalty: 4332.820312
	Iteration 24Q: 3 clusters Score -1058656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1058656.125000 Penalty: 4332.820312
	Iteration 25Q: 3 clusters Score -1058656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1058655.875000 Penalty: 4332.820312
	Iteration 26Q: 3 clusters Score -1058656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1058657.750000 Penalty: 4332.820312
	Iteration 27Q: 3 clusters Score -1058658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1058656.500000 Penalty: 4332.820312
	Iteration 28Q: 3 clusters Score -1058656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1058658.375000 Penalty: 4332.820312
	Iteration 29Q: 3 clusters Score -1058658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1058657.750000 Penalty: 4332.820312
	Iteration 30Q: 3 clusters Score -1058658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1058659.875000 Penalty: 4332.820312
	Iteration 31Q: 3 clusters Score -1058660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1058659.625000 Penalty: 4332.820312
	Iteration 32Q: 3 clusters Score -1058660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1058660.500000 Penalty: 4332.820312
	Iteration 33Q: 3 clusters Score -1058660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1058662.375000 Penalty: 4332.820312
	Iteration 34Q: 3 clusters Score -1058662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1058660.625000 Penalty: 4332.820312
	Iteration 35Q: 3 clusters Score -1058661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1058660.625000 Penalty: 4332.820312
	Iteration 36F: 3 clusters Score -1058661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Entering Unmasked Estep 
Score: -1955565.250000 Penalty: 2322.337158
	Iteration 0F: 2 clusters Score -1955565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1946791.250000 Penalty: 4644.674316
	Iteration 0F: 3 clusters Score -1946791 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1949467.000000 Penalty: 4644.674316
	Iteration 1F: 3 clusters Score -1949467 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1949792.875000 Penalty: 4644.674316
	Iteration 2F: 3 clusters Score -1949793 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1950058.875000 Penalty: 4644.674316
	Iteration 3F: 3 clusters Score -1950059 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1950291.500000 Penalty: 4644.674316
	Iteration 4Q: 3 clusters Score -1950292 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1950539.125000 Penalty: 4644.674316
	Iteration 5Q: 3 clusters Score -1950539 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1950767.000000 Penalty: 4644.674316
	Iteration 6Q: 3 clusters Score -1950767 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1950994.750000 Penalty: 4644.674316
	Iteration 7Q: 3 clusters Score -1950995 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1951207.750000 Penalty: 4644.674316
	Iteration 8Q: 3 clusters Score -1951208 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1951396.375000 Penalty: 4644.674316
	Iteration 9Q: 3 clusters Score -1951396 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1951581.875000 Penalty: 4644.674316
	Iteration 10Q: 3 clusters Score -1951582 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1951786.875000 Penalty: 4644.674316
	Iteration 11Q: 3 clusters Score -1951787 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1951981.500000 Penalty: 4644.674316
	Iteration 12Q: 3 clusters Score -1951982 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1952146.125000 Penalty: 4644.674316
	Iteration 13Q: 3 clusters Score -1952146 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1952319.375000 Penalty: 4644.674316
	Iteration 14Q: 3 clusters Score -1952319 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1952475.625000 Penalty: 4644.674316
	Iteration 15Q: 3 clusters Score -1952476 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1952626.750000 Penalty: 4644.674316
	Iteration 16Q: 3 clusters Score -1952627 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1952750.125000 Penalty: 4644.674316
	Iteration 17Q: 3 clusters Score -1952750 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1952885.625000 Penalty: 4644.674316
	Iteration 18Q: 3 clusters Score -1952886 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1952979.625000 Penalty: 4644.674316
	Iteration 19Q: 3 clusters Score -1952980 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1953060.375000 Penalty: 4644.674316
	Iteration 20F: 3 clusters Score -1953060 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1953136.750000 Penalty: 4644.674316
	Iteration 21Q: 3 clusters Score -1953137 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1953218.750000 Penalty: 4644.674316
	Iteration 22Q: 3 clusters Score -1953219 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1953291.500000 Penalty: 4644.674316
	Iteration 23Q: 3 clusters Score -1953292 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1953337.250000 Penalty: 4644.674316
	Iteration 24Q: 3 clusters Score -1953337 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1953376.250000 Penalty: 4644.674316
	Iteration 25Q: 3 clusters Score -1953376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1953412.375000 Penalty: 4644.674316
	Iteration 26Q: 3 clusters Score -1953412 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1953444.500000 Penalty: 4644.674316
	Iteration 27Q: 3 clusters Score -1953444 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1953471.250000 Penalty: 4644.674316
	Iteration 28Q: 3 clusters Score -1953471 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1953498.125000 Penalty: 4644.674316
	Iteration 29Q: 3 clusters Score -1953498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1953518.750000 Penalty: 4644.674316
	Iteration 30Q: 3 clusters Score -1953519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1953532.375000 Penalty: 4644.674316
	Iteration 31Q: 3 clusters Score -1953532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1953547.250000 Penalty: 4644.674316
	Iteration 32Q: 3 clusters Score -1953547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1953557.500000 Penalty: 4644.674316
	Iteration 33Q: 3 clusters Score -1953558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1953567.625000 Penalty: 4644.674316
	Iteration 34Q: 3 clusters Score -1953568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1953573.875000 Penalty: 4644.674316
	Iteration 35Q: 3 clusters Score -1953574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1953581.625000 Penalty: 4644.674316
	Iteration 36Q: 3 clusters Score -1953582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1953583.750000 Penalty: 4644.674316
	Iteration 37Q: 3 clusters Score -1953584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1953583.625000 Penalty: 4644.674316
	Iteration 38Q: 3 clusters Score -1953584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1953585.000000 Penalty: 4644.674316
	Iteration 39Q: 3 clusters Score -1953585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1953584.875000 Penalty: 4644.674316
	Iteration 40F: 3 clusters Score -1953585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1953587.375000 Penalty: 4644.674316
	Iteration 41Q: 3 clusters Score -1953587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1953589.625000 Penalty: 4644.674316
	Iteration 42Q: 3 clusters Score -1953590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1953590.125000 Penalty: 4644.674316
	Iteration 43Q: 3 clusters Score -1953590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1953590.125000 Penalty: 4644.674316
	Iteration 44Q: 3 clusters Score -1953590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1953594.375000 Penalty: 4644.674316
	Iteration 45Q: 3 clusters Score -1953594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1953594.000000 Penalty: 4644.674316
	Iteration 46Q: 3 clusters Score -1953594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1953595.875000 Penalty: 4644.674316
	Iteration 47Q: 3 clusters Score -1953596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1953595.750000 Penalty: 4644.674316
	Iteration 48Q: 3 clusters Score -1953596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1953595.750000 Penalty: 4644.674316
	Iteration 49F: 3 clusters Score -1953596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Entering Unmasked Estep 
Score: -1893173.500000 Penalty: 2336.469727
	Iteration 0F: 2 clusters Score -1893174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1884011.250000 Penalty: 4672.939453
	Iteration 0F: 3 clusters Score -1884011 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1887099.125000 Penalty: 4672.939453
	Iteration 1F: 3 clusters Score -1887099 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1887829.625000 Penalty: 4672.939453
	Iteration 2F: 3 clusters Score -1887830 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1888705.125000 Penalty: 4672.939453
	Iteration 3F: 3 clusters Score -1888705 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1889634.000000 Penalty: 4672.939453
	Iteration 4F: 3 clusters Score -1889634 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1890437.750000 Penalty: 4672.939453
	Iteration 5F: 3 clusters Score -1890438 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1890988.375000 Penalty: 4672.939453
	Iteration 6F: 3 clusters Score -1890988 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1891385.625000 Penalty: 4672.939453
	Iteration 7Q: 3 clusters Score -1891386 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1891681.125000 Penalty: 4672.939453
	Iteration 8Q: 3 clusters Score -1891681 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1891884.875000 Penalty: 4672.939453
	Iteration 9Q: 3 clusters Score -1891885 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1892039.250000 Penalty: 4672.939453
	Iteration 10Q: 3 clusters Score -1892039 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1892156.625000 Penalty: 4672.939453
	Iteration 11Q: 3 clusters Score -1892157 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1892246.625000 Penalty: 4672.939453
	Iteration 12Q: 3 clusters Score -1892247 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1892301.000000 Penalty: 4672.939453
	Iteration 13Q: 3 clusters Score -1892301 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1892339.875000 Penalty: 4672.939453
	Iteration 14Q: 3 clusters Score -1892340 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1892371.875000 Penalty: 4672.939453
	Iteration 15Q: 3 clusters Score -1892372 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1892390.625000 Penalty: 4672.939453
	Iteration 16Q: 3 clusters Score -1892391 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1892409.250000 Penalty: 4672.939453
	Iteration 17Q: 3 clusters Score -1892409 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1892415.375000 Penalty: 4672.939453
	Iteration 18Q: 3 clusters Score -1892415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1892421.750000 Penalty: 4672.939453
	Iteration 19Q: 3 clusters Score -1892422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1892429.375000 Penalty: 4672.939453
	Iteration 20F: 3 clusters Score -1892429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1892432.875000 Penalty: 4672.939453
	Iteration 21Q: 3 clusters Score -1892433 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1892440.000000 Penalty: 4672.939453
	Iteration 22Q: 3 clusters Score -1892440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1892444.125000 Penalty: 4672.939453
	Iteration 23Q: 3 clusters Score -1892444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1892448.250000 Penalty: 4672.939453
	Iteration 24Q: 3 clusters Score -1892448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1892449.000000 Penalty: 4672.939453
	Iteration 25Q: 3 clusters Score -1892449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1892454.875000 Penalty: 4672.939453
	Iteration 26Q: 3 clusters Score -1892455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1892456.000000 Penalty: 4672.939453
	Iteration 27Q: 3 clusters Score -1892456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1892455.875000 Penalty: 4672.939453
	Iteration 28Q: 3 clusters Score -1892456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1892457.625000 Penalty: 4672.939453
	Iteration 29Q: 3 clusters Score -1892458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1892458.125000 Penalty: 4672.939453
	Iteration 30Q: 3 clusters Score -1892458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1892457.875000 Penalty: 4672.939453
	Iteration 31Q: 3 clusters Score -1892458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1892462.500000 Penalty: 4672.939453
	Iteration 32Q: 3 clusters Score -1892462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1892462.000000 Penalty: 4672.939453
	Iteration 33Q: 3 clusters Score -1892462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1892464.000000 Penalty: 4672.939453
	Iteration 34Q: 3 clusters Score -1892464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1892466.500000 Penalty: 4672.939453
	Iteration 35Q: 3 clusters Score -1892466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1892466.250000 Penalty: 4672.939453
	Iteration 36Q: 3 clusters Score -1892466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1892466.875000 Penalty: 4672.939453
	Iteration 37Q: 3 clusters Score -1892467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1892466.250000 Penalty: 4672.939453
	Iteration 38Q: 3 clusters Score -1892466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1892467.500000 Penalty: 4672.939453
	Iteration 39Q: 3 clusters Score -1892468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1892468.625000 Penalty: 4672.939453
	Iteration 40F: 3 clusters Score -1892469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1892466.125000 Penalty: 4672.939453
	Iteration 41Q: 3 clusters Score -1892466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1892466.500000 Penalty: 4672.939453
	Iteration 42Q: 3 clusters Score -1892466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1892466.500000 Penalty: 4672.939453
	Iteration 43Q: 3 clusters Score -1892466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1892469.000000 Penalty: 4672.939453
	Iteration 44Q: 3 clusters Score -1892469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1892469.375000 Penalty: 4672.939453
	Iteration 45Q: 3 clusters Score -1892469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1892469.375000 Penalty: 4672.939453
	Iteration 46F: 3 clusters Score -1892469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Entering Unmasked Estep 
Score: -871156.062500 Penalty: 2127.088623
	Iteration 0F: 2 clusters Score -871156.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -866443.937500 Penalty: 4254.177246
	Iteration 0F: 3 clusters Score -866443.9 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -867611.437500 Penalty: 4254.177246
	Iteration 1F: 3 clusters Score -867611.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -867809.625000 Penalty: 4254.177246
	Iteration 2F: 3 clusters Score -867809.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -867934.500000 Penalty: 4254.177246
	Iteration 3Q: 3 clusters Score -867934.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -868041.500000 Penalty: 4254.177246
	Iteration 4Q: 3 clusters Score -868041.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -868111.062500 Penalty: 4254.177246
	Iteration 5Q: 3 clusters Score -868111.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -868167.750000 Penalty: 4254.177246
	Iteration 6Q: 3 clusters Score -868167.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -868225.375000 Penalty: 4254.177246
	Iteration 7Q: 3 clusters Score -868225.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -868293.062500 Penalty: 4254.177246
	Iteration 8Q: 3 clusters Score -868293.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -868357.750000 Penalty: 4254.177246
	Iteration 9Q: 3 clusters Score -868357.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -868434.062500 Penalty: 4254.177246
	Iteration 10Q: 3 clusters Score -868434.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -868513.812500 Penalty: 4254.177246
	Iteration 11Q: 3 clusters Score -868513.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -868601.500000 Penalty: 4254.177246
	Iteration 12Q: 3 clusters Score -868601.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -868679.312500 Penalty: 4254.177246
	Iteration 13Q: 3 clusters Score -868679.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -868755.125000 Penalty: 4254.177246
	Iteration 14Q: 3 clusters Score -868755.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -868832.687500 Penalty: 4254.177246
	Iteration 15Q: 3 clusters Score -868832.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -868907.000000 Penalty: 4254.177246
	Iteration 16Q: 3 clusters Score -868907 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -868963.687500 Penalty: 4254.177246
	Iteration 17Q: 3 clusters Score -868963.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -869017.000000 Penalty: 4254.177246
	Iteration 18Q: 3 clusters Score -869017 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -869055.562500 Penalty: 4254.177246
	Iteration 19Q: 3 clusters Score -869055.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -869084.625000 Penalty: 4254.177246
	Iteration 20F: 3 clusters Score -869084.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -869113.687500 Penalty: 4254.177246
	Iteration 21Q: 3 clusters Score -869113.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -869136.625000 Penalty: 4254.177246
	Iteration 22Q: 3 clusters Score -869136.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -869157.500000 Penalty: 4254.177246
	Iteration 23Q: 3 clusters Score -869157.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -869185.812500 Penalty: 4254.177246
	Iteration 24Q: 3 clusters Score -869185.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -869208.312500 Penalty: 4254.177246
	Iteration 25Q: 3 clusters Score -869208.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -869234.750000 Penalty: 4254.177246
	Iteration 26Q: 3 clusters Score -869234.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -869255.312500 Penalty: 4254.177246
	Iteration 27Q: 3 clusters Score -869255.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -869272.750000 Penalty: 4254.177246
	Iteration 28Q: 3 clusters Score -869272.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -869290.125000 Penalty: 4254.177246
	Iteration 29Q: 3 clusters Score -869290.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -869306.125000 Penalty: 4254.177246
	Iteration 30Q: 3 clusters Score -869306.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -869318.687500 Penalty: 4254.177246
	Iteration 31Q: 3 clusters Score -869318.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -869338.937500 Penalty: 4254.177246
	Iteration 32Q: 3 clusters Score -869338.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -869350.875000 Penalty: 4254.177246
	Iteration 33Q: 3 clusters Score -869350.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -869352.250000 Penalty: 4254.177246
	Iteration 34Q: 3 clusters Score -869352.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -869353.937500 Penalty: 4254.177246
	Iteration 35Q: 3 clusters Score -869353.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -869359.000000 Penalty: 4254.177246
	Iteration 36Q: 3 clusters Score -869359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -869363.375000 Penalty: 4254.177246
	Iteration 37Q: 3 clusters Score -869363.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -869367.062500 Penalty: 4254.177246
	Iteration 38Q: 3 clusters Score -869367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -869367.562500 Penalty: 4254.177246
	Iteration 39Q: 3 clusters Score -869367.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -869370.312500 Penalty: 4254.177246
	Iteration 40F: 3 clusters Score -869370.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -869370.750000 Penalty: 4254.177246
	Iteration 41Q: 3 clusters Score -869370.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -869370.750000 Penalty: 4254.177246
	Iteration 42F: 3 clusters Score -869370.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (52974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Entering Unmasked Estep 
Score: -8857796.000000 Penalty: 2697.634033
	Iteration 0F: 2 clusters Score -8857796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -8822309.000000 Penalty: 5395.268066
	Iteration 0F: 3 clusters Score -8822309 nChanged 24620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -8836067.000000 Penalty: 5395.268066
	Iteration 1F: 3 clusters Score -8836067 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -8836637.000000 Penalty: 5395.268066
	Iteration 2Q: 3 clusters Score -8836637 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -8837148.000000 Penalty: 5395.268066
	Iteration 3Q: 3 clusters Score -8837148 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -8837739.000000 Penalty: 5395.268066
	Iteration 4Q: 3 clusters Score -8837739 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -8838439.000000 Penalty: 5395.268066
	Iteration 5Q: 3 clusters Score -8838439 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -8839171.000000 Penalty: 5395.268066
	Iteration 6Q: 3 clusters Score -8839171 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -8840186.000000 Penalty: 5395.268066
	Iteration 7Q: 3 clusters Score -8840186 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -8841589.000000 Penalty: 5395.268066
	Iteration 8F: 3 clusters Score -8841589 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -8843721.000000 Penalty: 5395.268066
	Iteration 9F: 3 clusters Score -8843721 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -8846432.000000 Penalty: 5395.268066
	Iteration 10F: 3 clusters Score -8846432 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -8849128.000000 Penalty: 5395.268066
	Iteration 11F: 3 clusters Score -8849128 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -8851228.000000 Penalty: 5395.268066
	Iteration 12Q: 3 clusters Score -8851228 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -8852666.000000 Penalty: 5395.268066
	Iteration 13Q: 3 clusters Score -8852666 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -8853591.000000 Penalty: 5395.268066
	Iteration 14Q: 3 clusters Score -8853591 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -8854295.000000 Penalty: 5395.268066
	Iteration 15Q: 3 clusters Score -8854295 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -8854771.000000 Penalty: 5395.268066
	Iteration 16Q: 3 clusters Score -8854771 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -8855159.000000 Penalty: 5395.268066
	Iteration 17Q: 3 clusters Score -8855159 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -8855443.000000 Penalty: 5395.268066
	Iteration 18Q: 3 clusters Score -8855443 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -8855595.000000 Penalty: 5395.268066
	Iteration 19Q: 3 clusters Score -8855595 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -8855704.000000 Penalty: 5395.268066
	Iteration 20F: 3 clusters Score -8855704 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -8855791.000000 Penalty: 5395.268066
	Iteration 21Q: 3 clusters Score -8855791 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -8855841.000000 Penalty: 5395.268066
	Iteration 22Q: 3 clusters Score -8855841 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -8855873.000000 Penalty: 5395.268066
	Iteration 23Q: 3 clusters Score -8855873 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -8855899.000000 Penalty: 5395.268066
	Iteration 24Q: 3 clusters Score -8855899 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -8855909.000000 Penalty: 5395.268066
	Iteration 25Q: 3 clusters Score -8855909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 51458 members 
Entering Unmasked Estep 
Score: -8855927.000000 Penalty: 5395.268066
	Iteration 26Q: 3 clusters Score -8855927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -8855946.000000 Penalty: 5395.268066
	Iteration 27Q: 3 clusters Score -8855946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -8855954.000000 Penalty: 5395.268066
	Iteration 28Q: 3 clusters Score -8855954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -8855954.000000 Penalty: 5395.268066
	Iteration 29Q: 3 clusters Score -8855954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -8855959.000000 Penalty: 5395.268066
	Iteration 30Q: 3 clusters Score -8855959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -8855977.000000 Penalty: 5395.268066
	Iteration 31Q: 3 clusters Score -8855977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -8855959.000000 Penalty: 5395.268066
	Iteration 32Q: 3 clusters Score -8855959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -8855978.000000 Penalty: 5395.268066
	Iteration 33Q: 3 clusters Score -8855978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -8855976.000000 Penalty: 5395.268066
	Iteration 34Q: 3 clusters Score -8855976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -8855982.000000 Penalty: 5395.268066
	Iteration 35Q: 3 clusters Score -8855982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -8855985.000000 Penalty: 5395.268066
	Iteration 36Q: 3 clusters Score -8855985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -8855986.000000 Penalty: 5395.268066
	Iteration 37Q: 3 clusters Score -8855986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 51581 members 
Entering Unmasked Estep 
Score: -8856005.000000 Penalty: 5395.268066
	Iteration 38Q: 3 clusters Score -8856005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -8856000.000000 Penalty: 5395.268066
	Iteration 39Q: 3 clusters Score -8856000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -8855992.000000 Penalty: 5395.268066
	Iteration 40F: 3 clusters Score -8855992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -8856002.000000 Penalty: 5395.268066
	Iteration 41Q: 3 clusters Score -8856002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -8855997.000000 Penalty: 5395.268066
	Iteration 42Q: 3 clusters Score -8855997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -8856002.000000 Penalty: 5395.268066
	Iteration 43Q: 3 clusters Score -8856002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 51599 members 
Entering Unmasked Estep 
Score: -8856000.000000 Penalty: 5395.268066
	Iteration 44Q: 3 clusters Score -8856000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -8855992.000000 Penalty: 5395.268066
	Iteration 45Q: 3 clusters Score -8855992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -8855999.000000 Penalty: 5395.268066
	Iteration 46Q: 3 clusters Score -8855999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -8856003.000000 Penalty: 5395.268066
	Iteration 47Q: 3 clusters Score -8856003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -8855999.000000 Penalty: 5395.268066
	Iteration 48Q: 3 clusters Score -8855999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -8856002.000000 Penalty: 5395.268066
	Iteration 49Q: 3 clusters Score -8856002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -8856005.000000 Penalty: 5395.268066
	Iteration 50Q: 3 clusters Score -8856005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -8856011.000000 Penalty: 5395.268066
	Iteration 51Q: 3 clusters Score -8856011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -8856016.000000 Penalty: 5395.268066
	Iteration 52Q: 3 clusters Score -8856016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -8856023.000000 Penalty: 5395.268066
	Iteration 53Q: 3 clusters Score -8856023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -8856016.000000 Penalty: 5395.268066
	Iteration 54Q: 3 clusters Score -8856016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -8856018.000000 Penalty: 5395.268066
	Iteration 55Q: 3 clusters Score -8856018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -8856017.000000 Penalty: 5395.268066
	Iteration 56Q: 3 clusters Score -8856017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -8856017.000000 Penalty: 5395.268066
	Iteration 57Q: 3 clusters Score -8856017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -8856013.000000 Penalty: 5395.268066
	Iteration 58Q: 3 clusters Score -8856013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -8856016.000000 Penalty: 5395.268066
	Iteration 59Q: 3 clusters Score -8856016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -8856023.000000 Penalty: 5395.268066
	Iteration 60F: 3 clusters Score -8856023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -8856019.000000 Penalty: 5395.268066
	Iteration 61Q: 3 clusters Score -8856019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -8856018.000000 Penalty: 5395.268066
	Iteration 62Q: 3 clusters Score -8856018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -8856015.000000 Penalty: 5395.268066
	Iteration 63Q: 3 clusters Score -8856015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -8856021.000000 Penalty: 5395.268066
	Iteration 64Q: 3 clusters Score -8856021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -8856008.000000 Penalty: 5395.268066
	Iteration 65Q: 3 clusters Score -8856008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -8856011.000000 Penalty: 5395.268066
	Iteration 66Q: 3 clusters Score -8856011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -8856011.000000 Penalty: 5395.268066
	Iteration 67F: 3 clusters Score -8856011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Entering Unmasked Estep 
Score: -1866295.000000 Penalty: 2322.995361
	Iteration 0F: 2 clusters Score -1866295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1857611.625000 Penalty: 4645.990723
	Iteration 0F: 3 clusters Score -1857612 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1860340.000000 Penalty: 4645.990723
	Iteration 1F: 3 clusters Score -1860340 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1860830.250000 Penalty: 4645.990723
	Iteration 2F: 3 clusters Score -1860830 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1861263.250000 Penalty: 4645.990723
	Iteration 3F: 3 clusters Score -1861263 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1861667.500000 Penalty: 4645.990723
	Iteration 4F: 3 clusters Score -1861668 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1862067.625000 Penalty: 4645.990723
	Iteration 5F: 3 clusters Score -1862068 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1862411.500000 Penalty: 4645.990723
	Iteration 6Q: 3 clusters Score -1862412 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1862689.625000 Penalty: 4645.990723
	Iteration 7Q: 3 clusters Score -1862690 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1862961.000000 Penalty: 4645.990723
	Iteration 8Q: 3 clusters Score -1862961 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1863189.625000 Penalty: 4645.990723
	Iteration 9Q: 3 clusters Score -1863190 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1863377.750000 Penalty: 4645.990723
	Iteration 10Q: 3 clusters Score -1863378 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1863531.125000 Penalty: 4645.990723
	Iteration 11Q: 3 clusters Score -1863531 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1863673.625000 Penalty: 4645.990723
	Iteration 12Q: 3 clusters Score -1863674 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1863789.625000 Penalty: 4645.990723
	Iteration 13Q: 3 clusters Score -1863790 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1863863.125000 Penalty: 4645.990723
	Iteration 14Q: 3 clusters Score -1863863 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1863921.625000 Penalty: 4645.990723
	Iteration 15Q: 3 clusters Score -1863922 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1863972.500000 Penalty: 4645.990723
	Iteration 16Q: 3 clusters Score -1863972 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1864028.375000 Penalty: 4645.990723
	Iteration 17Q: 3 clusters Score -1864028 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1864076.625000 Penalty: 4645.990723
	Iteration 18Q: 3 clusters Score -1864077 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1864127.000000 Penalty: 4645.990723
	Iteration 19Q: 3 clusters Score -1864127 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1864196.000000 Penalty: 4645.990723
	Iteration 20F: 3 clusters Score -1864196 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1864272.500000 Penalty: 4645.990723
	Iteration 21Q: 3 clusters Score -1864272 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1864344.250000 Penalty: 4645.990723
	Iteration 22Q: 3 clusters Score -1864344 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1864419.375000 Penalty: 4645.990723
	Iteration 23Q: 3 clusters Score -1864419 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1864485.625000 Penalty: 4645.990723
	Iteration 24Q: 3 clusters Score -1864486 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1864536.375000 Penalty: 4645.990723
	Iteration 25Q: 3 clusters Score -1864536 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1864574.750000 Penalty: 4645.990723
	Iteration 26Q: 3 clusters Score -1864575 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1864609.250000 Penalty: 4645.990723
	Iteration 27Q: 3 clusters Score -1864609 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1864633.875000 Penalty: 4645.990723
	Iteration 28Q: 3 clusters Score -1864634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1864665.375000 Penalty: 4645.990723
	Iteration 29Q: 3 clusters Score -1864665 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1864698.500000 Penalty: 4645.990723
	Iteration 30Q: 3 clusters Score -1864698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1864730.375000 Penalty: 4645.990723
	Iteration 31Q: 3 clusters Score -1864730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1864748.625000 Penalty: 4645.990723
	Iteration 32Q: 3 clusters Score -1864749 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1864765.625000 Penalty: 4645.990723
	Iteration 33Q: 3 clusters Score -1864766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1864778.625000 Penalty: 4645.990723
	Iteration 34Q: 3 clusters Score -1864779 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1864787.750000 Penalty: 4645.990723
	Iteration 35Q: 3 clusters Score -1864788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1864792.875000 Penalty: 4645.990723
	Iteration 36Q: 3 clusters Score -1864793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1864804.375000 Penalty: 4645.990723
	Iteration 37Q: 3 clusters Score -1864804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1864806.250000 Penalty: 4645.990723
	Iteration 38Q: 3 clusters Score -1864806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1864811.750000 Penalty: 4645.990723
	Iteration 39Q: 3 clusters Score -1864812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1864812.250000 Penalty: 4645.990723
	Iteration 40F: 3 clusters Score -1864812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1864811.875000 Penalty: 4645.990723
	Iteration 41Q: 3 clusters Score -1864812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1864818.250000 Penalty: 4645.990723
	Iteration 42Q: 3 clusters Score -1864818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1864819.375000 Penalty: 4645.990723
	Iteration 43Q: 3 clusters Score -1864819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1864821.125000 Penalty: 4645.990723
	Iteration 44Q: 3 clusters Score -1864821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1864821.125000 Penalty: 4645.990723
	Iteration 45F: 3 clusters Score -1864821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Entering Unmasked Estep 
Score: -696302.000000 Penalty: 2080.279297
	Iteration 0F: 2 clusters Score -696302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -692199.812500 Penalty: 4160.558594
	Iteration 0F: 3 clusters Score -692199.8 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -693311.062500 Penalty: 4160.558594
	Iteration 1F: 3 clusters Score -693311.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -693683.562500 Penalty: 4160.558594
	Iteration 2F: 3 clusters Score -693683.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -693919.375000 Penalty: 4160.558594
	Iteration 3F: 3 clusters Score -693919.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -694106.125000 Penalty: 4160.558594
	Iteration 4F: 3 clusters Score -694106.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -694276.812500 Penalty: 4160.558594
	Iteration 5Q: 3 clusters Score -694276.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -694475.375000 Penalty: 4160.558594
	Iteration 6Q: 3 clusters Score -694475.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -694684.937500 Penalty: 4160.558594
	Iteration 7Q: 3 clusters Score -694684.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -694855.875000 Penalty: 4160.558594
	Iteration 8Q: 3 clusters Score -694855.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -694970.312500 Penalty: 4160.558594
	Iteration 9Q: 3 clusters Score -694970.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -695089.625000 Penalty: 4160.558594
	Iteration 10Q: 3 clusters Score -695089.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -695181.687500 Penalty: 4160.558594
	Iteration 11Q: 3 clusters Score -695181.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -695245.000000 Penalty: 4160.558594
	Iteration 12Q: 3 clusters Score -695245 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -695289.875000 Penalty: 4160.558594
	Iteration 13Q: 3 clusters Score -695289.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -695332.062500 Penalty: 4160.558594
	Iteration 14Q: 3 clusters Score -695332.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -695365.125000 Penalty: 4160.558594
	Iteration 15Q: 3 clusters Score -695365.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -695397.625000 Penalty: 4160.558594
	Iteration 16Q: 3 clusters Score -695397.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -695424.437500 Penalty: 4160.558594
	Iteration 17Q: 3 clusters Score -695424.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -695451.437500 Penalty: 4160.558594
	Iteration 18Q: 3 clusters Score -695451.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -695465.937500 Penalty: 4160.558594
	Iteration 19Q: 3 clusters Score -695465.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -695476.000000 Penalty: 4160.558594
	Iteration 20F: 3 clusters Score -695476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -695482.875000 Penalty: 4160.558594
	Iteration 21Q: 3 clusters Score -695482.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -695493.312500 Penalty: 4160.558594
	Iteration 22Q: 3 clusters Score -695493.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -695501.875000 Penalty: 4160.558594
	Iteration 23Q: 3 clusters Score -695501.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -695513.562500 Penalty: 4160.558594
	Iteration 24Q: 3 clusters Score -695513.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -695517.687500 Penalty: 4160.558594
	Iteration 25Q: 3 clusters Score -695517.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -695525.562500 Penalty: 4160.558594
	Iteration 26Q: 3 clusters Score -695525.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -695533.312500 Penalty: 4160.558594
	Iteration 27Q: 3 clusters Score -695533.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -695540.687500 Penalty: 4160.558594
	Iteration 28Q: 3 clusters Score -695540.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -695551.875000 Penalty: 4160.558594
	Iteration 29Q: 3 clusters Score -695551.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -695558.750000 Penalty: 4160.558594
	Iteration 30Q: 3 clusters Score -695558.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -695570.062500 Penalty: 4160.558594
	Iteration 31Q: 3 clusters Score -695570.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -695579.437500 Penalty: 4160.558594
	Iteration 32Q: 3 clusters Score -695579.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -695588.375000 Penalty: 4160.558594
	Iteration 33Q: 3 clusters Score -695588.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -695600.500000 Penalty: 4160.558594
	Iteration 34Q: 3 clusters Score -695600.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -695609.875000 Penalty: 4160.558594
	Iteration 35Q: 3 clusters Score -695609.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -695619.500000 Penalty: 4160.558594
	Iteration 36Q: 3 clusters Score -695619.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -695628.937500 Penalty: 4160.558594
	Iteration 37Q: 3 clusters Score -695628.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -695639.062500 Penalty: 4160.558594
	Iteration 38Q: 3 clusters Score -695639.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -695646.000000 Penalty: 4160.558594
	Iteration 39Q: 3 clusters Score -695646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -695650.312500 Penalty: 4160.558594
	Iteration 40F: 3 clusters Score -695650.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -695662.562500 Penalty: 4160.558594
	Iteration 41Q: 3 clusters Score -695662.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -695676.937500 Penalty: 4160.558594
	Iteration 42Q: 3 clusters Score -695676.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -695684.875000 Penalty: 4160.558594
	Iteration 43Q: 3 clusters Score -695684.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -695695.750000 Penalty: 4160.558594
	Iteration 44Q: 3 clusters Score -695695.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -695704.875000 Penalty: 4160.558594
	Iteration 45Q: 3 clusters Score -695704.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -695707.187500 Penalty: 4160.558594
	Iteration 46Q: 3 clusters Score -695707.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -695712.187500 Penalty: 4160.558594
	Iteration 47Q: 3 clusters Score -695712.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -695717.062500 Penalty: 4160.558594
	Iteration 48Q: 3 clusters Score -695717.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -695721.625000 Penalty: 4160.558594
	Iteration 49Q: 3 clusters Score -695721.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -695726.812500 Penalty: 4160.558594
	Iteration 50Q: 3 clusters Score -695726.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -695733.812500 Penalty: 4160.558594
	Iteration 51Q: 3 clusters Score -695733.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -695741.812500 Penalty: 4160.558594
	Iteration 52Q: 3 clusters Score -695741.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -695746.500000 Penalty: 4160.558594
	Iteration 53Q: 3 clusters Score -695746.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -695755.312500 Penalty: 4160.558594
	Iteration 54Q: 3 clusters Score -695755.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -695760.937500 Penalty: 4160.558594
	Iteration 55Q: 3 clusters Score -695760.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -695763.625000 Penalty: 4160.558594
	Iteration 56Q: 3 clusters Score -695763.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -695765.500000 Penalty: 4160.558594
	Iteration 57Q: 3 clusters Score -695765.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -695767.937500 Penalty: 4160.558594
	Iteration 58Q: 3 clusters Score -695767.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -695772.750000 Penalty: 4160.558594
	Iteration 59Q: 3 clusters Score -695772.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -695772.312500 Penalty: 4160.558594
	Iteration 60F: 3 clusters Score -695772.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -695772.812500 Penalty: 4160.558594
	Iteration 61Q: 3 clusters Score -695772.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -695774.937500 Penalty: 4160.558594
	Iteration 62Q: 3 clusters Score -695774.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -695776.937500 Penalty: 4160.558594
	Iteration 63Q: 3 clusters Score -695776.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -695777.500000 Penalty: 4160.558594
	Iteration 64Q: 3 clusters Score -695777.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -695779.250000 Penalty: 4160.558594
	Iteration 65Q: 3 clusters Score -695779.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -695780.000000 Penalty: 4160.558594
	Iteration 66Q: 3 clusters Score -695780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -695780.500000 Penalty: 4160.558594
	Iteration 67Q: 3 clusters Score -695780.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -695780.500000 Penalty: 4160.558594
	Iteration 68F: 3 clusters Score -695780.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -134987.109375 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -134987.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -133137.859375 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -133137.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -133505.953125 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -133506 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -133740.343750 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -133740.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -133974.843750 Penalty: 3356.602051
	Iteration 3F: 3 clusters Score -133974.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -134149.812500 Penalty: 3356.602051
	Iteration 4F: 3 clusters Score -134149.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -134288.796875 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -134288.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -134385.625000 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -134385.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -134465.078125 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -134465.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -134522.906250 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -134522.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -134544.578125 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -134544.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -134550.484375 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -134550.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -134557.781250 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -134557.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -134567.937500 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -134567.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -134582.265625 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -134582.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -134584.781250 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -134584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -134586.031250 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -134586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -134586.031250 Penalty: 3356.602051
	Iteration 16F: 3 clusters Score -134586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -396661.250000 Penalty: 1930.549438
	Iteration 0F: 2 clusters Score -396661.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -393786.437500 Penalty: 3861.098877
	Iteration 0F: 3 clusters Score -393786.4 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -394384.125000 Penalty: 3861.098877
	Iteration 1F: 3 clusters Score -394384.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -394618.031250 Penalty: 3861.098877
	Iteration 2F: 3 clusters Score -394618 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -394803.625000 Penalty: 3861.098877
	Iteration 3F: 3 clusters Score -394803.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -394951.187500 Penalty: 3861.098877
	Iteration 4F: 3 clusters Score -394951.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -395046.937500 Penalty: 3861.098877
	Iteration 5Q: 3 clusters Score -395046.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -395116.468750 Penalty: 3861.098877
	Iteration 6Q: 3 clusters Score -395116.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -395202.156250 Penalty: 3861.098877
	Iteration 7Q: 3 clusters Score -395202.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -395268.562500 Penalty: 3861.098877
	Iteration 8Q: 3 clusters Score -395268.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -395323.187500 Penalty: 3861.098877
	Iteration 9Q: 3 clusters Score -395323.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -395367.250000 Penalty: 3861.098877
	Iteration 10Q: 3 clusters Score -395367.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -395402.187500 Penalty: 3861.098877
	Iteration 11Q: 3 clusters Score -395402.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -395435.156250 Penalty: 3861.098877
	Iteration 12Q: 3 clusters Score -395435.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -395461.343750 Penalty: 3861.098877
	Iteration 13Q: 3 clusters Score -395461.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -395484.968750 Penalty: 3861.098877
	Iteration 14Q: 3 clusters Score -395485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -395496.500000 Penalty: 3861.098877
	Iteration 15Q: 3 clusters Score -395496.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -395509.531250 Penalty: 3861.098877
	Iteration 16Q: 3 clusters Score -395509.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -395518.718750 Penalty: 3861.098877
	Iteration 17Q: 3 clusters Score -395518.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -395524.843750 Penalty: 3861.098877
	Iteration 18Q: 3 clusters Score -395524.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -395535.468750 Penalty: 3861.098877
	Iteration 19Q: 3 clusters Score -395535.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -395544.250000 Penalty: 3861.098877
	Iteration 20F: 3 clusters Score -395544.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -395553.500000 Penalty: 3861.098877
	Iteration 21Q: 3 clusters Score -395553.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -395566.343750 Penalty: 3861.098877
	Iteration 22Q: 3 clusters Score -395566.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -395583.718750 Penalty: 3861.098877
	Iteration 23Q: 3 clusters Score -395583.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -395613.500000 Penalty: 3861.098877
	Iteration 24Q: 3 clusters Score -395613.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -395684.656250 Penalty: 3861.098877
	Iteration 25Q: 3 clusters Score -395684.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -395842.781250 Penalty: 3861.098877
	Iteration 26Q: 3 clusters Score -395842.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -396018.562500 Penalty: 3861.098877
	Iteration 27Q: 3 clusters Score -396018.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -396076.093750 Penalty: 3861.098877
	Iteration 28Q: 3 clusters Score -396076.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -396090.937500 Penalty: 3861.098877
	Iteration 29Q: 3 clusters Score -396090.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -396096.812500 Penalty: 3861.098877
	Iteration 30Q: 3 clusters Score -396096.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -396100.375000 Penalty: 3861.098877
	Iteration 31Q: 3 clusters Score -396100.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -396102.406250 Penalty: 3861.098877
	Iteration 32Q: 3 clusters Score -396102.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -396105.937500 Penalty: 3861.098877
	Iteration 33Q: 3 clusters Score -396105.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -396107.906250 Penalty: 3861.098877
	Iteration 34Q: 3 clusters Score -396107.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -396108.500000 Penalty: 3861.098877
	Iteration 35Q: 3 clusters Score -396108.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -396108.875000 Penalty: 3861.098877
	Iteration 36Q: 3 clusters Score -396108.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -396108.875000 Penalty: 3861.098877
	Iteration 37F: 3 clusters Score -396108.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (52608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52608 members 
Entering Unmasked Estep 
Score: -8871668.000000 Penalty: 2695.914551
	Iteration 0F: 2 clusters Score -8871668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -8836513.000000 Penalty: 5391.829102
	Iteration 0F: 3 clusters Score -8836513 nChanged 24395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -8850353.000000 Penalty: 5391.829102
	Iteration 1F: 3 clusters Score -8850353 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -8851272.000000 Penalty: 5391.829102
	Iteration 2Q: 3 clusters Score -8851272 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -8852475.000000 Penalty: 5391.829102
	Iteration 3F: 3 clusters Score -8852475 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -8854187.000000 Penalty: 5391.829102
	Iteration 4F: 3 clusters Score -8854187 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -8856164.000000 Penalty: 5391.829102
	Iteration 5F: 3 clusters Score -8856164 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -8858604.000000 Penalty: 5391.829102
	Iteration 6F: 3 clusters Score -8858604 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -8861140.000000 Penalty: 5391.829102
	Iteration 7F: 3 clusters Score -8861140 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -8863676.000000 Penalty: 5391.829102
	Iteration 8F: 3 clusters Score -8863676 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -8865822.000000 Penalty: 5391.829102
	Iteration 9Q: 3 clusters Score -8865822 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -8867382.000000 Penalty: 5391.829102
	Iteration 10Q: 3 clusters Score -8867382 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -8868221.000000 Penalty: 5391.829102
	Iteration 11Q: 3 clusters Score -8868221 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -8868709.000000 Penalty: 5391.829102
	Iteration 12Q: 3 clusters Score -8868709 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -8868982.000000 Penalty: 5391.829102
	Iteration 13Q: 3 clusters Score -8868982 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -8869161.000000 Penalty: 5391.829102
	Iteration 14Q: 3 clusters Score -8869161 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -8869297.000000 Penalty: 5391.829102
	Iteration 15Q: 3 clusters Score -8869297 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8869377.000000 Penalty: 5391.829102
	Iteration 16Q: 3 clusters Score -8869377 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -8869420.000000 Penalty: 5391.829102
	Iteration 17Q: 3 clusters Score -8869420 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -8869455.000000 Penalty: 5391.829102
	Iteration 18Q: 3 clusters Score -8869455 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -8869513.000000 Penalty: 5391.829102
	Iteration 19Q: 3 clusters Score -8869513 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8869537.000000 Penalty: 5391.829102
	Iteration 20F: 3 clusters Score -8869537 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -8869561.000000 Penalty: 5391.829102
	Iteration 21Q: 3 clusters Score -8869561 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -8869586.000000 Penalty: 5391.829102
	Iteration 22Q: 3 clusters Score -8869586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8869590.000000 Penalty: 5391.829102
	Iteration 23Q: 3 clusters Score -8869590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8869599.000000 Penalty: 5391.829102
	Iteration 24Q: 3 clusters Score -8869599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8869610.000000 Penalty: 5391.829102
	Iteration 25Q: 3 clusters Score -8869610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51243 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8869609.000000 Penalty: 5391.829102
	Iteration 26Q: 3 clusters Score -8869609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8869618.000000 Penalty: 5391.829102
	Iteration 27Q: 3 clusters Score -8869618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51276 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8869630.000000 Penalty: 5391.829102
	Iteration 28Q: 3 clusters Score -8869630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8869645.000000 Penalty: 5391.829102
	Iteration 29Q: 3 clusters Score -8869645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8869646.000000 Penalty: 5391.829102
	Iteration 30Q: 3 clusters Score -8869646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8869643.000000 Penalty: 5391.829102
	Iteration 31Q: 3 clusters Score -8869643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8869642.000000 Penalty: 5391.829102
	Iteration 32Q: 3 clusters Score -8869642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -8869646.000000 Penalty: 5391.829102
	Iteration 33Q: 3 clusters Score -8869646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8869654.000000 Penalty: 5391.829102
	Iteration 34Q: 3 clusters Score -8869654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8869660.000000 Penalty: 5391.829102
	Iteration 35Q: 3 clusters Score -8869660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8869659.000000 Penalty: 5391.829102
	Iteration 36Q: 3 clusters Score -8869659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8869658.000000 Penalty: 5391.829102
	Iteration 37Q: 3 clusters Score -8869658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8869656.000000 Penalty: 5391.829102
	Iteration 38Q: 3 clusters Score -8869656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8869656.000000 Penalty: 5391.829102
	Iteration 39F: 3 clusters Score -8869656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -332222.187500 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -332222.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -329577.625000 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -329577.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -330134.562500 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -330134.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -330300.562500 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -330300.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -330365.906250 Penalty: 3772.768311
	Iteration 3Q: 3 clusters Score -330365.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -330413.187500 Penalty: 3772.768311
	Iteration 4Q: 3 clusters Score -330413.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -330446.468750 Penalty: 3772.768311
	Iteration 5Q: 3 clusters Score -330446.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -330466.031250 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -330466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -330483.781250 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -330483.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -330504.562500 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -330504.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -330521.437500 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -330521.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -330536.156250 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -330536.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -330551.750000 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -330551.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -330565.968750 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -330566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -330574.062500 Penalty: 3772.768311
	Iteration 13Q: 3 clusters Score -330574.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -330578.968750 Penalty: 3772.768311
	Iteration 14Q: 3 clusters Score -330579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -330580.968750 Penalty: 3772.768311
	Iteration 15Q: 3 clusters Score -330581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -330584.250000 Penalty: 3772.768311
	Iteration 16Q: 3 clusters Score -330584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -330585.750000 Penalty: 3772.768311
	Iteration 17Q: 3 clusters Score -330585.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -330590.375000 Penalty: 3772.768311
	Iteration 18Q: 3 clusters Score -330590.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -330591.968750 Penalty: 3772.768311
	Iteration 19Q: 3 clusters Score -330592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -330593.156250 Penalty: 3772.768311
	Iteration 20F: 3 clusters Score -330593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -330593.187500 Penalty: 3772.768311
	Iteration 21Q: 3 clusters Score -330593.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -330593.187500 Penalty: 3772.768311
	Iteration 22F: 3 clusters Score -330593.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (17692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Entering Unmasked Estep 
Score: -3068883.250000 Penalty: 2425.655273
	Iteration 0F: 2 clusters Score -3068883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -3056382.500000 Penalty: 4851.310547
	Iteration 0F: 3 clusters Score -3056382 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -3060490.000000 Penalty: 4851.310547
	Iteration 1F: 3 clusters Score -3060490 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -3060922.250000 Penalty: 4851.310547
	Iteration 2F: 3 clusters Score -3060922 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3061291.250000 Penalty: 4851.310547
	Iteration 3F: 3 clusters Score -3061291 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3061641.500000 Penalty: 4851.310547
	Iteration 4Q: 3 clusters Score -3061642 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -3062060.500000 Penalty: 4851.310547
	Iteration 5Q: 3 clusters Score -3062060 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -3062570.750000 Penalty: 4851.310547
	Iteration 6Q: 3 clusters Score -3062571 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -3063184.750000 Penalty: 4851.310547
	Iteration 7F: 3 clusters Score -3063185 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -3063880.500000 Penalty: 4851.310547
	Iteration 8F: 3 clusters Score -3063880 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3064699.750000 Penalty: 4851.310547
	Iteration 9F: 3 clusters Score -3064700 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3065399.250000 Penalty: 4851.310547
	Iteration 10Q: 3 clusters Score -3065399 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3065907.250000 Penalty: 4851.310547
	Iteration 11Q: 3 clusters Score -3065907 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3066225.250000 Penalty: 4851.310547
	Iteration 12Q: 3 clusters Score -3066225 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3066427.750000 Penalty: 4851.310547
	Iteration 13Q: 3 clusters Score -3066428 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3066581.500000 Penalty: 4851.310547
	Iteration 14Q: 3 clusters Score -3066582 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3066651.750000 Penalty: 4851.310547
	Iteration 15Q: 3 clusters Score -3066652 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3066699.500000 Penalty: 4851.310547
	Iteration 16Q: 3 clusters Score -3066700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3066737.000000 Penalty: 4851.310547
	Iteration 17Q: 3 clusters Score -3066737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3066747.000000 Penalty: 4851.310547
	Iteration 18Q: 3 clusters Score -3066747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3066754.500000 Penalty: 4851.310547
	Iteration 19Q: 3 clusters Score -3066754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3066763.500000 Penalty: 4851.310547
	Iteration 20F: 3 clusters Score -3066764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3066766.250000 Penalty: 4851.310547
	Iteration 21Q: 3 clusters Score -3066766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3066778.000000 Penalty: 4851.310547
	Iteration 22Q: 3 clusters Score -3066778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3066778.750000 Penalty: 4851.310547
	Iteration 23Q: 3 clusters Score -3066779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3066778.250000 Penalty: 4851.310547
	Iteration 24Q: 3 clusters Score -3066778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3066779.500000 Penalty: 4851.310547
	Iteration 25Q: 3 clusters Score -3066780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3066779.500000 Penalty: 4851.310547
	Iteration 26F: 3 clusters Score -3066780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -227052.984375 Penalty: 1795.681152
	Iteration 0F: 2 clusters Score -227053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -224840.406250 Penalty: 3591.362305
	Iteration 0F: 3 clusters Score -224840.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -225194.000000 Penalty: 3591.362305
	Iteration 1F: 3 clusters Score -225194 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -225289.015625 Penalty: 3591.362305
	Iteration 2F: 3 clusters Score -225289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -225329.156250 Penalty: 3591.362305
	Iteration 3Q: 3 clusters Score -225329.2 nChanged 22
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: -225342.453125 Penalty: 3591.362305
	Iteration 4Q: 3 clusters Score -225342.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -225355.703125 Penalty: 3591.362305
	Iteration 5Q: 3 clusters Score -225355.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -225367.640625 Penalty: 3591.362305
	Iteration 6Q: 3 clusters Score -225367.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -225379.406250 Penalty: 3591.362305
	Iteration 7Q: 3 clusters Score -225379.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -225392.625000 Penalty: 3591.362305
	Iteration 8Q: 3 clusters Score -225392.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -225402.718750 Penalty: 3591.362305
	Iteration 9Q: 3 clusters Score -225402.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -225413.187500 Penalty: 3591.362305
	Iteration 10Q: 3 clusters Score -225413.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -225418.640625 Penalty: 3591.362305
	Iteration 11Q: 3 clusters Score -225418.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -225425.203125 Penalty: 3591.362305
	Iteration 12Q: 3 clusters Score -225425.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -225434.203125 Penalty: 3591.362305
	Iteration 13Q: 3 clusters Score -225434.2 nChanged 10
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: -225439.312500 Penalty: 3591.362305
	Iteration 14Q: 3 clusters Score -225439.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -225443.921875 Penalty: 3591.362305
	Iteration 15Q: 3 clusters Score -225443.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -225450.984375 Penalty: 3591.362305
	Iteration 16Q: 3 clusters Score -225451 nChanged 9
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: -225462.234375 Penalty: 3591.362305
	Iteration 17Q: 3 clusters Score -225462.2 nChanged 11
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: -225470.328125 Penalty: 3591.362305
	Iteration 18Q: 3 clusters Score -225470.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -225474.625000 Penalty: 3591.362305
	Iteration 19Q: 3 clusters Score -225474.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -225480.171875 Penalty: 3591.362305
	Iteration 20F: 3 clusters Score -225480.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -225484.984375 Penalty: 3591.362305
	Iteration 21Q: 3 clusters Score -225485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -225489.609375 Penalty: 3591.362305
	Iteration 22Q: 3 clusters Score -225489.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -225496.562500 Penalty: 3591.362305
	Iteration 23Q: 3 clusters Score -225496.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -225502.406250 Penalty: 3591.362305
	Iteration 24Q: 3 clusters Score -225502.4 nChanged 9
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: -225507.828125 Penalty: 3591.362305
	Iteration 25Q: 3 clusters Score -225507.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -225514.031250 Penalty: 3591.362305
	Iteration 26Q: 3 clusters Score -225514 nChanged 11
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: -225522.640625 Penalty: 3591.362305
	Iteration 27Q: 3 clusters Score -225522.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -225528.921875 Penalty: 3591.362305
	Iteration 28Q: 3 clusters Score -225528.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -225534.093750 Penalty: 3591.362305
	Iteration 29Q: 3 clusters Score -225534.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -225543.484375 Penalty: 3591.362305
	Iteration 30Q: 3 clusters Score -225543.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -225548.625000 Penalty: 3591.362305
	Iteration 31Q: 3 clusters Score -225548.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -225551.218750 Penalty: 3591.362305
	Iteration 32Q: 3 clusters Score -225551.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -225552.468750 Penalty: 3591.362305
	Iteration 33Q: 3 clusters Score -225552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -225552.718750 Penalty: 3591.362305
	Iteration 34Q: 3 clusters Score -225552.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -225552.718750 Penalty: 3591.362305
	Iteration 35F: 3 clusters Score -225552.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -107178.359375 Penalty: 1628.534790
	Iteration 0F: 2 clusters Score -107178.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -105563.117188 Penalty: 3257.069580
	Iteration 0F: 3 clusters Score -105563.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -105962.734375 Penalty: 3257.069580
	Iteration 1F: 3 clusters Score -105962.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -106141.968750 Penalty: 3257.069580
	Iteration 2F: 3 clusters Score -106142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -106247.101562 Penalty: 3257.069580
	Iteration 3F: 3 clusters Score -106247.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -106336.140625 Penalty: 3257.069580
	Iteration 4Q: 3 clusters Score -106336.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -106400.890625 Penalty: 3257.069580
	Iteration 5Q: 3 clusters Score -106400.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -106422.562500 Penalty: 3257.069580
	Iteration 6Q: 3 clusters Score -106422.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -106430.718750 Penalty: 3257.069580
	Iteration 7Q: 3 clusters Score -106430.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -106431.789062 Penalty: 3257.069580
	Iteration 8Q: 3 clusters Score -106431.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -106433.859375 Penalty: 3257.069580
	Iteration 9F: 3 clusters Score -106433.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -106448.632812 Penalty: 3257.069580
	Iteration 10Q: 3 clusters Score -106448.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -106455.164062 Penalty: 3257.069580
	Iteration 11Q: 3 clusters Score -106455.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -106456.929688 Penalty: 3257.069580
	Iteration 12Q: 3 clusters Score -106456.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -106458.062500 Penalty: 3257.069580
	Iteration 13Q: 3 clusters Score -106458.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -106458.062500 Penalty: 3257.069580
	Iteration 14F: 3 clusters Score -106458.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -150311.015625 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -150311 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 451 members 
Entering Unmasked Estep 
Score: -148443.328125 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -148443.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -148719.625000 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -148719.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -148803.187500 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -148803.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -148847.734375 Penalty: 3377.283447
	Iteration 3Q: 3 clusters Score -148847.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -148882.546875 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -148882.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -148910.187500 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -148910.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -148929.156250 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -148929.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -148942.343750 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -148942.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -148953.953125 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -148954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -148967.203125 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -148967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -148971.468750 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -148971.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -148971.468750 Penalty: 3377.283447
	Iteration 11F: 3 clusters Score -148971.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -74733.492188 Penalty: 1545.647095
	Iteration 0F: 2 clusters Score -74733.49 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 244 members 
Entering Unmasked Estep 
Score: -73232.687500 Penalty: 3091.294189
	Iteration 0F: 3 clusters Score -73232.69 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -73407.437500 Penalty: 3091.294189
	Iteration 1F: 3 clusters Score -73407.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -73478.289062 Penalty: 3091.294189
	Iteration 2F: 3 clusters Score -73478.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -73524.250000 Penalty: 3091.294189
	Iteration 3Q: 3 clusters Score -73524.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -73544.828125 Penalty: 3091.294189
	Iteration 4Q: 3 clusters Score -73544.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -73586.031250 Penalty: 3091.294189
	Iteration 5Q: 3 clusters Score -73586.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -73598.335938 Penalty: 3091.294189
	Iteration 6Q: 3 clusters Score -73598.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -73615.578125 Penalty: 3091.294189
	Iteration 7Q: 3 clusters Score -73615.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -73647.812500 Penalty: 3091.294189
	Iteration 8Q: 3 clusters Score -73647.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -73668.968750 Penalty: 3091.294189
	Iteration 9Q: 3 clusters Score -73668.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -73689.218750 Penalty: 3091.294189
	Iteration 10Q: 3 clusters Score -73689.22 nChanged 9
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: -73714.750000 Penalty: 3091.294189
	Iteration 11Q: 3 clusters Score -73714.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -73754.718750 Penalty: 3091.294189
	Iteration 12Q: 3 clusters Score -73754.72 nChanged 9
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: -73801.859375 Penalty: 3091.294189
	Iteration 13Q: 3 clusters Score -73801.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -73870.054688 Penalty: 3091.294189
	Iteration 14Q: 3 clusters Score -73870.05 nChanged 13
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: -73931.382812 Penalty: 3091.294189
	Iteration 15Q: 3 clusters Score -73931.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -73966.070312 Penalty: 3091.294189
	Iteration 16Q: 3 clusters Score -73966.07 nChanged 13
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: -74127.132812 Penalty: 3091.294189
	Iteration 17Q: 3 clusters Score -74127.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -74348.835938 Penalty: 3091.294189
	Iteration 18Q: 3 clusters Score -74348.84 nChanged 8
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: -74414.476562 Penalty: 3091.294189
	Iteration 19Q: 3 clusters Score -74414.48 nChanged 1
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: -74418.218750 Penalty: 3091.294189
	Iteration 20F: 3 clusters Score -74418.22 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: -74447.078125 Penalty: 3091.294189
	Iteration 21Q: 3 clusters Score -74447.08 nChanged 3
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: -74456.781250 Penalty: 3091.294189
	Iteration 22Q: 3 clusters Score -74456.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -74461.117188 Penalty: 3091.294189
	Iteration 23Q: 3 clusters Score -74461.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -74461.117188 Penalty: 3091.294189
	Iteration 24F: 3 clusters Score -74461.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Entering Unmasked Estep 
Score: -1252220.750000 Penalty: 2211.459717
	Iteration 0F: 2 clusters Score -1252221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1246180.250000 Penalty: 4422.919434
	Iteration 0F: 3 clusters Score -1246180 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1247841.125000 Penalty: 4422.919434
	Iteration 1F: 3 clusters Score -1247841 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1248108.125000 Penalty: 4422.919434
	Iteration 2F: 3 clusters Score -1248108 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1248303.375000 Penalty: 4422.919434
	Iteration 3F: 3 clusters Score -1248303 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1248450.625000 Penalty: 4422.919434
	Iteration 4Q: 3 clusters Score -1248451 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1248563.625000 Penalty: 4422.919434
	Iteration 5Q: 3 clusters Score -1248564 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1248660.125000 Penalty: 4422.919434
	Iteration 6Q: 3 clusters Score -1248660 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1248746.375000 Penalty: 4422.919434
	Iteration 7Q: 3 clusters Score -1248746 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1248831.625000 Penalty: 4422.919434
	Iteration 8Q: 3 clusters Score -1248832 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1248911.125000 Penalty: 4422.919434
	Iteration 9Q: 3 clusters Score -1248911 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1248991.875000 Penalty: 4422.919434
	Iteration 10Q: 3 clusters Score -1248992 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1249070.125000 Penalty: 4422.919434
	Iteration 11Q: 3 clusters Score -1249070 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1249134.500000 Penalty: 4422.919434
	Iteration 12Q: 3 clusters Score -1249134 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1249202.750000 Penalty: 4422.919434
	Iteration 13Q: 3 clusters Score -1249203 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1249289.625000 Penalty: 4422.919434
	Iteration 14Q: 3 clusters Score -1249290 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1249388.000000 Penalty: 4422.919434
	Iteration 15Q: 3 clusters Score -1249388 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1249493.000000 Penalty: 4422.919434
	Iteration 16Q: 3 clusters Score -1249493 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1249609.000000 Penalty: 4422.919434
	Iteration 17Q: 3 clusters Score -1249609 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1249728.875000 Penalty: 4422.919434
	Iteration 18Q: 3 clusters Score -1249729 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1249844.125000 Penalty: 4422.919434
	Iteration 19Q: 3 clusters Score -1249844 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1249970.000000 Penalty: 4422.919434
	Iteration 20F: 3 clusters Score -1249970 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1250091.625000 Penalty: 4422.919434
	Iteration 21Q: 3 clusters Score -1250092 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1250209.500000 Penalty: 4422.919434
	Iteration 22Q: 3 clusters Score -1250210 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1250297.625000 Penalty: 4422.919434
	Iteration 23Q: 3 clusters Score -1250298 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1250388.125000 Penalty: 4422.919434
	Iteration 24Q: 3 clusters Score -1250388 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1250482.750000 Penalty: 4422.919434
	Iteration 25Q: 3 clusters Score -1250483 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1250562.625000 Penalty: 4422.919434
	Iteration 26Q: 3 clusters Score -1250563 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1250619.750000 Penalty: 4422.919434
	Iteration 27Q: 3 clusters Score -1250620 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1250660.750000 Penalty: 4422.919434
	Iteration 28Q: 3 clusters Score -1250661 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1250691.500000 Penalty: 4422.919434
	Iteration 29Q: 3 clusters Score -1250692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1250710.625000 Penalty: 4422.919434
	Iteration 30Q: 3 clusters Score -1250711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1250722.875000 Penalty: 4422.919434
	Iteration 31Q: 3 clusters Score -1250723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1250735.875000 Penalty: 4422.919434
	Iteration 32Q: 3 clusters Score -1250736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1250748.625000 Penalty: 4422.919434
	Iteration 33Q: 3 clusters Score -1250749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1250762.000000 Penalty: 4422.919434
	Iteration 34Q: 3 clusters Score -1250762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1250772.875000 Penalty: 4422.919434
	Iteration 35Q: 3 clusters Score -1250773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1250787.375000 Penalty: 4422.919434
	Iteration 36Q: 3 clusters Score -1250787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1250800.875000 Penalty: 4422.919434
	Iteration 37Q: 3 clusters Score -1250801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1250809.125000 Penalty: 4422.919434
	Iteration 38Q: 3 clusters Score -1250809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1250817.750000 Penalty: 4422.919434
	Iteration 39Q: 3 clusters Score -1250818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1250821.625000 Penalty: 4422.919434
	Iteration 40F: 3 clusters Score -1250822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1250824.250000 Penalty: 4422.919434
	Iteration 41Q: 3 clusters Score -1250824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1250826.000000 Penalty: 4422.919434
	Iteration 42Q: 3 clusters Score -1250826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1250826.500000 Penalty: 4422.919434
	Iteration 43Q: 3 clusters Score -1250826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1250826.500000 Penalty: 4422.919434
	Iteration 44F: 3 clusters Score -1250826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (16826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Entering Unmasked Estep 
Score: -2857507.750000 Penalty: 2413.208740
	Iteration 0F: 2 clusters Score -2857508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2845447.500000 Penalty: 4826.417480
	Iteration 0F: 3 clusters Score -2845448 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2849359.750000 Penalty: 4826.417480
	Iteration 1F: 3 clusters Score -2849360 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2849753.000000 Penalty: 4826.417480
	Iteration 2F: 3 clusters Score -2849753 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2850058.750000 Penalty: 4826.417480
	Iteration 3Q: 3 clusters Score -2850059 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2850317.750000 Penalty: 4826.417480
	Iteration 4Q: 3 clusters Score -2850318 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2850565.000000 Penalty: 4826.417480
	Iteration 5Q: 3 clusters Score -2850565 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2850792.250000 Penalty: 4826.417480
	Iteration 6Q: 3 clusters Score -2850792 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2851019.750000 Penalty: 4826.417480
	Iteration 7Q: 3 clusters Score -2851020 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2851213.250000 Penalty: 4826.417480
	Iteration 8Q: 3 clusters Score -2851213 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2851430.000000 Penalty: 4826.417480
	Iteration 9Q: 3 clusters Score -2851430 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2851695.250000 Penalty: 4826.417480
	Iteration 10Q: 3 clusters Score -2851695 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2852003.750000 Penalty: 4826.417480
	Iteration 11Q: 3 clusters Score -2852004 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2852400.250000 Penalty: 4826.417480
	Iteration 12Q: 3 clusters Score -2852400 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2852796.250000 Penalty: 4826.417480
	Iteration 13Q: 3 clusters Score -2852796 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2853269.750000 Penalty: 4826.417480
	Iteration 14Q: 3 clusters Score -2853270 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2853741.000000 Penalty: 4826.417480
	Iteration 15Q: 3 clusters Score -2853741 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2854171.750000 Penalty: 4826.417480
	Iteration 16Q: 3 clusters Score -2854172 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2854568.000000 Penalty: 4826.417480
	Iteration 17Q: 3 clusters Score -2854568 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2854845.000000 Penalty: 4826.417480
	Iteration 18Q: 3 clusters Score -2854845 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2855039.250000 Penalty: 4826.417480
	Iteration 19Q: 3 clusters Score -2855039 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2855175.000000 Penalty: 4826.417480
	Iteration 20F: 3 clusters Score -2855175 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2855266.750000 Penalty: 4826.417480
	Iteration 21Q: 3 clusters Score -2855267 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2855347.250000 Penalty: 4826.417480
	Iteration 22Q: 3 clusters Score -2855347 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2855405.750000 Penalty: 4826.417480
	Iteration 23Q: 3 clusters Score -2855406 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2855458.750000 Penalty: 4826.417480
	Iteration 24Q: 3 clusters Score -2855459 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2855499.750000 Penalty: 4826.417480
	Iteration 25Q: 3 clusters Score -2855500 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2855526.250000 Penalty: 4826.417480
	Iteration 26Q: 3 clusters Score -2855526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2855547.000000 Penalty: 4826.417480
	Iteration 27Q: 3 clusters Score -2855547 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2855570.500000 Penalty: 4826.417480
	Iteration 28Q: 3 clusters Score -2855570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2855595.000000 Penalty: 4826.417480
	Iteration 29Q: 3 clusters Score -2855595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2855620.500000 Penalty: 4826.417480
	Iteration 30Q: 3 clusters Score -2855620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2855638.750000 Penalty: 4826.417480
	Iteration 31Q: 3 clusters Score -2855639 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2855651.250000 Penalty: 4826.417480
	Iteration 32Q: 3 clusters Score -2855651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2855668.250000 Penalty: 4826.417480
	Iteration 33Q: 3 clusters Score -2855668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2855677.000000 Penalty: 4826.417480
	Iteration 34Q: 3 clusters Score -2855677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2855691.750000 Penalty: 4826.417480
	Iteration 35Q: 3 clusters Score -2855692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2855707.750000 Penalty: 4826.417480
	Iteration 36Q: 3 clusters Score -2855708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2855732.250000 Penalty: 4826.417480
	Iteration 37Q: 3 clusters Score -2855732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2855751.000000 Penalty: 4826.417480
	Iteration 38Q: 3 clusters Score -2855751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2855766.250000 Penalty: 4826.417480
	Iteration 39Q: 3 clusters Score -2855766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2855783.000000 Penalty: 4826.417480
	Iteration 40F: 3 clusters Score -2855783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2855797.000000 Penalty: 4826.417480
	Iteration 41Q: 3 clusters Score -2855797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2855796.250000 Penalty: 4826.417480
	Iteration 42Q: 3 clusters Score -2855796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2855806.000000 Penalty: 4826.417480
	Iteration 43Q: 3 clusters Score -2855806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2855805.250000 Penalty: 4826.417480
	Iteration 44Q: 3 clusters Score -2855805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2855810.500000 Penalty: 4826.417480
	Iteration 45Q: 3 clusters Score -2855810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2855822.250000 Penalty: 4826.417480
	Iteration 46Q: 3 clusters Score -2855822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2855822.500000 Penalty: 4826.417480
	Iteration 47Q: 3 clusters Score -2855822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2855829.750000 Penalty: 4826.417480
	Iteration 48Q: 3 clusters Score -2855830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2855834.000000 Penalty: 4826.417480
	Iteration 49Q: 3 clusters Score -2855834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2855834.750000 Penalty: 4826.417480
	Iteration 50Q: 3 clusters Score -2855835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2855835.750000 Penalty: 4826.417480
	Iteration 51Q: 3 clusters Score -2855836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2855842.000000 Penalty: 4826.417480
	Iteration 52Q: 3 clusters Score -2855842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -2855841.750000 Penalty: 4826.417480
	Iteration 53Q: 3 clusters Score -2855842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -2855842.750000 Penalty: 4826.417480
	Iteration 54Q: 3 clusters Score -2855843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2855845.000000 Penalty: 4826.417480
	Iteration 55Q: 3 clusters Score -2855845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2855844.250000 Penalty: 4826.417480
	Iteration 56Q: 3 clusters Score -2855844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2855843.000000 Penalty: 4826.417480
	Iteration 57Q: 3 clusters Score -2855843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2855846.250000 Penalty: 4826.417480
	Iteration 58Q: 3 clusters Score -2855846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2855843.750000 Penalty: 4826.417480
	Iteration 59Q: 3 clusters Score -2855844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2855845.500000 Penalty: 4826.417480
	Iteration 60F: 3 clusters Score -2855846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Entering Unmasked Estep 
Score: -1033348.750000 Penalty: 2151.455078
	Iteration 0F: 2 clusters Score -1033349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1028250.562500 Penalty: 4302.910156
	Iteration 0F: 3 clusters Score -1028251 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1029535.562500 Penalty: 4302.910156
	Iteration 1F: 3 clusters Score -1029536 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1029715.687500 Penalty: 4302.910156
	Iteration 2F: 3 clusters Score -1029716 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1029816.500000 Penalty: 4302.910156
	Iteration 3Q: 3 clusters Score -1029816 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1029880.375000 Penalty: 4302.910156
	Iteration 4Q: 3 clusters Score -1029880 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1029922.937500 Penalty: 4302.910156
	Iteration 5Q: 3 clusters Score -1029923 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1029958.687500 Penalty: 4302.910156
	Iteration 6Q: 3 clusters Score -1029959 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1029999.750000 Penalty: 4302.910156
	Iteration 7Q: 3 clusters Score -1030000 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1030044.375000 Penalty: 4302.910156
	Iteration 8Q: 3 clusters Score -1030044 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1030077.625000 Penalty: 4302.910156
	Iteration 9Q: 3 clusters Score -1030078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1030101.750000 Penalty: 4302.910156
	Iteration 10Q: 3 clusters Score -1030102 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1030123.125000 Penalty: 4302.910156
	Iteration 11Q: 3 clusters Score -1030123 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1030139.937500 Penalty: 4302.910156
	Iteration 12Q: 3 clusters Score -1030140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1030156.437500 Penalty: 4302.910156
	Iteration 13Q: 3 clusters Score -1030156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1030176.187500 Penalty: 4302.910156
	Iteration 14Q: 3 clusters Score -1030176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1030184.437500 Penalty: 4302.910156
	Iteration 15Q: 3 clusters Score -1030184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1030194.687500 Penalty: 4302.910156
	Iteration 16Q: 3 clusters Score -1030195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1030202.250000 Penalty: 4302.910156
	Iteration 17Q: 3 clusters Score -1030202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1030209.062500 Penalty: 4302.910156
	Iteration 18Q: 3 clusters Score -1030209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1030215.875000 Penalty: 4302.910156
	Iteration 19Q: 3 clusters Score -1030216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1030222.500000 Penalty: 4302.910156
	Iteration 20F: 3 clusters Score -1030222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1030229.250000 Penalty: 4302.910156
	Iteration 21Q: 3 clusters Score -1030229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1030232.562500 Penalty: 4302.910156
	Iteration 22Q: 3 clusters Score -1030233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1030239.937500 Penalty: 4302.910156
	Iteration 23Q: 3 clusters Score -1030240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1030247.500000 Penalty: 4302.910156
	Iteration 24Q: 3 clusters Score -1030248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1030260.125000 Penalty: 4302.910156
	Iteration 25Q: 3 clusters Score -1030260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1030268.000000 Penalty: 4302.910156
	Iteration 26Q: 3 clusters Score -1030268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1030277.750000 Penalty: 4302.910156
	Iteration 27Q: 3 clusters Score -1030278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1030287.375000 Penalty: 4302.910156
	Iteration 28Q: 3 clusters Score -1030287 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1030299.937500 Penalty: 4302.910156
	Iteration 29Q: 3 clusters Score -1030300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1030311.500000 Penalty: 4302.910156
	Iteration 30Q: 3 clusters Score -1030312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1030327.750000 Penalty: 4302.910156
	Iteration 31Q: 3 clusters Score -1030328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1030336.625000 Penalty: 4302.910156
	Iteration 32Q: 3 clusters Score -1030337 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1030348.125000 Penalty: 4302.910156
	Iteration 33Q: 3 clusters Score -1030348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1030354.750000 Penalty: 4302.910156
	Iteration 34Q: 3 clusters Score -1030355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1030366.750000 Penalty: 4302.910156
	Iteration 35Q: 3 clusters Score -1030367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1030382.625000 Penalty: 4302.910156
	Iteration 36Q: 3 clusters Score -1030383 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1030404.500000 Penalty: 4302.910156
	Iteration 37Q: 3 clusters Score -1030404 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1030432.562500 Penalty: 4302.910156
	Iteration 38Q: 3 clusters Score -1030433 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1030469.375000 Penalty: 4302.910156
	Iteration 39Q: 3 clusters Score -1030469 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1030507.312500 Penalty: 4302.910156
	Iteration 40F: 3 clusters Score -1030507 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1030539.375000 Penalty: 4302.910156
	Iteration 41Q: 3 clusters Score -1030539 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1030574.875000 Penalty: 4302.910156
	Iteration 42Q: 3 clusters Score -1030575 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1030612.875000 Penalty: 4302.910156
	Iteration 43Q: 3 clusters Score -1030613 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1030665.562500 Penalty: 4302.910156
	Iteration 44Q: 3 clusters Score -1030666 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1030733.312500 Penalty: 4302.910156
	Iteration 45Q: 3 clusters Score -1030733 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1030804.687500 Penalty: 4302.910156
	Iteration 46Q: 3 clusters Score -1030805 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1030868.375000 Penalty: 4302.910156
	Iteration 47Q: 3 clusters Score -1030868 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1030928.062500 Penalty: 4302.910156
	Iteration 48Q: 3 clusters Score -1030928 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1030986.500000 Penalty: 4302.910156
	Iteration 49Q: 3 clusters Score -1030986 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1031042.750000 Penalty: 4302.910156
	Iteration 50Q: 3 clusters Score -1031043 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1031090.687500 Penalty: 4302.910156
	Iteration 51Q: 3 clusters Score -1031091 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1031146.875000 Penalty: 4302.910156
	Iteration 52Q: 3 clusters Score -1031147 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1031208.062500 Penalty: 4302.910156
	Iteration 53Q: 3 clusters Score -1031208 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1031275.562500 Penalty: 4302.910156
	Iteration 54Q: 3 clusters Score -1031276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1031322.500000 Penalty: 4302.910156
	Iteration 55Q: 3 clusters Score -1031322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1031348.500000 Penalty: 4302.910156
	Iteration 56Q: 3 clusters Score -1031348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1031362.500000 Penalty: 4302.910156
	Iteration 57Q: 3 clusters Score -1031362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1031381.562500 Penalty: 4302.910156
	Iteration 58Q: 3 clusters Score -1031382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1031396.375000 Penalty: 4302.910156
	Iteration 59Q: 3 clusters Score -1031396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1031407.062500 Penalty: 4302.910156
	Iteration 60F: 3 clusters Score -1031407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1031418.625000 Penalty: 4302.910156
	Iteration 61Q: 3 clusters Score -1031419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1031425.062500 Penalty: 4302.910156
	Iteration 62Q: 3 clusters Score -1031425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1031427.562500 Penalty: 4302.910156
	Iteration 63Q: 3 clusters Score -1031428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1031434.250000 Penalty: 4302.910156
	Iteration 64Q: 3 clusters Score -1031434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1031439.437500 Penalty: 4302.910156
	Iteration 65Q: 3 clusters Score -1031439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1031440.750000 Penalty: 4302.910156
	Iteration 66Q: 3 clusters Score -1031441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1031441.750000 Penalty: 4302.910156
	Iteration 67Q: 3 clusters Score -1031442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1031446.687500 Penalty: 4302.910156
	Iteration 68Q: 3 clusters Score -1031447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1031448.687500 Penalty: 4302.910156
	Iteration 69Q: 3 clusters Score -1031449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1031451.562500 Penalty: 4302.910156
	Iteration 70Q: 3 clusters Score -1031452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1031454.312500 Penalty: 4302.910156
	Iteration 71Q: 3 clusters Score -1031454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1031458.687500 Penalty: 4302.910156
	Iteration 72Q: 3 clusters Score -1031459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1031460.750000 Penalty: 4302.910156
	Iteration 73Q: 3 clusters Score -1031461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1031460.750000 Penalty: 4302.910156
	Iteration 74F: 3 clusters Score -1031461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Entering Unmasked Estep 
Score: -251966.515625 Penalty: 1816.800293
	Iteration 0F: 2 clusters Score -251966.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -249652.359375 Penalty: 3633.600586
	Iteration 0F: 3 clusters Score -249652.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -250011.609375 Penalty: 3633.600586
	Iteration 1F: 3 clusters Score -250011.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -250098.078125 Penalty: 3633.600586
	Iteration 2F: 3 clusters Score -250098.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -250145.046875 Penalty: 3633.600586
	Iteration 3Q: 3 clusters Score -250145 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -250175.734375 Penalty: 3633.600586
	Iteration 4Q: 3 clusters Score -250175.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -250191.703125 Penalty: 3633.600586
	Iteration 5Q: 3 clusters Score -250191.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -250208.093750 Penalty: 3633.600586
	Iteration 6Q: 3 clusters Score -250208.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -250215.921875 Penalty: 3633.600586
	Iteration 7Q: 3 clusters Score -250215.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -250224.343750 Penalty: 3633.600586
	Iteration 8Q: 3 clusters Score -250224.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -250234.203125 Penalty: 3633.600586
	Iteration 9Q: 3 clusters Score -250234.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -250238.062500 Penalty: 3633.600586
	Iteration 10Q: 3 clusters Score -250238.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -250241.609375 Penalty: 3633.600586
	Iteration 11Q: 3 clusters Score -250241.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -250245.250000 Penalty: 3633.600586
	Iteration 12Q: 3 clusters Score -250245.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -250248.937500 Penalty: 3633.600586
	Iteration 13Q: 3 clusters Score -250248.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -250253.812500 Penalty: 3633.600586
	Iteration 14Q: 3 clusters Score -250253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -250256.890625 Penalty: 3633.600586
	Iteration 15Q: 3 clusters Score -250256.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -250258.359375 Penalty: 3633.600586
	Iteration 16Q: 3 clusters Score -250258.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -250258.625000 Penalty: 3633.600586
	Iteration 17Q: 3 clusters Score -250258.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -250258.625000 Penalty: 3633.600586
	Iteration 18F: 3 clusters Score -250258.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 34769 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60549 members 
Mstep: Class 5 contains 33569 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 31195 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6558 members 
Mstep: Class 12 contains 33219 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62226 members 
Mstep: Class 18 contains 4878 members 
Mstep: Class 19 contains 13728 members 
Mstep: Class 20 contains 75259 members 
Mstep: Class 21 contains 17566 members 
Mstep: Class 22 contains 20266 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 3536 members 
Mstep: Class 26 contains 6446 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 12348 members 
Mstep: Class 33 contains 5308 members 
Mstep: Class 34 contains 52974 members 
Mstep: Class 35 contains 11695 members 
Mstep: Class 36 contains 4395 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52608 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17692 members 
Mstep: Class 42 contains 1395 members 
Mstep: Class 43 contains 711 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7459 members 
Mstep: Class 47 contains 16826 members 
Mstep: Class 48 contains 5856 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056176.000000 Penalty: 163572.531250
Iteration 359Q: 50 clusters Score -1.150562e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 34768 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60553 members 
Mstep: Class 5 contains 33568 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 31196 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6553 members 
Mstep: Class 12 contains 33225 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62224 members 
Mstep: Class 18 contains 4882 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75260 members 
Mstep: Class 21 contains 17566 members 
Mstep: Class 22 contains 20264 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 3535 members 
Mstep: Class 26 contains 6447 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 12349 members 
Mstep: Class 33 contains 5308 members 
Mstep: Class 34 contains 52975 members 
Mstep: Class 35 contains 11693 members 
Mstep: Class 36 contains 4395 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52605 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17695 members 
Mstep: Class 42 contains 1395 members 
Mstep: Class 43 contains 711 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7460 members 
Mstep: Class 47 contains 16826 members 
Mstep: Class 48 contains 5858 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056016.000000 Penalty: 163572.531250
Iteration 360F: 50 clusters Score -1.15056e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 34768 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60550 members 
Mstep: Class 5 contains 33566 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 31196 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6551 members 
Mstep: Class 12 contains 33230 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62223 members 
Mstep: Class 18 contains 4883 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75260 members 
Mstep: Class 21 contains 17566 members 
Mstep: Class 22 contains 20259 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 3534 members 
Mstep: Class 26 contains 6447 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 12349 members 
Mstep: Class 33 contains 5310 members 
Mstep: Class 34 contains 52976 members 
Mstep: Class 35 contains 11693 members 
Mstep: Class 36 contains 4395 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52604 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17700 members 
Mstep: Class 42 contains 1397 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7460 members 
Mstep: Class 47 contains 16826 members 
Mstep: Class 48 contains 5858 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056136.000000 Penalty: 163572.531250
Iteration 361Q: 50 clusters Score -1.150561e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 34770 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60554 members 
Mstep: Class 5 contains 33565 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 31196 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6548 members 
Mstep: Class 12 contains 33235 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62217 members 
Mstep: Class 18 contains 4884 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75259 members 
Mstep: Class 21 contains 17567 members 
Mstep: Class 22 contains 20255 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 3534 members 
Mstep: Class 26 contains 6446 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12349 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11663 members 
Mstep: Class 32 contains 12350 members 
Mstep: Class 33 contains 5319 members 
Mstep: Class 34 contains 52973 members 
Mstep: Class 35 contains 11693 members 
Mstep: Class 36 contains 4395 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52604 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17702 members 
Mstep: Class 42 contains 1400 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7460 members 
Mstep: Class 47 contains 16827 members 
Mstep: Class 48 contains 5858 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055968.000000 Penalty: 163572.531250
Iteration 362Q: 50 clusters Score -1.15056e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 34770 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60554 members 
Mstep: Class 5 contains 33562 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 31198 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6546 members 
Mstep: Class 12 contains 33241 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62211 members 
Mstep: Class 18 contains 4884 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75258 members 
Mstep: Class 21 contains 17568 members 
Mstep: Class 22 contains 20250 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 3534 members 
Mstep: Class 26 contains 6446 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12349 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11663 members 
Mstep: Class 32 contains 12356 members 
Mstep: Class 33 contains 5327 members 
Mstep: Class 34 contains 52974 members 
Mstep: Class 35 contains 11695 members 
Mstep: Class 36 contains 4395 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52603 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17705 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7461 members 
Mstep: Class 47 contains 16826 members 
Mstep: Class 48 contains 5858 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055928.000000 Penalty: 163572.531250
Iteration 363Q: 50 clusters Score -1.150559e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 34772 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60559 members 
Mstep: Class 5 contains 33561 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 31200 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6544 members 
Mstep: Class 12 contains 33245 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62203 members 
Mstep: Class 18 contains 4885 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75257 members 
Mstep: Class 21 contains 17568 members 
Mstep: Class 22 contains 20246 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 3533 members 
Mstep: Class 26 contains 6447 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11661 members 
Mstep: Class 32 contains 12358 members 
Mstep: Class 33 contains 5335 members 
Mstep: Class 34 contains 52973 members 
Mstep: Class 35 contains 11694 members 
Mstep: Class 36 contains 4395 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52601 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17709 members 
Mstep: Class 42 contains 1406 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7462 members 
Mstep: Class 47 contains 16826 members 
Mstep: Class 48 contains 5858 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055984.000000 Penalty: 163572.531250
Iteration 364Q: 50 clusters Score -1.15056e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 34773 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60560 members 
Mstep: Class 5 contains 33561 members 
Mstep: Class 6 contains 5951 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 31200 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6543 members 
Mstep: Class 12 contains 33250 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62194 members 
Mstep: Class 18 contains 4885 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75256 members 
Mstep: Class 21 contains 17567 members 
Mstep: Class 22 contains 20242 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 3532 members 
Mstep: Class 26 contains 6447 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12347 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11660 members 
Mstep: Class 32 contains 12364 members 
Mstep: Class 33 contains 5342 members 
Mstep: Class 34 contains 52972 members 
Mstep: Class 35 contains 11696 members 
Mstep: Class 36 contains 4397 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52600 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17714 members 
Mstep: Class 42 contains 1409 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7462 members 
Mstep: Class 47 contains 16827 members 
Mstep: Class 48 contains 5859 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056104.000000 Penalty: 163572.531250
Iteration 365Q: 50 clusters Score -1.150561e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 34778 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60563 members 
Mstep: Class 5 contains 33561 members 
Mstep: Class 6 contains 5952 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 31200 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6542 members 
Mstep: Class 12 contains 33254 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62185 members 
Mstep: Class 18 contains 4885 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75255 members 
Mstep: Class 21 contains 17564 members 
Mstep: Class 22 contains 20236 members 
Mstep: Class 23 contains 5719 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 3531 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11657 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 5348 members 
Mstep: Class 34 contains 52970 members 
Mstep: Class 35 contains 11697 members 
Mstep: Class 36 contains 4398 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52600 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17723 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7462 members 
Mstep: Class 47 contains 16827 members 
Mstep: Class 48 contains 5860 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056048.000000 Penalty: 163572.531250
Iteration 366Q: 50 clusters Score -1.15056e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 34774 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60564 members 
Mstep: Class 5 contains 33559 members 
Mstep: Class 6 contains 5953 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 31202 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6540 members 
Mstep: Class 12 contains 33260 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10339 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62180 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 13732 members 
Mstep: Class 20 contains 75257 members 
Mstep: Class 21 contains 17564 members 
Mstep: Class 22 contains 20229 members 
Mstep: Class 23 contains 5720 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 3532 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12347 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11654 members 
Mstep: Class 32 contains 12369 members 
Mstep: Class 33 contains 5352 members 
Mstep: Class 34 contains 52967 members 
Mstep: Class 35 contains 11701 members 
Mstep: Class 36 contains 4396 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52600 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17730 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7463 members 
Mstep: Class 47 contains 16828 members 
Mstep: Class 48 contains 5862 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056040.000000 Penalty: 163572.531250
Iteration 367Q: 50 clusters Score -1.15056e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 34771 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60567 members 
Mstep: Class 5 contains 33561 members 
Mstep: Class 6 contains 5953 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 31203 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6539 members 
Mstep: Class 12 contains 33262 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10339 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62175 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 13732 members 
Mstep: Class 20 contains 75255 members 
Mstep: Class 21 contains 17564 members 
Mstep: Class 22 contains 20230 members 
Mstep: Class 23 contains 5723 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 3532 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12347 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11654 members 
Mstep: Class 32 contains 12375 members 
Mstep: Class 33 contains 5353 members 
Mstep: Class 34 contains 52968 members 
Mstep: Class 35 contains 11702 members 
Mstep: Class 36 contains 4393 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52603 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17733 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7464 members 
Mstep: Class 47 contains 16829 members 
Mstep: Class 48 contains 5862 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056000.000000 Penalty: 163572.531250
Iteration 368Q: 50 clusters Score -1.15056e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 34771 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60570 members 
Mstep: Class 5 contains 33557 members 
Mstep: Class 6 contains 5953 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 31204 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6538 members 
Mstep: Class 12 contains 33270 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10340 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62170 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 13732 members 
Mstep: Class 20 contains 75255 members 
Mstep: Class 21 contains 17565 members 
Mstep: Class 22 contains 20227 members 
Mstep: Class 23 contains 5725 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 3532 members 
Mstep: Class 26 contains 6450 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12346 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 11654 members 
Mstep: Class 32 contains 12380 members 
Mstep: Class 33 contains 5357 members 
Mstep: Class 34 contains 52970 members 
Mstep: Class 35 contains 11702 members 
Mstep: Class 36 contains 4393 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52602 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17736 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7463 members 
Mstep: Class 47 contains 16831 members 
Mstep: Class 48 contains 5863 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055936.000000 Penalty: 163572.531250
Iteration 369Q: 50 clusters Score -1.150559e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 34773 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60571 members 
Mstep: Class 5 contains 33549 members 
Mstep: Class 6 contains 5953 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31205 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6535 members 
Mstep: Class 12 contains 33279 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10340 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62172 members 
Mstep: Class 18 contains 4888 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75251 members 
Mstep: Class 21 contains 17565 members 
Mstep: Class 22 contains 20226 members 
Mstep: Class 23 contains 5726 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6451 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12344 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6219 members 
Mstep: Class 31 contains 11654 members 
Mstep: Class 32 contains 12382 members 
Mstep: Class 33 contains 5360 members 
Mstep: Class 34 contains 52972 members 
Mstep: Class 35 contains 11705 members 
Mstep: Class 36 contains 4392 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52604 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17739 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7462 members 
Mstep: Class 47 contains 16833 members 
Mstep: Class 48 contains 5863 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055944.000000 Penalty: 163572.531250
Iteration 370Q: 50 clusters Score -1.150559e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 34776 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60570 members 
Mstep: Class 5 contains 33542 members 
Mstep: Class 6 contains 5953 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31206 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6534 members 
Mstep: Class 12 contains 33279 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10340 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62172 members 
Mstep: Class 18 contains 4889 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75250 members 
Mstep: Class 21 contains 17566 members 
Mstep: Class 22 contains 20224 members 
Mstep: Class 23 contains 5730 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12344 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6219 members 
Mstep: Class 31 contains 11654 members 
Mstep: Class 32 contains 12383 members 
Mstep: Class 33 contains 5365 members 
Mstep: Class 34 contains 52971 members 
Mstep: Class 35 contains 11705 members 
Mstep: Class 36 contains 4392 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52603 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17744 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7462 members 
Mstep: Class 47 contains 16835 members 
Mstep: Class 48 contains 5864 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055968.000000 Penalty: 163572.531250
Iteration 371Q: 50 clusters Score -1.15056e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 34779 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60568 members 
Mstep: Class 5 contains 33540 members 
Mstep: Class 6 contains 5953 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31207 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6532 members 
Mstep: Class 12 contains 33279 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10339 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62177 members 
Mstep: Class 18 contains 4890 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75248 members 
Mstep: Class 21 contains 17566 members 
Mstep: Class 22 contains 20218 members 
Mstep: Class 23 contains 5729 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12347 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6219 members 
Mstep: Class 31 contains 11654 members 
Mstep: Class 32 contains 12383 members 
Mstep: Class 33 contains 5368 members 
Mstep: Class 34 contains 52973 members 
Mstep: Class 35 contains 11708 members 
Mstep: Class 36 contains 4396 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52604 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17748 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7462 members 
Mstep: Class 47 contains 16840 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055832.000000 Penalty: 163572.531250
Iteration 372Q: 50 clusters Score -1.150558e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 34780 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60566 members 
Mstep: Class 5 contains 33539 members 
Mstep: Class 6 contains 5953 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31208 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6532 members 
Mstep: Class 12 contains 33284 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10338 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62180 members 
Mstep: Class 18 contains 4891 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75246 members 
Mstep: Class 21 contains 17565 members 
Mstep: Class 22 contains 20216 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12347 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6219 members 
Mstep: Class 31 contains 11654 members 
Mstep: Class 32 contains 12388 members 
Mstep: Class 33 contains 5369 members 
Mstep: Class 34 contains 52973 members 
Mstep: Class 35 contains 11710 members 
Mstep: Class 36 contains 4394 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52604 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17754 members 
Mstep: Class 42 contains 1413 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7463 members 
Mstep: Class 47 contains 16840 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055872.000000 Penalty: 163572.531250
Iteration 373Q: 50 clusters Score -1.150559e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 34784 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60565 members 
Mstep: Class 5 contains 33539 members 
Mstep: Class 6 contains 5953 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31209 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6532 members 
Mstep: Class 12 contains 33286 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10338 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62186 members 
Mstep: Class 18 contains 4892 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75244 members 
Mstep: Class 21 contains 17565 members 
Mstep: Class 22 contains 20218 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6451 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12346 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6219 members 
Mstep: Class 31 contains 11652 members 
Mstep: Class 32 contains 12399 members 
Mstep: Class 33 contains 5373 members 
Mstep: Class 34 contains 52973 members 
Mstep: Class 35 contains 11710 members 
Mstep: Class 36 contains 4392 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52605 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17756 members 
Mstep: Class 42 contains 1413 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7463 members 
Mstep: Class 47 contains 16839 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055896.000000 Penalty: 163572.531250
Iteration 374Q: 50 clusters Score -1.150559e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 34786 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60566 members 
Mstep: Class 5 contains 33537 members 
Mstep: Class 6 contains 5954 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31209 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6532 members 
Mstep: Class 12 contains 33292 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10338 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62192 members 
Mstep: Class 18 contains 4892 members 
Mstep: Class 19 contains 13732 members 
Mstep: Class 20 contains 75242 members 
Mstep: Class 21 contains 17566 members 
Mstep: Class 22 contains 20214 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6451 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12345 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11654 members 
Mstep: Class 32 contains 12410 members 
Mstep: Class 33 contains 5375 members 
Mstep: Class 34 contains 52973 members 
Mstep: Class 35 contains 11712 members 
Mstep: Class 36 contains 4391 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52608 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17757 members 
Mstep: Class 42 contains 1413 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7463 members 
Mstep: Class 47 contains 16839 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055912.000000 Penalty: 163572.531250
Iteration 375Q: 50 clusters Score -1.150559e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 34789 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60568 members 
Mstep: Class 5 contains 33538 members 
Mstep: Class 6 contains 5953 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31211 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6532 members 
Mstep: Class 12 contains 33296 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10338 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62199 members 
Mstep: Class 18 contains 4892 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75240 members 
Mstep: Class 21 contains 17568 members 
Mstep: Class 22 contains 20207 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6451 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12347 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11654 members 
Mstep: Class 32 contains 12412 members 
Mstep: Class 33 contains 5379 members 
Mstep: Class 34 contains 52971 members 
Mstep: Class 35 contains 11712 members 
Mstep: Class 36 contains 4390 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17757 members 
Mstep: Class 42 contains 1413 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7463 members 
Mstep: Class 47 contains 16839 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055872.000000 Penalty: 163572.531250
Iteration 376Q: 50 clusters Score -1.150559e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 34790 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60568 members 
Mstep: Class 5 contains 33537 members 
Mstep: Class 6 contains 5953 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31212 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6532 members 
Mstep: Class 12 contains 33300 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10338 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62215 members 
Mstep: Class 18 contains 4892 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75243 members 
Mstep: Class 21 contains 17569 members 
Mstep: Class 22 contains 20202 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 3527 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11654 members 
Mstep: Class 32 contains 12420 members 
Mstep: Class 33 contains 5381 members 
Mstep: Class 34 contains 52965 members 
Mstep: Class 35 contains 11715 members 
Mstep: Class 36 contains 4390 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52609 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17757 members 
Mstep: Class 42 contains 1413 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7462 members 
Mstep: Class 47 contains 16839 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055928.000000 Penalty: 163572.531250
Iteration 377Q: 50 clusters Score -1.150559e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 34795 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60565 members 
Mstep: Class 5 contains 33535 members 
Mstep: Class 6 contains 5954 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31210 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6531 members 
Mstep: Class 12 contains 33303 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10338 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62221 members 
Mstep: Class 18 contains 4892 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75243 members 
Mstep: Class 21 contains 17571 members 
Mstep: Class 22 contains 20200 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 3526 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12346 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11653 members 
Mstep: Class 32 contains 12428 members 
Mstep: Class 33 contains 5386 members 
Mstep: Class 34 contains 52965 members 
Mstep: Class 35 contains 11717 members 
Mstep: Class 36 contains 4389 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52609 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17758 members 
Mstep: Class 42 contains 1413 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7462 members 
Mstep: Class 47 contains 16839 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055856.000000 Penalty: 163572.531250
Iteration 378Q: 50 clusters Score -1.150559e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 34794 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60566 members 
Mstep: Class 5 contains 33534 members 
Mstep: Class 6 contains 5954 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31211 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6528 members 
Mstep: Class 12 contains 33304 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10338 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62226 members 
Mstep: Class 18 contains 4892 members 
Mstep: Class 19 contains 13728 members 
Mstep: Class 20 contains 75241 members 
Mstep: Class 21 contains 17572 members 
Mstep: Class 22 contains 20199 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 3525 members 
Mstep: Class 26 contains 6454 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12345 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11652 members 
Mstep: Class 32 contains 12442 members 
Mstep: Class 33 contains 5390 members 
Mstep: Class 34 contains 52964 members 
Mstep: Class 35 contains 11718 members 
Mstep: Class 36 contains 4389 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52609 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17759 members 
Mstep: Class 42 contains 1413 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7462 members 
Mstep: Class 47 contains 16838 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055856.000000 Penalty: 163572.531250
Iteration 379Q: 50 clusters Score -1.150559e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 34798 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60568 members 
Mstep: Class 5 contains 33530 members 
Mstep: Class 6 contains 5954 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31212 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6526 members 
Mstep: Class 12 contains 33311 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10338 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62225 members 
Mstep: Class 18 contains 4892 members 
Mstep: Class 19 contains 13725 members 
Mstep: Class 20 contains 75241 members 
Mstep: Class 21 contains 17574 members 
Mstep: Class 22 contains 20200 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 3525 members 
Mstep: Class 26 contains 6455 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12346 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 12451 members 
Mstep: Class 33 contains 5396 members 
Mstep: Class 34 contains 52962 members 
Mstep: Class 35 contains 11716 members 
Mstep: Class 36 contains 4391 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52608 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17762 members 
Mstep: Class 42 contains 1413 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7462 members 
Mstep: Class 47 contains 16837 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055880.000000 Penalty: 163572.531250
Iteration 380F: 50 clusters Score -1.150559e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 34797 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60572 members 
Mstep: Class 5 contains 33527 members 
Mstep: Class 6 contains 5955 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31217 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6524 members 
Mstep: Class 12 contains 33315 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10337 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62223 members 
Mstep: Class 18 contains 4893 members 
Mstep: Class 19 contains 13723 members 
Mstep: Class 20 contains 75238 members 
Mstep: Class 21 contains 17574 members 
Mstep: Class 22 contains 20201 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3525 members 
Mstep: Class 26 contains 6455 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12347 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11647 members 
Mstep: Class 32 contains 12460 members 
Mstep: Class 33 contains 5402 members 
Mstep: Class 34 contains 52956 members 
Mstep: Class 35 contains 11716 members 
Mstep: Class 36 contains 4393 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17763 members 
Mstep: Class 42 contains 1413 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7461 members 
Mstep: Class 47 contains 16839 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056040.000000 Penalty: 163572.531250
Iteration 381Q: 50 clusters Score -1.15056e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 34789 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60575 members 
Mstep: Class 5 contains 33527 members 
Mstep: Class 6 contains 5958 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31216 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 33321 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10337 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62227 members 
Mstep: Class 18 contains 4893 members 
Mstep: Class 19 contains 13722 members 
Mstep: Class 20 contains 75239 members 
Mstep: Class 21 contains 17574 members 
Mstep: Class 22 contains 20201 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3524 members 
Mstep: Class 26 contains 6455 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12347 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11647 members 
Mstep: Class 32 contains 12473 members 
Mstep: Class 33 contains 5402 members 
Mstep: Class 34 contains 52953 members 
Mstep: Class 35 contains 11717 members 
Mstep: Class 36 contains 4393 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52613 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17766 members 
Mstep: Class 42 contains 1413 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7461 members 
Mstep: Class 47 contains 16840 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056080.000000 Penalty: 163572.531250
Iteration 382Q: 50 clusters Score -1.150561e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 34787 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60581 members 
Mstep: Class 5 contains 33526 members 
Mstep: Class 6 contains 5959 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31219 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 33329 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10337 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62232 members 
Mstep: Class 18 contains 4892 members 
Mstep: Class 19 contains 13719 members 
Mstep: Class 20 contains 75241 members 
Mstep: Class 21 contains 17575 members 
Mstep: Class 22 contains 20200 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3523 members 
Mstep: Class 26 contains 6455 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11643 members 
Mstep: Class 32 contains 12482 members 
Mstep: Class 33 contains 5406 members 
Mstep: Class 34 contains 52949 members 
Mstep: Class 35 contains 11717 members 
Mstep: Class 36 contains 4394 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52614 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17768 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7462 members 
Mstep: Class 47 contains 16838 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056080.000000 Penalty: 163572.531250
Iteration 383Q: 50 clusters Score -1.150561e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 34785 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60590 members 
Mstep: Class 5 contains 33525 members 
Mstep: Class 6 contains 5960 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31221 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 33332 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62233 members 
Mstep: Class 18 contains 4892 members 
Mstep: Class 19 contains 13719 members 
Mstep: Class 20 contains 75235 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 20197 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6457 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12346 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11636 members 
Mstep: Class 32 contains 12486 members 
Mstep: Class 33 contains 5411 members 
Mstep: Class 34 contains 52952 members 
Mstep: Class 35 contains 11719 members 
Mstep: Class 36 contains 4397 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52615 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17772 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7461 members 
Mstep: Class 47 contains 16837 members 
Mstep: Class 48 contains 5867 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056048.000000 Penalty: 163572.531250
Iteration 384Q: 50 clusters Score -1.15056e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 34789 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60600 members 
Mstep: Class 5 contains 33524 members 
Mstep: Class 6 contains 5961 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31221 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 33338 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62226 members 
Mstep: Class 18 contains 4892 members 
Mstep: Class 19 contains 13719 members 
Mstep: Class 20 contains 75234 members 
Mstep: Class 21 contains 17579 members 
Mstep: Class 22 contains 20190 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3520 members 
Mstep: Class 26 contains 6458 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12346 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11634 members 
Mstep: Class 32 contains 12492 members 
Mstep: Class 33 contains 5419 members 
Mstep: Class 34 contains 52952 members 
Mstep: Class 35 contains 11721 members 
Mstep: Class 36 contains 4395 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52613 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17775 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7460 members 
Mstep: Class 47 contains 16836 members 
Mstep: Class 48 contains 5867 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055960.000000 Penalty: 163572.531250
Iteration 385Q: 50 clusters Score -1.15056e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 34786 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60611 members 
Mstep: Class 5 contains 33526 members 
Mstep: Class 6 contains 5961 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31221 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 33342 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62218 members 
Mstep: Class 18 contains 4893 members 
Mstep: Class 19 contains 13720 members 
Mstep: Class 20 contains 75232 members 
Mstep: Class 21 contains 17582 members 
Mstep: Class 22 contains 20184 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6458 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12347 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11633 members 
Mstep: Class 32 contains 12494 members 
Mstep: Class 33 contains 5425 members 
Mstep: Class 34 contains 52953 members 
Mstep: Class 35 contains 11722 members 
Mstep: Class 36 contains 4395 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52614 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17778 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7459 members 
Mstep: Class 47 contains 16836 members 
Mstep: Class 48 contains 5867 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056008.000000 Penalty: 163572.531250
Iteration 386Q: 50 clusters Score -1.15056e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 34779 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60624 members 
Mstep: Class 5 contains 33524 members 
Mstep: Class 6 contains 5961 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31222 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 33351 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62214 members 
Mstep: Class 18 contains 4894 members 
Mstep: Class 19 contains 13721 members 
Mstep: Class 20 contains 75233 members 
Mstep: Class 21 contains 17585 members 
Mstep: Class 22 contains 20182 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3522 members 
Mstep: Class 26 contains 6458 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12349 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11635 members 
Mstep: Class 32 contains 12498 members 
Mstep: Class 33 contains 5428 members 
Mstep: Class 34 contains 52948 members 
Mstep: Class 35 contains 11721 members 
Mstep: Class 36 contains 4396 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52614 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17779 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7459 members 
Mstep: Class 47 contains 16835 members 
Mstep: Class 48 contains 5867 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056072.000000 Penalty: 163572.531250
Iteration 387Q: 50 clusters Score -1.150561e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 34775 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60634 members 
Mstep: Class 5 contains 33523 members 
Mstep: Class 6 contains 5961 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31221 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 33358 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62213 members 
Mstep: Class 18 contains 4895 members 
Mstep: Class 19 contains 13721 members 
Mstep: Class 20 contains 75230 members 
Mstep: Class 21 contains 17586 members 
Mstep: Class 22 contains 20182 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3523 members 
Mstep: Class 26 contains 6458 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12349 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11634 members 
Mstep: Class 32 contains 12507 members 
Mstep: Class 33 contains 5432 members 
Mstep: Class 34 contains 52949 members 
Mstep: Class 35 contains 11723 members 
Mstep: Class 36 contains 4396 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52615 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17779 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7459 members 
Mstep: Class 47 contains 16832 members 
Mstep: Class 48 contains 5867 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056040.000000 Penalty: 163572.531250
Iteration 388Q: 50 clusters Score -1.15056e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 34771 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60644 members 
Mstep: Class 5 contains 33521 members 
Mstep: Class 6 contains 5961 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31222 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 33365 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62215 members 
Mstep: Class 18 contains 4895 members 
Mstep: Class 19 contains 13723 members 
Mstep: Class 20 contains 75231 members 
Mstep: Class 21 contains 17587 members 
Mstep: Class 22 contains 20177 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3523 members 
Mstep: Class 26 contains 6458 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11633 members 
Mstep: Class 32 contains 12513 members 
Mstep: Class 33 contains 5433 members 
Mstep: Class 34 contains 52948 members 
Mstep: Class 35 contains 11723 members 
Mstep: Class 36 contains 4397 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52618 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17781 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7458 members 
Mstep: Class 47 contains 16833 members 
Mstep: Class 48 contains 5867 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056008.000000 Penalty: 163572.531250
Iteration 389Q: 50 clusters Score -1.15056e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 34769 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60660 members 
Mstep: Class 5 contains 33520 members 
Mstep: Class 6 contains 5963 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31222 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 33369 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62204 members 
Mstep: Class 18 contains 4895 members 
Mstep: Class 19 contains 13724 members 
Mstep: Class 20 contains 75233 members 
Mstep: Class 21 contains 17589 members 
Mstep: Class 22 contains 20171 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3523 members 
Mstep: Class 26 contains 6458 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11634 members 
Mstep: Class 32 contains 12519 members 
Mstep: Class 33 contains 5435 members 
Mstep: Class 34 contains 52946 members 
Mstep: Class 35 contains 11723 members 
Mstep: Class 36 contains 4398 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52618 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17783 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7458 members 
Mstep: Class 47 contains 16832 members 
Mstep: Class 48 contains 5867 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056024.000000 Penalty: 163572.531250
Iteration 390Q: 50 clusters Score -1.15056e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60663 members 
Mstep: Class 5 contains 33520 members 
Mstep: Class 6 contains 5965 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31222 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6515 members 
Mstep: Class 12 contains 33374 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2816 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62204 members 
Mstep: Class 18 contains 4895 members 
Mstep: Class 19 contains 13728 members 
Mstep: Class 20 contains 75229 members 
Mstep: Class 21 contains 17589 members 
Mstep: Class 22 contains 20174 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3523 members 
Mstep: Class 26 contains 6458 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11632 members 
Mstep: Class 32 contains 12528 members 
Mstep: Class 33 contains 5434 members 
Mstep: Class 34 contains 52946 members 
Mstep: Class 35 contains 11722 members 
Mstep: Class 36 contains 4398 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52616 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17785 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7458 members 
Mstep: Class 47 contains 16831 members 
Mstep: Class 48 contains 5867 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056032.000000 Penalty: 163572.531250
Iteration 391Q: 50 clusters Score -1.15056e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 34764 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60666 members 
Mstep: Class 5 contains 33519 members 
Mstep: Class 6 contains 5964 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31222 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6514 members 
Mstep: Class 12 contains 33378 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2816 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62204 members 
Mstep: Class 18 contains 4896 members 
Mstep: Class 19 contains 13729 members 
Mstep: Class 20 contains 75228 members 
Mstep: Class 21 contains 17590 members 
Mstep: Class 22 contains 20169 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3523 members 
Mstep: Class 26 contains 6458 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12347 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11631 members 
Mstep: Class 32 contains 12529 members 
Mstep: Class 33 contains 5438 members 
Mstep: Class 34 contains 52947 members 
Mstep: Class 35 contains 11725 members 
Mstep: Class 36 contains 4399 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52617 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17786 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7458 members 
Mstep: Class 47 contains 16832 members 
Mstep: Class 48 contains 5867 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056008.000000 Penalty: 163572.531250
Iteration 392Q: 50 clusters Score -1.15056e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 34763 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60671 members 
Mstep: Class 5 contains 33516 members 
Mstep: Class 6 contains 5964 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31223 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6513 members 
Mstep: Class 12 contains 33381 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2816 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62203 members 
Mstep: Class 18 contains 4897 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75228 members 
Mstep: Class 21 contains 17592 members 
Mstep: Class 22 contains 20166 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3523 members 
Mstep: Class 26 contains 6458 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12347 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11632 members 
Mstep: Class 32 contains 12530 members 
Mstep: Class 33 contains 5440 members 
Mstep: Class 34 contains 52947 members 
Mstep: Class 35 contains 11724 members 
Mstep: Class 36 contains 4399 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52617 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17786 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 714 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7458 members 
Mstep: Class 47 contains 16832 members 
Mstep: Class 48 contains 5867 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056016.000000 Penalty: 163572.531250
Iteration 393Q: 50 clusters Score -1.15056e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 34763 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60671 members 
Mstep: Class 5 contains 33516 members 
Mstep: Class 6 contains 5964 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31225 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6512 members 
Mstep: Class 12 contains 33384 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2817 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62206 members 
Mstep: Class 18 contains 4899 members 
Mstep: Class 19 contains 13729 members 
Mstep: Class 20 contains 75229 members 
Mstep: Class 21 contains 17596 members 
Mstep: Class 22 contains 20163 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3522 members 
Mstep: Class 26 contains 6458 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12347 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11630 members 
Mstep: Class 32 contains 12529 members 
Mstep: Class 33 contains 5445 members 
Mstep: Class 34 contains 52943 members 
Mstep: Class 35 contains 11724 members 
Mstep: Class 36 contains 4403 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52617 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17789 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 714 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7457 members 
Mstep: Class 47 contains 16833 members 
Mstep: Class 48 contains 5867 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056064.000000 Penalty: 163572.531250
Iteration 394Q: 50 clusters Score -1.150561e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60683 members 
Mstep: Class 5 contains 33514 members 
Mstep: Class 6 contains 5963 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31226 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6511 members 
Mstep: Class 12 contains 33389 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62192 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 13728 members 
Mstep: Class 20 contains 75229 members 
Mstep: Class 21 contains 17597 members 
Mstep: Class 22 contains 20162 members 
Mstep: Class 23 contains 5730 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12347 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11629 members 
Mstep: Class 32 contains 12531 members 
Mstep: Class 33 contains 5448 members 
Mstep: Class 34 contains 52943 members 
Mstep: Class 35 contains 11727 members 
Mstep: Class 36 contains 4405 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52617 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17793 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 714 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7456 members 
Mstep: Class 47 contains 16835 members 
Mstep: Class 48 contains 5867 members 
Mstep: Class 49 contains 1517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055992.000000 Penalty: 163572.531250
Iteration 395Q: 50 clusters Score -1.15056e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60699 members 
Mstep: Class 5 contains 33514 members 
Mstep: Class 6 contains 5963 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31228 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6511 members 
Mstep: Class 12 contains 33393 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62175 members 
Mstep: Class 18 contains 4904 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75227 members 
Mstep: Class 21 contains 17598 members 
Mstep: Class 22 contains 20158 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11628 members 
Mstep: Class 32 contains 12533 members 
Mstep: Class 33 contains 5449 members 
Mstep: Class 34 contains 52941 members 
Mstep: Class 35 contains 11728 members 
Mstep: Class 36 contains 4403 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52620 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17802 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 714 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16834 members 
Mstep: Class 48 contains 5867 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056048.000000 Penalty: 163572.531250
Iteration 396Q: 50 clusters Score -1.15056e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 34767 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60702 members 
Mstep: Class 5 contains 33513 members 
Mstep: Class 6 contains 5963 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31228 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6510 members 
Mstep: Class 12 contains 33397 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62164 members 
Mstep: Class 18 contains 4905 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75225 members 
Mstep: Class 21 contains 17594 members 
Mstep: Class 22 contains 20153 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11632 members 
Mstep: Class 32 contains 12537 members 
Mstep: Class 33 contains 5457 members 
Mstep: Class 34 contains 52942 members 
Mstep: Class 35 contains 11729 members 
Mstep: Class 36 contains 4403 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52621 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17811 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 714 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7456 members 
Mstep: Class 47 contains 16832 members 
Mstep: Class 48 contains 5868 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055912.000000 Penalty: 163572.531250
Iteration 397Q: 50 clusters Score -1.150559e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 34772 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60708 members 
Mstep: Class 5 contains 33513 members 
Mstep: Class 6 contains 5964 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31228 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6509 members 
Mstep: Class 12 contains 33398 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62160 members 
Mstep: Class 18 contains 4905 members 
Mstep: Class 19 contains 13732 members 
Mstep: Class 20 contains 75224 members 
Mstep: Class 21 contains 17593 members 
Mstep: Class 22 contains 20144 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11631 members 
Mstep: Class 32 contains 12540 members 
Mstep: Class 33 contains 5460 members 
Mstep: Class 34 contains 52945 members 
Mstep: Class 35 contains 11730 members 
Mstep: Class 36 contains 4402 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52619 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17819 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 714 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7456 members 
Mstep: Class 47 contains 16831 members 
Mstep: Class 48 contains 5868 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055984.000000 Penalty: 163572.531250
Iteration 398Q: 50 clusters Score -1.15056e+08 nChanged 85
Entering ConstructFrom: 
Score: -115055984.000000 Penalty: 163572.531250
Entering ConstructFrom: 
Trying to split cluster 1 (14102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Entering Unmasked Estep 
Score: -2276653.500000 Penalty: 2369.409668
	Iteration 0F: 2 clusters Score -2276654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2266340.500000 Penalty: 4738.819336
	Iteration 0F: 3 clusters Score -2266340 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2269716.000000 Penalty: 4738.819336
	Iteration 1F: 3 clusters Score -2269716 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2270031.500000 Penalty: 4738.819336
	Iteration 2F: 3 clusters Score -2270032 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2270263.250000 Penalty: 4738.819336
	Iteration 3Q: 3 clusters Score -2270263 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2270453.000000 Penalty: 4738.819336
	Iteration 4Q: 3 clusters Score -2270453 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2270638.750000 Penalty: 4738.819336
	Iteration 5Q: 3 clusters Score -2270639 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2270800.250000 Penalty: 4738.819336
	Iteration 6Q: 3 clusters Score -2270800 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2270963.250000 Penalty: 4738.819336
	Iteration 7Q: 3 clusters Score -2270963 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2271158.750000 Penalty: 4738.819336
	Iteration 8Q: 3 clusters Score -2271159 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2271380.500000 Penalty: 4738.819336
	Iteration 9Q: 3 clusters Score -2271380 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2271655.750000 Penalty: 4738.819336
	Iteration 10Q: 3 clusters Score -2271656 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2271990.750000 Penalty: 4738.819336
	Iteration 11Q: 3 clusters Score -2271991 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2272361.250000 Penalty: 4738.819336
	Iteration 12Q: 3 clusters Score -2272361 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2272730.000000 Penalty: 4738.819336
	Iteration 13Q: 3 clusters Score -2272730 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2273095.000000 Penalty: 4738.819336
	Iteration 14Q: 3 clusters Score -2273095 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2273438.750000 Penalty: 4738.819336
	Iteration 15Q: 3 clusters Score -2273439 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2273729.500000 Penalty: 4738.819336
	Iteration 16Q: 3 clusters Score -2273730 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2273975.750000 Penalty: 4738.819336
	Iteration 17Q: 3 clusters Score -2273976 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2274213.000000 Penalty: 4738.819336
	Iteration 18Q: 3 clusters Score -2274213 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2274355.500000 Penalty: 4738.819336
	Iteration 19Q: 3 clusters Score -2274356 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2274460.250000 Penalty: 4738.819336
	Iteration 20F: 3 clusters Score -2274460 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2274522.500000 Penalty: 4738.819336
	Iteration 21Q: 3 clusters Score -2274522 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2274564.750000 Penalty: 4738.819336
	Iteration 22Q: 3 clusters Score -2274565 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2274595.500000 Penalty: 4738.819336
	Iteration 23Q: 3 clusters Score -2274596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2274623.250000 Penalty: 4738.819336
	Iteration 24Q: 3 clusters Score -2274623 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2274644.250000 Penalty: 4738.819336
	Iteration 25Q: 3 clusters Score -2274644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2274666.000000 Penalty: 4738.819336
	Iteration 26Q: 3 clusters Score -2274666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2274680.750000 Penalty: 4738.819336
	Iteration 27Q: 3 clusters Score -2274681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2274682.750000 Penalty: 4738.819336
	Iteration 28Q: 3 clusters Score -2274683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2274692.000000 Penalty: 4738.819336
	Iteration 29Q: 3 clusters Score -2274692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2274694.500000 Penalty: 4738.819336
	Iteration 30Q: 3 clusters Score -2274694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2274700.500000 Penalty: 4738.819336
	Iteration 31Q: 3 clusters Score -2274700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2274708.500000 Penalty: 4738.819336
	Iteration 32Q: 3 clusters Score -2274708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2274712.750000 Penalty: 4738.819336
	Iteration 33Q: 3 clusters Score -2274713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2274730.500000 Penalty: 4738.819336
	Iteration 34Q: 3 clusters Score -2274730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2274740.250000 Penalty: 4738.819336
	Iteration 35Q: 3 clusters Score -2274740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2274753.500000 Penalty: 4738.819336
	Iteration 36Q: 3 clusters Score -2274754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2274761.750000 Penalty: 4738.819336
	Iteration 37Q: 3 clusters Score -2274762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2274768.000000 Penalty: 4738.819336
	Iteration 38Q: 3 clusters Score -2274768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2274775.750000 Penalty: 4738.819336
	Iteration 39Q: 3 clusters Score -2274776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2274785.750000 Penalty: 4738.819336
	Iteration 40F: 3 clusters Score -2274786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2274794.000000 Penalty: 4738.819336
	Iteration 41Q: 3 clusters Score -2274794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2274797.000000 Penalty: 4738.819336
	Iteration 42Q: 3 clusters Score -2274797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2274803.000000 Penalty: 4738.819336
	Iteration 43Q: 3 clusters Score -2274803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2274806.500000 Penalty: 4738.819336
	Iteration 44Q: 3 clusters Score -2274806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2274808.250000 Penalty: 4738.819336
	Iteration 45Q: 3 clusters Score -2274808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2274811.250000 Penalty: 4738.819336
	Iteration 46Q: 3 clusters Score -2274811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2274814.500000 Penalty: 4738.819336
	Iteration 47Q: 3 clusters Score -2274814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2274818.000000 Penalty: 4738.819336
	Iteration 48Q: 3 clusters Score -2274818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2274822.000000 Penalty: 4738.819336
	Iteration 49Q: 3 clusters Score -2274822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2274825.000000 Penalty: 4738.819336
	Iteration 50Q: 3 clusters Score -2274825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2274824.500000 Penalty: 4738.819336
	Iteration 51Q: 3 clusters Score -2274824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2274828.500000 Penalty: 4738.819336
	Iteration 52Q: 3 clusters Score -2274828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2274834.250000 Penalty: 4738.819336
	Iteration 53Q: 3 clusters Score -2274834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2274838.250000 Penalty: 4738.819336
	Iteration 54Q: 3 clusters Score -2274838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2274842.750000 Penalty: 4738.819336
	Iteration 55Q: 3 clusters Score -2274843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2274843.750000 Penalty: 4738.819336
	Iteration 56Q: 3 clusters Score -2274844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2274840.000000 Penalty: 4738.819336
	Iteration 57Q: 3 clusters Score -2274840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2274849.500000 Penalty: 4738.819336
	Iteration 58Q: 3 clusters Score -2274850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2274853.500000 Penalty: 4738.819336
	Iteration 59Q: 3 clusters Score -2274854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2274856.750000 Penalty: 4738.819336
	Iteration 60F: 3 clusters Score -2274857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2274856.250000 Penalty: 4738.819336
	Iteration 61Q: 3 clusters Score -2274856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2274856.250000 Penalty: 4738.819336
	Iteration 62Q: 3 clusters Score -2274856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2274863.500000 Penalty: 4738.819336
	Iteration 63Q: 3 clusters Score -2274864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2274865.750000 Penalty: 4738.819336
	Iteration 64Q: 3 clusters Score -2274866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2274866.000000 Penalty: 4738.819336
	Iteration 65Q: 3 clusters Score -2274866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2274865.000000 Penalty: 4738.819336
	Iteration 66Q: 3 clusters Score -2274865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2274866.750000 Penalty: 4738.819336
	Iteration 67Q: 3 clusters Score -2274867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2274868.750000 Penalty: 4738.819336
	Iteration 68Q: 3 clusters Score -2274869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2274873.500000 Penalty: 4738.819336
	Iteration 69Q: 3 clusters Score -2274874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2274871.500000 Penalty: 4738.819336
	Iteration 70Q: 3 clusters Score -2274872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2274871.500000 Penalty: 4738.819336
	Iteration 71F: 3 clusters Score -2274872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Entering Unmasked Estep 
Score: -5636380.500000 Penalty: 2593.250000
	Iteration 0F: 2 clusters Score -5636380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -5612810.500000 Penalty: 5186.500000
	Iteration 0F: 3 clusters Score -5612810 nChanged 15755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -5621651.000000 Penalty: 5186.500000
	Iteration 1F: 3 clusters Score -5621651 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -5622376.500000 Penalty: 5186.500000
	Iteration 2F: 3 clusters Score -5622376 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -5623110.000000 Penalty: 5186.500000
	Iteration 3Q: 3 clusters Score -5623110 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -5623890.000000 Penalty: 5186.500000
	Iteration 4F: 3 clusters Score -5623890 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -5624580.000000 Penalty: 5186.500000
	Iteration 5Q: 3 clusters Score -5624580 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -5625283.000000 Penalty: 5186.500000
	Iteration 6Q: 3 clusters Score -5625283 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -5625931.500000 Penalty: 5186.500000
	Iteration 7Q: 3 clusters Score -5625932 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -5626651.500000 Penalty: 5186.500000
	Iteration 8Q: 3 clusters Score -5626652 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -5627367.500000 Penalty: 5186.500000
	Iteration 9Q: 3 clusters Score -5627368 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -5628115.500000 Penalty: 5186.500000
	Iteration 10Q: 3 clusters Score -5628116 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -5628779.000000 Penalty: 5186.500000
	Iteration 11Q: 3 clusters Score -5628779 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -5629347.000000 Penalty: 5186.500000
	Iteration 12Q: 3 clusters Score -5629347 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -5629798.000000 Penalty: 5186.500000
	Iteration 13Q: 3 clusters Score -5629798 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -5630140.000000 Penalty: 5186.500000
	Iteration 14Q: 3 clusters Score -5630140 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -5630351.500000 Penalty: 5186.500000
	Iteration 15Q: 3 clusters Score -5630352 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -5630502.000000 Penalty: 5186.500000
	Iteration 16Q: 3 clusters Score -5630502 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -5630604.000000 Penalty: 5186.500000
	Iteration 17Q: 3 clusters Score -5630604 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -5630707.500000 Penalty: 5186.500000
	Iteration 18Q: 3 clusters Score -5630708 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -5630812.500000 Penalty: 5186.500000
	Iteration 19Q: 3 clusters Score -5630812 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -5630885.500000 Penalty: 5186.500000
	Iteration 20F: 3 clusters Score -5630886 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -5630987.500000 Penalty: 5186.500000
	Iteration 21Q: 3 clusters Score -5630988 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -5631079.500000 Penalty: 5186.500000
	Iteration 22Q: 3 clusters Score -5631080 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -5631171.000000 Penalty: 5186.500000
	Iteration 23Q: 3 clusters Score -5631171 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -5631235.000000 Penalty: 5186.500000
	Iteration 24Q: 3 clusters Score -5631235 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -5631364.500000 Penalty: 5186.500000
	Iteration 25Q: 3 clusters Score -5631364 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -5631502.000000 Penalty: 5186.500000
	Iteration 26Q: 3 clusters Score -5631502 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -5631679.500000 Penalty: 5186.500000
	Iteration 27Q: 3 clusters Score -5631680 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -5631818.000000 Penalty: 5186.500000
	Iteration 28Q: 3 clusters Score -5631818 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -5631997.000000 Penalty: 5186.500000
	Iteration 29Q: 3 clusters Score -5631997 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -5632173.500000 Penalty: 5186.500000
	Iteration 30Q: 3 clusters Score -5632174 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -5632314.000000 Penalty: 5186.500000
	Iteration 31Q: 3 clusters Score -5632314 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -5632440.000000 Penalty: 5186.500000
	Iteration 32Q: 3 clusters Score -5632440 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -5632626.500000 Penalty: 5186.500000
	Iteration 33Q: 3 clusters Score -5632626 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -5632791.000000 Penalty: 5186.500000
	Iteration 34Q: 3 clusters Score -5632791 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -5632946.500000 Penalty: 5186.500000
	Iteration 35Q: 3 clusters Score -5632946 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -5633116.000000 Penalty: 5186.500000
	Iteration 36Q: 3 clusters Score -5633116 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -5633264.000000 Penalty: 5186.500000
	Iteration 37Q: 3 clusters Score -5633264 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -5633464.500000 Penalty: 5186.500000
	Iteration 38Q: 3 clusters Score -5633464 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -5633627.500000 Penalty: 5186.500000
	Iteration 39Q: 3 clusters Score -5633628 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -5633785.000000 Penalty: 5186.500000
	Iteration 40F: 3 clusters Score -5633785 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -5633920.500000 Penalty: 5186.500000
	Iteration 41Q: 3 clusters Score -5633920 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -5633996.000000 Penalty: 5186.500000
	Iteration 42Q: 3 clusters Score -5633996 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -5634096.000000 Penalty: 5186.500000
	Iteration 43Q: 3 clusters Score -5634096 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -5634198.500000 Penalty: 5186.500000
	Iteration 44Q: 3 clusters Score -5634198 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -5634233.500000 Penalty: 5186.500000
	Iteration 45Q: 3 clusters Score -5634234 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -5634285.000000 Penalty: 5186.500000
	Iteration 46Q: 3 clusters Score -5634285 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -5634293.500000 Penalty: 5186.500000
	Iteration 47Q: 3 clusters Score -5634294 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -5634317.500000 Penalty: 5186.500000
	Iteration 48Q: 3 clusters Score -5634318 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -5634328.000000 Penalty: 5186.500000
	Iteration 49Q: 3 clusters Score -5634328 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -5634361.000000 Penalty: 5186.500000
	Iteration 50Q: 3 clusters Score -5634361 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -5634373.000000 Penalty: 5186.500000
	Iteration 51Q: 3 clusters Score -5634373 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -5634413.500000 Penalty: 5186.500000
	Iteration 52Q: 3 clusters Score -5634414 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -5634407.000000 Penalty: 5186.500000
	Iteration 53Q: 3 clusters Score -5634407 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -5634437.500000 Penalty: 5186.500000
	Iteration 54Q: 3 clusters Score -5634438 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -5634451.500000 Penalty: 5186.500000
	Iteration 55Q: 3 clusters Score -5634452 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -5634468.000000 Penalty: 5186.500000
	Iteration 56Q: 3 clusters Score -5634468 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -5634494.000000 Penalty: 5186.500000
	Iteration 57Q: 3 clusters Score -5634494 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -5634511.500000 Penalty: 5186.500000
	Iteration 58Q: 3 clusters Score -5634512 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -5634515.000000 Penalty: 5186.500000
	Iteration 59Q: 3 clusters Score -5634515 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -5634531.000000 Penalty: 5186.500000
	Iteration 60F: 3 clusters Score -5634531 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -5634551.000000 Penalty: 5186.500000
	Iteration 61Q: 3 clusters Score -5634551 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -5634552.500000 Penalty: 5186.500000
	Iteration 62Q: 3 clusters Score -5634552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -5634549.500000 Penalty: 5186.500000
	Iteration 63Q: 3 clusters Score -5634550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -5634557.000000 Penalty: 5186.500000
	Iteration 64Q: 3 clusters Score -5634557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -5634557.500000 Penalty: 5186.500000
	Iteration 65Q: 3 clusters Score -5634558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -5634561.500000 Penalty: 5186.500000
	Iteration 66Q: 3 clusters Score -5634562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -5634568.500000 Penalty: 5186.500000
	Iteration 67Q: 3 clusters Score -5634568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -5634566.000000 Penalty: 5186.500000
	Iteration 68Q: 3 clusters Score -5634566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -5634566.000000 Penalty: 5186.500000
	Iteration 69Q: 3 clusters Score -5634566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -5634560.500000 Penalty: 5186.500000
	Iteration 70Q: 3 clusters Score -5634560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -5634565.000000 Penalty: 5186.500000
	Iteration 71Q: 3 clusters Score -5634565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -5634563.500000 Penalty: 5186.500000
	Iteration 72Q: 3 clusters Score -5634564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -5634563.500000 Penalty: 5186.500000
	Iteration 73Q: 3 clusters Score -5634564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -5634569.500000 Penalty: 5186.500000
	Iteration 74Q: 3 clusters Score -5634570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -5634569.500000 Penalty: 5186.500000
	Iteration 75F: 3 clusters Score -5634570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -150560.421875 Penalty: 1700.663452
	Iteration 0F: 2 clusters Score -150560.4 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 461 members 
Entering Unmasked Estep 
Score: -148668.625000 Penalty: 3401.326904
	Iteration 0F: 3 clusters Score -148668.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -149109.906250 Penalty: 3401.326904
	Iteration 1F: 3 clusters Score -149109.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -149330.875000 Penalty: 3401.326904
	Iteration 2F: 3 clusters Score -149330.9 nChanged 80
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: -149573.312500 Penalty: 3401.326904
	Iteration 3F: 3 clusters Score -149573.3 nChanged 44
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: -149767.312500 Penalty: 3401.326904
	Iteration 4Q: 3 clusters Score -149767.3 nChanged 42
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: -150079.906250 Penalty: 3401.326904
	Iteration 5Q: 3 clusters Score -150079.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -150552.031250 Penalty: 3401.326904
	Iteration 6Q: 3 clusters Score -150552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -150729.031250 Penalty: 3401.326904
	Iteration 7Q: 3 clusters Score -150729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -150858.328125 Penalty: 3401.326904
	Iteration 8Q: 3 clusters Score -150858.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -150934.031250 Penalty: 3401.326904
	Iteration 9Q: 3 clusters Score -150934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -151013.703125 Penalty: 3401.326904
	Iteration 10Q: 3 clusters Score -151013.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -151135.796875 Penalty: 3401.326904
	Iteration 11Q: 3 clusters Score -151135.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -151152.453125 Penalty: 3401.326904
	Iteration 12Q: 3 clusters Score -151152.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -151155.000000 Penalty: 3401.326904
	Iteration 13Q: 3 clusters Score -151155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -151164.578125 Penalty: 3401.326904
	Iteration 14Q: 3 clusters Score -151164.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -151173.203125 Penalty: 3401.326904
	Iteration 15Q: 3 clusters Score -151173.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -151176.093750 Penalty: 3401.326904
	Iteration 16Q: 3 clusters Score -151176.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -151176.093750 Penalty: 3401.326904
	Iteration 17F: 3 clusters Score -151176.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 34775 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 60716 members 
Mstep: Class 5 contains 33512 members 
Mstep: Class 6 contains 5965 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31230 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6508 members 
Mstep: Class 12 contains 33401 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10336 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62151 members 
Mstep: Class 18 contains 4905 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75224 members 
Mstep: Class 21 contains 17593 members 
Mstep: Class 22 contains 20140 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11625 members 
Mstep: Class 32 contains 12544 members 
Mstep: Class 33 contains 5468 members 
Mstep: Class 34 contains 52946 members 
Mstep: Class 35 contains 11731 members 
Mstep: Class 36 contains 4402 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52616 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17829 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 714 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16831 members 
Mstep: Class 48 contains 5868 members 
Mstep: Class 49 contains 1518 members 
Mstep: Class 50 contains 367 members 
Entering Unmasked Estep 
Score: -115054832.000000 Penalty: 166910.750000
Splitting cluster 3 changes total score from -115055984.000000 to -115054832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (60716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60716 members 
Entering Unmasked Estep 
Score: -10492126.000000 Penalty: 2731.462646
	Iteration 0F: 2 clusters Score -1.049213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -10454859.000000 Penalty: 5462.925293
	Iteration 0F: 3 clusters Score -1.045486e+07 nChanged 28200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -10470327.000000 Penalty: 5462.925293
	Iteration 1F: 3 clusters Score -1.047033e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -10471023.000000 Penalty: 5462.925293
	Iteration 2Q: 3 clusters Score -1.047102e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -10471533.000000 Penalty: 5462.925293
	Iteration 3Q: 3 clusters Score -1.047153e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -10472085.000000 Penalty: 5462.925293
	Iteration 4Q: 3 clusters Score -1.047208e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -10472667.000000 Penalty: 5462.925293
	Iteration 5Q: 3 clusters Score -1.047267e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -10473274.000000 Penalty: 5462.925293
	Iteration 6Q: 3 clusters Score -1.047327e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -10473976.000000 Penalty: 5462.925293
	Iteration 7Q: 3 clusters Score -1.047398e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -10474675.000000 Penalty: 5462.925293
	Iteration 8Q: 3 clusters Score -1.047468e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -10475550.000000 Penalty: 5462.925293
	Iteration 9Q: 3 clusters Score -1.047555e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -10476550.000000 Penalty: 5462.925293
	Iteration 10Q: 3 clusters Score -1.047655e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -10477861.000000 Penalty: 5462.925293
	Iteration 11Q: 3 clusters Score -1.047786e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -10479449.000000 Penalty: 5462.925293
	Iteration 12Q: 3 clusters Score -1.047945e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -10481126.000000 Penalty: 5462.925293
	Iteration 13Q: 3 clusters Score -1.048113e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -10482704.000000 Penalty: 5462.925293
	Iteration 14Q: 3 clusters Score -1.04827e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -10483982.000000 Penalty: 5462.925293
	Iteration 15Q: 3 clusters Score -1.048398e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -10485072.000000 Penalty: 5462.925293
	Iteration 16Q: 3 clusters Score -1.048507e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -10485917.000000 Penalty: 5462.925293
	Iteration 17Q: 3 clusters Score -1.048592e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -10486526.000000 Penalty: 5462.925293
	Iteration 18Q: 3 clusters Score -1.048653e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -10487205.000000 Penalty: 5462.925293
	Iteration 19Q: 3 clusters Score -1.04872e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53219 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -10487744.000000 Penalty: 5462.925293
	Iteration 20F: 3 clusters Score -1.048774e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -10488194.000000 Penalty: 5462.925293
	Iteration 21Q: 3 clusters Score -1.048819e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -10488659.000000 Penalty: 5462.925293
	Iteration 22Q: 3 clusters Score -1.048866e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -10488952.000000 Penalty: 5462.925293
	Iteration 23Q: 3 clusters Score -1.048895e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57397 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -10489160.000000 Penalty: 5462.925293
	Iteration 24Q: 3 clusters Score -1.048916e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58142 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -10489427.000000 Penalty: 5462.925293
	Iteration 25Q: 3 clusters Score -1.048943e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58714 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -10489539.000000 Penalty: 5462.925293
	Iteration 26Q: 3 clusters Score -1.048954e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59153 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -10489650.000000 Penalty: 5462.925293
	Iteration 27Q: 3 clusters Score -1.048965e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59475 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -10489744.000000 Penalty: 5462.925293
	Iteration 28Q: 3 clusters Score -1.048974e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -10489811.000000 Penalty: 5462.925293
	Iteration 29Q: 3 clusters Score -1.048981e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10489889.000000 Penalty: 5462.925293
	Iteration 30Q: 3 clusters Score -1.048989e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59945 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -10489855.000000 Penalty: 5462.925293
	Iteration 31Q: 3 clusters Score -1.048986e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60015 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10489859.000000 Penalty: 5462.925293
	Iteration 32Q: 3 clusters Score -1.048986e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60064 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -10489849.000000 Penalty: 5462.925293
	Iteration 33Q: 3 clusters Score -1.048985e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -10489859.000000 Penalty: 5462.925293
	Iteration 34Q: 3 clusters Score -1.048986e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60118 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10489855.000000 Penalty: 5462.925293
	Iteration 35Q: 3 clusters Score -1.048986e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60142 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -10489867.000000 Penalty: 5462.925293
	Iteration 36Q: 3 clusters Score -1.048987e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10489848.000000 Penalty: 5462.925293
	Iteration 37Q: 3 clusters Score -1.048985e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60176 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -10489853.000000 Penalty: 5462.925293
	Iteration 38Q: 3 clusters Score -1.048985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -10489836.000000 Penalty: 5462.925293
	Iteration 39Q: 3 clusters Score -1.048984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10489854.000000 Penalty: 5462.925293
	Iteration 40F: 3 clusters Score -1.048985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60185 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -10489857.000000 Penalty: 5462.925293
	Iteration 41Q: 3 clusters Score -1.048986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60186 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10489847.000000 Penalty: 5462.925293
	Iteration 42Q: 3 clusters Score -1.048985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60188 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10489851.000000 Penalty: 5462.925293
	Iteration 43Q: 3 clusters Score -1.048985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -10489843.000000 Penalty: 5462.925293
	Iteration 44Q: 3 clusters Score -1.048984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60192 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -10489846.000000 Penalty: 5462.925293
	Iteration 45Q: 3 clusters Score -1.048985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60195 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -10489847.000000 Penalty: 5462.925293
	Iteration 46Q: 3 clusters Score -1.048985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60197 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -10489855.000000 Penalty: 5462.925293
	Iteration 47Q: 3 clusters Score -1.048986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10489855.000000 Penalty: 5462.925293
	Iteration 48Q: 3 clusters Score -1.048986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10489858.000000 Penalty: 5462.925293
	Iteration 49Q: 3 clusters Score -1.048986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10489864.000000 Penalty: 5462.925293
	Iteration 50Q: 3 clusters Score -1.048986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60200 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10489869.000000 Penalty: 5462.925293
	Iteration 51Q: 3 clusters Score -1.048987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10489869.000000 Penalty: 5462.925293
	Iteration 52Q: 3 clusters Score -1.048987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60203 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10489867.000000 Penalty: 5462.925293
	Iteration 53Q: 3 clusters Score -1.048987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60207 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10489870.000000 Penalty: 5462.925293
	Iteration 54Q: 3 clusters Score -1.048987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60207 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10489870.000000 Penalty: 5462.925293
	Iteration 55F: 3 clusters Score -1.048987e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Entering Unmasked Estep 
Score: -5669175.000000 Penalty: 2584.075439
	Iteration 0F: 2 clusters Score -5669175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -5646293.000000 Penalty: 5168.150879
	Iteration 0F: 3 clusters Score -5646293 nChanged 15093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -5654659.000000 Penalty: 5168.150879
	Iteration 1F: 3 clusters Score -5654659 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -5655245.500000 Penalty: 5168.150879
	Iteration 2Q: 3 clusters Score -5655246 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -5655895.500000 Penalty: 5168.150879
	Iteration 3Q: 3 clusters Score -5655896 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -5656641.000000 Penalty: 5168.150879
	Iteration 4Q: 3 clusters Score -5656641 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -5657504.500000 Penalty: 5168.150879
	Iteration 5Q: 3 clusters Score -5657504 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -5658489.500000 Penalty: 5168.150879
	Iteration 6F: 3 clusters Score -5658490 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -5659568.000000 Penalty: 5168.150879
	Iteration 7F: 3 clusters Score -5659568 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -5660601.500000 Penalty: 5168.150879
	Iteration 8F: 3 clusters Score -5660602 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -5661473.500000 Penalty: 5168.150879
	Iteration 9Q: 3 clusters Score -5661474 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -5662203.500000 Penalty: 5168.150879
	Iteration 10Q: 3 clusters Score -5662204 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -5662759.500000 Penalty: 5168.150879
	Iteration 11Q: 3 clusters Score -5662760 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -5663215.000000 Penalty: 5168.150879
	Iteration 12Q: 3 clusters Score -5663215 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -5663563.000000 Penalty: 5168.150879
	Iteration 13Q: 3 clusters Score -5663563 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -5663777.000000 Penalty: 5168.150879
	Iteration 14Q: 3 clusters Score -5663777 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -5664038.000000 Penalty: 5168.150879
	Iteration 15Q: 3 clusters Score -5664038 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -5664216.500000 Penalty: 5168.150879
	Iteration 16Q: 3 clusters Score -5664216 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -5664420.000000 Penalty: 5168.150879
	Iteration 17Q: 3 clusters Score -5664420 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -5664610.000000 Penalty: 5168.150879
	Iteration 18Q: 3 clusters Score -5664610 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -5664795.500000 Penalty: 5168.150879
	Iteration 19Q: 3 clusters Score -5664796 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -5664971.000000 Penalty: 5168.150879
	Iteration 20F: 3 clusters Score -5664971 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -5665153.000000 Penalty: 5168.150879
	Iteration 21Q: 3 clusters Score -5665153 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -5665364.500000 Penalty: 5168.150879
	Iteration 22Q: 3 clusters Score -5665364 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -5665590.500000 Penalty: 5168.150879
	Iteration 23Q: 3 clusters Score -5665590 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -5665857.000000 Penalty: 5168.150879
	Iteration 24Q: 3 clusters Score -5665857 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -5666041.000000 Penalty: 5168.150879
	Iteration 25Q: 3 clusters Score -5666041 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -5666243.500000 Penalty: 5168.150879
	Iteration 26Q: 3 clusters Score -5666244 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -5666389.000000 Penalty: 5168.150879
	Iteration 27Q: 3 clusters Score -5666389 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -5666543.500000 Penalty: 5168.150879
	Iteration 28Q: 3 clusters Score -5666544 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -5666678.000000 Penalty: 5168.150879
	Iteration 29Q: 3 clusters Score -5666678 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -5666743.000000 Penalty: 5168.150879
	Iteration 30Q: 3 clusters Score -5666743 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -5666847.000000 Penalty: 5168.150879
	Iteration 31Q: 3 clusters Score -5666847 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -5666926.000000 Penalty: 5168.150879
	Iteration 32Q: 3 clusters Score -5666926 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -5666965.500000 Penalty: 5168.150879
	Iteration 33Q: 3 clusters Score -5666966 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -5667016.500000 Penalty: 5168.150879
	Iteration 34Q: 3 clusters Score -5667016 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -5667079.000000 Penalty: 5168.150879
	Iteration 35Q: 3 clusters Score -5667079 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -5667144.500000 Penalty: 5168.150879
	Iteration 36Q: 3 clusters Score -5667144 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -5667167.000000 Penalty: 5168.150879
	Iteration 37Q: 3 clusters Score -5667167 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -5667188.000000 Penalty: 5168.150879
	Iteration 38Q: 3 clusters Score -5667188 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -5667228.500000 Penalty: 5168.150879
	Iteration 39Q: 3 clusters Score -5667228 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -5667282.500000 Penalty: 5168.150879
	Iteration 40F: 3 clusters Score -5667282 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -5667285.000000 Penalty: 5168.150879
	Iteration 41Q: 3 clusters Score -5667285 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -5667293.000000 Penalty: 5168.150879
	Iteration 42Q: 3 clusters Score -5667293 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -5667316.000000 Penalty: 5168.150879
	Iteration 43Q: 3 clusters Score -5667316 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -5667330.500000 Penalty: 5168.150879
	Iteration 44Q: 3 clusters Score -5667330 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -5667342.500000 Penalty: 5168.150879
	Iteration 45Q: 3 clusters Score -5667342 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -5667370.000000 Penalty: 5168.150879
	Iteration 46Q: 3 clusters Score -5667370 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -5667402.000000 Penalty: 5168.150879
	Iteration 47Q: 3 clusters Score -5667402 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -5667412.500000 Penalty: 5168.150879
	Iteration 48Q: 3 clusters Score -5667412 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -5667432.000000 Penalty: 5168.150879
	Iteration 49Q: 3 clusters Score -5667432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -5667440.500000 Penalty: 5168.150879
	Iteration 50Q: 3 clusters Score -5667440 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -5667453.500000 Penalty: 5168.150879
	Iteration 51Q: 3 clusters Score -5667454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -5667457.500000 Penalty: 5168.150879
	Iteration 52Q: 3 clusters Score -5667458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -5667461.000000 Penalty: 5168.150879
	Iteration 53Q: 3 clusters Score -5667461 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -5667462.500000 Penalty: 5168.150879
	Iteration 54Q: 3 clusters Score -5667462 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -5667468.000000 Penalty: 5168.150879
	Iteration 55Q: 3 clusters Score -5667468 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -5667481.500000 Penalty: 5168.150879
	Iteration 56Q: 3 clusters Score -5667482 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -5667493.500000 Penalty: 5168.150879
	Iteration 57Q: 3 clusters Score -5667494 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -5667511.000000 Penalty: 5168.150879
	Iteration 58Q: 3 clusters Score -5667511 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -5667519.500000 Penalty: 5168.150879
	Iteration 59Q: 3 clusters Score -5667520 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -5667538.000000 Penalty: 5168.150879
	Iteration 60F: 3 clusters Score -5667538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5667531.500000 Penalty: 5168.150879
	Iteration 61Q: 3 clusters Score -5667532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5667547.500000 Penalty: 5168.150879
	Iteration 62Q: 3 clusters Score -5667548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5667572.500000 Penalty: 5168.150879
	Iteration 63Q: 3 clusters Score -5667572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -5667567.500000 Penalty: 5168.150879
	Iteration 64Q: 3 clusters Score -5667568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -5667571.500000 Penalty: 5168.150879
	Iteration 65Q: 3 clusters Score -5667572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -5667578.500000 Penalty: 5168.150879
	Iteration 66Q: 3 clusters Score -5667578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5667586.500000 Penalty: 5168.150879
	Iteration 67Q: 3 clusters Score -5667586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5667593.000000 Penalty: 5168.150879
	Iteration 68Q: 3 clusters Score -5667593 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -5667613.500000 Penalty: 5168.150879
	Iteration 69Q: 3 clusters Score -5667614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5667634.000000 Penalty: 5168.150879
	Iteration 70Q: 3 clusters Score -5667634 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -5667632.000000 Penalty: 5168.150879
	Iteration 71Q: 3 clusters Score -5667632 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5667654.500000 Penalty: 5168.150879
	Iteration 72Q: 3 clusters Score -5667654 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -5667685.000000 Penalty: 5168.150879
	Iteration 73Q: 3 clusters Score -5667685 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5667705.500000 Penalty: 5168.150879
	Iteration 74Q: 3 clusters Score -5667706 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -5667723.500000 Penalty: 5168.150879
	Iteration 75Q: 3 clusters Score -5667724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -5667740.000000 Penalty: 5168.150879
	Iteration 76Q: 3 clusters Score -5667740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5667742.500000 Penalty: 5168.150879
	Iteration 77Q: 3 clusters Score -5667742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -5667742.500000 Penalty: 5168.150879
	Iteration 78Q: 3 clusters Score -5667742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -5667749.500000 Penalty: 5168.150879
	Iteration 79Q: 3 clusters Score -5667750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5667775.000000 Penalty: 5168.150879
	Iteration 80F: 3 clusters Score -5667775 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5667784.000000 Penalty: 5168.150879
	Iteration 81Q: 3 clusters Score -5667784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -5667797.000000 Penalty: 5168.150879
	Iteration 82Q: 3 clusters Score -5667797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5667797.000000 Penalty: 5168.150879
	Iteration 83Q: 3 clusters Score -5667797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -5667800.000000 Penalty: 5168.150879
	Iteration 84Q: 3 clusters Score -5667800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5667814.500000 Penalty: 5168.150879
	Iteration 85Q: 3 clusters Score -5667814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5667823.500000 Penalty: 5168.150879
	Iteration 86Q: 3 clusters Score -5667824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5667840.000000 Penalty: 5168.150879
	Iteration 87Q: 3 clusters Score -5667840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5667830.500000 Penalty: 5168.150879
	Iteration 88Q: 3 clusters Score -5667830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5667837.500000 Penalty: 5168.150879
	Iteration 89Q: 3 clusters Score -5667838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5667844.500000 Penalty: 5168.150879
	Iteration 90Q: 3 clusters Score -5667844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5667849.000000 Penalty: 5168.150879
	Iteration 91Q: 3 clusters Score -5667849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5667848.000000 Penalty: 5168.150879
	Iteration 92Q: 3 clusters Score -5667848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -5667850.500000 Penalty: 5168.150879
	Iteration 93Q: 3 clusters Score -5667850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5667865.500000 Penalty: 5168.150879
	Iteration 94Q: 3 clusters Score -5667866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5667865.000000 Penalty: 5168.150879
	Iteration 95Q: 3 clusters Score -5667865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5667867.500000 Penalty: 5168.150879
	Iteration 96Q: 3 clusters Score -5667868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5667867.500000 Penalty: 5168.150879
	Iteration 97Q: 3 clusters Score -5667868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5667870.000000 Penalty: 5168.150879
	Iteration 98Q: 3 clusters Score -5667870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5667870.000000 Penalty: 5168.150879
	Iteration 99Q: 3 clusters Score -5667870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5667870.000000 Penalty: 5168.150879
	Iteration 100F: 3 clusters Score -5667870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5667873.000000 Penalty: 5168.150879
	Iteration 101Q: 3 clusters Score -5667873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5667878.000000 Penalty: 5168.150879
	Iteration 102Q: 3 clusters Score -5667878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5667875.000000 Penalty: 5168.150879
	Iteration 103Q: 3 clusters Score -5667875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5667875.500000 Penalty: 5168.150879
	Iteration 104Q: 3 clusters Score -5667876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5667880.500000 Penalty: 5168.150879
	Iteration 105Q: 3 clusters Score -5667880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5667880.500000 Penalty: 5168.150879
	Iteration 106F: 3 clusters Score -5667880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Entering Unmasked Estep 
Score: -985166.750000 Penalty: 2156.028809
	Iteration 0F: 2 clusters Score -985166.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -980097.750000 Penalty: 4312.057617
	Iteration 0F: 3 clusters Score -980097.8 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -981511.625000 Penalty: 4312.057617
	Iteration 1F: 3 clusters Score -981511.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -981848.562500 Penalty: 4312.057617
	Iteration 2F: 3 clusters Score -981848.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -982075.437500 Penalty: 4312.057617
	Iteration 3F: 3 clusters Score -982075.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -982251.937500 Penalty: 4312.057617
	Iteration 4Q: 3 clusters Score -982251.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -982430.250000 Penalty: 4312.057617
	Iteration 5Q: 3 clusters Score -982430.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -982554.187500 Penalty: 4312.057617
	Iteration 6Q: 3 clusters Score -982554.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -982670.312500 Penalty: 4312.057617
	Iteration 7Q: 3 clusters Score -982670.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -982769.937500 Penalty: 4312.057617
	Iteration 8Q: 3 clusters Score -982769.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -982859.437500 Penalty: 4312.057617
	Iteration 9Q: 3 clusters Score -982859.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -982946.625000 Penalty: 4312.057617
	Iteration 10Q: 3 clusters Score -982946.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -983021.250000 Penalty: 4312.057617
	Iteration 11Q: 3 clusters Score -983021.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -983100.125000 Penalty: 4312.057617
	Iteration 12Q: 3 clusters Score -983100.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -983169.062500 Penalty: 4312.057617
	Iteration 13Q: 3 clusters Score -983169.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -983222.187500 Penalty: 4312.057617
	Iteration 14Q: 3 clusters Score -983222.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -983268.187500 Penalty: 4312.057617
	Iteration 15Q: 3 clusters Score -983268.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -983320.687500 Penalty: 4312.057617
	Iteration 16Q: 3 clusters Score -983320.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -983356.812500 Penalty: 4312.057617
	Iteration 17Q: 3 clusters Score -983356.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -983382.875000 Penalty: 4312.057617
	Iteration 18Q: 3 clusters Score -983382.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -983408.250000 Penalty: 4312.057617
	Iteration 19Q: 3 clusters Score -983408.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -983423.875000 Penalty: 4312.057617
	Iteration 20F: 3 clusters Score -983423.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -983439.062500 Penalty: 4312.057617
	Iteration 21Q: 3 clusters Score -983439.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -983452.187500 Penalty: 4312.057617
	Iteration 22Q: 3 clusters Score -983452.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -983460.375000 Penalty: 4312.057617
	Iteration 23Q: 3 clusters Score -983460.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -983468.312500 Penalty: 4312.057617
	Iteration 24Q: 3 clusters Score -983468.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -983473.875000 Penalty: 4312.057617
	Iteration 25Q: 3 clusters Score -983473.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -983478.000000 Penalty: 4312.057617
	Iteration 26Q: 3 clusters Score -983478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -983479.875000 Penalty: 4312.057617
	Iteration 27Q: 3 clusters Score -983479.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -983480.750000 Penalty: 4312.057617
	Iteration 28Q: 3 clusters Score -983480.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -983483.875000 Penalty: 4312.057617
	Iteration 29Q: 3 clusters Score -983483.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -983491.187500 Penalty: 4312.057617
	Iteration 30Q: 3 clusters Score -983491.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -983493.750000 Penalty: 4312.057617
	Iteration 31Q: 3 clusters Score -983493.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -983497.312500 Penalty: 4312.057617
	Iteration 32Q: 3 clusters Score -983497.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -983500.687500 Penalty: 4312.057617
	Iteration 33Q: 3 clusters Score -983500.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -983505.750000 Penalty: 4312.057617
	Iteration 34Q: 3 clusters Score -983505.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -983508.000000 Penalty: 4312.057617
	Iteration 35Q: 3 clusters Score -983508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -983509.937500 Penalty: 4312.057617
	Iteration 36Q: 3 clusters Score -983509.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -983512.125000 Penalty: 4312.057617
	Iteration 37Q: 3 clusters Score -983512.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -983511.625000 Penalty: 4312.057617
	Iteration 38Q: 3 clusters Score -983511.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -983513.062500 Penalty: 4312.057617
	Iteration 39Q: 3 clusters Score -983513.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -983517.250000 Penalty: 4312.057617
	Iteration 40F: 3 clusters Score -983517.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -983517.250000 Penalty: 4312.057617
	Iteration 41Q: 3 clusters Score -983517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -983520.812500 Penalty: 4312.057617
	Iteration 42Q: 3 clusters Score -983520.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -983523.187500 Penalty: 4312.057617
	Iteration 43Q: 3 clusters Score -983523.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -983523.187500 Penalty: 4312.057617
	Iteration 44F: 3 clusters Score -983523.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Entering Unmasked Estep 
Score: -1317909.875000 Penalty: 2217.827637
	Iteration 0F: 2 clusters Score -1317910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1311698.750000 Penalty: 4435.655273
	Iteration 0F: 3 clusters Score -1311699 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1313431.500000 Penalty: 4435.655273
	Iteration 1F: 3 clusters Score -1313432 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1313696.375000 Penalty: 4435.655273
	Iteration 2F: 3 clusters Score -1313696 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1313881.125000 Penalty: 4435.655273
	Iteration 3F: 3 clusters Score -1313881 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1314048.500000 Penalty: 4435.655273
	Iteration 4Q: 3 clusters Score -1314048 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1314195.875000 Penalty: 4435.655273
	Iteration 5Q: 3 clusters Score -1314196 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1314322.375000 Penalty: 4435.655273
	Iteration 6Q: 3 clusters Score -1314322 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1314442.375000 Penalty: 4435.655273
	Iteration 7Q: 3 clusters Score -1314442 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1314557.875000 Penalty: 4435.655273
	Iteration 8Q: 3 clusters Score -1314558 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1314695.750000 Penalty: 4435.655273
	Iteration 9Q: 3 clusters Score -1314696 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1314855.500000 Penalty: 4435.655273
	Iteration 10Q: 3 clusters Score -1314856 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1314991.375000 Penalty: 4435.655273
	Iteration 11Q: 3 clusters Score -1314991 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1315139.875000 Penalty: 4435.655273
	Iteration 12Q: 3 clusters Score -1315140 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1315255.125000 Penalty: 4435.655273
	Iteration 13Q: 3 clusters Score -1315255 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1315340.375000 Penalty: 4435.655273
	Iteration 14Q: 3 clusters Score -1315340 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1315420.000000 Penalty: 4435.655273
	Iteration 15Q: 3 clusters Score -1315420 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1315473.500000 Penalty: 4435.655273
	Iteration 16Q: 3 clusters Score -1315474 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1315509.625000 Penalty: 4435.655273
	Iteration 17Q: 3 clusters Score -1315510 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1315535.875000 Penalty: 4435.655273
	Iteration 18Q: 3 clusters Score -1315536 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1315554.500000 Penalty: 4435.655273
	Iteration 19Q: 3 clusters Score -1315554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1315568.875000 Penalty: 4435.655273
	Iteration 20F: 3 clusters Score -1315569 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1315577.625000 Penalty: 4435.655273
	Iteration 21Q: 3 clusters Score -1315578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1315583.375000 Penalty: 4435.655273
	Iteration 22Q: 3 clusters Score -1315583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1315587.500000 Penalty: 4435.655273
	Iteration 23Q: 3 clusters Score -1315588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1315592.750000 Penalty: 4435.655273
	Iteration 24Q: 3 clusters Score -1315593 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1315598.125000 Penalty: 4435.655273
	Iteration 25Q: 3 clusters Score -1315598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1315603.750000 Penalty: 4435.655273
	Iteration 26Q: 3 clusters Score -1315604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1315608.500000 Penalty: 4435.655273
	Iteration 27Q: 3 clusters Score -1315608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1315616.500000 Penalty: 4435.655273
	Iteration 28Q: 3 clusters Score -1315616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1315617.625000 Penalty: 4435.655273
	Iteration 29Q: 3 clusters Score -1315618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1315619.125000 Penalty: 4435.655273
	Iteration 30Q: 3 clusters Score -1315619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1315623.000000 Penalty: 4435.655273
	Iteration 31Q: 3 clusters Score -1315623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1315626.000000 Penalty: 4435.655273
	Iteration 32Q: 3 clusters Score -1315626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1315627.250000 Penalty: 4435.655273
	Iteration 33Q: 3 clusters Score -1315627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1315631.625000 Penalty: 4435.655273
	Iteration 34Q: 3 clusters Score -1315632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1315629.875000 Penalty: 4435.655273
	Iteration 35Q: 3 clusters Score -1315630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1315632.625000 Penalty: 4435.655273
	Iteration 36Q: 3 clusters Score -1315633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1315632.625000 Penalty: 4435.655273
	Iteration 37Q: 3 clusters Score -1315633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1315635.750000 Penalty: 4435.655273
	Iteration 38Q: 3 clusters Score -1315636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1315635.375000 Penalty: 4435.655273
	Iteration 39Q: 3 clusters Score -1315635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1315636.625000 Penalty: 4435.655273
	Iteration 40F: 3 clusters Score -1315637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1315637.000000 Penalty: 4435.655273
	Iteration 41Q: 3 clusters Score -1315637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1315637.000000 Penalty: 4435.655273
	Iteration 42F: 3 clusters Score -1315637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Entering Unmasked Estep 
Score: -292936.625000 Penalty: 1870.074219
	Iteration 0F: 2 clusters Score -292936.6 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 928 members 
Entering Unmasked Estep 
Score: -290441.281250 Penalty: 3740.148438
	Iteration 0F: 3 clusters Score -290441.3 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -291017.718750 Penalty: 3740.148438
	Iteration 1F: 3 clusters Score -291017.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -291241.281250 Penalty: 3740.148438
	Iteration 2F: 3 clusters Score -291241.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -291392.156250 Penalty: 3740.148438
	Iteration 3F: 3 clusters Score -291392.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -291507.593750 Penalty: 3740.148438
	Iteration 4Q: 3 clusters Score -291507.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -291610.437500 Penalty: 3740.148438
	Iteration 5Q: 3 clusters Score -291610.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -291676.312500 Penalty: 3740.148438
	Iteration 6Q: 3 clusters Score -291676.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -291721.937500 Penalty: 3740.148438
	Iteration 7Q: 3 clusters Score -291721.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -291752.843750 Penalty: 3740.148438
	Iteration 8Q: 3 clusters Score -291752.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -291781.125000 Penalty: 3740.148438
	Iteration 9Q: 3 clusters Score -291781.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -291803.093750 Penalty: 3740.148438
	Iteration 10Q: 3 clusters Score -291803.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -291823.281250 Penalty: 3740.148438
	Iteration 11Q: 3 clusters Score -291823.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -291843.281250 Penalty: 3740.148438
	Iteration 12Q: 3 clusters Score -291843.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -291857.000000 Penalty: 3740.148438
	Iteration 13Q: 3 clusters Score -291857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -291869.500000 Penalty: 3740.148438
	Iteration 14Q: 3 clusters Score -291869.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -291880.906250 Penalty: 3740.148438
	Iteration 15Q: 3 clusters Score -291880.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -291888.500000 Penalty: 3740.148438
	Iteration 16Q: 3 clusters Score -291888.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -291896.093750 Penalty: 3740.148438
	Iteration 17Q: 3 clusters Score -291896.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -291903.218750 Penalty: 3740.148438
	Iteration 18Q: 3 clusters Score -291903.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -291910.781250 Penalty: 3740.148438
	Iteration 19Q: 3 clusters Score -291910.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -291913.781250 Penalty: 3740.148438
	Iteration 20F: 3 clusters Score -291913.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -291916.593750 Penalty: 3740.148438
	Iteration 21Q: 3 clusters Score -291916.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -291917.812500 Penalty: 3740.148438
	Iteration 22Q: 3 clusters Score -291917.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -291919.656250 Penalty: 3740.148438
	Iteration 23Q: 3 clusters Score -291919.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -291920.281250 Penalty: 3740.148438
	Iteration 24Q: 3 clusters Score -291920.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -291920.281250 Penalty: 3740.148438
	Iteration 25F: 3 clusters Score -291920.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Entering Unmasked Estep 
Score: -5462307.000000 Penalty: 2566.585449
	Iteration 0F: 2 clusters Score -5462307 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 15662 members 
Entering Unmasked Estep 
Score: -5440818.000000 Penalty: 5133.170898
	Iteration 0F: 3 clusters Score -5440818 nChanged 14104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -5448638.000000 Penalty: 5133.170898
	Iteration 1F: 3 clusters Score -5448638 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -5449093.000000 Penalty: 5133.170898
	Iteration 2Q: 3 clusters Score -5449093 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -5449453.500000 Penalty: 5133.170898
	Iteration 3Q: 3 clusters Score -5449454 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -5449730.500000 Penalty: 5133.170898
	Iteration 4Q: 3 clusters Score -5449730 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -5449975.500000 Penalty: 5133.170898
	Iteration 5Q: 3 clusters Score -5449976 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -5450244.500000 Penalty: 5133.170898
	Iteration 6Q: 3 clusters Score -5450244 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -5450570.500000 Penalty: 5133.170898
	Iteration 7Q: 3 clusters Score -5450570 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -5451053.000000 Penalty: 5133.170898
	Iteration 8Q: 3 clusters Score -5451053 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -5451696.000000 Penalty: 5133.170898
	Iteration 9Q: 3 clusters Score -5451696 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -5452514.000000 Penalty: 5133.170898
	Iteration 10Q: 3 clusters Score -5452514 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -5453615.500000 Penalty: 5133.170898
	Iteration 11F: 3 clusters Score -5453616 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -5454874.500000 Penalty: 5133.170898
	Iteration 12F: 3 clusters Score -5454874 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -5456081.000000 Penalty: 5133.170898
	Iteration 13Q: 3 clusters Score -5456081 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -5457097.500000 Penalty: 5133.170898
	Iteration 14Q: 3 clusters Score -5457098 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -5457900.500000 Penalty: 5133.170898
	Iteration 15Q: 3 clusters Score -5457900 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -5458521.000000 Penalty: 5133.170898
	Iteration 16Q: 3 clusters Score -5458521 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -5458969.000000 Penalty: 5133.170898
	Iteration 17Q: 3 clusters Score -5458969 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -5459327.000000 Penalty: 5133.170898
	Iteration 18Q: 3 clusters Score -5459327 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -5459566.500000 Penalty: 5133.170898
	Iteration 19Q: 3 clusters Score -5459566 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -5459732.500000 Penalty: 5133.170898
	Iteration 20F: 3 clusters Score -5459732 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -5459845.000000 Penalty: 5133.170898
	Iteration 21Q: 3 clusters Score -5459845 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -5459896.000000 Penalty: 5133.170898
	Iteration 22Q: 3 clusters Score -5459896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -5459940.500000 Penalty: 5133.170898
	Iteration 23Q: 3 clusters Score -5459940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -5459973.000000 Penalty: 5133.170898
	Iteration 24Q: 3 clusters Score -5459973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -5459994.500000 Penalty: 5133.170898
	Iteration 25Q: 3 clusters Score -5459994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -5460021.000000 Penalty: 5133.170898
	Iteration 26Q: 3 clusters Score -5460021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -5460026.000000 Penalty: 5133.170898
	Iteration 27Q: 3 clusters Score -5460026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -5460050.000000 Penalty: 5133.170898
	Iteration 28Q: 3 clusters Score -5460050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -5460056.500000 Penalty: 5133.170898
	Iteration 29Q: 3 clusters Score -5460056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -5460062.500000 Penalty: 5133.170898
	Iteration 30Q: 3 clusters Score -5460062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -5460069.000000 Penalty: 5133.170898
	Iteration 31Q: 3 clusters Score -5460069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -5460069.000000 Penalty: 5133.170898
	Iteration 32F: 3 clusters Score -5460069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -20182.230469 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -20182.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19324.152344 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -19324.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19583.958984 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -19583.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19766.261719 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -19766.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19800.119141 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -19800.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19824.017578 Penalty: 2561.733887
	Iteration 4Q: 3 clusters Score -19824.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19824.017578 Penalty: 2561.733887
	Iteration 5F: 3 clusters Score -19824.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Entering Unmasked Estep 
Score: -1092364.875000 Penalty: 2177.635254
	Iteration 0F: 2 clusters Score -1092365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1086897.625000 Penalty: 4355.270508
	Iteration 0F: 3 clusters Score -1086898 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1088354.875000 Penalty: 4355.270508
	Iteration 1F: 3 clusters Score -1088355 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1088615.125000 Penalty: 4355.270508
	Iteration 2F: 3 clusters Score -1088615 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1088801.000000 Penalty: 4355.270508
	Iteration 3Q: 3 clusters Score -1088801 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1088980.375000 Penalty: 4355.270508
	Iteration 4Q: 3 clusters Score -1088980 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1089151.875000 Penalty: 4355.270508
	Iteration 5Q: 3 clusters Score -1089152 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1089338.375000 Penalty: 4355.270508
	Iteration 6Q: 3 clusters Score -1089338 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1089527.250000 Penalty: 4355.270508
	Iteration 7Q: 3 clusters Score -1089527 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1089732.375000 Penalty: 4355.270508
	Iteration 8Q: 3 clusters Score -1089732 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1089940.000000 Penalty: 4355.270508
	Iteration 9Q: 3 clusters Score -1089940 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1090114.375000 Penalty: 4355.270508
	Iteration 10Q: 3 clusters Score -1090114 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1090292.125000 Penalty: 4355.270508
	Iteration 11Q: 3 clusters Score -1090292 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1090431.750000 Penalty: 4355.270508
	Iteration 12Q: 3 clusters Score -1090432 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1090551.375000 Penalty: 4355.270508
	Iteration 13Q: 3 clusters Score -1090551 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1090662.000000 Penalty: 4355.270508
	Iteration 14Q: 3 clusters Score -1090662 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1090767.125000 Penalty: 4355.270508
	Iteration 15Q: 3 clusters Score -1090767 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1090848.875000 Penalty: 4355.270508
	Iteration 16Q: 3 clusters Score -1090849 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1090908.000000 Penalty: 4355.270508
	Iteration 17Q: 3 clusters Score -1090908 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1090941.125000 Penalty: 4355.270508
	Iteration 18Q: 3 clusters Score -1090941 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1090963.375000 Penalty: 4355.270508
	Iteration 19Q: 3 clusters Score -1090963 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1090982.125000 Penalty: 4355.270508
	Iteration 20F: 3 clusters Score -1090982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1090995.625000 Penalty: 4355.270508
	Iteration 21Q: 3 clusters Score -1090996 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1091007.250000 Penalty: 4355.270508
	Iteration 22Q: 3 clusters Score -1091007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1091012.375000 Penalty: 4355.270508
	Iteration 23Q: 3 clusters Score -1091012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1091017.125000 Penalty: 4355.270508
	Iteration 24Q: 3 clusters Score -1091017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1091019.875000 Penalty: 4355.270508
	Iteration 25Q: 3 clusters Score -1091020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1091026.625000 Penalty: 4355.270508
	Iteration 26Q: 3 clusters Score -1091027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1091028.375000 Penalty: 4355.270508
	Iteration 27Q: 3 clusters Score -1091028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1091032.750000 Penalty: 4355.270508
	Iteration 28Q: 3 clusters Score -1091033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1091033.375000 Penalty: 4355.270508
	Iteration 29Q: 3 clusters Score -1091033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1091033.875000 Penalty: 4355.270508
	Iteration 30Q: 3 clusters Score -1091034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1091036.625000 Penalty: 4355.270508
	Iteration 31Q: 3 clusters Score -1091037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1091040.375000 Penalty: 4355.270508
	Iteration 32Q: 3 clusters Score -1091040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1091043.625000 Penalty: 4355.270508
	Iteration 33Q: 3 clusters Score -1091044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1091042.750000 Penalty: 4355.270508
	Iteration 34Q: 3 clusters Score -1091043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1091045.375000 Penalty: 4355.270508
	Iteration 35Q: 3 clusters Score -1091045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1091046.375000 Penalty: 4355.270508
	Iteration 36Q: 3 clusters Score -1091046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1091046.875000 Penalty: 4355.270508
	Iteration 37Q: 3 clusters Score -1091047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1091048.125000 Penalty: 4355.270508
	Iteration 38Q: 3 clusters Score -1091048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1091050.625000 Penalty: 4355.270508
	Iteration 39Q: 3 clusters Score -1091051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1091050.875000 Penalty: 4355.270508
	Iteration 40F: 3 clusters Score -1091051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1091048.500000 Penalty: 4355.270508
	Iteration 41Q: 3 clusters Score -1091048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1091051.125000 Penalty: 4355.270508
	Iteration 42Q: 3 clusters Score -1091051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1091052.750000 Penalty: 4355.270508
	Iteration 43Q: 3 clusters Score -1091053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1091053.875000 Penalty: 4355.270508
	Iteration 44Q: 3 clusters Score -1091054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1091053.875000 Penalty: 4355.270508
	Iteration 45F: 3 clusters Score -1091054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Entering Unmasked Estep 
Score: -5613925.500000 Penalty: 2583.252441
	Iteration 0F: 2 clusters Score -5613926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -5591207.500000 Penalty: 5166.504883
	Iteration 0F: 3 clusters Score -5591208 nChanged 15121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -5599569.500000 Penalty: 5166.504883
	Iteration 1F: 3 clusters Score -5599570 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -5600429.500000 Penalty: 5166.504883
	Iteration 2F: 3 clusters Score -5600430 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -5601289.000000 Penalty: 5166.504883
	Iteration 3F: 3 clusters Score -5601289 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -5602203.500000 Penalty: 5166.504883
	Iteration 4F: 3 clusters Score -5602204 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -5603151.500000 Penalty: 5166.504883
	Iteration 5F: 3 clusters Score -5603152 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -5604209.500000 Penalty: 5166.504883
	Iteration 6F: 3 clusters Score -5604210 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -5605172.500000 Penalty: 5166.504883
	Iteration 7F: 3 clusters Score -5605172 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -5606254.500000 Penalty: 5166.504883
	Iteration 8Q: 3 clusters Score -5606254 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -5607334.500000 Penalty: 5166.504883
	Iteration 9Q: 3 clusters Score -5607334 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -5608258.000000 Penalty: 5166.504883
	Iteration 10Q: 3 clusters Score -5608258 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -5608971.000000 Penalty: 5166.504883
	Iteration 11Q: 3 clusters Score -5608971 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -5609611.000000 Penalty: 5166.504883
	Iteration 12Q: 3 clusters Score -5609611 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -5610044.500000 Penalty: 5166.504883
	Iteration 13Q: 3 clusters Score -5610044 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -5610418.000000 Penalty: 5166.504883
	Iteration 14Q: 3 clusters Score -5610418 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -5610704.000000 Penalty: 5166.504883
	Iteration 15Q: 3 clusters Score -5610704 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -5610979.000000 Penalty: 5166.504883
	Iteration 16Q: 3 clusters Score -5610979 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -5611181.000000 Penalty: 5166.504883
	Iteration 17Q: 3 clusters Score -5611181 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -5611402.500000 Penalty: 5166.504883
	Iteration 18Q: 3 clusters Score -5611402 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -5611590.000000 Penalty: 5166.504883
	Iteration 19Q: 3 clusters Score -5611590 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -5611754.500000 Penalty: 5166.504883
	Iteration 20F: 3 clusters Score -5611754 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -5611880.500000 Penalty: 5166.504883
	Iteration 21Q: 3 clusters Score -5611880 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -5611998.500000 Penalty: 5166.504883
	Iteration 22Q: 3 clusters Score -5611998 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -5612085.000000 Penalty: 5166.504883
	Iteration 23Q: 3 clusters Score -5612085 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -5612157.500000 Penalty: 5166.504883
	Iteration 24Q: 3 clusters Score -5612158 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -5612212.500000 Penalty: 5166.504883
	Iteration 25Q: 3 clusters Score -5612212 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -5612252.000000 Penalty: 5166.504883
	Iteration 26Q: 3 clusters Score -5612252 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -5612269.000000 Penalty: 5166.504883
	Iteration 27Q: 3 clusters Score -5612269 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -5612317.500000 Penalty: 5166.504883
	Iteration 28Q: 3 clusters Score -5612318 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -5612335.500000 Penalty: 5166.504883
	Iteration 29Q: 3 clusters Score -5612336 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -5612366.500000 Penalty: 5166.504883
	Iteration 30Q: 3 clusters Score -5612366 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -5612401.500000 Penalty: 5166.504883
	Iteration 31Q: 3 clusters Score -5612402 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -5612439.000000 Penalty: 5166.504883
	Iteration 32Q: 3 clusters Score -5612439 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -5612456.500000 Penalty: 5166.504883
	Iteration 33Q: 3 clusters Score -5612456 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -5612481.000000 Penalty: 5166.504883
	Iteration 34Q: 3 clusters Score -5612481 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -5612509.000000 Penalty: 5166.504883
	Iteration 35Q: 3 clusters Score -5612509 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -5612523.000000 Penalty: 5166.504883
	Iteration 36Q: 3 clusters Score -5612523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -5612536.000000 Penalty: 5166.504883
	Iteration 37Q: 3 clusters Score -5612536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -5612545.000000 Penalty: 5166.504883
	Iteration 38Q: 3 clusters Score -5612545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -5612554.500000 Penalty: 5166.504883
	Iteration 39Q: 3 clusters Score -5612554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -5612555.000000 Penalty: 5166.504883
	Iteration 40F: 3 clusters Score -5612555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -5612557.000000 Penalty: 5166.504883
	Iteration 41Q: 3 clusters Score -5612557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -5612564.500000 Penalty: 5166.504883
	Iteration 42Q: 3 clusters Score -5612564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -5612571.000000 Penalty: 5166.504883
	Iteration 43Q: 3 clusters Score -5612571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -5612567.000000 Penalty: 5166.504883
	Iteration 44Q: 3 clusters Score -5612567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -5612572.000000 Penalty: 5166.504883
	Iteration 45Q: 3 clusters Score -5612572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -5612580.000000 Penalty: 5166.504883
	Iteration 46Q: 3 clusters Score -5612580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -5612571.000000 Penalty: 5166.504883
	Iteration 47Q: 3 clusters Score -5612571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -5612572.500000 Penalty: 5166.504883
	Iteration 48Q: 3 clusters Score -5612572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -5612575.000000 Penalty: 5166.504883
	Iteration 49Q: 3 clusters Score -5612575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -5612575.000000 Penalty: 5166.504883
	Iteration 50F: 3 clusters Score -5612575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Entering Unmasked Estep 
Score: -606611.625000 Penalty: 2030.863770
	Iteration 0F: 2 clusters Score -606611.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -602997.812500 Penalty: 4061.727539
	Iteration 0F: 3 clusters Score -602997.8 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -603818.000000 Penalty: 4061.727539
	Iteration 1F: 3 clusters Score -603818 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -604044.125000 Penalty: 4061.727539
	Iteration 2F: 3 clusters Score -604044.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -604198.937500 Penalty: 4061.727539
	Iteration 3F: 3 clusters Score -604198.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -604334.812500 Penalty: 4061.727539
	Iteration 4Q: 3 clusters Score -604334.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -604497.562500 Penalty: 4061.727539
	Iteration 5Q: 3 clusters Score -604497.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -604673.437500 Penalty: 4061.727539
	Iteration 6Q: 3 clusters Score -604673.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -604842.250000 Penalty: 4061.727539
	Iteration 7Q: 3 clusters Score -604842.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -604981.562500 Penalty: 4061.727539
	Iteration 8Q: 3 clusters Score -604981.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -605115.562500 Penalty: 4061.727539
	Iteration 9Q: 3 clusters Score -605115.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -605241.125000 Penalty: 4061.727539
	Iteration 10Q: 3 clusters Score -605241.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -605369.125000 Penalty: 4061.727539
	Iteration 11Q: 3 clusters Score -605369.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -605458.687500 Penalty: 4061.727539
	Iteration 12Q: 3 clusters Score -605458.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -605525.812500 Penalty: 4061.727539
	Iteration 13Q: 3 clusters Score -605525.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -605560.250000 Penalty: 4061.727539
	Iteration 14Q: 3 clusters Score -605560.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -605578.312500 Penalty: 4061.727539
	Iteration 15Q: 3 clusters Score -605578.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -605596.375000 Penalty: 4061.727539
	Iteration 16Q: 3 clusters Score -605596.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -605611.187500 Penalty: 4061.727539
	Iteration 17Q: 3 clusters Score -605611.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -605622.375000 Penalty: 4061.727539
	Iteration 18Q: 3 clusters Score -605622.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -605631.062500 Penalty: 4061.727539
	Iteration 19Q: 3 clusters Score -605631.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -605634.062500 Penalty: 4061.727539
	Iteration 20F: 3 clusters Score -605634.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -605638.437500 Penalty: 4061.727539
	Iteration 21Q: 3 clusters Score -605638.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -605638.062500 Penalty: 4061.727539
	Iteration 22Q: 3 clusters Score -605638.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -605638.750000 Penalty: 4061.727539
	Iteration 23Q: 3 clusters Score -605638.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -605638.375000 Penalty: 4061.727539
	Iteration 24Q: 3 clusters Score -605638.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -605638.437500 Penalty: 4061.727539
	Iteration 25Q: 3 clusters Score -605638.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -605640.250000 Penalty: 4061.727539
	Iteration 26Q: 3 clusters Score -605640.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -605641.500000 Penalty: 4061.727539
	Iteration 27Q: 3 clusters Score -605641.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -605643.812500 Penalty: 4061.727539
	Iteration 28Q: 3 clusters Score -605643.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -605644.875000 Penalty: 4061.727539
	Iteration 29Q: 3 clusters Score -605644.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -605646.000000 Penalty: 4061.727539
	Iteration 30Q: 3 clusters Score -605646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -605646.187500 Penalty: 4061.727539
	Iteration 31Q: 3 clusters Score -605646.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -605646.187500 Penalty: 4061.727539
	Iteration 32F: 3 clusters Score -605646.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Entering Unmasked Estep 
Score: -1732381.750000 Penalty: 2292.360352
	Iteration 0F: 2 clusters Score -1732382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1724533.000000 Penalty: 4584.720703
	Iteration 0F: 3 clusters Score -1724533 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1726844.500000 Penalty: 4584.720703
	Iteration 1F: 3 clusters Score -1726844 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1727223.125000 Penalty: 4584.720703
	Iteration 2F: 3 clusters Score -1727223 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1727524.875000 Penalty: 4584.720703
	Iteration 3F: 3 clusters Score -1727525 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1727799.750000 Penalty: 4584.720703
	Iteration 4Q: 3 clusters Score -1727800 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1728098.375000 Penalty: 4584.720703
	Iteration 5Q: 3 clusters Score -1728098 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1728403.625000 Penalty: 4584.720703
	Iteration 6F: 3 clusters Score -1728404 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1728654.625000 Penalty: 4584.720703
	Iteration 7Q: 3 clusters Score -1728655 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1728879.125000 Penalty: 4584.720703
	Iteration 8Q: 3 clusters Score -1728879 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1729040.500000 Penalty: 4584.720703
	Iteration 9Q: 3 clusters Score -1729040 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1729190.500000 Penalty: 4584.720703
	Iteration 10Q: 3 clusters Score -1729190 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1729309.375000 Penalty: 4584.720703
	Iteration 11Q: 3 clusters Score -1729309 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1729439.250000 Penalty: 4584.720703
	Iteration 12Q: 3 clusters Score -1729439 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1729556.000000 Penalty: 4584.720703
	Iteration 13Q: 3 clusters Score -1729556 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1729675.625000 Penalty: 4584.720703
	Iteration 14Q: 3 clusters Score -1729676 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1729799.375000 Penalty: 4584.720703
	Iteration 15Q: 3 clusters Score -1729799 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1729902.375000 Penalty: 4584.720703
	Iteration 16Q: 3 clusters Score -1729902 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1730002.625000 Penalty: 4584.720703
	Iteration 17Q: 3 clusters Score -1730003 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1730074.000000 Penalty: 4584.720703
	Iteration 18Q: 3 clusters Score -1730074 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1730158.750000 Penalty: 4584.720703
	Iteration 19Q: 3 clusters Score -1730159 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1730247.375000 Penalty: 4584.720703
	Iteration 20F: 3 clusters Score -1730247 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1730368.000000 Penalty: 4584.720703
	Iteration 21Q: 3 clusters Score -1730368 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1730514.125000 Penalty: 4584.720703
	Iteration 22Q: 3 clusters Score -1730514 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1730647.875000 Penalty: 4584.720703
	Iteration 23Q: 3 clusters Score -1730648 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1730758.875000 Penalty: 4584.720703
	Iteration 24Q: 3 clusters Score -1730759 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1730850.875000 Penalty: 4584.720703
	Iteration 25Q: 3 clusters Score -1730851 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1730911.750000 Penalty: 4584.720703
	Iteration 26Q: 3 clusters Score -1730912 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1730976.500000 Penalty: 4584.720703
	Iteration 27Q: 3 clusters Score -1730976 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1731030.000000 Penalty: 4584.720703
	Iteration 28Q: 3 clusters Score -1731030 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1731078.375000 Penalty: 4584.720703
	Iteration 29Q: 3 clusters Score -1731078 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1731120.625000 Penalty: 4584.720703
	Iteration 30Q: 3 clusters Score -1731121 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1731145.625000 Penalty: 4584.720703
	Iteration 31Q: 3 clusters Score -1731146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1731162.875000 Penalty: 4584.720703
	Iteration 32Q: 3 clusters Score -1731163 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1731171.500000 Penalty: 4584.720703
	Iteration 33Q: 3 clusters Score -1731172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1731176.625000 Penalty: 4584.720703
	Iteration 34Q: 3 clusters Score -1731177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1731182.375000 Penalty: 4584.720703
	Iteration 35Q: 3 clusters Score -1731182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1731194.125000 Penalty: 4584.720703
	Iteration 36Q: 3 clusters Score -1731194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1731193.875000 Penalty: 4584.720703
	Iteration 37Q: 3 clusters Score -1731194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1731201.750000 Penalty: 4584.720703
	Iteration 38Q: 3 clusters Score -1731202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1731207.000000 Penalty: 4584.720703
	Iteration 39Q: 3 clusters Score -1731207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1731212.875000 Penalty: 4584.720703
	Iteration 40F: 3 clusters Score -1731213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1731211.750000 Penalty: 4584.720703
	Iteration 41Q: 3 clusters Score -1731212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1731215.750000 Penalty: 4584.720703
	Iteration 42Q: 3 clusters Score -1731216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1731214.250000 Penalty: 4584.720703
	Iteration 43Q: 3 clusters Score -1731214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1731217.125000 Penalty: 4584.720703
	Iteration 44Q: 3 clusters Score -1731217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1731214.250000 Penalty: 4584.720703
	Iteration 45Q: 3 clusters Score -1731214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1731216.125000 Penalty: 4584.720703
	Iteration 46Q: 3 clusters Score -1731216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1731216.750000 Penalty: 4584.720703
	Iteration 47Q: 3 clusters Score -1731217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1731218.125000 Penalty: 4584.720703
	Iteration 48Q: 3 clusters Score -1731218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1731217.625000 Penalty: 4584.720703
	Iteration 49Q: 3 clusters Score -1731218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1731217.625000 Penalty: 4584.720703
	Iteration 50F: 3 clusters Score -1731218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Entering Unmasked Estep 
Score: -464912.343750 Penalty: 1970.058105
	Iteration 0F: 2 clusters Score -464912.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -461805.906250 Penalty: 3940.116211
	Iteration 0F: 3 clusters Score -461805.9 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -462542.343750 Penalty: 3940.116211
	Iteration 1F: 3 clusters Score -462542.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -462777.875000 Penalty: 3940.116211
	Iteration 2F: 3 clusters Score -462777.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -462909.031250 Penalty: 3940.116211
	Iteration 3F: 3 clusters Score -462909 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -463001.281250 Penalty: 3940.116211
	Iteration 4Q: 3 clusters Score -463001.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -463073.093750 Penalty: 3940.116211
	Iteration 5Q: 3 clusters Score -463073.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -463128.062500 Penalty: 3940.116211
	Iteration 6Q: 3 clusters Score -463128.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -463171.343750 Penalty: 3940.116211
	Iteration 7Q: 3 clusters Score -463171.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -463207.218750 Penalty: 3940.116211
	Iteration 8Q: 3 clusters Score -463207.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -463235.062500 Penalty: 3940.116211
	Iteration 9Q: 3 clusters Score -463235.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -463261.468750 Penalty: 3940.116211
	Iteration 10Q: 3 clusters Score -463261.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -463300.000000 Penalty: 3940.116211
	Iteration 11Q: 3 clusters Score -463300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -463332.531250 Penalty: 3940.116211
	Iteration 12Q: 3 clusters Score -463332.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -463360.281250 Penalty: 3940.116211
	Iteration 13Q: 3 clusters Score -463360.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -463385.437500 Penalty: 3940.116211
	Iteration 14Q: 3 clusters Score -463385.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -463414.343750 Penalty: 3940.116211
	Iteration 15Q: 3 clusters Score -463414.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -463441.343750 Penalty: 3940.116211
	Iteration 16Q: 3 clusters Score -463441.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -463480.937500 Penalty: 3940.116211
	Iteration 17Q: 3 clusters Score -463480.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -463510.906250 Penalty: 3940.116211
	Iteration 18Q: 3 clusters Score -463510.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -463527.718750 Penalty: 3940.116211
	Iteration 19Q: 3 clusters Score -463527.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -463541.843750 Penalty: 3940.116211
	Iteration 20F: 3 clusters Score -463541.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -463548.687500 Penalty: 3940.116211
	Iteration 21Q: 3 clusters Score -463548.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -463555.531250 Penalty: 3940.116211
	Iteration 22Q: 3 clusters Score -463555.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -463562.875000 Penalty: 3940.116211
	Iteration 23Q: 3 clusters Score -463562.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -463569.687500 Penalty: 3940.116211
	Iteration 24Q: 3 clusters Score -463569.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -463577.062500 Penalty: 3940.116211
	Iteration 25Q: 3 clusters Score -463577.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -463583.031250 Penalty: 3940.116211
	Iteration 26Q: 3 clusters Score -463583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -463589.500000 Penalty: 3940.116211
	Iteration 27Q: 3 clusters Score -463589.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -463598.406250 Penalty: 3940.116211
	Iteration 28Q: 3 clusters Score -463598.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -463610.968750 Penalty: 3940.116211
	Iteration 29Q: 3 clusters Score -463611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -463618.781250 Penalty: 3940.116211
	Iteration 30Q: 3 clusters Score -463618.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -463624.875000 Penalty: 3940.116211
	Iteration 31Q: 3 clusters Score -463624.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -463634.250000 Penalty: 3940.116211
	Iteration 32Q: 3 clusters Score -463634.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -463645.375000 Penalty: 3940.116211
	Iteration 33Q: 3 clusters Score -463645.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -463656.656250 Penalty: 3940.116211
	Iteration 34Q: 3 clusters Score -463656.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -463663.562500 Penalty: 3940.116211
	Iteration 35Q: 3 clusters Score -463663.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -463672.375000 Penalty: 3940.116211
	Iteration 36Q: 3 clusters Score -463672.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -463678.656250 Penalty: 3940.116211
	Iteration 37Q: 3 clusters Score -463678.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -463686.187500 Penalty: 3940.116211
	Iteration 38Q: 3 clusters Score -463686.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -463697.437500 Penalty: 3940.116211
	Iteration 39Q: 3 clusters Score -463697.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -463704.593750 Penalty: 3940.116211
	Iteration 40F: 3 clusters Score -463704.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -463715.062500 Penalty: 3940.116211
	Iteration 41Q: 3 clusters Score -463715.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -463720.906250 Penalty: 3940.116211
	Iteration 42Q: 3 clusters Score -463720.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -463733.187500 Penalty: 3940.116211
	Iteration 43Q: 3 clusters Score -463733.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -463740.968750 Penalty: 3940.116211
	Iteration 44Q: 3 clusters Score -463741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -463753.218750 Penalty: 3940.116211
	Iteration 45Q: 3 clusters Score -463753.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -463763.500000 Penalty: 3940.116211
	Iteration 46Q: 3 clusters Score -463763.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -463776.437500 Penalty: 3940.116211
	Iteration 47Q: 3 clusters Score -463776.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -463787.468750 Penalty: 3940.116211
	Iteration 48Q: 3 clusters Score -463787.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -463800.187500 Penalty: 3940.116211
	Iteration 49Q: 3 clusters Score -463800.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -463807.031250 Penalty: 3940.116211
	Iteration 50Q: 3 clusters Score -463807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -463814.875000 Penalty: 3940.116211
	Iteration 51Q: 3 clusters Score -463814.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -463818.968750 Penalty: 3940.116211
	Iteration 52Q: 3 clusters Score -463819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -463826.062500 Penalty: 3940.116211
	Iteration 53Q: 3 clusters Score -463826.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -463835.625000 Penalty: 3940.116211
	Iteration 54Q: 3 clusters Score -463835.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -463840.500000 Penalty: 3940.116211
	Iteration 55Q: 3 clusters Score -463840.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -463846.093750 Penalty: 3940.116211
	Iteration 56Q: 3 clusters Score -463846.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -463851.500000 Penalty: 3940.116211
	Iteration 57Q: 3 clusters Score -463851.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -463856.375000 Penalty: 3940.116211
	Iteration 58Q: 3 clusters Score -463856.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -463859.000000 Penalty: 3940.116211
	Iteration 59Q: 3 clusters Score -463859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -463860.125000 Penalty: 3940.116211
	Iteration 60F: 3 clusters Score -463860.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -463862.406250 Penalty: 3940.116211
	Iteration 61Q: 3 clusters Score -463862.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -463864.468750 Penalty: 3940.116211
	Iteration 62Q: 3 clusters Score -463864.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -463868.125000 Penalty: 3940.116211
	Iteration 63Q: 3 clusters Score -463868.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -463869.843750 Penalty: 3940.116211
	Iteration 64Q: 3 clusters Score -463869.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -463870.250000 Penalty: 3940.116211
	Iteration 65Q: 3 clusters Score -463870.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -463870.687500 Penalty: 3940.116211
	Iteration 66Q: 3 clusters Score -463870.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -463870.687500 Penalty: 3940.116211
	Iteration 67F: 3 clusters Score -463870.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -175205.093750 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -175205.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -173244.625000 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -173244.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -173738.281250 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -173738.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -174101.406250 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -174101.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -174371.328125 Penalty: 3478.009277
	Iteration 3F: 3 clusters Score -174371.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -174567.312500 Penalty: 3478.009277
	Iteration 4Q: 3 clusters Score -174567.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -174766.484375 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -174766.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -174995.093750 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -174995.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -175106.406250 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -175106.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -175120.328125 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -175120.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -175123.875000 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -175123.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -175124.609375 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -175124.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -175124.609375 Penalty: 3478.009277
	Iteration 11F: 3 clusters Score -175124.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (62151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62151 members 
Entering Unmasked Estep 
Score: -10215785.000000 Penalty: 2737.255859
	Iteration 0F: 2 clusters Score -1.021578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -10174923.000000 Penalty: 5474.511719
	Iteration 0F: 3 clusters Score -1.017492e+07 nChanged 29114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -10191667.000000 Penalty: 5474.511719
	Iteration 1F: 3 clusters Score -1.019167e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -10193031.000000 Penalty: 5474.511719
	Iteration 2F: 3 clusters Score -1.019303e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -10194848.000000 Penalty: 5474.511719
	Iteration 3F: 3 clusters Score -1.019485e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -10197066.000000 Penalty: 5474.511719
	Iteration 4F: 3 clusters Score -1.019707e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -10199784.000000 Penalty: 5474.511719
	Iteration 5F: 3 clusters Score -1.019978e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -10202890.000000 Penalty: 5474.511719
	Iteration 6F: 3 clusters Score -1.020289e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -10205726.000000 Penalty: 5474.511719
	Iteration 7F: 3 clusters Score -1.020573e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -10208052.000000 Penalty: 5474.511719
	Iteration 8Q: 3 clusters Score -1.020805e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -10209685.000000 Penalty: 5474.511719
	Iteration 9Q: 3 clusters Score -1.020968e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -10210544.000000 Penalty: 5474.511719
	Iteration 10Q: 3 clusters Score -1.021054e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -10211151.000000 Penalty: 5474.511719
	Iteration 11Q: 3 clusters Score -1.021115e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 53371 members 
Entering Unmasked Estep 
Score: -10211555.000000 Penalty: 5474.511719
	Iteration 12Q: 3 clusters Score -1.021156e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -10211904.000000 Penalty: 5474.511719
	Iteration 13Q: 3 clusters Score -1.02119e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -10212142.000000 Penalty: 5474.511719
	Iteration 14Q: 3 clusters Score -1.021214e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -10212448.000000 Penalty: 5474.511719
	Iteration 15Q: 3 clusters Score -1.021245e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 55803 members 
Entering Unmasked Estep 
Score: -10212631.000000 Penalty: 5474.511719
	Iteration 16Q: 3 clusters Score -1.021263e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -10212843.000000 Penalty: 5474.511719
	Iteration 17Q: 3 clusters Score -1.021284e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -10213011.000000 Penalty: 5474.511719
	Iteration 18Q: 3 clusters Score -1.021301e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -10213146.000000 Penalty: 5474.511719
	Iteration 19Q: 3 clusters Score -1.021315e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -10213286.000000 Penalty: 5474.511719
	Iteration 20F: 3 clusters Score -1.021329e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -10213424.000000 Penalty: 5474.511719
	Iteration 21Q: 3 clusters Score -1.021342e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -10213504.000000 Penalty: 5474.511719
	Iteration 22Q: 3 clusters Score -1.02135e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 58275 members 
Entering Unmasked Estep 
Score: -10213690.000000 Penalty: 5474.511719
	Iteration 23Q: 3 clusters Score -1.021369e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 58505 members 
Entering Unmasked Estep 
Score: -10213813.000000 Penalty: 5474.511719
	Iteration 24Q: 3 clusters Score -1.021381e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -10214031.000000 Penalty: 5474.511719
	Iteration 25Q: 3 clusters Score -1.021403e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -10214156.000000 Penalty: 5474.511719
	Iteration 26Q: 3 clusters Score -1.021416e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -10214234.000000 Penalty: 5474.511719
	Iteration 27Q: 3 clusters Score -1.021423e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 59148 members 
Entering Unmasked Estep 
Score: -10214313.000000 Penalty: 5474.511719
	Iteration 28Q: 3 clusters Score -1.021431e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 59255 members 
Entering Unmasked Estep 
Score: -10214374.000000 Penalty: 5474.511719
	Iteration 29Q: 3 clusters Score -1.021437e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -10214434.000000 Penalty: 5474.511719
	Iteration 30Q: 3 clusters Score -1.021443e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 59424 members 
Entering Unmasked Estep 
Score: -10214473.000000 Penalty: 5474.511719
	Iteration 31Q: 3 clusters Score -1.021447e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 59487 members 
Entering Unmasked Estep 
Score: -10214508.000000 Penalty: 5474.511719
	Iteration 32Q: 3 clusters Score -1.021451e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 59557 members 
Entering Unmasked Estep 
Score: -10214540.000000 Penalty: 5474.511719
	Iteration 33Q: 3 clusters Score -1.021454e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 59621 members 
Entering Unmasked Estep 
Score: -10214555.000000 Penalty: 5474.511719
	Iteration 34Q: 3 clusters Score -1.021456e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 59662 members 
Entering Unmasked Estep 
Score: -10214586.000000 Penalty: 5474.511719
	Iteration 35Q: 3 clusters Score -1.021459e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -10214610.000000 Penalty: 5474.511719
	Iteration 36Q: 3 clusters Score -1.021461e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 59713 members 
Entering Unmasked Estep 
Score: -10214603.000000 Penalty: 5474.511719
	Iteration 37Q: 3 clusters Score -1.02146e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 59726 members 
Entering Unmasked Estep 
Score: -10214609.000000 Penalty: 5474.511719
	Iteration 38Q: 3 clusters Score -1.021461e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -10214619.000000 Penalty: 5474.511719
	Iteration 39Q: 3 clusters Score -1.021462e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 59740 members 
Entering Unmasked Estep 
Score: -10214615.000000 Penalty: 5474.511719
	Iteration 40F: 3 clusters Score -1.021462e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
Score: -10214597.000000 Penalty: 5474.511719
	Iteration 41Q: 3 clusters Score -1.02146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 59754 members 
Entering Unmasked Estep 
Score: -10214624.000000 Penalty: 5474.511719
	Iteration 42Q: 3 clusters Score -1.021462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 59755 members 
Entering Unmasked Estep 
Score: -10214616.000000 Penalty: 5474.511719
	Iteration 43Q: 3 clusters Score -1.021462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 59756 members 
Entering Unmasked Estep 
Score: -10214620.000000 Penalty: 5474.511719
	Iteration 44Q: 3 clusters Score -1.021462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -10214612.000000 Penalty: 5474.511719
	Iteration 45Q: 3 clusters Score -1.021461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -10214632.000000 Penalty: 5474.511719
	Iteration 46Q: 3 clusters Score -1.021463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -10214628.000000 Penalty: 5474.511719
	Iteration 47Q: 3 clusters Score -1.021463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 59769 members 
Entering Unmasked Estep 
Score: -10214632.000000 Penalty: 5474.511719
	Iteration 48Q: 3 clusters Score -1.021463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -10214618.000000 Penalty: 5474.511719
	Iteration 49Q: 3 clusters Score -1.021462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -10214617.000000 Penalty: 5474.511719
	Iteration 50Q: 3 clusters Score -1.021462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -10214626.000000 Penalty: 5474.511719
	Iteration 51Q: 3 clusters Score -1.021463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -10214628.000000 Penalty: 5474.511719
	Iteration 52Q: 3 clusters Score -1.021463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -10214628.000000 Penalty: 5474.511719
	Iteration 53Q: 3 clusters Score -1.021463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -10214628.000000 Penalty: 5474.511719
	Iteration 54F: 3 clusters Score -1.021463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Entering Unmasked Estep 
Score: -750205.437500 Penalty: 2107.506592
	Iteration 0F: 2 clusters Score -750205.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -745769.562500 Penalty: 4215.013184
	Iteration 0F: 3 clusters Score -745769.6 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -746949.625000 Penalty: 4215.013184
	Iteration 1F: 3 clusters Score -746949.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -747237.875000 Penalty: 4215.013184
	Iteration 2F: 3 clusters Score -747237.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -747550.937500 Penalty: 4215.013184
	Iteration 3F: 3 clusters Score -747550.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -747883.312500 Penalty: 4215.013184
	Iteration 4F: 3 clusters Score -747883.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -748271.937500 Penalty: 4215.013184
	Iteration 5F: 3 clusters Score -748271.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -748628.125000 Penalty: 4215.013184
	Iteration 6F: 3 clusters Score -748628.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -748927.375000 Penalty: 4215.013184
	Iteration 7F: 3 clusters Score -748927.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -749157.875000 Penalty: 4215.013184
	Iteration 8F: 3 clusters Score -749157.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -749323.187500 Penalty: 4215.013184
	Iteration 9Q: 3 clusters Score -749323.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -749445.187500 Penalty: 4215.013184
	Iteration 10Q: 3 clusters Score -749445.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -749520.187500 Penalty: 4215.013184
	Iteration 11Q: 3 clusters Score -749520.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -749583.875000 Penalty: 4215.013184
	Iteration 12Q: 3 clusters Score -749583.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -749641.687500 Penalty: 4215.013184
	Iteration 13Q: 3 clusters Score -749641.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -749669.750000 Penalty: 4215.013184
	Iteration 14Q: 3 clusters Score -749669.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -749688.062500 Penalty: 4215.013184
	Iteration 15Q: 3 clusters Score -749688.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -749697.125000 Penalty: 4215.013184
	Iteration 16Q: 3 clusters Score -749697.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -749706.125000 Penalty: 4215.013184
	Iteration 17Q: 3 clusters Score -749706.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -749710.687500 Penalty: 4215.013184
	Iteration 18Q: 3 clusters Score -749710.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -749714.187500 Penalty: 4215.013184
	Iteration 19Q: 3 clusters Score -749714.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -749717.937500 Penalty: 4215.013184
	Iteration 20F: 3 clusters Score -749717.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -749718.500000 Penalty: 4215.013184
	Iteration 21Q: 3 clusters Score -749718.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -749719.937500 Penalty: 4215.013184
	Iteration 22Q: 3 clusters Score -749719.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -749719.312500 Penalty: 4215.013184
	Iteration 23Q: 3 clusters Score -749719.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -749720.812500 Penalty: 4215.013184
	Iteration 24Q: 3 clusters Score -749720.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -749719.625000 Penalty: 4215.013184
	Iteration 25Q: 3 clusters Score -749719.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -749723.812500 Penalty: 4215.013184
	Iteration 26Q: 3 clusters Score -749723.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -749722.812500 Penalty: 4215.013184
	Iteration 27Q: 3 clusters Score -749722.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -749722.812500 Penalty: 4215.013184
	Iteration 28F: 3 clusters Score -749722.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Entering Unmasked Estep 
Score: -2318583.250000 Penalty: 2362.798096
	Iteration 0F: 2 clusters Score -2318583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2308571.750000 Penalty: 4725.596191
	Iteration 0F: 3 clusters Score -2308572 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2311819.750000 Penalty: 4725.596191
	Iteration 1F: 3 clusters Score -2311820 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2312318.500000 Penalty: 4725.596191
	Iteration 2F: 3 clusters Score -2312318 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2312768.250000 Penalty: 4725.596191
	Iteration 3F: 3 clusters Score -2312768 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2313150.000000 Penalty: 4725.596191
	Iteration 4F: 3 clusters Score -2313150 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2313508.000000 Penalty: 4725.596191
	Iteration 5Q: 3 clusters Score -2313508 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2313834.000000 Penalty: 4725.596191
	Iteration 6Q: 3 clusters Score -2313834 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2314145.250000 Penalty: 4725.596191
	Iteration 7Q: 3 clusters Score -2314145 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2314427.000000 Penalty: 4725.596191
	Iteration 8Q: 3 clusters Score -2314427 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2314653.000000 Penalty: 4725.596191
	Iteration 9Q: 3 clusters Score -2314653 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2314842.500000 Penalty: 4725.596191
	Iteration 10Q: 3 clusters Score -2314842 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2315034.250000 Penalty: 4725.596191
	Iteration 11Q: 3 clusters Score -2315034 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2315229.750000 Penalty: 4725.596191
	Iteration 12Q: 3 clusters Score -2315230 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2315432.000000 Penalty: 4725.596191
	Iteration 13Q: 3 clusters Score -2315432 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2315599.000000 Penalty: 4725.596191
	Iteration 14Q: 3 clusters Score -2315599 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2315787.750000 Penalty: 4725.596191
	Iteration 15Q: 3 clusters Score -2315788 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2315987.250000 Penalty: 4725.596191
	Iteration 16Q: 3 clusters Score -2315987 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2316164.000000 Penalty: 4725.596191
	Iteration 17Q: 3 clusters Score -2316164 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2316343.000000 Penalty: 4725.596191
	Iteration 18Q: 3 clusters Score -2316343 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2316511.500000 Penalty: 4725.596191
	Iteration 19Q: 3 clusters Score -2316512 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2316632.250000 Penalty: 4725.596191
	Iteration 20F: 3 clusters Score -2316632 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2316721.750000 Penalty: 4725.596191
	Iteration 21Q: 3 clusters Score -2316722 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2316792.250000 Penalty: 4725.596191
	Iteration 22Q: 3 clusters Score -2316792 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2316842.500000 Penalty: 4725.596191
	Iteration 23Q: 3 clusters Score -2316842 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2316867.000000 Penalty: 4725.596191
	Iteration 24Q: 3 clusters Score -2316867 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2316896.000000 Penalty: 4725.596191
	Iteration 25Q: 3 clusters Score -2316896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2316941.750000 Penalty: 4725.596191
	Iteration 26Q: 3 clusters Score -2316942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2316964.000000 Penalty: 4725.596191
	Iteration 27Q: 3 clusters Score -2316964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2316978.250000 Penalty: 4725.596191
	Iteration 28Q: 3 clusters Score -2316978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2316980.500000 Penalty: 4725.596191
	Iteration 29Q: 3 clusters Score -2316980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2316984.000000 Penalty: 4725.596191
	Iteration 30Q: 3 clusters Score -2316984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2316988.500000 Penalty: 4725.596191
	Iteration 31Q: 3 clusters Score -2316988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2316991.250000 Penalty: 4725.596191
	Iteration 32Q: 3 clusters Score -2316991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2316990.750000 Penalty: 4725.596191
	Iteration 33Q: 3 clusters Score -2316991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2316990.750000 Penalty: 4725.596191
	Iteration 34F: 3 clusters Score -2316991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (75224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75224 members 
Entering Unmasked Estep 
Score: -12731396.000000 Penalty: 2784.600098
	Iteration 0F: 2 clusters Score -1.27314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -12684385.000000 Penalty: 5569.200195
	Iteration 0F: 3 clusters Score -1.268438e+07 nChanged 35233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -12704773.000000 Penalty: 5569.200195
	Iteration 1F: 3 clusters Score -1.270477e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -12705669.000000 Penalty: 5569.200195
	Iteration 2Q: 3 clusters Score -1.270567e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -12706719.000000 Penalty: 5569.200195
	Iteration 3Q: 3 clusters Score -1.270672e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -12707892.000000 Penalty: 5569.200195
	Iteration 4Q: 3 clusters Score -1.270789e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -12709496.000000 Penalty: 5569.200195
	Iteration 5Q: 3 clusters Score -1.27095e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -12711234.000000 Penalty: 5569.200195
	Iteration 6Q: 3 clusters Score -1.271123e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -12712923.000000 Penalty: 5569.200195
	Iteration 7Q: 3 clusters Score -1.271292e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -12714939.000000 Penalty: 5569.200195
	Iteration 8Q: 3 clusters Score -1.271494e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -12716976.000000 Penalty: 5569.200195
	Iteration 9Q: 3 clusters Score -1.271698e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -12718682.000000 Penalty: 5569.200195
	Iteration 10Q: 3 clusters Score -1.271868e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 54802 members 
Entering Unmasked Estep 
Score: -12720025.000000 Penalty: 5569.200195
	Iteration 11Q: 3 clusters Score -1.272002e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 55933 members 
Entering Unmasked Estep 
Score: -12720836.000000 Penalty: 5569.200195
	Iteration 12Q: 3 clusters Score -1.272084e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 56769 members 
Entering Unmasked Estep 
Score: -12721397.000000 Penalty: 5569.200195
	Iteration 13Q: 3 clusters Score -1.27214e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 57451 members 
Entering Unmasked Estep 
Score: -12721605.000000 Penalty: 5569.200195
	Iteration 14Q: 3 clusters Score -1.27216e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 58063 members 
Entering Unmasked Estep 
Score: -12721764.000000 Penalty: 5569.200195
	Iteration 15Q: 3 clusters Score -1.272176e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -12722005.000000 Penalty: 5569.200195
	Iteration 16Q: 3 clusters Score -1.2722e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -12722111.000000 Penalty: 5569.200195
	Iteration 17Q: 3 clusters Score -1.272211e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -12722234.000000 Penalty: 5569.200195
	Iteration 18Q: 3 clusters Score -1.272223e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 60235 members 
Entering Unmasked Estep 
Score: -12722337.000000 Penalty: 5569.200195
	Iteration 19Q: 3 clusters Score -1.272234e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 60747 members 
Entering Unmasked Estep 
Score: -12722466.000000 Penalty: 5569.200195
	Iteration 20F: 3 clusters Score -1.272247e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -12722579.000000 Penalty: 5569.200195
	Iteration 21Q: 3 clusters Score -1.272258e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 61752 members 
Entering Unmasked Estep 
Score: -12722765.000000 Penalty: 5569.200195
	Iteration 22Q: 3 clusters Score -1.272276e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 62234 members 
Entering Unmasked Estep 
Score: -12722827.000000 Penalty: 5569.200195
	Iteration 23Q: 3 clusters Score -1.272283e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 62731 members 
Entering Unmasked Estep 
Score: -12722975.000000 Penalty: 5569.200195
	Iteration 24Q: 3 clusters Score -1.272298e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 63259 members 
Entering Unmasked Estep 
Score: -12723153.000000 Penalty: 5569.200195
	Iteration 25Q: 3 clusters Score -1.272315e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 63817 members 
Entering Unmasked Estep 
Score: -12723379.000000 Penalty: 5569.200195
	Iteration 26Q: 3 clusters Score -1.272338e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -12723561.000000 Penalty: 5569.200195
	Iteration 27Q: 3 clusters Score -1.272356e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 64950 members 
Entering Unmasked Estep 
Score: -12723796.000000 Penalty: 5569.200195
	Iteration 28Q: 3 clusters Score -1.27238e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 65502 members 
Entering Unmasked Estep 
Score: -12723967.000000 Penalty: 5569.200195
	Iteration 29Q: 3 clusters Score -1.272397e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 66068 members 
Entering Unmasked Estep 
Score: -12724160.000000 Penalty: 5569.200195
	Iteration 30Q: 3 clusters Score -1.272416e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 66643 members 
Entering Unmasked Estep 
Score: -12724343.000000 Penalty: 5569.200195
	Iteration 31Q: 3 clusters Score -1.272434e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 67230 members 
Entering Unmasked Estep 
Score: -12724610.000000 Penalty: 5569.200195
	Iteration 32Q: 3 clusters Score -1.272461e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 67767 members 
Entering Unmasked Estep 
Score: -12724902.000000 Penalty: 5569.200195
	Iteration 33Q: 3 clusters Score -1.27249e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 68302 members 
Entering Unmasked Estep 
Score: -12725163.000000 Penalty: 5569.200195
	Iteration 34Q: 3 clusters Score -1.272516e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
Score: -12725391.000000 Penalty: 5569.200195
	Iteration 35Q: 3 clusters Score -1.272539e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 69313 members 
Entering Unmasked Estep 
Score: -12725628.000000 Penalty: 5569.200195
	Iteration 36Q: 3 clusters Score -1.272563e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 69763 members 
Entering Unmasked Estep 
Score: -12725810.000000 Penalty: 5569.200195
	Iteration 37Q: 3 clusters Score -1.272581e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 70203 members 
Entering Unmasked Estep 
Score: -12726014.000000 Penalty: 5569.200195
	Iteration 38Q: 3 clusters Score -1.272601e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 70654 members 
Entering Unmasked Estep 
Score: -12726217.000000 Penalty: 5569.200195
	Iteration 39Q: 3 clusters Score -1.272622e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 71055 members 
Entering Unmasked Estep 
Score: -12726406.000000 Penalty: 5569.200195
	Iteration 40F: 3 clusters Score -1.272641e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 71434 members 
Entering Unmasked Estep 
Score: -12726670.000000 Penalty: 5569.200195
	Iteration 41Q: 3 clusters Score -1.272667e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 71799 members 
Entering Unmasked Estep 
Score: -12726873.000000 Penalty: 5569.200195
	Iteration 42Q: 3 clusters Score -1.272687e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 72158 members 
Entering Unmasked Estep 
Score: -12727138.000000 Penalty: 5569.200195
	Iteration 43Q: 3 clusters Score -1.272714e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 72509 members 
Entering Unmasked Estep 
Score: -12727383.000000 Penalty: 5569.200195
	Iteration 44Q: 3 clusters Score -1.272738e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 72810 members 
Entering Unmasked Estep 
Score: -12727586.000000 Penalty: 5569.200195
	Iteration 45Q: 3 clusters Score -1.272759e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 73087 members 
Entering Unmasked Estep 
Score: -12727795.000000 Penalty: 5569.200195
	Iteration 46Q: 3 clusters Score -1.27278e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 73338 members 
Entering Unmasked Estep 
Score: -12727946.000000 Penalty: 5569.200195
	Iteration 47Q: 3 clusters Score -1.272795e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 73572 members 
Entering Unmasked Estep 
Score: -12728158.000000 Penalty: 5569.200195
	Iteration 48Q: 3 clusters Score -1.272816e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 73754 members 
Entering Unmasked Estep 
Score: -12728316.000000 Penalty: 5569.200195
	Iteration 49Q: 3 clusters Score -1.272832e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 73879 members 
Entering Unmasked Estep 
Score: -12728408.000000 Penalty: 5569.200195
	Iteration 50Q: 3 clusters Score -1.272841e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -12728502.000000 Penalty: 5569.200195
	Iteration 51Q: 3 clusters Score -1.27285e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 74049 members 
Entering Unmasked Estep 
Score: -12728592.000000 Penalty: 5569.200195
	Iteration 52Q: 3 clusters Score -1.272859e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 74116 members 
Entering Unmasked Estep 
Score: -12728651.000000 Penalty: 5569.200195
	Iteration 53Q: 3 clusters Score -1.272865e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 74172 members 
Entering Unmasked Estep 
Score: -12728708.000000 Penalty: 5569.200195
	Iteration 54Q: 3 clusters Score -1.272871e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 74216 members 
Entering Unmasked Estep 
Score: -12728746.000000 Penalty: 5569.200195
	Iteration 55Q: 3 clusters Score -1.272875e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 74259 members 
Entering Unmasked Estep 
Score: -12728761.000000 Penalty: 5569.200195
	Iteration 56Q: 3 clusters Score -1.272876e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 74303 members 
Entering Unmasked Estep 
Score: -12728813.000000 Penalty: 5569.200195
	Iteration 57Q: 3 clusters Score -1.272881e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 74346 members 
Entering Unmasked Estep 
Score: -12728832.000000 Penalty: 5569.200195
	Iteration 58Q: 3 clusters Score -1.272883e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 74377 members 
Entering Unmasked Estep 
Score: -12728884.000000 Penalty: 5569.200195
	Iteration 59Q: 3 clusters Score -1.272888e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 74406 members 
Entering Unmasked Estep 
Score: -12728866.000000 Penalty: 5569.200195
	Iteration 60F: 3 clusters Score -1.272887e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 74426 members 
Entering Unmasked Estep 
Score: -12728903.000000 Penalty: 5569.200195
	Iteration 61Q: 3 clusters Score -1.27289e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 74446 members 
Entering Unmasked Estep 
Score: -12728917.000000 Penalty: 5569.200195
	Iteration 62Q: 3 clusters Score -1.272892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 74466 members 
Entering Unmasked Estep 
Score: -12728919.000000 Penalty: 5569.200195
	Iteration 63Q: 3 clusters Score -1.272892e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -12728933.000000 Penalty: 5569.200195
	Iteration 64Q: 3 clusters Score -1.272893e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 74488 members 
Entering Unmasked Estep 
Score: -12728935.000000 Penalty: 5569.200195
	Iteration 65Q: 3 clusters Score -1.272894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 74495 members 
Entering Unmasked Estep 
Score: -12728950.000000 Penalty: 5569.200195
	Iteration 66Q: 3 clusters Score -1.272895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 74499 members 
Entering Unmasked Estep 
Score: -12728952.000000 Penalty: 5569.200195
	Iteration 67Q: 3 clusters Score -1.272895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 74506 members 
Entering Unmasked Estep 
Score: -12728950.000000 Penalty: 5569.200195
	Iteration 68Q: 3 clusters Score -1.272895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -12728970.000000 Penalty: 5569.200195
	Iteration 69Q: 3 clusters Score -1.272897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 74513 members 
Entering Unmasked Estep 
Score: -12728974.000000 Penalty: 5569.200195
	Iteration 70Q: 3 clusters Score -1.272897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 74520 members 
Entering Unmasked Estep 
Score: -12729004.000000 Penalty: 5569.200195
	Iteration 71Q: 3 clusters Score -1.2729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 74523 members 
Entering Unmasked Estep 
Score: -12728988.000000 Penalty: 5569.200195
	Iteration 72Q: 3 clusters Score -1.272899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 74523 members 
Entering Unmasked Estep 
Score: -12728988.000000 Penalty: 5569.200195
	Iteration 73F: 3 clusters Score -1.272899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Entering Unmasked Estep 
Score: -2969632.500000 Penalty: 2424.263428
	Iteration 0F: 2 clusters Score -2969632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2957209.250000 Penalty: 4848.526855
	Iteration 0F: 3 clusters Score -2957209 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2961359.500000 Penalty: 4848.526855
	Iteration 1F: 3 clusters Score -2961360 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2961783.000000 Penalty: 4848.526855
	Iteration 2F: 3 clusters Score -2961783 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2962149.250000 Penalty: 4848.526855
	Iteration 3Q: 3 clusters Score -2962149 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2962464.750000 Penalty: 4848.526855
	Iteration 4Q: 3 clusters Score -2962465 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2962760.250000 Penalty: 4848.526855
	Iteration 5Q: 3 clusters Score -2962760 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2963088.500000 Penalty: 4848.526855
	Iteration 6Q: 3 clusters Score -2963088 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2963406.250000 Penalty: 4848.526855
	Iteration 7Q: 3 clusters Score -2963406 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2963734.250000 Penalty: 4848.526855
	Iteration 8Q: 3 clusters Score -2963734 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2964125.500000 Penalty: 4848.526855
	Iteration 9Q: 3 clusters Score -2964126 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2964523.000000 Penalty: 4848.526855
	Iteration 10Q: 3 clusters Score -2964523 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2964898.750000 Penalty: 4848.526855
	Iteration 11Q: 3 clusters Score -2964899 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2965290.250000 Penalty: 4848.526855
	Iteration 12Q: 3 clusters Score -2965290 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2965645.000000 Penalty: 4848.526855
	Iteration 13Q: 3 clusters Score -2965645 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2965968.750000 Penalty: 4848.526855
	Iteration 14Q: 3 clusters Score -2965969 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2966296.000000 Penalty: 4848.526855
	Iteration 15Q: 3 clusters Score -2966296 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2966642.000000 Penalty: 4848.526855
	Iteration 16Q: 3 clusters Score -2966642 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2966937.250000 Penalty: 4848.526855
	Iteration 17Q: 3 clusters Score -2966937 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2967163.500000 Penalty: 4848.526855
	Iteration 18Q: 3 clusters Score -2967164 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2967368.500000 Penalty: 4848.526855
	Iteration 19Q: 3 clusters Score -2967368 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2967540.250000 Penalty: 4848.526855
	Iteration 20F: 3 clusters Score -2967540 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2967667.000000 Penalty: 4848.526855
	Iteration 21Q: 3 clusters Score -2967667 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2967780.500000 Penalty: 4848.526855
	Iteration 22Q: 3 clusters Score -2967780 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2967866.250000 Penalty: 4848.526855
	Iteration 23Q: 3 clusters Score -2967866 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -2967918.750000 Penalty: 4848.526855
	Iteration 24Q: 3 clusters Score -2967919 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2967964.000000 Penalty: 4848.526855
	Iteration 25Q: 3 clusters Score -2967964 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2968010.500000 Penalty: 4848.526855
	Iteration 26Q: 3 clusters Score -2968010 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2968045.000000 Penalty: 4848.526855
	Iteration 27Q: 3 clusters Score -2968045 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2968066.000000 Penalty: 4848.526855
	Iteration 28Q: 3 clusters Score -2968066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2968100.250000 Penalty: 4848.526855
	Iteration 29Q: 3 clusters Score -2968100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2968115.500000 Penalty: 4848.526855
	Iteration 30Q: 3 clusters Score -2968116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2968128.750000 Penalty: 4848.526855
	Iteration 31Q: 3 clusters Score -2968129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2968139.500000 Penalty: 4848.526855
	Iteration 32Q: 3 clusters Score -2968140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2968142.500000 Penalty: 4848.526855
	Iteration 33Q: 3 clusters Score -2968142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2968145.750000 Penalty: 4848.526855
	Iteration 34Q: 3 clusters Score -2968146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2968148.250000 Penalty: 4848.526855
	Iteration 35Q: 3 clusters Score -2968148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2968153.500000 Penalty: 4848.526855
	Iteration 36Q: 3 clusters Score -2968154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2968158.250000 Penalty: 4848.526855
	Iteration 37Q: 3 clusters Score -2968158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2968152.500000 Penalty: 4848.526855
	Iteration 38Q: 3 clusters Score -2968152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2968154.000000 Penalty: 4848.526855
	Iteration 39Q: 3 clusters Score -2968154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2968150.000000 Penalty: 4848.526855
	Iteration 40F: 3 clusters Score -2968150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2968152.750000 Penalty: 4848.526855
	Iteration 41Q: 3 clusters Score -2968153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2968157.000000 Penalty: 4848.526855
	Iteration 42Q: 3 clusters Score -2968157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2968160.750000 Penalty: 4848.526855
	Iteration 43Q: 3 clusters Score -2968161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2968161.750000 Penalty: 4848.526855
	Iteration 44Q: 3 clusters Score -2968162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2968160.750000 Penalty: 4848.526855
	Iteration 45Q: 3 clusters Score -2968161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2968164.250000 Penalty: 4848.526855
	Iteration 46Q: 3 clusters Score -2968164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2968157.750000 Penalty: 4848.526855
	Iteration 47Q: 3 clusters Score -2968158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2968160.750000 Penalty: 4848.526855
	Iteration 48Q: 3 clusters Score -2968161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2968160.750000 Penalty: 4848.526855
	Iteration 49F: 3 clusters Score -2968161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Entering Unmasked Estep 
Score: -3204884.500000 Penalty: 2457.794922
	Iteration 0F: 2 clusters Score -3204884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -3190628.500000 Penalty: 4915.589844
	Iteration 0F: 3 clusters Score -3190628 nChanged 8980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -3195600.250000 Penalty: 4915.589844
	Iteration 1F: 3 clusters Score -3195600 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -3196285.000000 Penalty: 4915.589844
	Iteration 2F: 3 clusters Score -3196285 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -3196993.750000 Penalty: 4915.589844
	Iteration 3F: 3 clusters Score -3196994 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -3197829.500000 Penalty: 4915.589844
	Iteration 4F: 3 clusters Score -3197830 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -3198744.250000 Penalty: 4915.589844
	Iteration 5F: 3 clusters Score -3198744 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -3199772.250000 Penalty: 4915.589844
	Iteration 6F: 3 clusters Score -3199772 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -3200668.750000 Penalty: 4915.589844
	Iteration 7F: 3 clusters Score -3200669 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -3201286.250000 Penalty: 4915.589844
	Iteration 8Q: 3 clusters Score -3201286 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -3201743.750000 Penalty: 4915.589844
	Iteration 9Q: 3 clusters Score -3201744 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3202045.250000 Penalty: 4915.589844
	Iteration 10Q: 3 clusters Score -3202045 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -3202255.750000 Penalty: 4915.589844
	Iteration 11Q: 3 clusters Score -3202256 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3202453.750000 Penalty: 4915.589844
	Iteration 12Q: 3 clusters Score -3202454 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -3202625.000000 Penalty: 4915.589844
	Iteration 13Q: 3 clusters Score -3202625 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3202768.500000 Penalty: 4915.589844
	Iteration 14Q: 3 clusters Score -3202768 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3202892.750000 Penalty: 4915.589844
	Iteration 15Q: 3 clusters Score -3202893 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3203008.000000 Penalty: 4915.589844
	Iteration 16Q: 3 clusters Score -3203008 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3203088.750000 Penalty: 4915.589844
	Iteration 17Q: 3 clusters Score -3203089 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3203158.000000 Penalty: 4915.589844
	Iteration 18Q: 3 clusters Score -3203158 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3203273.500000 Penalty: 4915.589844
	Iteration 19Q: 3 clusters Score -3203274 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3203342.250000 Penalty: 4915.589844
	Iteration 20F: 3 clusters Score -3203342 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3203398.250000 Penalty: 4915.589844
	Iteration 21Q: 3 clusters Score -3203398 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3203431.500000 Penalty: 4915.589844
	Iteration 22Q: 3 clusters Score -3203432 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3203454.250000 Penalty: 4915.589844
	Iteration 23Q: 3 clusters Score -3203454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3203474.500000 Penalty: 4915.589844
	Iteration 24Q: 3 clusters Score -3203474 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3203496.250000 Penalty: 4915.589844
	Iteration 25Q: 3 clusters Score -3203496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3203512.000000 Penalty: 4915.589844
	Iteration 26Q: 3 clusters Score -3203512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3203526.000000 Penalty: 4915.589844
	Iteration 27Q: 3 clusters Score -3203526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3203534.250000 Penalty: 4915.589844
	Iteration 28Q: 3 clusters Score -3203534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3203555.500000 Penalty: 4915.589844
	Iteration 29Q: 3 clusters Score -3203556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3203554.500000 Penalty: 4915.589844
	Iteration 30Q: 3 clusters Score -3203554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3203562.000000 Penalty: 4915.589844
	Iteration 31Q: 3 clusters Score -3203562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3203575.250000 Penalty: 4915.589844
	Iteration 32Q: 3 clusters Score -3203575 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3203582.500000 Penalty: 4915.589844
	Iteration 33Q: 3 clusters Score -3203582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3203593.250000 Penalty: 4915.589844
	Iteration 34Q: 3 clusters Score -3203593 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3203600.000000 Penalty: 4915.589844
	Iteration 35Q: 3 clusters Score -3203600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3203607.750000 Penalty: 4915.589844
	Iteration 36Q: 3 clusters Score -3203608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3203631.000000 Penalty: 4915.589844
	Iteration 37Q: 3 clusters Score -3203631 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3203642.000000 Penalty: 4915.589844
	Iteration 38Q: 3 clusters Score -3203642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3203654.500000 Penalty: 4915.589844
	Iteration 39Q: 3 clusters Score -3203654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3203668.750000 Penalty: 4915.589844
	Iteration 40F: 3 clusters Score -3203669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3203688.250000 Penalty: 4915.589844
	Iteration 41Q: 3 clusters Score -3203688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3203693.250000 Penalty: 4915.589844
	Iteration 42Q: 3 clusters Score -3203693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3203702.500000 Penalty: 4915.589844
	Iteration 43Q: 3 clusters Score -3203702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3203708.000000 Penalty: 4915.589844
	Iteration 44Q: 3 clusters Score -3203708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3203710.750000 Penalty: 4915.589844
	Iteration 45Q: 3 clusters Score -3203711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3203718.750000 Penalty: 4915.589844
	Iteration 46Q: 3 clusters Score -3203719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3203724.000000 Penalty: 4915.589844
	Iteration 47Q: 3 clusters Score -3203724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3203733.750000 Penalty: 4915.589844
	Iteration 48Q: 3 clusters Score -3203734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3203733.250000 Penalty: 4915.589844
	Iteration 49Q: 3 clusters Score -3203733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3203736.750000 Penalty: 4915.589844
	Iteration 50Q: 3 clusters Score -3203737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3203740.250000 Penalty: 4915.589844
	Iteration 51Q: 3 clusters Score -3203740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3203738.250000 Penalty: 4915.589844
	Iteration 52Q: 3 clusters Score -3203738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3203738.000000 Penalty: 4915.589844
	Iteration 53Q: 3 clusters Score -3203738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3203738.000000 Penalty: 4915.589844
	Iteration 54Q: 3 clusters Score -3203738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3203741.750000 Penalty: 4915.589844
	Iteration 55Q: 3 clusters Score -3203742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3203742.750000 Penalty: 4915.589844
	Iteration 56Q: 3 clusters Score -3203743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3203742.750000 Penalty: 4915.589844
	Iteration 57F: 3 clusters Score -3203743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Entering Unmasked Estep 
Score: -967635.000000 Penalty: 2146.104004
	Iteration 0F: 2 clusters Score -967635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -962664.125000 Penalty: 4292.208008
	Iteration 0F: 3 clusters Score -962664.1 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -963920.062500 Penalty: 4292.208008
	Iteration 1F: 3 clusters Score -963920.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -964227.125000 Penalty: 4292.208008
	Iteration 2F: 3 clusters Score -964227.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -964516.812500 Penalty: 4292.208008
	Iteration 3F: 3 clusters Score -964516.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -964768.375000 Penalty: 4292.208008
	Iteration 4F: 3 clusters Score -964768.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -965008.062500 Penalty: 4292.208008
	Iteration 5F: 3 clusters Score -965008.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -965379.437500 Penalty: 4292.208008
	Iteration 6F: 3 clusters Score -965379.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -965836.687500 Penalty: 4292.208008
	Iteration 7F: 3 clusters Score -965836.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -966250.812500 Penalty: 4292.208008
	Iteration 8F: 3 clusters Score -966250.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -966512.937500 Penalty: 4292.208008
	Iteration 9Q: 3 clusters Score -966512.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -966649.875000 Penalty: 4292.208008
	Iteration 10Q: 3 clusters Score -966649.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -966725.312500 Penalty: 4292.208008
	Iteration 11Q: 3 clusters Score -966725.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -966774.937500 Penalty: 4292.208008
	Iteration 12Q: 3 clusters Score -966774.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -966820.875000 Penalty: 4292.208008
	Iteration 13Q: 3 clusters Score -966820.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -966856.937500 Penalty: 4292.208008
	Iteration 14Q: 3 clusters Score -966856.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -966907.437500 Penalty: 4292.208008
	Iteration 15Q: 3 clusters Score -966907.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -966964.000000 Penalty: 4292.208008
	Iteration 16Q: 3 clusters Score -966964 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -967019.437500 Penalty: 4292.208008
	Iteration 17Q: 3 clusters Score -967019.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -967078.812500 Penalty: 4292.208008
	Iteration 18Q: 3 clusters Score -967078.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -967158.875000 Penalty: 4292.208008
	Iteration 19Q: 3 clusters Score -967158.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -967284.000000 Penalty: 4292.208008
	Iteration 20F: 3 clusters Score -967284 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -967431.750000 Penalty: 4292.208008
	Iteration 21Q: 3 clusters Score -967431.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -967582.187500 Penalty: 4292.208008
	Iteration 22Q: 3 clusters Score -967582.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -967772.812500 Penalty: 4292.208008
	Iteration 23Q: 3 clusters Score -967772.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -967934.312500 Penalty: 4292.208008
	Iteration 24Q: 3 clusters Score -967934.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -968040.812500 Penalty: 4292.208008
	Iteration 25Q: 3 clusters Score -968040.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -968136.125000 Penalty: 4292.208008
	Iteration 26Q: 3 clusters Score -968136.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -968220.187500 Penalty: 4292.208008
	Iteration 27Q: 3 clusters Score -968220.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -968290.875000 Penalty: 4292.208008
	Iteration 28Q: 3 clusters Score -968290.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -968332.812500 Penalty: 4292.208008
	Iteration 29Q: 3 clusters Score -968332.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -968352.437500 Penalty: 4292.208008
	Iteration 30Q: 3 clusters Score -968352.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -968361.625000 Penalty: 4292.208008
	Iteration 31Q: 3 clusters Score -968361.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -968366.312500 Penalty: 4292.208008
	Iteration 32Q: 3 clusters Score -968366.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -968368.312500 Penalty: 4292.208008
	Iteration 33Q: 3 clusters Score -968368.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -968369.250000 Penalty: 4292.208008
	Iteration 34Q: 3 clusters Score -968369.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -968371.312500 Penalty: 4292.208008
	Iteration 35Q: 3 clusters Score -968371.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -968371.625000 Penalty: 4292.208008
	Iteration 36Q: 3 clusters Score -968371.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -968371.625000 Penalty: 4292.208008
	Iteration 37F: 3 clusters Score -968371.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 34775 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60716 members 
Mstep: Class 5 contains 33512 members 
Mstep: Class 6 contains 5965 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31230 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6508 members 
Mstep: Class 12 contains 33401 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10336 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62151 members 
Mstep: Class 18 contains 4905 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75224 members 
Mstep: Class 21 contains 17593 members 
Mstep: Class 22 contains 20140 members 
Mstep: Class 23 contains 1282 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11625 members 
Mstep: Class 32 contains 12544 members 
Mstep: Class 33 contains 5468 members 
Mstep: Class 34 contains 52946 members 
Mstep: Class 35 contains 11731 members 
Mstep: Class 36 contains 4402 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52616 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17829 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 714 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16831 members 
Mstep: Class 48 contains 5868 members 
Mstep: Class 49 contains 1518 members 
Mstep: Class 50 contains 4449 members 
Entering Unmasked Estep 
Score: -115055544.000000 Penalty: 166910.750000
Splitting cluster 23 changes total score from -115055984.000000 to -115055544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (4539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Entering Unmasked Estep 
Score: -760414.812500 Penalty: 2088.274414
	Iteration 0F: 2 clusters Score -760414.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -756201.625000 Penalty: 4176.548828
	Iteration 0F: 3 clusters Score -756201.6 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -757252.562500 Penalty: 4176.548828
	Iteration 1F: 3 clusters Score -757252.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -757460.437500 Penalty: 4176.548828
	Iteration 2F: 3 clusters Score -757460.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -757570.875000 Penalty: 4176.548828
	Iteration 3Q: 3 clusters Score -757570.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -757642.687500 Penalty: 4176.548828
	Iteration 4Q: 3 clusters Score -757642.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -757697.187500 Penalty: 4176.548828
	Iteration 5Q: 3 clusters Score -757697.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -757732.000000 Penalty: 4176.548828
	Iteration 6Q: 3 clusters Score -757732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -757758.312500 Penalty: 4176.548828
	Iteration 7Q: 3 clusters Score -757758.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -757772.812500 Penalty: 4176.548828
	Iteration 8Q: 3 clusters Score -757772.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -757786.625000 Penalty: 4176.548828
	Iteration 9Q: 3 clusters Score -757786.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -757807.937500 Penalty: 4176.548828
	Iteration 10Q: 3 clusters Score -757807.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -757828.125000 Penalty: 4176.548828
	Iteration 11Q: 3 clusters Score -757828.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -757857.625000 Penalty: 4176.548828
	Iteration 12Q: 3 clusters Score -757857.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -757892.937500 Penalty: 4176.548828
	Iteration 13Q: 3 clusters Score -757892.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -757935.125000 Penalty: 4176.548828
	Iteration 14Q: 3 clusters Score -757935.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -757978.937500 Penalty: 4176.548828
	Iteration 15Q: 3 clusters Score -757978.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -758034.562500 Penalty: 4176.548828
	Iteration 16Q: 3 clusters Score -758034.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -758117.875000 Penalty: 4176.548828
	Iteration 17Q: 3 clusters Score -758117.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -758266.687500 Penalty: 4176.548828
	Iteration 18Q: 3 clusters Score -758266.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -758501.750000 Penalty: 4176.548828
	Iteration 19Q: 3 clusters Score -758501.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -758798.000000 Penalty: 4176.548828
	Iteration 20F: 3 clusters Score -758798 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -759062.875000 Penalty: 4176.548828
	Iteration 21Q: 3 clusters Score -759062.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -759236.500000 Penalty: 4176.548828
	Iteration 22Q: 3 clusters Score -759236.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -759350.125000 Penalty: 4176.548828
	Iteration 23Q: 3 clusters Score -759350.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -759427.625000 Penalty: 4176.548828
	Iteration 24Q: 3 clusters Score -759427.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -759477.625000 Penalty: 4176.548828
	Iteration 25Q: 3 clusters Score -759477.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -759518.062500 Penalty: 4176.548828
	Iteration 26Q: 3 clusters Score -759518.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -759537.562500 Penalty: 4176.548828
	Iteration 27Q: 3 clusters Score -759537.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -759546.312500 Penalty: 4176.548828
	Iteration 28Q: 3 clusters Score -759546.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -759553.875000 Penalty: 4176.548828
	Iteration 29Q: 3 clusters Score -759553.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -759560.937500 Penalty: 4176.548828
	Iteration 30Q: 3 clusters Score -759560.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -759565.187500 Penalty: 4176.548828
	Iteration 31Q: 3 clusters Score -759565.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -759571.187500 Penalty: 4176.548828
	Iteration 32Q: 3 clusters Score -759571.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -759574.437500 Penalty: 4176.548828
	Iteration 33Q: 3 clusters Score -759574.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -759578.125000 Penalty: 4176.548828
	Iteration 34Q: 3 clusters Score -759578.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -759578.250000 Penalty: 4176.548828
	Iteration 35Q: 3 clusters Score -759578.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -759582.812500 Penalty: 4176.548828
	Iteration 36Q: 3 clusters Score -759582.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -759589.125000 Penalty: 4176.548828
	Iteration 37Q: 3 clusters Score -759589.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -759593.437500 Penalty: 4176.548828
	Iteration 38Q: 3 clusters Score -759593.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -759594.812500 Penalty: 4176.548828
	Iteration 39Q: 3 clusters Score -759594.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -759598.812500 Penalty: 4176.548828
	Iteration 40F: 3 clusters Score -759598.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -759602.125000 Penalty: 4176.548828
	Iteration 41Q: 3 clusters Score -759602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -759604.125000 Penalty: 4176.548828
	Iteration 42Q: 3 clusters Score -759604.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -759605.937500 Penalty: 4176.548828
	Iteration 43Q: 3 clusters Score -759605.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -759605.250000 Penalty: 4176.548828
	Iteration 44Q: 3 clusters Score -759605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -759606.312500 Penalty: 4176.548828
	Iteration 45Q: 3 clusters Score -759606.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -759608.500000 Penalty: 4176.548828
	Iteration 46Q: 3 clusters Score -759608.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -759611.250000 Penalty: 4176.548828
	Iteration 47Q: 3 clusters Score -759611.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -759614.625000 Penalty: 4176.548828
	Iteration 48Q: 3 clusters Score -759614.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -759615.000000 Penalty: 4176.548828
	Iteration 49Q: 3 clusters Score -759615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -759618.000000 Penalty: 4176.548828
	Iteration 50Q: 3 clusters Score -759618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -759618.437500 Penalty: 4176.548828
	Iteration 51Q: 3 clusters Score -759618.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -759619.875000 Penalty: 4176.548828
	Iteration 52Q: 3 clusters Score -759619.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -759619.937500 Penalty: 4176.548828
	Iteration 53Q: 3 clusters Score -759619.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -759619.937500 Penalty: 4176.548828
	Iteration 54Q: 3 clusters Score -759619.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -759619.937500 Penalty: 4176.548828
	Iteration 55F: 3 clusters Score -759619.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Entering Unmasked Estep 
Score: -592376.750000 Penalty: 2025.291992
	Iteration 0F: 2 clusters Score -592376.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -588792.125000 Penalty: 4050.583984
	Iteration 0F: 3 clusters Score -588792.1 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -589540.187500 Penalty: 4050.583984
	Iteration 1F: 3 clusters Score -589540.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -589692.687500 Penalty: 4050.583984
	Iteration 2F: 3 clusters Score -589692.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -589800.500000 Penalty: 4050.583984
	Iteration 3Q: 3 clusters Score -589800.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -589875.750000 Penalty: 4050.583984
	Iteration 4Q: 3 clusters Score -589875.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -589935.750000 Penalty: 4050.583984
	Iteration 5Q: 3 clusters Score -589935.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -589984.937500 Penalty: 4050.583984
	Iteration 6Q: 3 clusters Score -589984.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -590049.000000 Penalty: 4050.583984
	Iteration 7Q: 3 clusters Score -590049 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -590114.000000 Penalty: 4050.583984
	Iteration 8Q: 3 clusters Score -590114 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -590181.375000 Penalty: 4050.583984
	Iteration 9Q: 3 clusters Score -590181.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -590293.375000 Penalty: 4050.583984
	Iteration 10Q: 3 clusters Score -590293.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -590493.687500 Penalty: 4050.583984
	Iteration 11Q: 3 clusters Score -590493.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -590781.687500 Penalty: 4050.583984
	Iteration 12Q: 3 clusters Score -590781.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -591073.250000 Penalty: 4050.583984
	Iteration 13Q: 3 clusters Score -591073.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -591337.312500 Penalty: 4050.583984
	Iteration 14F: 3 clusters Score -591337.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -591556.000000 Penalty: 4050.583984
	Iteration 15F: 3 clusters Score -591556 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -591740.312500 Penalty: 4050.583984
	Iteration 16Q: 3 clusters Score -591740.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -591903.812500 Penalty: 4050.583984
	Iteration 17Q: 3 clusters Score -591903.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -592069.125000 Penalty: 4050.583984
	Iteration 18Q: 3 clusters Score -592069.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -592243.937500 Penalty: 4050.583984
	Iteration 19Q: 3 clusters Score -592243.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -592321.562500 Penalty: 4050.583984
	Iteration 20F: 3 clusters Score -592321.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -592343.187500 Penalty: 4050.583984
	Iteration 21Q: 3 clusters Score -592343.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -592353.750000 Penalty: 4050.583984
	Iteration 22Q: 3 clusters Score -592353.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -592356.125000 Penalty: 4050.583984
	Iteration 23Q: 3 clusters Score -592356.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -592359.437500 Penalty: 4050.583984
	Iteration 24Q: 3 clusters Score -592359.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -592360.750000 Penalty: 4050.583984
	Iteration 25Q: 3 clusters Score -592360.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -592361.875000 Penalty: 4050.583984
	Iteration 26Q: 3 clusters Score -592361.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -592362.125000 Penalty: 4050.583984
	Iteration 27Q: 3 clusters Score -592362.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -592361.937500 Penalty: 4050.583984
	Iteration 28Q: 3 clusters Score -592361.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -592361.937500 Penalty: 4050.583984
	Iteration 29F: 3 clusters Score -592361.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Entering Unmasked Estep 
Score: -1075283.875000 Penalty: 2175.760986
	Iteration 0F: 2 clusters Score -1075284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1069839.500000 Penalty: 4351.521973
	Iteration 0F: 3 clusters Score -1069840 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1071300.000000 Penalty: 4351.521973
	Iteration 1F: 3 clusters Score -1071300 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1071577.750000 Penalty: 4351.521973
	Iteration 2F: 3 clusters Score -1071578 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1071789.375000 Penalty: 4351.521973
	Iteration 3F: 3 clusters Score -1071789 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1071979.500000 Penalty: 4351.521973
	Iteration 4Q: 3 clusters Score -1071980 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1072181.500000 Penalty: 4351.521973
	Iteration 5Q: 3 clusters Score -1072182 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1072391.750000 Penalty: 4351.521973
	Iteration 6Q: 3 clusters Score -1072392 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1072620.125000 Penalty: 4351.521973
	Iteration 7Q: 3 clusters Score -1072620 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1072797.375000 Penalty: 4351.521973
	Iteration 8Q: 3 clusters Score -1072797 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1072959.125000 Penalty: 4351.521973
	Iteration 9Q: 3 clusters Score -1072959 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1073111.250000 Penalty: 4351.521973
	Iteration 10Q: 3 clusters Score -1073111 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1073231.875000 Penalty: 4351.521973
	Iteration 11Q: 3 clusters Score -1073232 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1073347.375000 Penalty: 4351.521973
	Iteration 12Q: 3 clusters Score -1073347 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1073461.500000 Penalty: 4351.521973
	Iteration 13Q: 3 clusters Score -1073462 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1073561.250000 Penalty: 4351.521973
	Iteration 14Q: 3 clusters Score -1073561 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1073641.000000 Penalty: 4351.521973
	Iteration 15Q: 3 clusters Score -1073641 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1073684.500000 Penalty: 4351.521973
	Iteration 16Q: 3 clusters Score -1073684 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1073702.000000 Penalty: 4351.521973
	Iteration 17Q: 3 clusters Score -1073702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1073716.375000 Penalty: 4351.521973
	Iteration 18Q: 3 clusters Score -1073716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1073728.000000 Penalty: 4351.521973
	Iteration 19Q: 3 clusters Score -1073728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1073741.500000 Penalty: 4351.521973
	Iteration 20F: 3 clusters Score -1073742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1073752.250000 Penalty: 4351.521973
	Iteration 21Q: 3 clusters Score -1073752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1073761.250000 Penalty: 4351.521973
	Iteration 22Q: 3 clusters Score -1073761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1073772.000000 Penalty: 4351.521973
	Iteration 23Q: 3 clusters Score -1073772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1073780.125000 Penalty: 4351.521973
	Iteration 24Q: 3 clusters Score -1073780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1073790.125000 Penalty: 4351.521973
	Iteration 25Q: 3 clusters Score -1073790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1073794.875000 Penalty: 4351.521973
	Iteration 26Q: 3 clusters Score -1073795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1073803.750000 Penalty: 4351.521973
	Iteration 27Q: 3 clusters Score -1073804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1073815.125000 Penalty: 4351.521973
	Iteration 28Q: 3 clusters Score -1073815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1073821.125000 Penalty: 4351.521973
	Iteration 29Q: 3 clusters Score -1073821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1073824.625000 Penalty: 4351.521973
	Iteration 30Q: 3 clusters Score -1073825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1073825.750000 Penalty: 4351.521973
	Iteration 31Q: 3 clusters Score -1073826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1073828.000000 Penalty: 4351.521973
	Iteration 32Q: 3 clusters Score -1073828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1073833.125000 Penalty: 4351.521973
	Iteration 33Q: 3 clusters Score -1073833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1073835.500000 Penalty: 4351.521973
	Iteration 34Q: 3 clusters Score -1073836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1073841.625000 Penalty: 4351.521973
	Iteration 35Q: 3 clusters Score -1073842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1073841.375000 Penalty: 4351.521973
	Iteration 36Q: 3 clusters Score -1073841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1073841.000000 Penalty: 4351.521973
	Iteration 37Q: 3 clusters Score -1073841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1073841.875000 Penalty: 4351.521973
	Iteration 38Q: 3 clusters Score -1073842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1073845.250000 Penalty: 4351.521973
	Iteration 39Q: 3 clusters Score -1073845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1073843.000000 Penalty: 4351.521973
	Iteration 40F: 3 clusters Score -1073843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1073845.500000 Penalty: 4351.521973
	Iteration 41Q: 3 clusters Score -1073846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1073845.250000 Penalty: 4351.521973
	Iteration 42Q: 3 clusters Score -1073845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1073845.250000 Penalty: 4351.521973
	Iteration 43F: 3 clusters Score -1073845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Entering Unmasked Estep 
Score: -1285440.750000 Penalty: 2204.274658
	Iteration 0F: 2 clusters Score -1285441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1279440.875000 Penalty: 4408.549316
	Iteration 0F: 3 clusters Score -1279441 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1280976.375000 Penalty: 4408.549316
	Iteration 1F: 3 clusters Score -1280976 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1281165.250000 Penalty: 4408.549316
	Iteration 2F: 3 clusters Score -1281165 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1281298.875000 Penalty: 4408.549316
	Iteration 3Q: 3 clusters Score -1281299 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1281387.125000 Penalty: 4408.549316
	Iteration 4Q: 3 clusters Score -1281387 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1281455.125000 Penalty: 4408.549316
	Iteration 5Q: 3 clusters Score -1281455 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1281503.000000 Penalty: 4408.549316
	Iteration 6Q: 3 clusters Score -1281503 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1281555.500000 Penalty: 4408.549316
	Iteration 7Q: 3 clusters Score -1281556 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1281605.750000 Penalty: 4408.549316
	Iteration 8Q: 3 clusters Score -1281606 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1281633.625000 Penalty: 4408.549316
	Iteration 9Q: 3 clusters Score -1281634 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1281664.250000 Penalty: 4408.549316
	Iteration 10Q: 3 clusters Score -1281664 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1281688.625000 Penalty: 4408.549316
	Iteration 11Q: 3 clusters Score -1281689 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1281711.375000 Penalty: 4408.549316
	Iteration 12Q: 3 clusters Score -1281711 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1281737.000000 Penalty: 4408.549316
	Iteration 13Q: 3 clusters Score -1281737 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1281761.125000 Penalty: 4408.549316
	Iteration 14Q: 3 clusters Score -1281761 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1281791.000000 Penalty: 4408.549316
	Iteration 15Q: 3 clusters Score -1281791 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1281822.750000 Penalty: 4408.549316
	Iteration 16Q: 3 clusters Score -1281823 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1281854.875000 Penalty: 4408.549316
	Iteration 17Q: 3 clusters Score -1281855 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1281887.875000 Penalty: 4408.549316
	Iteration 18Q: 3 clusters Score -1281888 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1281928.250000 Penalty: 4408.549316
	Iteration 19Q: 3 clusters Score -1281928 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1281974.000000 Penalty: 4408.549316
	Iteration 20F: 3 clusters Score -1281974 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1282033.250000 Penalty: 4408.549316
	Iteration 21Q: 3 clusters Score -1282033 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1282093.000000 Penalty: 4408.549316
	Iteration 22Q: 3 clusters Score -1282093 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1282171.375000 Penalty: 4408.549316
	Iteration 23Q: 3 clusters Score -1282171 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1282256.750000 Penalty: 4408.549316
	Iteration 24Q: 3 clusters Score -1282257 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1282344.625000 Penalty: 4408.549316
	Iteration 25Q: 3 clusters Score -1282345 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1282443.625000 Penalty: 4408.549316
	Iteration 26Q: 3 clusters Score -1282444 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1282566.500000 Penalty: 4408.549316
	Iteration 27Q: 3 clusters Score -1282566 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1282699.500000 Penalty: 4408.549316
	Iteration 28Q: 3 clusters Score -1282700 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1282850.750000 Penalty: 4408.549316
	Iteration 29Q: 3 clusters Score -1282851 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1282997.750000 Penalty: 4408.549316
	Iteration 30Q: 3 clusters Score -1282998 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1283113.625000 Penalty: 4408.549316
	Iteration 31Q: 3 clusters Score -1283114 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1283186.750000 Penalty: 4408.549316
	Iteration 32Q: 3 clusters Score -1283187 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1283233.750000 Penalty: 4408.549316
	Iteration 33Q: 3 clusters Score -1283234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1283279.375000 Penalty: 4408.549316
	Iteration 34Q: 3 clusters Score -1283279 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1283308.750000 Penalty: 4408.549316
	Iteration 35Q: 3 clusters Score -1283309 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1283351.125000 Penalty: 4408.549316
	Iteration 36Q: 3 clusters Score -1283351 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1283393.375000 Penalty: 4408.549316
	Iteration 37Q: 3 clusters Score -1283393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1283427.625000 Penalty: 4408.549316
	Iteration 38Q: 3 clusters Score -1283428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1283452.250000 Penalty: 4408.549316
	Iteration 39Q: 3 clusters Score -1283452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1283466.625000 Penalty: 4408.549316
	Iteration 40F: 3 clusters Score -1283467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1283478.500000 Penalty: 4408.549316
	Iteration 41Q: 3 clusters Score -1283478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1283490.625000 Penalty: 4408.549316
	Iteration 42Q: 3 clusters Score -1283491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1283491.875000 Penalty: 4408.549316
	Iteration 43Q: 3 clusters Score -1283492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1283502.625000 Penalty: 4408.549316
	Iteration 44Q: 3 clusters Score -1283503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1283510.750000 Penalty: 4408.549316
	Iteration 45Q: 3 clusters Score -1283511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1283512.875000 Penalty: 4408.549316
	Iteration 46Q: 3 clusters Score -1283513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1283515.125000 Penalty: 4408.549316
	Iteration 47Q: 3 clusters Score -1283515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1283516.875000 Penalty: 4408.549316
	Iteration 48Q: 3 clusters Score -1283517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1283521.125000 Penalty: 4408.549316
	Iteration 49Q: 3 clusters Score -1283521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1283522.125000 Penalty: 4408.549316
	Iteration 50Q: 3 clusters Score -1283522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1283525.375000 Penalty: 4408.549316
	Iteration 51Q: 3 clusters Score -1283525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1283525.625000 Penalty: 4408.549316
	Iteration 52Q: 3 clusters Score -1283526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1283526.750000 Penalty: 4408.549316
	Iteration 53Q: 3 clusters Score -1283527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1283526.750000 Penalty: 4408.549316
	Iteration 54F: 3 clusters Score -1283527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Entering Unmasked Estep 
Score: -2016135.000000 Penalty: 2336.469727
	Iteration 0F: 2 clusters Score -2016135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2007035.000000 Penalty: 4672.939453
	Iteration 0F: 3 clusters Score -2007035 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2009918.375000 Penalty: 4672.939453
	Iteration 1F: 3 clusters Score -2009918 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2010408.750000 Penalty: 4672.939453
	Iteration 2F: 3 clusters Score -2010409 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2010838.125000 Penalty: 4672.939453
	Iteration 3F: 3 clusters Score -2010838 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2011214.125000 Penalty: 4672.939453
	Iteration 4F: 3 clusters Score -2011214 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2011607.125000 Penalty: 4672.939453
	Iteration 5F: 3 clusters Score -2011607 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2011998.375000 Penalty: 4672.939453
	Iteration 6F: 3 clusters Score -2011998 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2012369.125000 Penalty: 4672.939453
	Iteration 7Q: 3 clusters Score -2012369 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2012714.125000 Penalty: 4672.939453
	Iteration 8Q: 3 clusters Score -2012714 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2013010.000000 Penalty: 4672.939453
	Iteration 9Q: 3 clusters Score -2013010 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2013256.250000 Penalty: 4672.939453
	Iteration 10Q: 3 clusters Score -2013256 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2013476.625000 Penalty: 4672.939453
	Iteration 11Q: 3 clusters Score -2013477 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2013665.000000 Penalty: 4672.939453
	Iteration 12Q: 3 clusters Score -2013665 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2013816.375000 Penalty: 4672.939453
	Iteration 13Q: 3 clusters Score -2013816 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2013922.250000 Penalty: 4672.939453
	Iteration 14Q: 3 clusters Score -2013922 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2014002.000000 Penalty: 4672.939453
	Iteration 15Q: 3 clusters Score -2014002 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2014061.375000 Penalty: 4672.939453
	Iteration 16Q: 3 clusters Score -2014061 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2014098.750000 Penalty: 4672.939453
	Iteration 17Q: 3 clusters Score -2014099 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2014137.500000 Penalty: 4672.939453
	Iteration 18Q: 3 clusters Score -2014138 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2014174.625000 Penalty: 4672.939453
	Iteration 19Q: 3 clusters Score -2014175 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2014207.750000 Penalty: 4672.939453
	Iteration 20F: 3 clusters Score -2014208 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2014246.500000 Penalty: 4672.939453
	Iteration 21Q: 3 clusters Score -2014246 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2014267.250000 Penalty: 4672.939453
	Iteration 22Q: 3 clusters Score -2014267 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2014289.625000 Penalty: 4672.939453
	Iteration 23Q: 3 clusters Score -2014290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2014306.625000 Penalty: 4672.939453
	Iteration 24Q: 3 clusters Score -2014307 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2014318.125000 Penalty: 4672.939453
	Iteration 25Q: 3 clusters Score -2014318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2014333.000000 Penalty: 4672.939453
	Iteration 26Q: 3 clusters Score -2014333 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2014348.125000 Penalty: 4672.939453
	Iteration 27Q: 3 clusters Score -2014348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2014356.750000 Penalty: 4672.939453
	Iteration 28Q: 3 clusters Score -2014357 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2014365.875000 Penalty: 4672.939453
	Iteration 29Q: 3 clusters Score -2014366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2014373.500000 Penalty: 4672.939453
	Iteration 30Q: 3 clusters Score -2014374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2014382.000000 Penalty: 4672.939453
	Iteration 31Q: 3 clusters Score -2014382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2014394.000000 Penalty: 4672.939453
	Iteration 32Q: 3 clusters Score -2014394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2014404.750000 Penalty: 4672.939453
	Iteration 33Q: 3 clusters Score -2014405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2014413.000000 Penalty: 4672.939453
	Iteration 34Q: 3 clusters Score -2014413 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2014430.875000 Penalty: 4672.939453
	Iteration 35Q: 3 clusters Score -2014431 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2014443.875000 Penalty: 4672.939453
	Iteration 36Q: 3 clusters Score -2014444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2014460.250000 Penalty: 4672.939453
	Iteration 37Q: 3 clusters Score -2014460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2014472.500000 Penalty: 4672.939453
	Iteration 38Q: 3 clusters Score -2014472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2014493.750000 Penalty: 4672.939453
	Iteration 39Q: 3 clusters Score -2014494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2014508.875000 Penalty: 4672.939453
	Iteration 40F: 3 clusters Score -2014509 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2014528.000000 Penalty: 4672.939453
	Iteration 41Q: 3 clusters Score -2014528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2014548.875000 Penalty: 4672.939453
	Iteration 42Q: 3 clusters Score -2014549 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2014560.750000 Penalty: 4672.939453
	Iteration 43Q: 3 clusters Score -2014561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2014573.375000 Penalty: 4672.939453
	Iteration 44Q: 3 clusters Score -2014573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2014581.750000 Penalty: 4672.939453
	Iteration 45Q: 3 clusters Score -2014582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2014592.125000 Penalty: 4672.939453
	Iteration 46Q: 3 clusters Score -2014592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2014601.875000 Penalty: 4672.939453
	Iteration 47Q: 3 clusters Score -2014602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2014605.000000 Penalty: 4672.939453
	Iteration 48Q: 3 clusters Score -2014605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2014606.000000 Penalty: 4672.939453
	Iteration 49Q: 3 clusters Score -2014606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2014608.500000 Penalty: 4672.939453
	Iteration 50Q: 3 clusters Score -2014608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2014614.375000 Penalty: 4672.939453
	Iteration 51Q: 3 clusters Score -2014614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2014618.250000 Penalty: 4672.939453
	Iteration 52Q: 3 clusters Score -2014618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2014621.000000 Penalty: 4672.939453
	Iteration 53Q: 3 clusters Score -2014621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2014623.500000 Penalty: 4672.939453
	Iteration 54Q: 3 clusters Score -2014624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2014625.375000 Penalty: 4672.939453
	Iteration 55Q: 3 clusters Score -2014625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2014625.625000 Penalty: 4672.939453
	Iteration 56Q: 3 clusters Score -2014626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2014624.875000 Penalty: 4672.939453
	Iteration 57Q: 3 clusters Score -2014625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2014625.750000 Penalty: 4672.939453
	Iteration 58Q: 3 clusters Score -2014626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2014624.625000 Penalty: 4672.939453
	Iteration 59Q: 3 clusters Score -2014625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2014626.625000 Penalty: 4672.939453
	Iteration 60F: 3 clusters Score -2014627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2014624.625000 Penalty: 4672.939453
	Iteration 61Q: 3 clusters Score -2014625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2014625.000000 Penalty: 4672.939453
	Iteration 62Q: 3 clusters Score -2014625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2014622.500000 Penalty: 4672.939453
	Iteration 63Q: 3 clusters Score -2014622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2014626.375000 Penalty: 4672.939453
	Iteration 64Q: 3 clusters Score -2014626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2014627.000000 Penalty: 4672.939453
	Iteration 65Q: 3 clusters Score -2014627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2014626.500000 Penalty: 4672.939453
	Iteration 66Q: 3 clusters Score -2014626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2014627.250000 Penalty: 4672.939453
	Iteration 67Q: 3 clusters Score -2014627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2014628.000000 Penalty: 4672.939453
	Iteration 68Q: 3 clusters Score -2014628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2014629.625000 Penalty: 4672.939453
	Iteration 69Q: 3 clusters Score -2014630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2014627.250000 Penalty: 4672.939453
	Iteration 70Q: 3 clusters Score -2014627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2014630.000000 Penalty: 4672.939453
	Iteration 71Q: 3 clusters Score -2014630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2014630.000000 Penalty: 4672.939453
	Iteration 72F: 3 clusters Score -2014630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Entering Unmasked Estep 
Score: -488175.843750 Penalty: 1978.280762
	Iteration 0F: 2 clusters Score -488175.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -484964.500000 Penalty: 3956.561523
	Iteration 0F: 3 clusters Score -484964.5 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -485603.437500 Penalty: 3956.561523
	Iteration 1F: 3 clusters Score -485603.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -485742.906250 Penalty: 3956.561523
	Iteration 2F: 3 clusters Score -485742.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -485811.593750 Penalty: 3956.561523
	Iteration 3Q: 3 clusters Score -485811.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -485865.687500 Penalty: 3956.561523
	Iteration 4Q: 3 clusters Score -485865.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -485907.031250 Penalty: 3956.561523
	Iteration 5Q: 3 clusters Score -485907 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -485938.250000 Penalty: 3956.561523
	Iteration 6Q: 3 clusters Score -485938.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -485981.218750 Penalty: 3956.561523
	Iteration 7Q: 3 clusters Score -485981.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -486024.093750 Penalty: 3956.561523
	Iteration 8Q: 3 clusters Score -486024.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -486068.000000 Penalty: 3956.561523
	Iteration 9Q: 3 clusters Score -486068 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -486114.281250 Penalty: 3956.561523
	Iteration 10Q: 3 clusters Score -486114.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -486182.218750 Penalty: 3956.561523
	Iteration 11Q: 3 clusters Score -486182.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -486259.906250 Penalty: 3956.561523
	Iteration 12Q: 3 clusters Score -486259.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -486340.125000 Penalty: 3956.561523
	Iteration 13Q: 3 clusters Score -486340.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -486437.187500 Penalty: 3956.561523
	Iteration 14Q: 3 clusters Score -486437.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -486537.343750 Penalty: 3956.561523
	Iteration 15Q: 3 clusters Score -486537.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -486631.781250 Penalty: 3956.561523
	Iteration 16Q: 3 clusters Score -486631.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -486713.812500 Penalty: 3956.561523
	Iteration 17Q: 3 clusters Score -486713.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -486775.593750 Penalty: 3956.561523
	Iteration 18Q: 3 clusters Score -486775.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -486826.218750 Penalty: 3956.561523
	Iteration 19Q: 3 clusters Score -486826.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -486862.656250 Penalty: 3956.561523
	Iteration 20F: 3 clusters Score -486862.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -486892.687500 Penalty: 3956.561523
	Iteration 21Q: 3 clusters Score -486892.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -486913.625000 Penalty: 3956.561523
	Iteration 22Q: 3 clusters Score -486913.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -486933.031250 Penalty: 3956.561523
	Iteration 23Q: 3 clusters Score -486933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -486949.562500 Penalty: 3956.561523
	Iteration 24Q: 3 clusters Score -486949.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -486966.625000 Penalty: 3956.561523
	Iteration 25Q: 3 clusters Score -486966.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -486980.031250 Penalty: 3956.561523
	Iteration 26Q: 3 clusters Score -486980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -486988.625000 Penalty: 3956.561523
	Iteration 27Q: 3 clusters Score -486988.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -486990.687500 Penalty: 3956.561523
	Iteration 28Q: 3 clusters Score -486990.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -486993.750000 Penalty: 3956.561523
	Iteration 29Q: 3 clusters Score -486993.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -486997.312500 Penalty: 3956.561523
	Iteration 30Q: 3 clusters Score -486997.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -487001.937500 Penalty: 3956.561523
	Iteration 31Q: 3 clusters Score -487001.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -487006.000000 Penalty: 3956.561523
	Iteration 32Q: 3 clusters Score -487006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -487006.937500 Penalty: 3956.561523
	Iteration 33Q: 3 clusters Score -487006.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -487010.562500 Penalty: 3956.561523
	Iteration 34Q: 3 clusters Score -487010.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -487013.343750 Penalty: 3956.561523
	Iteration 35Q: 3 clusters Score -487013.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -487017.312500 Penalty: 3956.561523
	Iteration 36Q: 3 clusters Score -487017.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -487019.593750 Penalty: 3956.561523
	Iteration 37Q: 3 clusters Score -487019.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -487021.218750 Penalty: 3956.561523
	Iteration 38Q: 3 clusters Score -487021.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -487022.343750 Penalty: 3956.561523
	Iteration 39Q: 3 clusters Score -487022.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -487024.218750 Penalty: 3956.561523
	Iteration 40F: 3 clusters Score -487024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -487026.000000 Penalty: 3956.561523
	Iteration 41Q: 3 clusters Score -487026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -487030.406250 Penalty: 3956.561523
	Iteration 42Q: 3 clusters Score -487030.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -487034.093750 Penalty: 3956.561523
	Iteration 43Q: 3 clusters Score -487034.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -487035.406250 Penalty: 3956.561523
	Iteration 44Q: 3 clusters Score -487035.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -487036.062500 Penalty: 3956.561523
	Iteration 45Q: 3 clusters Score -487036.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -487035.937500 Penalty: 3956.561523
	Iteration 46Q: 3 clusters Score -487035.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -487035.937500 Penalty: 3956.561523
	Iteration 47F: 3 clusters Score -487035.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Entering Unmasked Estep 
Score: -1059674.125000 Penalty: 2166.330566
	Iteration 0F: 2 clusters Score -1059674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1054384.750000 Penalty: 4332.661133
	Iteration 0F: 3 clusters Score -1054385 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1055795.875000 Penalty: 4332.661133
	Iteration 1F: 3 clusters Score -1055796 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1056164.000000 Penalty: 4332.661133
	Iteration 2F: 3 clusters Score -1056164 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1056599.500000 Penalty: 4332.661133
	Iteration 3F: 3 clusters Score -1056600 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1057069.125000 Penalty: 4332.661133
	Iteration 4F: 3 clusters Score -1057069 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1057467.250000 Penalty: 4332.661133
	Iteration 5F: 3 clusters Score -1057467 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1057782.250000 Penalty: 4332.661133
	Iteration 6F: 3 clusters Score -1057782 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1058002.250000 Penalty: 4332.661133
	Iteration 7Q: 3 clusters Score -1058002 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1058125.625000 Penalty: 4332.661133
	Iteration 8Q: 3 clusters Score -1058126 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1058196.500000 Penalty: 4332.661133
	Iteration 9Q: 3 clusters Score -1058196 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1058234.875000 Penalty: 4332.661133
	Iteration 10Q: 3 clusters Score -1058235 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1058259.125000 Penalty: 4332.661133
	Iteration 11Q: 3 clusters Score -1058259 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1058275.000000 Penalty: 4332.661133
	Iteration 12Q: 3 clusters Score -1058275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1058285.875000 Penalty: 4332.661133
	Iteration 13Q: 3 clusters Score -1058286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1058294.125000 Penalty: 4332.661133
	Iteration 14Q: 3 clusters Score -1058294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1058302.250000 Penalty: 4332.661133
	Iteration 15Q: 3 clusters Score -1058302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1058306.750000 Penalty: 4332.661133
	Iteration 16Q: 3 clusters Score -1058307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1058309.375000 Penalty: 4332.661133
	Iteration 17Q: 3 clusters Score -1058309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1058314.625000 Penalty: 4332.661133
	Iteration 18Q: 3 clusters Score -1058315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1058314.625000 Penalty: 4332.661133
	Iteration 19Q: 3 clusters Score -1058315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1058316.375000 Penalty: 4332.661133
	Iteration 20F: 3 clusters Score -1058316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1058314.250000 Penalty: 4332.661133
	Iteration 21Q: 3 clusters Score -1058314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1058314.250000 Penalty: 4332.661133
	Iteration 22F: 3 clusters Score -1058314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Entering Unmasked Estep 
Score: -1949088.875000 Penalty: 2321.506592
	Iteration 0F: 2 clusters Score -1949089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1940379.375000 Penalty: 4643.013184
	Iteration 0F: 3 clusters Score -1940379 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1942990.750000 Penalty: 4643.013184
	Iteration 1F: 3 clusters Score -1942991 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1943339.125000 Penalty: 4643.013184
	Iteration 2F: 3 clusters Score -1943339 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1943597.250000 Penalty: 4643.013184
	Iteration 3Q: 3 clusters Score -1943597 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1943838.250000 Penalty: 4643.013184
	Iteration 4Q: 3 clusters Score -1943838 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1944084.625000 Penalty: 4643.013184
	Iteration 5Q: 3 clusters Score -1944085 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1944375.625000 Penalty: 4643.013184
	Iteration 6Q: 3 clusters Score -1944376 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1944669.000000 Penalty: 4643.013184
	Iteration 7Q: 3 clusters Score -1944669 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1944989.125000 Penalty: 4643.013184
	Iteration 8Q: 3 clusters Score -1944989 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1945291.750000 Penalty: 4643.013184
	Iteration 9Q: 3 clusters Score -1945292 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1945593.625000 Penalty: 4643.013184
	Iteration 10Q: 3 clusters Score -1945594 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1945878.000000 Penalty: 4643.013184
	Iteration 11Q: 3 clusters Score -1945878 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1946130.625000 Penalty: 4643.013184
	Iteration 12Q: 3 clusters Score -1946131 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1946330.375000 Penalty: 4643.013184
	Iteration 13Q: 3 clusters Score -1946330 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1946488.625000 Penalty: 4643.013184
	Iteration 14Q: 3 clusters Score -1946489 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1946615.500000 Penalty: 4643.013184
	Iteration 15Q: 3 clusters Score -1946616 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1946708.500000 Penalty: 4643.013184
	Iteration 16Q: 3 clusters Score -1946708 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1946787.875000 Penalty: 4643.013184
	Iteration 17Q: 3 clusters Score -1946788 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1946854.250000 Penalty: 4643.013184
	Iteration 18Q: 3 clusters Score -1946854 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1946899.375000 Penalty: 4643.013184
	Iteration 19Q: 3 clusters Score -1946899 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1946925.250000 Penalty: 4643.013184
	Iteration 20F: 3 clusters Score -1946925 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1946955.625000 Penalty: 4643.013184
	Iteration 21Q: 3 clusters Score -1946956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1946979.875000 Penalty: 4643.013184
	Iteration 22Q: 3 clusters Score -1946980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1947001.125000 Penalty: 4643.013184
	Iteration 23Q: 3 clusters Score -1947001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1947014.875000 Penalty: 4643.013184
	Iteration 24Q: 3 clusters Score -1947015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1947028.125000 Penalty: 4643.013184
	Iteration 25Q: 3 clusters Score -1947028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1947037.750000 Penalty: 4643.013184
	Iteration 26Q: 3 clusters Score -1947038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1947041.750000 Penalty: 4643.013184
	Iteration 27Q: 3 clusters Score -1947042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1947050.500000 Penalty: 4643.013184
	Iteration 28Q: 3 clusters Score -1947050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1947056.625000 Penalty: 4643.013184
	Iteration 29Q: 3 clusters Score -1947057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1947065.750000 Penalty: 4643.013184
	Iteration 30Q: 3 clusters Score -1947066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1947072.250000 Penalty: 4643.013184
	Iteration 31Q: 3 clusters Score -1947072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1947078.250000 Penalty: 4643.013184
	Iteration 32Q: 3 clusters Score -1947078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1947081.875000 Penalty: 4643.013184
	Iteration 33Q: 3 clusters Score -1947082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1947085.625000 Penalty: 4643.013184
	Iteration 34Q: 3 clusters Score -1947086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1947091.625000 Penalty: 4643.013184
	Iteration 35Q: 3 clusters Score -1947092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1947092.250000 Penalty: 4643.013184
	Iteration 36Q: 3 clusters Score -1947092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1947094.375000 Penalty: 4643.013184
	Iteration 37Q: 3 clusters Score -1947094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1947097.750000 Penalty: 4643.013184
	Iteration 38Q: 3 clusters Score -1947098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1947096.125000 Penalty: 4643.013184
	Iteration 39Q: 3 clusters Score -1947096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1947097.000000 Penalty: 4643.013184
	Iteration 40F: 3 clusters Score -1947097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1947097.625000 Penalty: 4643.013184
	Iteration 41Q: 3 clusters Score -1947098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1947100.250000 Penalty: 4643.013184
	Iteration 42Q: 3 clusters Score -1947100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1947100.500000 Penalty: 4643.013184
	Iteration 43Q: 3 clusters Score -1947100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1947100.625000 Penalty: 4643.013184
	Iteration 44Q: 3 clusters Score -1947101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1947099.000000 Penalty: 4643.013184
	Iteration 45Q: 3 clusters Score -1947099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1947099.875000 Penalty: 4643.013184
	Iteration 46Q: 3 clusters Score -1947100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1947099.875000 Penalty: 4643.013184
	Iteration 47F: 3 clusters Score -1947100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Entering Unmasked Estep 
Score: -1924238.125000 Penalty: 2340.375244
	Iteration 0F: 2 clusters Score -1924238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1915023.875000 Penalty: 4680.750488
	Iteration 0F: 3 clusters Score -1915024 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1918113.875000 Penalty: 4680.750488
	Iteration 1F: 3 clusters Score -1918114 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1918688.625000 Penalty: 4680.750488
	Iteration 2F: 3 clusters Score -1918689 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1919172.750000 Penalty: 4680.750488
	Iteration 3F: 3 clusters Score -1919173 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1919645.750000 Penalty: 4680.750488
	Iteration 4F: 3 clusters Score -1919646 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1920178.625000 Penalty: 4680.750488
	Iteration 5F: 3 clusters Score -1920179 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1920718.250000 Penalty: 4680.750488
	Iteration 6F: 3 clusters Score -1920718 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1921181.250000 Penalty: 4680.750488
	Iteration 7Q: 3 clusters Score -1921181 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1921564.000000 Penalty: 4680.750488
	Iteration 8Q: 3 clusters Score -1921564 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1921803.625000 Penalty: 4680.750488
	Iteration 9Q: 3 clusters Score -1921804 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1921976.375000 Penalty: 4680.750488
	Iteration 10Q: 3 clusters Score -1921976 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1922111.875000 Penalty: 4680.750488
	Iteration 11Q: 3 clusters Score -1922112 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1922204.250000 Penalty: 4680.750488
	Iteration 12Q: 3 clusters Score -1922204 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1922268.375000 Penalty: 4680.750488
	Iteration 13Q: 3 clusters Score -1922268 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1922329.875000 Penalty: 4680.750488
	Iteration 14Q: 3 clusters Score -1922330 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1922380.125000 Penalty: 4680.750488
	Iteration 15Q: 3 clusters Score -1922380 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1922448.500000 Penalty: 4680.750488
	Iteration 16Q: 3 clusters Score -1922448 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1922513.125000 Penalty: 4680.750488
	Iteration 17Q: 3 clusters Score -1922513 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1922585.125000 Penalty: 4680.750488
	Iteration 18Q: 3 clusters Score -1922585 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1922644.750000 Penalty: 4680.750488
	Iteration 19Q: 3 clusters Score -1922645 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1922713.250000 Penalty: 4680.750488
	Iteration 20F: 3 clusters Score -1922713 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1922771.125000 Penalty: 4680.750488
	Iteration 21Q: 3 clusters Score -1922771 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1922836.750000 Penalty: 4680.750488
	Iteration 22Q: 3 clusters Score -1922837 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1922894.000000 Penalty: 4680.750488
	Iteration 23Q: 3 clusters Score -1922894 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1922947.500000 Penalty: 4680.750488
	Iteration 24Q: 3 clusters Score -1922948 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1922999.500000 Penalty: 4680.750488
	Iteration 25Q: 3 clusters Score -1923000 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1923067.125000 Penalty: 4680.750488
	Iteration 26Q: 3 clusters Score -1923067 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1923113.500000 Penalty: 4680.750488
	Iteration 27Q: 3 clusters Score -1923114 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1923170.125000 Penalty: 4680.750488
	Iteration 28Q: 3 clusters Score -1923170 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1923201.250000 Penalty: 4680.750488
	Iteration 29Q: 3 clusters Score -1923201 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1923231.500000 Penalty: 4680.750488
	Iteration 30Q: 3 clusters Score -1923232 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1923252.375000 Penalty: 4680.750488
	Iteration 31Q: 3 clusters Score -1923252 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1923267.625000 Penalty: 4680.750488
	Iteration 32Q: 3 clusters Score -1923268 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1923287.000000 Penalty: 4680.750488
	Iteration 33Q: 3 clusters Score -1923287 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1923299.250000 Penalty: 4680.750488
	Iteration 34Q: 3 clusters Score -1923299 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1923308.125000 Penalty: 4680.750488
	Iteration 35Q: 3 clusters Score -1923308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1923312.625000 Penalty: 4680.750488
	Iteration 36Q: 3 clusters Score -1923313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1923318.375000 Penalty: 4680.750488
	Iteration 37Q: 3 clusters Score -1923318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1923316.750000 Penalty: 4680.750488
	Iteration 38Q: 3 clusters Score -1923317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1923317.250000 Penalty: 4680.750488
	Iteration 39Q: 3 clusters Score -1923317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1923320.375000 Penalty: 4680.750488
	Iteration 40F: 3 clusters Score -1923320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1923318.125000 Penalty: 4680.750488
	Iteration 41Q: 3 clusters Score -1923318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1923321.125000 Penalty: 4680.750488
	Iteration 42Q: 3 clusters Score -1923321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1923323.500000 Penalty: 4680.750488
	Iteration 43Q: 3 clusters Score -1923324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1923321.875000 Penalty: 4680.750488
	Iteration 44Q: 3 clusters Score -1923322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1923321.250000 Penalty: 4680.750488
	Iteration 45Q: 3 clusters Score -1923321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1923328.250000 Penalty: 4680.750488
	Iteration 46Q: 3 clusters Score -1923328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1923330.750000 Penalty: 4680.750488
	Iteration 47Q: 3 clusters Score -1923331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1923324.125000 Penalty: 4680.750488
	Iteration 48Q: 3 clusters Score -1923324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1923325.250000 Penalty: 4680.750488
	Iteration 49Q: 3 clusters Score -1923325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1923333.125000 Penalty: 4680.750488
	Iteration 50Q: 3 clusters Score -1923333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1923333.500000 Penalty: 4680.750488
	Iteration 51Q: 3 clusters Score -1923334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1923331.625000 Penalty: 4680.750488
	Iteration 52Q: 3 clusters Score -1923332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1923335.250000 Penalty: 4680.750488
	Iteration 53Q: 3 clusters Score -1923335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1923335.250000 Penalty: 4680.750488
	Iteration 54Q: 3 clusters Score -1923335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1923333.625000 Penalty: 4680.750488
	Iteration 55Q: 3 clusters Score -1923334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1923335.250000 Penalty: 4680.750488
	Iteration 56Q: 3 clusters Score -1923335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1923333.500000 Penalty: 4680.750488
	Iteration 57Q: 3 clusters Score -1923334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1923333.125000 Penalty: 4680.750488
	Iteration 58Q: 3 clusters Score -1923333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1923333.625000 Penalty: 4680.750488
	Iteration 59Q: 3 clusters Score -1923334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1923334.250000 Penalty: 4680.750488
	Iteration 60F: 3 clusters Score -1923334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1923336.500000 Penalty: 4680.750488
	Iteration 61Q: 3 clusters Score -1923336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1923333.750000 Penalty: 4680.750488
	Iteration 62Q: 3 clusters Score -1923334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1923333.750000 Penalty: 4680.750488
	Iteration 63F: 3 clusters Score -1923334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Entering Unmasked Estep 
Score: -896899.562500 Penalty: 2134.453857
	Iteration 0F: 2 clusters Score -896899.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -892120.750000 Penalty: 4268.907715
	Iteration 0F: 3 clusters Score -892120.8 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -893324.375000 Penalty: 4268.907715
	Iteration 1F: 3 clusters Score -893324.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -893584.625000 Penalty: 4268.907715
	Iteration 2F: 3 clusters Score -893584.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -893771.687500 Penalty: 4268.907715
	Iteration 3F: 3 clusters Score -893771.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -893903.125000 Penalty: 4268.907715
	Iteration 4Q: 3 clusters Score -893903.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -893995.187500 Penalty: 4268.907715
	Iteration 5Q: 3 clusters Score -893995.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -894095.937500 Penalty: 4268.907715
	Iteration 6Q: 3 clusters Score -894095.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -894220.750000 Penalty: 4268.907715
	Iteration 7Q: 3 clusters Score -894220.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -894351.312500 Penalty: 4268.907715
	Iteration 8Q: 3 clusters Score -894351.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -894487.812500 Penalty: 4268.907715
	Iteration 9Q: 3 clusters Score -894487.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -894634.937500 Penalty: 4268.907715
	Iteration 10Q: 3 clusters Score -894634.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -894751.562500 Penalty: 4268.907715
	Iteration 11Q: 3 clusters Score -894751.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -894863.375000 Penalty: 4268.907715
	Iteration 12Q: 3 clusters Score -894863.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -894975.187500 Penalty: 4268.907715
	Iteration 13Q: 3 clusters Score -894975.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -895109.562500 Penalty: 4268.907715
	Iteration 14Q: 3 clusters Score -895109.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -895258.687500 Penalty: 4268.907715
	Iteration 15Q: 3 clusters Score -895258.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -895381.937500 Penalty: 4268.907715
	Iteration 16Q: 3 clusters Score -895381.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -895486.937500 Penalty: 4268.907715
	Iteration 17Q: 3 clusters Score -895486.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -895572.062500 Penalty: 4268.907715
	Iteration 18Q: 3 clusters Score -895572.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -895631.062500 Penalty: 4268.907715
	Iteration 19Q: 3 clusters Score -895631.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -895666.562500 Penalty: 4268.907715
	Iteration 20F: 3 clusters Score -895666.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -895698.750000 Penalty: 4268.907715
	Iteration 21Q: 3 clusters Score -895698.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -895717.937500 Penalty: 4268.907715
	Iteration 22Q: 3 clusters Score -895717.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -895734.062500 Penalty: 4268.907715
	Iteration 23Q: 3 clusters Score -895734.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -895742.812500 Penalty: 4268.907715
	Iteration 24Q: 3 clusters Score -895742.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -895750.062500 Penalty: 4268.907715
	Iteration 25Q: 3 clusters Score -895750.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -895753.687500 Penalty: 4268.907715
	Iteration 26Q: 3 clusters Score -895753.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -895755.062500 Penalty: 4268.907715
	Iteration 27Q: 3 clusters Score -895755.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -895756.812500 Penalty: 4268.907715
	Iteration 28Q: 3 clusters Score -895756.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -895757.562500 Penalty: 4268.907715
	Iteration 29Q: 3 clusters Score -895757.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -895756.937500 Penalty: 4268.907715
	Iteration 30Q: 3 clusters Score -895756.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -895756.937500 Penalty: 4268.907715
	Iteration 31F: 3 clusters Score -895756.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (52946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Entering Unmasked Estep 
Score: -8852641.000000 Penalty: 2697.502930
	Iteration 0F: 2 clusters Score -8852641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -8817272.000000 Penalty: 5395.005859
	Iteration 0F: 3 clusters Score -8817272 nChanged 24516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -8830924.000000 Penalty: 5395.005859
	Iteration 1F: 3 clusters Score -8830924 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -8831777.000000 Penalty: 5395.005859
	Iteration 2Q: 3 clusters Score -8831777 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -8832543.000000 Penalty: 5395.005859
	Iteration 3Q: 3 clusters Score -8832543 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -8833424.000000 Penalty: 5395.005859
	Iteration 4Q: 3 clusters Score -8833424 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -8834397.000000 Penalty: 5395.005859
	Iteration 5Q: 3 clusters Score -8834397 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -8835502.000000 Penalty: 5395.005859
	Iteration 6Q: 3 clusters Score -8835502 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -8836839.000000 Penalty: 5395.005859
	Iteration 7Q: 3 clusters Score -8836839 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -8838423.000000 Penalty: 5395.005859
	Iteration 8F: 3 clusters Score -8838423 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -8840226.000000 Penalty: 5395.005859
	Iteration 9F: 3 clusters Score -8840226 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -8842176.000000 Penalty: 5395.005859
	Iteration 10F: 3 clusters Score -8842176 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -8844192.000000 Penalty: 5395.005859
	Iteration 11F: 3 clusters Score -8844192 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -8846108.000000 Penalty: 5395.005859
	Iteration 12Q: 3 clusters Score -8846108 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -8847620.000000 Penalty: 5395.005859
	Iteration 13Q: 3 clusters Score -8847620 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -8848622.000000 Penalty: 5395.005859
	Iteration 14Q: 3 clusters Score -8848622 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -8849267.000000 Penalty: 5395.005859
	Iteration 15Q: 3 clusters Score -8849267 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -8849706.000000 Penalty: 5395.005859
	Iteration 16Q: 3 clusters Score -8849706 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -8850034.000000 Penalty: 5395.005859
	Iteration 17Q: 3 clusters Score -8850034 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -8850217.000000 Penalty: 5395.005859
	Iteration 18Q: 3 clusters Score -8850217 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -8850348.000000 Penalty: 5395.005859
	Iteration 19Q: 3 clusters Score -8850348 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -8850451.000000 Penalty: 5395.005859
	Iteration 20F: 3 clusters Score -8850451 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 51220 members 
Entering Unmasked Estep 
Score: -8850547.000000 Penalty: 5395.005859
	Iteration 21Q: 3 clusters Score -8850547 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -8850581.000000 Penalty: 5395.005859
	Iteration 22Q: 3 clusters Score -8850581 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -8850655.000000 Penalty: 5395.005859
	Iteration 23Q: 3 clusters Score -8850655 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -8850696.000000 Penalty: 5395.005859
	Iteration 24Q: 3 clusters Score -8850696 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -8850736.000000 Penalty: 5395.005859
	Iteration 25Q: 3 clusters Score -8850736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -8850746.000000 Penalty: 5395.005859
	Iteration 26Q: 3 clusters Score -8850746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -8850782.000000 Penalty: 5395.005859
	Iteration 27Q: 3 clusters Score -8850782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -8850792.000000 Penalty: 5395.005859
	Iteration 28Q: 3 clusters Score -8850792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -8850800.000000 Penalty: 5395.005859
	Iteration 29Q: 3 clusters Score -8850800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 51627 members 
Entering Unmasked Estep 
Score: -8850800.000000 Penalty: 5395.005859
	Iteration 30Q: 3 clusters Score -8850800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -8850799.000000 Penalty: 5395.005859
	Iteration 31Q: 3 clusters Score -8850799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -8850807.000000 Penalty: 5395.005859
	Iteration 32Q: 3 clusters Score -8850807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -8850820.000000 Penalty: 5395.005859
	Iteration 33Q: 3 clusters Score -8850820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -8850817.000000 Penalty: 5395.005859
	Iteration 34Q: 3 clusters Score -8850817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -8850816.000000 Penalty: 5395.005859
	Iteration 35Q: 3 clusters Score -8850816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -8850827.000000 Penalty: 5395.005859
	Iteration 36Q: 3 clusters Score -8850827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -8850829.000000 Penalty: 5395.005859
	Iteration 37Q: 3 clusters Score -8850829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -8850831.000000 Penalty: 5395.005859
	Iteration 38Q: 3 clusters Score -8850831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -8850841.000000 Penalty: 5395.005859
	Iteration 39Q: 3 clusters Score -8850841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -8850839.000000 Penalty: 5395.005859
	Iteration 40F: 3 clusters Score -8850839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 51706 members 
Entering Unmasked Estep 
Score: -8850849.000000 Penalty: 5395.005859
	Iteration 41Q: 3 clusters Score -8850849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 51711 members 
Entering Unmasked Estep 
Score: -8850855.000000 Penalty: 5395.005859
	Iteration 42Q: 3 clusters Score -8850855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 51711 members 
Entering Unmasked Estep 
Score: -8850854.000000 Penalty: 5395.005859
	Iteration 43Q: 3 clusters Score -8850854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -8850862.000000 Penalty: 5395.005859
	Iteration 44Q: 3 clusters Score -8850862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -8850868.000000 Penalty: 5395.005859
	Iteration 45Q: 3 clusters Score -8850868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -8850863.000000 Penalty: 5395.005859
	Iteration 46Q: 3 clusters Score -8850863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -8850854.000000 Penalty: 5395.005859
	Iteration 47Q: 3 clusters Score -8850854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -8850852.000000 Penalty: 5395.005859
	Iteration 48Q: 3 clusters Score -8850852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -8850846.000000 Penalty: 5395.005859
	Iteration 49Q: 3 clusters Score -8850846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -8850844.000000 Penalty: 5395.005859
	Iteration 50Q: 3 clusters Score -8850844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -8850867.000000 Penalty: 5395.005859
	Iteration 51Q: 3 clusters Score -8850867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -8850864.000000 Penalty: 5395.005859
	Iteration 52Q: 3 clusters Score -8850864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -8850871.000000 Penalty: 5395.005859
	Iteration 53Q: 3 clusters Score -8850871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -8850857.000000 Penalty: 5395.005859
	Iteration 54Q: 3 clusters Score -8850857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -8850852.000000 Penalty: 5395.005859
	Iteration 55Q: 3 clusters Score -8850852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -8850849.000000 Penalty: 5395.005859
	Iteration 56Q: 3 clusters Score -8850849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -8850849.000000 Penalty: 5395.005859
	Iteration 57F: 3 clusters Score -8850849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Entering Unmasked Estep 
Score: -1872139.125000 Penalty: 2323.757568
	Iteration 0F: 2 clusters Score -1872139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1863465.500000 Penalty: 4647.515137
	Iteration 0F: 3 clusters Score -1863466 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1866306.000000 Penalty: 4647.515137
	Iteration 1F: 3 clusters Score -1866306 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1866828.125000 Penalty: 4647.515137
	Iteration 2F: 3 clusters Score -1866828 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1867247.375000 Penalty: 4647.515137
	Iteration 3F: 3 clusters Score -1867247 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1867636.250000 Penalty: 4647.515137
	Iteration 4F: 3 clusters Score -1867636 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1867980.125000 Penalty: 4647.515137
	Iteration 5Q: 3 clusters Score -1867980 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1868318.125000 Penalty: 4647.515137
	Iteration 6Q: 3 clusters Score -1868318 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1868605.875000 Penalty: 4647.515137
	Iteration 7Q: 3 clusters Score -1868606 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1868875.375000 Penalty: 4647.515137
	Iteration 8Q: 3 clusters Score -1868875 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1869069.500000 Penalty: 4647.515137
	Iteration 9Q: 3 clusters Score -1869070 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1869214.875000 Penalty: 4647.515137
	Iteration 10Q: 3 clusters Score -1869215 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1869312.625000 Penalty: 4647.515137
	Iteration 11Q: 3 clusters Score -1869313 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1869389.000000 Penalty: 4647.515137
	Iteration 12Q: 3 clusters Score -1869389 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1869447.875000 Penalty: 4647.515137
	Iteration 13Q: 3 clusters Score -1869448 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1869490.500000 Penalty: 4647.515137
	Iteration 14Q: 3 clusters Score -1869490 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1869523.375000 Penalty: 4647.515137
	Iteration 15Q: 3 clusters Score -1869523 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1869550.125000 Penalty: 4647.515137
	Iteration 16Q: 3 clusters Score -1869550 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1869576.750000 Penalty: 4647.515137
	Iteration 17Q: 3 clusters Score -1869577 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1869591.375000 Penalty: 4647.515137
	Iteration 18Q: 3 clusters Score -1869591 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1869608.000000 Penalty: 4647.515137
	Iteration 19Q: 3 clusters Score -1869608 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1869619.750000 Penalty: 4647.515137
	Iteration 20F: 3 clusters Score -1869620 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1869636.000000 Penalty: 4647.515137
	Iteration 21Q: 3 clusters Score -1869636 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1869649.125000 Penalty: 4647.515137
	Iteration 22Q: 3 clusters Score -1869649 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1869660.250000 Penalty: 4647.515137
	Iteration 23Q: 3 clusters Score -1869660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1869681.000000 Penalty: 4647.515137
	Iteration 24Q: 3 clusters Score -1869681 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1869691.250000 Penalty: 4647.515137
	Iteration 25Q: 3 clusters Score -1869691 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1869692.250000 Penalty: 4647.515137
	Iteration 26Q: 3 clusters Score -1869692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1869699.875000 Penalty: 4647.515137
	Iteration 27Q: 3 clusters Score -1869700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1869712.000000 Penalty: 4647.515137
	Iteration 28Q: 3 clusters Score -1869712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1869715.125000 Penalty: 4647.515137
	Iteration 29Q: 3 clusters Score -1869715 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1869718.375000 Penalty: 4647.515137
	Iteration 30Q: 3 clusters Score -1869718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1869723.625000 Penalty: 4647.515137
	Iteration 31Q: 3 clusters Score -1869724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1869723.750000 Penalty: 4647.515137
	Iteration 32Q: 3 clusters Score -1869724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1869732.875000 Penalty: 4647.515137
	Iteration 33Q: 3 clusters Score -1869733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1869732.875000 Penalty: 4647.515137
	Iteration 34Q: 3 clusters Score -1869733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1869742.625000 Penalty: 4647.515137
	Iteration 35Q: 3 clusters Score -1869743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1869749.500000 Penalty: 4647.515137
	Iteration 36Q: 3 clusters Score -1869750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1869752.750000 Penalty: 4647.515137
	Iteration 37Q: 3 clusters Score -1869753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1869755.875000 Penalty: 4647.515137
	Iteration 38Q: 3 clusters Score -1869756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1869764.625000 Penalty: 4647.515137
	Iteration 39Q: 3 clusters Score -1869765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1869774.000000 Penalty: 4647.515137
	Iteration 40F: 3 clusters Score -1869774 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1869776.250000 Penalty: 4647.515137
	Iteration 41Q: 3 clusters Score -1869776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1869780.750000 Penalty: 4647.515137
	Iteration 42Q: 3 clusters Score -1869781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1869783.250000 Penalty: 4647.515137
	Iteration 43Q: 3 clusters Score -1869783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1869788.250000 Penalty: 4647.515137
	Iteration 44Q: 3 clusters Score -1869788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1869796.750000 Penalty: 4647.515137
	Iteration 45Q: 3 clusters Score -1869797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1869803.500000 Penalty: 4647.515137
	Iteration 46Q: 3 clusters Score -1869804 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1869815.625000 Penalty: 4647.515137
	Iteration 47Q: 3 clusters Score -1869816 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1869832.750000 Penalty: 4647.515137
	Iteration 48Q: 3 clusters Score -1869833 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1869840.375000 Penalty: 4647.515137
	Iteration 49Q: 3 clusters Score -1869840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1869849.250000 Penalty: 4647.515137
	Iteration 50Q: 3 clusters Score -1869849 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1869863.375000 Penalty: 4647.515137
	Iteration 51Q: 3 clusters Score -1869863 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1869882.500000 Penalty: 4647.515137
	Iteration 52Q: 3 clusters Score -1869882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1869894.625000 Penalty: 4647.515137
	Iteration 53Q: 3 clusters Score -1869895 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1869915.625000 Penalty: 4647.515137
	Iteration 54Q: 3 clusters Score -1869916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1869932.750000 Penalty: 4647.515137
	Iteration 55Q: 3 clusters Score -1869933 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1869937.000000 Penalty: 4647.515137
	Iteration 56Q: 3 clusters Score -1869937 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1869947.250000 Penalty: 4647.515137
	Iteration 57Q: 3 clusters Score -1869947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1869953.375000 Penalty: 4647.515137
	Iteration 58Q: 3 clusters Score -1869953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1869958.375000 Penalty: 4647.515137
	Iteration 59Q: 3 clusters Score -1869958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1869963.750000 Penalty: 4647.515137
	Iteration 60F: 3 clusters Score -1869964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1869969.250000 Penalty: 4647.515137
	Iteration 61Q: 3 clusters Score -1869969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1869971.000000 Penalty: 4647.515137
	Iteration 62Q: 3 clusters Score -1869971 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1869978.875000 Penalty: 4647.515137
	Iteration 63Q: 3 clusters Score -1869979 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1869985.125000 Penalty: 4647.515137
	Iteration 64Q: 3 clusters Score -1869985 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1869987.875000 Penalty: 4647.515137
	Iteration 65Q: 3 clusters Score -1869988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1869991.250000 Penalty: 4647.515137
	Iteration 66Q: 3 clusters Score -1869991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1870003.375000 Penalty: 4647.515137
	Iteration 67Q: 3 clusters Score -1870003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1870008.625000 Penalty: 4647.515137
	Iteration 68Q: 3 clusters Score -1870009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1870013.625000 Penalty: 4647.515137
	Iteration 69Q: 3 clusters Score -1870014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1870017.000000 Penalty: 4647.515137
	Iteration 70Q: 3 clusters Score -1870017 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1870028.250000 Penalty: 4647.515137
	Iteration 71Q: 3 clusters Score -1870028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1870033.625000 Penalty: 4647.515137
	Iteration 72Q: 3 clusters Score -1870034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1870040.625000 Penalty: 4647.515137
	Iteration 73Q: 3 clusters Score -1870041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1870047.000000 Penalty: 4647.515137
	Iteration 74Q: 3 clusters Score -1870047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1870052.750000 Penalty: 4647.515137
	Iteration 75Q: 3 clusters Score -1870053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1870056.250000 Penalty: 4647.515137
	Iteration 76Q: 3 clusters Score -1870056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1870070.500000 Penalty: 4647.515137
	Iteration 77Q: 3 clusters Score -1870070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1870084.125000 Penalty: 4647.515137
	Iteration 78Q: 3 clusters Score -1870084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1870091.500000 Penalty: 4647.515137
	Iteration 79Q: 3 clusters Score -1870092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1870097.875000 Penalty: 4647.515137
	Iteration 80F: 3 clusters Score -1870098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1870101.000000 Penalty: 4647.515137
	Iteration 81Q: 3 clusters Score -1870101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1870108.500000 Penalty: 4647.515137
	Iteration 82Q: 3 clusters Score -1870108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1870119.500000 Penalty: 4647.515137
	Iteration 83Q: 3 clusters Score -1870120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1870128.375000 Penalty: 4647.515137
	Iteration 84Q: 3 clusters Score -1870128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1870137.750000 Penalty: 4647.515137
	Iteration 85Q: 3 clusters Score -1870138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1870146.500000 Penalty: 4647.515137
	Iteration 86Q: 3 clusters Score -1870146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1870156.500000 Penalty: 4647.515137
	Iteration 87Q: 3 clusters Score -1870156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1870170.500000 Penalty: 4647.515137
	Iteration 88Q: 3 clusters Score -1870170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1870172.500000 Penalty: 4647.515137
	Iteration 89Q: 3 clusters Score -1870172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1870178.625000 Penalty: 4647.515137
	Iteration 90Q: 3 clusters Score -1870179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1870184.250000 Penalty: 4647.515137
	Iteration 91Q: 3 clusters Score -1870184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1870192.000000 Penalty: 4647.515137
	Iteration 92Q: 3 clusters Score -1870192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1870201.875000 Penalty: 4647.515137
	Iteration 93Q: 3 clusters Score -1870202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1870209.750000 Penalty: 4647.515137
	Iteration 94Q: 3 clusters Score -1870210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1870226.875000 Penalty: 4647.515137
	Iteration 95Q: 3 clusters Score -1870227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1870232.875000 Penalty: 4647.515137
	Iteration 96Q: 3 clusters Score -1870233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1870242.125000 Penalty: 4647.515137
	Iteration 97Q: 3 clusters Score -1870242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1870243.875000 Penalty: 4647.515137
	Iteration 98Q: 3 clusters Score -1870244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1870253.625000 Penalty: 4647.515137
	Iteration 99Q: 3 clusters Score -1870254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1870259.500000 Penalty: 4647.515137
	Iteration 100F: 3 clusters Score -1870260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1870263.250000 Penalty: 4647.515137
	Iteration 101Q: 3 clusters Score -1870263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1870264.750000 Penalty: 4647.515137
	Iteration 102Q: 3 clusters Score -1870265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1870269.875000 Penalty: 4647.515137
	Iteration 103Q: 3 clusters Score -1870270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1870273.125000 Penalty: 4647.515137
	Iteration 104Q: 3 clusters Score -1870273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1870279.375000 Penalty: 4647.515137
	Iteration 105Q: 3 clusters Score -1870279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1870281.875000 Penalty: 4647.515137
	Iteration 106Q: 3 clusters Score -1870282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1870277.500000 Penalty: 4647.515137
	Iteration 107Q: 3 clusters Score -1870278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1870280.625000 Penalty: 4647.515137
	Iteration 108Q: 3 clusters Score -1870281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1870282.375000 Penalty: 4647.515137
	Iteration 109Q: 3 clusters Score -1870282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1870282.125000 Penalty: 4647.515137
	Iteration 110Q: 3 clusters Score -1870282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1870280.750000 Penalty: 4647.515137
	Iteration 111Q: 3 clusters Score -1870281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1870284.375000 Penalty: 4647.515137
	Iteration 112Q: 3 clusters Score -1870284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1870282.625000 Penalty: 4647.515137
	Iteration 113Q: 3 clusters Score -1870283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1870280.500000 Penalty: 4647.515137
	Iteration 114Q: 3 clusters Score -1870280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1870280.750000 Penalty: 4647.515137
	Iteration 115Q: 3 clusters Score -1870281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1870280.750000 Penalty: 4647.515137
	Iteration 116Q: 3 clusters Score -1870281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1870286.500000 Penalty: 4647.515137
	Iteration 117Q: 3 clusters Score -1870286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1870280.875000 Penalty: 4647.515137
	Iteration 118Q: 3 clusters Score -1870281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1870286.250000 Penalty: 4647.515137
	Iteration 119Q: 3 clusters Score -1870286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1870289.250000 Penalty: 4647.515137
	Iteration 120F: 3 clusters Score -1870289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1870291.000000 Penalty: 4647.515137
	Iteration 121Q: 3 clusters Score -1870291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1870292.625000 Penalty: 4647.515137
	Iteration 122Q: 3 clusters Score -1870293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1870294.625000 Penalty: 4647.515137
	Iteration 123Q: 3 clusters Score -1870295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1870296.125000 Penalty: 4647.515137
	Iteration 124Q: 3 clusters Score -1870296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1870291.875000 Penalty: 4647.515137
	Iteration 125Q: 3 clusters Score -1870292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1870294.500000 Penalty: 4647.515137
	Iteration 126Q: 3 clusters Score -1870294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1870298.125000 Penalty: 4647.515137
	Iteration 127Q: 3 clusters Score -1870298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1870296.625000 Penalty: 4647.515137
	Iteration 128Q: 3 clusters Score -1870297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1870295.125000 Penalty: 4647.515137
	Iteration 129Q: 3 clusters Score -1870295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1870297.625000 Penalty: 4647.515137
	Iteration 130Q: 3 clusters Score -1870298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1870297.625000 Penalty: 4647.515137
	Iteration 131F: 3 clusters Score -1870298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Entering Unmasked Estep 
Score: -697096.750000 Penalty: 2080.674072
	Iteration 0F: 2 clusters Score -697096.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -692935.062500 Penalty: 4161.348145
	Iteration 0F: 3 clusters Score -692935.1 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -694028.937500 Penalty: 4161.348145
	Iteration 1F: 3 clusters Score -694028.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -694341.312500 Penalty: 4161.348145
	Iteration 2F: 3 clusters Score -694341.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -694557.562500 Penalty: 4161.348145
	Iteration 3F: 3 clusters Score -694557.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -694740.875000 Penalty: 4161.348145
	Iteration 4F: 3 clusters Score -694740.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -694906.437500 Penalty: 4161.348145
	Iteration 5Q: 3 clusters Score -694906.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -695054.562500 Penalty: 4161.348145
	Iteration 6Q: 3 clusters Score -695054.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -695179.250000 Penalty: 4161.348145
	Iteration 7Q: 3 clusters Score -695179.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -695318.437500 Penalty: 4161.348145
	Iteration 8Q: 3 clusters Score -695318.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -695436.562500 Penalty: 4161.348145
	Iteration 9Q: 3 clusters Score -695436.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -695508.250000 Penalty: 4161.348145
	Iteration 10Q: 3 clusters Score -695508.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -695563.062500 Penalty: 4161.348145
	Iteration 11Q: 3 clusters Score -695563.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -695621.500000 Penalty: 4161.348145
	Iteration 12Q: 3 clusters Score -695621.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -695670.875000 Penalty: 4161.348145
	Iteration 13Q: 3 clusters Score -695670.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -695709.937500 Penalty: 4161.348145
	Iteration 14Q: 3 clusters Score -695709.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -695753.750000 Penalty: 4161.348145
	Iteration 15Q: 3 clusters Score -695753.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -695794.187500 Penalty: 4161.348145
	Iteration 16Q: 3 clusters Score -695794.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -695830.062500 Penalty: 4161.348145
	Iteration 17Q: 3 clusters Score -695830.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -695868.937500 Penalty: 4161.348145
	Iteration 18Q: 3 clusters Score -695868.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -695903.937500 Penalty: 4161.348145
	Iteration 19Q: 3 clusters Score -695903.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -695939.250000 Penalty: 4161.348145
	Iteration 20F: 3 clusters Score -695939.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -695972.812500 Penalty: 4161.348145
	Iteration 21Q: 3 clusters Score -695972.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -696019.187500 Penalty: 4161.348145
	Iteration 22Q: 3 clusters Score -696019.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -696091.812500 Penalty: 4161.348145
	Iteration 23Q: 3 clusters Score -696091.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -696172.562500 Penalty: 4161.348145
	Iteration 24Q: 3 clusters Score -696172.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -696250.375000 Penalty: 4161.348145
	Iteration 25Q: 3 clusters Score -696250.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -696333.000000 Penalty: 4161.348145
	Iteration 26Q: 3 clusters Score -696333 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -696399.375000 Penalty: 4161.348145
	Iteration 27Q: 3 clusters Score -696399.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -696434.500000 Penalty: 4161.348145
	Iteration 28Q: 3 clusters Score -696434.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -696466.437500 Penalty: 4161.348145
	Iteration 29Q: 3 clusters Score -696466.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -696513.125000 Penalty: 4161.348145
	Iteration 30Q: 3 clusters Score -696513.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -696543.312500 Penalty: 4161.348145
	Iteration 31Q: 3 clusters Score -696543.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -696571.562500 Penalty: 4161.348145
	Iteration 32Q: 3 clusters Score -696571.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -696585.812500 Penalty: 4161.348145
	Iteration 33Q: 3 clusters Score -696585.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -696590.125000 Penalty: 4161.348145
	Iteration 34Q: 3 clusters Score -696590.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -696595.500000 Penalty: 4161.348145
	Iteration 35Q: 3 clusters Score -696595.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -696598.187500 Penalty: 4161.348145
	Iteration 36Q: 3 clusters Score -696598.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -696599.125000 Penalty: 4161.348145
	Iteration 37Q: 3 clusters Score -696599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -696600.250000 Penalty: 4161.348145
	Iteration 38Q: 3 clusters Score -696600.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -696600.812500 Penalty: 4161.348145
	Iteration 39Q: 3 clusters Score -696600.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -696600.125000 Penalty: 4161.348145
	Iteration 40F: 3 clusters Score -696600.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -134987.109375 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -134987.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -133141.187500 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -133141.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -133489.203125 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -133489.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -133693.031250 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -133693 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -133926.718750 Penalty: 3356.602051
	Iteration 3F: 3 clusters Score -133926.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -134406.843750 Penalty: 3356.602051
	Iteration 4F: 3 clusters Score -134406.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -134715.203125 Penalty: 3356.602051
	Iteration 5F: 3 clusters Score -134715.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -134813.625000 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -134813.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -134890.250000 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -134890.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -134949.328125 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -134949.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -135000.062500 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -135000.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -135042.390625 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -135042.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -135071.234375 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -135071.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -135115.890625 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -135115.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -135232.906250 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -135232.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -135265.984375 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -135266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -135275.937500 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -135275.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -135277.843750 Penalty: 3356.602051
	Iteration 16Q: 3 clusters Score -135277.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -135277.843750 Penalty: 3356.602051
	Iteration 17F: 3 clusters Score -135277.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 34775 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60716 members 
Mstep: Class 5 contains 33512 members 
Mstep: Class 6 contains 5965 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31230 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6508 members 
Mstep: Class 12 contains 33401 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10336 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62151 members 
Mstep: Class 18 contains 4905 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75224 members 
Mstep: Class 21 contains 17593 members 
Mstep: Class 22 contains 20140 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11625 members 
Mstep: Class 32 contains 12544 members 
Mstep: Class 33 contains 5468 members 
Mstep: Class 34 contains 52946 members 
Mstep: Class 35 contains 11731 members 
Mstep: Class 36 contains 4402 members 
Mstep: Class 37 contains 278 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52616 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17829 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 714 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16831 members 
Mstep: Class 48 contains 5868 members 
Mstep: Class 49 contains 1518 members 
Mstep: Class 50 contains 591 members 
Entering Unmasked Estep 
Score: -115054608.000000 Penalty: 166910.750000
Splitting cluster 37 changes total score from -115055984.000000 to -115054608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (2402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Entering Unmasked Estep 
Score: -396500.437500 Penalty: 1930.446167
	Iteration 0F: 2 clusters Score -396500.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -393631.156250 Penalty: 3860.892334
	Iteration 0F: 3 clusters Score -393631.2 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -394214.687500 Penalty: 3860.892334
	Iteration 1F: 3 clusters Score -394214.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -394337.281250 Penalty: 3860.892334
	Iteration 2F: 3 clusters Score -394337.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -394412.375000 Penalty: 3860.892334
	Iteration 3Q: 3 clusters Score -394412.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -394456.156250 Penalty: 3860.892334
	Iteration 4Q: 3 clusters Score -394456.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -394485.593750 Penalty: 3860.892334
	Iteration 5Q: 3 clusters Score -394485.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -394505.687500 Penalty: 3860.892334
	Iteration 6Q: 3 clusters Score -394505.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -394525.781250 Penalty: 3860.892334
	Iteration 7Q: 3 clusters Score -394525.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -394536.281250 Penalty: 3860.892334
	Iteration 8Q: 3 clusters Score -394536.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -394547.406250 Penalty: 3860.892334
	Iteration 9Q: 3 clusters Score -394547.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -394553.500000 Penalty: 3860.892334
	Iteration 10Q: 3 clusters Score -394553.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -394560.562500 Penalty: 3860.892334
	Iteration 11Q: 3 clusters Score -394560.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -394569.937500 Penalty: 3860.892334
	Iteration 12Q: 3 clusters Score -394569.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -394577.312500 Penalty: 3860.892334
	Iteration 13Q: 3 clusters Score -394577.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -394582.906250 Penalty: 3860.892334
	Iteration 14Q: 3 clusters Score -394582.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -394587.156250 Penalty: 3860.892334
	Iteration 15Q: 3 clusters Score -394587.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -394590.125000 Penalty: 3860.892334
	Iteration 16Q: 3 clusters Score -394590.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -394593.531250 Penalty: 3860.892334
	Iteration 17Q: 3 clusters Score -394593.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -394594.937500 Penalty: 3860.892334
	Iteration 18Q: 3 clusters Score -394594.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -394596.406250 Penalty: 3860.892334
	Iteration 19Q: 3 clusters Score -394596.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -394596.531250 Penalty: 3860.892334
	Iteration 20F: 3 clusters Score -394596.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -394596.906250 Penalty: 3860.892334
	Iteration 21Q: 3 clusters Score -394596.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -394597.531250 Penalty: 3860.892334
	Iteration 22Q: 3 clusters Score -394597.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -394599.093750 Penalty: 3860.892334
	Iteration 23Q: 3 clusters Score -394599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -394600.875000 Penalty: 3860.892334
	Iteration 24Q: 3 clusters Score -394600.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -394603.562500 Penalty: 3860.892334
	Iteration 25Q: 3 clusters Score -394603.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -394605.562500 Penalty: 3860.892334
	Iteration 26Q: 3 clusters Score -394605.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -394606.937500 Penalty: 3860.892334
	Iteration 27Q: 3 clusters Score -394606.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -394607.781250 Penalty: 3860.892334
	Iteration 28Q: 3 clusters Score -394607.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -394608.625000 Penalty: 3860.892334
	Iteration 29Q: 3 clusters Score -394608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -394608.750000 Penalty: 3860.892334
	Iteration 30Q: 3 clusters Score -394608.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -394608.875000 Penalty: 3860.892334
	Iteration 31Q: 3 clusters Score -394608.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -394609.562500 Penalty: 3860.892334
	Iteration 32Q: 3 clusters Score -394609.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -394609.562500 Penalty: 3860.892334
	Iteration 33F: 3 clusters Score -394609.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (52616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Entering Unmasked Estep 
Score: -8872980.000000 Penalty: 2695.952148
	Iteration 0F: 2 clusters Score -8872980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -8837952.000000 Penalty: 5391.904297
	Iteration 0F: 3 clusters Score -8837952 nChanged 24460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -8851539.000000 Penalty: 5391.904297
	Iteration 1F: 3 clusters Score -8851539 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -8852299.000000 Penalty: 5391.904297
	Iteration 2Q: 3 clusters Score -8852299 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -8853402.000000 Penalty: 5391.904297
	Iteration 3Q: 3 clusters Score -8853402 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -8854834.000000 Penalty: 5391.904297
	Iteration 4F: 3 clusters Score -8854834 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -8857063.000000 Penalty: 5391.904297
	Iteration 5F: 3 clusters Score -8857063 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -8860046.000000 Penalty: 5391.904297
	Iteration 6F: 3 clusters Score -8860046 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -8863419.000000 Penalty: 5391.904297
	Iteration 7F: 3 clusters Score -8863419 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -8866152.000000 Penalty: 5391.904297
	Iteration 8F: 3 clusters Score -8866152 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -8868014.000000 Penalty: 5391.904297
	Iteration 9Q: 3 clusters Score -8868014 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -8869179.000000 Penalty: 5391.904297
	Iteration 10Q: 3 clusters Score -8869179 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8869761.000000 Penalty: 5391.904297
	Iteration 11Q: 3 clusters Score -8869761 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8870065.000000 Penalty: 5391.904297
	Iteration 12Q: 3 clusters Score -8870065 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8870313.000000 Penalty: 5391.904297
	Iteration 13Q: 3 clusters Score -8870313 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8870404.000000 Penalty: 5391.904297
	Iteration 14Q: 3 clusters Score -8870404 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8870483.000000 Penalty: 5391.904297
	Iteration 15Q: 3 clusters Score -8870483 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8870528.000000 Penalty: 5391.904297
	Iteration 16Q: 3 clusters Score -8870528 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8870582.000000 Penalty: 5391.904297
	Iteration 17Q: 3 clusters Score -8870582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8870596.000000 Penalty: 5391.904297
	Iteration 18Q: 3 clusters Score -8870596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8870618.000000 Penalty: 5391.904297
	Iteration 19Q: 3 clusters Score -8870618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51971 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8870610.000000 Penalty: 5391.904297
	Iteration 20F: 3 clusters Score -8870610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8870622.000000 Penalty: 5391.904297
	Iteration 21Q: 3 clusters Score -8870622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51982 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8870630.000000 Penalty: 5391.904297
	Iteration 22Q: 3 clusters Score -8870630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8870644.000000 Penalty: 5391.904297
	Iteration 23Q: 3 clusters Score -8870644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8870654.000000 Penalty: 5391.904297
	Iteration 24Q: 3 clusters Score -8870654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8870657.000000 Penalty: 5391.904297
	Iteration 25Q: 3 clusters Score -8870657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8870644.000000 Penalty: 5391.904297
	Iteration 26Q: 3 clusters Score -8870644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8870667.000000 Penalty: 5391.904297
	Iteration 27Q: 3 clusters Score -8870667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8870673.000000 Penalty: 5391.904297
	Iteration 28Q: 3 clusters Score -8870673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8870667.000000 Penalty: 5391.904297
	Iteration 29Q: 3 clusters Score -8870667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8870676.000000 Penalty: 5391.904297
	Iteration 30Q: 3 clusters Score -8870676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8870675.000000 Penalty: 5391.904297
	Iteration 31Q: 3 clusters Score -8870675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8870675.000000 Penalty: 5391.904297
	Iteration 32F: 3 clusters Score -8870675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -332222.187500 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -332222.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -329584.531250 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -329584.5 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -330052.125000 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -330052.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -330194.593750 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -330194.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -330256.000000 Penalty: 3772.768311
	Iteration 3Q: 3 clusters Score -330256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -330312.468750 Penalty: 3772.768311
	Iteration 4Q: 3 clusters Score -330312.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -330345.718750 Penalty: 3772.768311
	Iteration 5Q: 3 clusters Score -330345.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -330373.625000 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -330373.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -330406.531250 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -330406.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -330428.156250 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -330428.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -330447.187500 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -330447.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -330474.218750 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -330474.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -330492.875000 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -330492.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -330515.843750 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -330515.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -330540.750000 Penalty: 3772.768311
	Iteration 13Q: 3 clusters Score -330540.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -330564.250000 Penalty: 3772.768311
	Iteration 14Q: 3 clusters Score -330564.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -330572.937500 Penalty: 3772.768311
	Iteration 15Q: 3 clusters Score -330572.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -330581.906250 Penalty: 3772.768311
	Iteration 16Q: 3 clusters Score -330581.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -330590.187500 Penalty: 3772.768311
	Iteration 17Q: 3 clusters Score -330590.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -330598.968750 Penalty: 3772.768311
	Iteration 18Q: 3 clusters Score -330599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -330611.875000 Penalty: 3772.768311
	Iteration 19Q: 3 clusters Score -330611.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -330621.843750 Penalty: 3772.768311
	Iteration 20F: 3 clusters Score -330621.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -330628.812500 Penalty: 3772.768311
	Iteration 21Q: 3 clusters Score -330628.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -330634.812500 Penalty: 3772.768311
	Iteration 22Q: 3 clusters Score -330634.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -330646.031250 Penalty: 3772.768311
	Iteration 23Q: 3 clusters Score -330646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -330659.093750 Penalty: 3772.768311
	Iteration 24Q: 3 clusters Score -330659.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -330667.406250 Penalty: 3772.768311
	Iteration 25Q: 3 clusters Score -330667.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -330674.218750 Penalty: 3772.768311
	Iteration 26Q: 3 clusters Score -330674.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -330681.500000 Penalty: 3772.768311
	Iteration 27Q: 3 clusters Score -330681.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -330686.156250 Penalty: 3772.768311
	Iteration 28Q: 3 clusters Score -330686.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -330691.187500 Penalty: 3772.768311
	Iteration 29Q: 3 clusters Score -330691.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -330696.937500 Penalty: 3772.768311
	Iteration 30Q: 3 clusters Score -330696.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -330709.343750 Penalty: 3772.768311
	Iteration 31Q: 3 clusters Score -330709.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -330721.843750 Penalty: 3772.768311
	Iteration 32Q: 3 clusters Score -330721.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -330729.781250 Penalty: 3772.768311
	Iteration 33Q: 3 clusters Score -330729.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -330736.031250 Penalty: 3772.768311
	Iteration 34Q: 3 clusters Score -330736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -330737.937500 Penalty: 3772.768311
	Iteration 35Q: 3 clusters Score -330737.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -330740.468750 Penalty: 3772.768311
	Iteration 36Q: 3 clusters Score -330740.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -330744.375000 Penalty: 3772.768311
	Iteration 37Q: 3 clusters Score -330744.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -330751.125000 Penalty: 3772.768311
	Iteration 38Q: 3 clusters Score -330751.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -330759.250000 Penalty: 3772.768311
	Iteration 39Q: 3 clusters Score -330759.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -330770.718750 Penalty: 3772.768311
	Iteration 40F: 3 clusters Score -330770.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -330777.531250 Penalty: 3772.768311
	Iteration 41Q: 3 clusters Score -330777.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -330784.687500 Penalty: 3772.768311
	Iteration 42Q: 3 clusters Score -330784.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -330789.468750 Penalty: 3772.768311
	Iteration 43Q: 3 clusters Score -330789.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -330792.312500 Penalty: 3772.768311
	Iteration 44Q: 3 clusters Score -330792.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -330794.781250 Penalty: 3772.768311
	Iteration 45Q: 3 clusters Score -330794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -330795.843750 Penalty: 3772.768311
	Iteration 46Q: 3 clusters Score -330795.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -330797.531250 Penalty: 3772.768311
	Iteration 47Q: 3 clusters Score -330797.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -330798.625000 Penalty: 3772.768311
	Iteration 48Q: 3 clusters Score -330798.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -330799.906250 Penalty: 3772.768311
	Iteration 49Q: 3 clusters Score -330799.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -330803.593750 Penalty: 3772.768311
	Iteration 50Q: 3 clusters Score -330803.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -330807.781250 Penalty: 3772.768311
	Iteration 51Q: 3 clusters Score -330807.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -330810.625000 Penalty: 3772.768311
	Iteration 52Q: 3 clusters Score -330810.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -330816.718750 Penalty: 3772.768311
	Iteration 53Q: 3 clusters Score -330816.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -330823.687500 Penalty: 3772.768311
	Iteration 54Q: 3 clusters Score -330823.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -330829.625000 Penalty: 3772.768311
	Iteration 55Q: 3 clusters Score -330829.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -330835.218750 Penalty: 3772.768311
	Iteration 56Q: 3 clusters Score -330835.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -330836.781250 Penalty: 3772.768311
	Iteration 57Q: 3 clusters Score -330836.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -330836.781250 Penalty: 3772.768311
	Iteration 58F: 3 clusters Score -330836.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (17829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Entering Unmasked Estep 
Score: -3092135.000000 Penalty: 2427.568359
	Iteration 0F: 2 clusters Score -3092135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -3079386.000000 Penalty: 4855.136719
	Iteration 0F: 3 clusters Score -3079386 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3083508.000000 Penalty: 4855.136719
	Iteration 1F: 3 clusters Score -3083508 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -3083861.250000 Penalty: 4855.136719
	Iteration 2F: 3 clusters Score -3083861 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -3084140.250000 Penalty: 4855.136719
	Iteration 3Q: 3 clusters Score -3084140 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -3084387.250000 Penalty: 4855.136719
	Iteration 4Q: 3 clusters Score -3084387 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3084651.250000 Penalty: 4855.136719
	Iteration 5Q: 3 clusters Score -3084651 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -3084983.750000 Penalty: 4855.136719
	Iteration 6Q: 3 clusters Score -3084984 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -3085380.000000 Penalty: 4855.136719
	Iteration 7Q: 3 clusters Score -3085380 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -3085909.750000 Penalty: 4855.136719
	Iteration 8Q: 3 clusters Score -3085910 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -3086504.250000 Penalty: 4855.136719
	Iteration 9F: 3 clusters Score -3086504 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -3087242.000000 Penalty: 4855.136719
	Iteration 10F: 3 clusters Score -3087242 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3087965.250000 Penalty: 4855.136719
	Iteration 11Q: 3 clusters Score -3087965 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -3088560.000000 Penalty: 4855.136719
	Iteration 12Q: 3 clusters Score -3088560 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -3088918.750000 Penalty: 4855.136719
	Iteration 13Q: 3 clusters Score -3088919 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -3089126.000000 Penalty: 4855.136719
	Iteration 14Q: 3 clusters Score -3089126 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -3089252.750000 Penalty: 4855.136719
	Iteration 15Q: 3 clusters Score -3089253 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -3089324.750000 Penalty: 4855.136719
	Iteration 16Q: 3 clusters Score -3089325 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -3089370.250000 Penalty: 4855.136719
	Iteration 17Q: 3 clusters Score -3089370 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -3089413.750000 Penalty: 4855.136719
	Iteration 18Q: 3 clusters Score -3089414 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3089448.750000 Penalty: 4855.136719
	Iteration 19Q: 3 clusters Score -3089449 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3089476.250000 Penalty: 4855.136719
	Iteration 20F: 3 clusters Score -3089476 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3089512.750000 Penalty: 4855.136719
	Iteration 21Q: 3 clusters Score -3089513 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -3089533.500000 Penalty: 4855.136719
	Iteration 22Q: 3 clusters Score -3089534 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -3089558.500000 Penalty: 4855.136719
	Iteration 23Q: 3 clusters Score -3089558 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3089581.750000 Penalty: 4855.136719
	Iteration 24Q: 3 clusters Score -3089582 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -3089602.000000 Penalty: 4855.136719
	Iteration 25Q: 3 clusters Score -3089602 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -3089614.250000 Penalty: 4855.136719
	Iteration 26Q: 3 clusters Score -3089614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -3089640.750000 Penalty: 4855.136719
	Iteration 27Q: 3 clusters Score -3089641 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -3089665.000000 Penalty: 4855.136719
	Iteration 28Q: 3 clusters Score -3089665 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3089692.250000 Penalty: 4855.136719
	Iteration 29Q: 3 clusters Score -3089692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3089697.500000 Penalty: 4855.136719
	Iteration 30Q: 3 clusters Score -3089698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -3089723.250000 Penalty: 4855.136719
	Iteration 31Q: 3 clusters Score -3089723 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3089736.250000 Penalty: 4855.136719
	Iteration 32Q: 3 clusters Score -3089736 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -3089744.000000 Penalty: 4855.136719
	Iteration 33Q: 3 clusters Score -3089744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3089763.250000 Penalty: 4855.136719
	Iteration 34Q: 3 clusters Score -3089763 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -3089772.500000 Penalty: 4855.136719
	Iteration 35Q: 3 clusters Score -3089772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3089789.500000 Penalty: 4855.136719
	Iteration 36Q: 3 clusters Score -3089790 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3089796.750000 Penalty: 4855.136719
	Iteration 37Q: 3 clusters Score -3089797 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -3089819.500000 Penalty: 4855.136719
	Iteration 38Q: 3 clusters Score -3089820 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -3089827.000000 Penalty: 4855.136719
	Iteration 39Q: 3 clusters Score -3089827 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -3089841.250000 Penalty: 4855.136719
	Iteration 40F: 3 clusters Score -3089841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3089839.250000 Penalty: 4855.136719
	Iteration 41Q: 3 clusters Score -3089839 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -3089851.000000 Penalty: 4855.136719
	Iteration 42Q: 3 clusters Score -3089851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -3089857.250000 Penalty: 4855.136719
	Iteration 43Q: 3 clusters Score -3089857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -3089860.750000 Penalty: 4855.136719
	Iteration 44Q: 3 clusters Score -3089861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3089861.500000 Penalty: 4855.136719
	Iteration 45Q: 3 clusters Score -3089862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3089873.500000 Penalty: 4855.136719
	Iteration 46Q: 3 clusters Score -3089874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -3089883.250000 Penalty: 4855.136719
	Iteration 47Q: 3 clusters Score -3089883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3089882.500000 Penalty: 4855.136719
	Iteration 48Q: 3 clusters Score -3089882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -3089889.750000 Penalty: 4855.136719
	Iteration 49Q: 3 clusters Score -3089890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -3089894.000000 Penalty: 4855.136719
	Iteration 50Q: 3 clusters Score -3089894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -3089901.250000 Penalty: 4855.136719
	Iteration 51Q: 3 clusters Score -3089901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3089901.000000 Penalty: 4855.136719
	Iteration 52Q: 3 clusters Score -3089901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -3089900.000000 Penalty: 4855.136719
	Iteration 53Q: 3 clusters Score -3089900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -3089904.250000 Penalty: 4855.136719
	Iteration 54Q: 3 clusters Score -3089904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -3089907.750000 Penalty: 4855.136719
	Iteration 55Q: 3 clusters Score -3089908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -3089906.000000 Penalty: 4855.136719
	Iteration 56Q: 3 clusters Score -3089906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -3089905.500000 Penalty: 4855.136719
	Iteration 57Q: 3 clusters Score -3089906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -3089906.250000 Penalty: 4855.136719
	Iteration 58Q: 3 clusters Score -3089906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -3089919.000000 Penalty: 4855.136719
	Iteration 59Q: 3 clusters Score -3089919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3089919.750000 Penalty: 4855.136719
	Iteration 60F: 3 clusters Score -3089920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3089922.500000 Penalty: 4855.136719
	Iteration 61Q: 3 clusters Score -3089922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -3089919.500000 Penalty: 4855.136719
	Iteration 62Q: 3 clusters Score -3089920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3089921.500000 Penalty: 4855.136719
	Iteration 63Q: 3 clusters Score -3089922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -3089922.500000 Penalty: 4855.136719
	Iteration 64Q: 3 clusters Score -3089922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3089925.250000 Penalty: 4855.136719
	Iteration 65Q: 3 clusters Score -3089925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3089925.500000 Penalty: 4855.136719
	Iteration 66Q: 3 clusters Score -3089926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3089925.500000 Penalty: 4855.136719
	Iteration 67F: 3 clusters Score -3089926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -229478.093750 Penalty: 1798.333618
	Iteration 0F: 2 clusters Score -229478.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -227301.890625 Penalty: 3596.667236
	Iteration 0F: 3 clusters Score -227301.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -227666.375000 Penalty: 3596.667236
	Iteration 1F: 3 clusters Score -227666.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -227787.437500 Penalty: 3596.667236
	Iteration 2F: 3 clusters Score -227787.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -227852.312500 Penalty: 3596.667236
	Iteration 3Q: 3 clusters Score -227852.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -227906.687500 Penalty: 3596.667236
	Iteration 4Q: 3 clusters Score -227906.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -227978.781250 Penalty: 3596.667236
	Iteration 5Q: 3 clusters Score -227978.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -228054.156250 Penalty: 3596.667236
	Iteration 6Q: 3 clusters Score -228054.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -228102.828125 Penalty: 3596.667236
	Iteration 7Q: 3 clusters Score -228102.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -228136.375000 Penalty: 3596.667236
	Iteration 8Q: 3 clusters Score -228136.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -228154.593750 Penalty: 3596.667236
	Iteration 9Q: 3 clusters Score -228154.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -228170.234375 Penalty: 3596.667236
	Iteration 10Q: 3 clusters Score -228170.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -228180.531250 Penalty: 3596.667236
	Iteration 11Q: 3 clusters Score -228180.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -228194.968750 Penalty: 3596.667236
	Iteration 12Q: 3 clusters Score -228195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -228208.406250 Penalty: 3596.667236
	Iteration 13Q: 3 clusters Score -228208.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -228215.812500 Penalty: 3596.667236
	Iteration 14Q: 3 clusters Score -228215.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -228225.562500 Penalty: 3596.667236
	Iteration 15Q: 3 clusters Score -228225.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -228234.359375 Penalty: 3596.667236
	Iteration 16Q: 3 clusters Score -228234.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -228238.968750 Penalty: 3596.667236
	Iteration 17Q: 3 clusters Score -228239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -228244.718750 Penalty: 3596.667236
	Iteration 18Q: 3 clusters Score -228244.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -228250.109375 Penalty: 3596.667236
	Iteration 19Q: 3 clusters Score -228250.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -228253.593750 Penalty: 3596.667236
	Iteration 20F: 3 clusters Score -228253.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -228255.484375 Penalty: 3596.667236
	Iteration 21Q: 3 clusters Score -228255.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -228261.062500 Penalty: 3596.667236
	Iteration 22Q: 3 clusters Score -228261.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -228267.031250 Penalty: 3596.667236
	Iteration 23Q: 3 clusters Score -228267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -228268.968750 Penalty: 3596.667236
	Iteration 24Q: 3 clusters Score -228269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -228271.265625 Penalty: 3596.667236
	Iteration 25Q: 3 clusters Score -228271.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -228271.265625 Penalty: 3596.667236
	Iteration 26F: 3 clusters Score -228271.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -107630.179688 Penalty: 1629.578979
	Iteration 0F: 2 clusters Score -107630.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -105966.132812 Penalty: 3259.157959
	Iteration 0F: 3 clusters Score -105966.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -106315.515625 Penalty: 3259.157959
	Iteration 1F: 3 clusters Score -106315.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -106475.796875 Penalty: 3259.157959
	Iteration 2F: 3 clusters Score -106475.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -106567.320312 Penalty: 3259.157959
	Iteration 3F: 3 clusters Score -106567.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -106635.726562 Penalty: 3259.157959
	Iteration 4Q: 3 clusters Score -106635.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -106734.367188 Penalty: 3259.157959
	Iteration 5Q: 3 clusters Score -106734.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -106816.281250 Penalty: 3259.157959
	Iteration 6Q: 3 clusters Score -106816.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -106889.531250 Penalty: 3259.157959
	Iteration 7Q: 3 clusters Score -106889.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -106938.398438 Penalty: 3259.157959
	Iteration 8Q: 3 clusters Score -106938.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -106986.867188 Penalty: 3259.157959
	Iteration 9Q: 3 clusters Score -106986.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -107019.531250 Penalty: 3259.157959
	Iteration 10Q: 3 clusters Score -107019.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -107050.468750 Penalty: 3259.157959
	Iteration 11Q: 3 clusters Score -107050.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -107061.304688 Penalty: 3259.157959
	Iteration 12Q: 3 clusters Score -107061.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -107065.765625 Penalty: 3259.157959
	Iteration 13Q: 3 clusters Score -107065.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -107065.765625 Penalty: 3259.157959
	Iteration 14F: 3 clusters Score -107065.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -150311.015625 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -150311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -148427.109375 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -148427.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -148680.734375 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -148680.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -148752.093750 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -148752.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -148782.031250 Penalty: 3377.283447
	Iteration 3Q: 3 clusters Score -148782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -148800.906250 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -148800.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -148811.484375 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -148811.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -148828.484375 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -148828.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -148835.500000 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -148835.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -148841.125000 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -148841.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -148844.937500 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -148844.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -148849.937500 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -148849.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -148854.703125 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -148854.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -148858.328125 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -148858.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -148859.546875 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -148859.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -148862.546875 Penalty: 3377.283447
	Iteration 14Q: 3 clusters Score -148862.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -148864.187500 Penalty: 3377.283447
	Iteration 15Q: 3 clusters Score -148864.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -148865.218750 Penalty: 3377.283447
	Iteration 16Q: 3 clusters Score -148865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -148866.437500 Penalty: 3377.283447
	Iteration 17Q: 3 clusters Score -148866.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -148866.437500 Penalty: 3377.283447
	Iteration 18F: 3 clusters Score -148866.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -74733.492188 Penalty: 1545.647095
	Iteration 0F: 2 clusters Score -74733.49 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 269 members 
Entering Unmasked Estep 
Score: -73298.328125 Penalty: 3091.294189
	Iteration 0F: 3 clusters Score -73298.33 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -73528.054688 Penalty: 3091.294189
	Iteration 1F: 3 clusters Score -73528.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -73623.437500 Penalty: 3091.294189
	Iteration 2F: 3 clusters Score -73623.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73687.851562 Penalty: 3091.294189
	Iteration 3Q: 3 clusters Score -73687.85 nChanged 16
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: -73733.171875 Penalty: 3091.294189
	Iteration 4Q: 3 clusters Score -73733.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73748.750000 Penalty: 3091.294189
	Iteration 5Q: 3 clusters Score -73748.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73805.750000 Penalty: 3091.294189
	Iteration 6Q: 3 clusters Score -73805.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -73839.421875 Penalty: 3091.294189
	Iteration 7Q: 3 clusters Score -73839.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -73849.906250 Penalty: 3091.294189
	Iteration 8Q: 3 clusters Score -73849.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73851.835938 Penalty: 3091.294189
	Iteration 9Q: 3 clusters Score -73851.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73851.835938 Penalty: 3091.294189
	Iteration 10F: 3 clusters Score -73851.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Entering Unmasked Estep 
Score: -1251556.125000 Penalty: 2211.326904
	Iteration 0F: 2 clusters Score -1251556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1245548.125000 Penalty: 4422.653809
	Iteration 0F: 3 clusters Score -1245548 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1247342.875000 Penalty: 4422.653809
	Iteration 1F: 3 clusters Score -1247343 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1247875.500000 Penalty: 4422.653809
	Iteration 2F: 3 clusters Score -1247876 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1248334.625000 Penalty: 4422.653809
	Iteration 3F: 3 clusters Score -1248335 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1248733.875000 Penalty: 4422.653809
	Iteration 4F: 3 clusters Score -1248734 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1249043.000000 Penalty: 4422.653809
	Iteration 5F: 3 clusters Score -1249043 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1249291.375000 Penalty: 4422.653809
	Iteration 6Q: 3 clusters Score -1249291 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1249441.750000 Penalty: 4422.653809
	Iteration 7Q: 3 clusters Score -1249442 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1249536.125000 Penalty: 4422.653809
	Iteration 8Q: 3 clusters Score -1249536 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1249609.625000 Penalty: 4422.653809
	Iteration 9Q: 3 clusters Score -1249610 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1249648.750000 Penalty: 4422.653809
	Iteration 10Q: 3 clusters Score -1249649 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1249671.125000 Penalty: 4422.653809
	Iteration 11Q: 3 clusters Score -1249671 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1249693.500000 Penalty: 4422.653809
	Iteration 12Q: 3 clusters Score -1249694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1249715.125000 Penalty: 4422.653809
	Iteration 13Q: 3 clusters Score -1249715 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1249734.500000 Penalty: 4422.653809
	Iteration 14Q: 3 clusters Score -1249734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1249748.250000 Penalty: 4422.653809
	Iteration 15Q: 3 clusters Score -1249748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1249755.750000 Penalty: 4422.653809
	Iteration 16Q: 3 clusters Score -1249756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1249760.125000 Penalty: 4422.653809
	Iteration 17Q: 3 clusters Score -1249760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1249766.500000 Penalty: 4422.653809
	Iteration 18Q: 3 clusters Score -1249766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1249765.250000 Penalty: 4422.653809
	Iteration 19Q: 3 clusters Score -1249765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1249769.750000 Penalty: 4422.653809
	Iteration 20F: 3 clusters Score -1249770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1249772.875000 Penalty: 4422.653809
	Iteration 21Q: 3 clusters Score -1249773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1249771.875000 Penalty: 4422.653809
	Iteration 22Q: 3 clusters Score -1249772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1249774.000000 Penalty: 4422.653809
	Iteration 23Q: 3 clusters Score -1249774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1249774.000000 Penalty: 4422.653809
	Iteration 24Q: 3 clusters Score -1249774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1249776.250000 Penalty: 4422.653809
	Iteration 25Q: 3 clusters Score -1249776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1249777.500000 Penalty: 4422.653809
	Iteration 26Q: 3 clusters Score -1249778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1249780.750000 Penalty: 4422.653809
	Iteration 27Q: 3 clusters Score -1249781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1249778.000000 Penalty: 4422.653809
	Iteration 28Q: 3 clusters Score -1249778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1249779.750000 Penalty: 4422.653809
	Iteration 29Q: 3 clusters Score -1249780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1249780.375000 Penalty: 4422.653809
	Iteration 30Q: 3 clusters Score -1249780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1249783.125000 Penalty: 4422.653809
	Iteration 31Q: 3 clusters Score -1249783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1249781.375000 Penalty: 4422.653809
	Iteration 32Q: 3 clusters Score -1249781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1249782.250000 Penalty: 4422.653809
	Iteration 33Q: 3 clusters Score -1249782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1249784.875000 Penalty: 4422.653809
	Iteration 34Q: 3 clusters Score -1249785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1249783.750000 Penalty: 4422.653809
	Iteration 35Q: 3 clusters Score -1249784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1249783.750000 Penalty: 4422.653809
	Iteration 36Q: 3 clusters Score -1249784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1249786.750000 Penalty: 4422.653809
	Iteration 37Q: 3 clusters Score -1249787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1249786.750000 Penalty: 4422.653809
	Iteration 38F: 3 clusters Score -1249787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (16831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Entering Unmasked Estep 
Score: -2858390.500000 Penalty: 2413.282471
	Iteration 0F: 2 clusters Score -2858390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2846403.750000 Penalty: 4826.564941
	Iteration 0F: 3 clusters Score -2846404 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2850355.750000 Penalty: 4826.564941
	Iteration 1F: 3 clusters Score -2850356 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2850755.500000 Penalty: 4826.564941
	Iteration 2F: 3 clusters Score -2850756 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2851093.000000 Penalty: 4826.564941
	Iteration 3Q: 3 clusters Score -2851093 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2851423.250000 Penalty: 4826.564941
	Iteration 4Q: 3 clusters Score -2851423 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2851767.750000 Penalty: 4826.564941
	Iteration 5Q: 3 clusters Score -2851768 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2852152.750000 Penalty: 4826.564941
	Iteration 6Q: 3 clusters Score -2852153 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2852573.250000 Penalty: 4826.564941
	Iteration 7Q: 3 clusters Score -2852573 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2853072.000000 Penalty: 4826.564941
	Iteration 8Q: 3 clusters Score -2853072 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2853618.750000 Penalty: 4826.564941
	Iteration 9Q: 3 clusters Score -2853619 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2854114.750000 Penalty: 4826.564941
	Iteration 10Q: 3 clusters Score -2854115 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2854597.500000 Penalty: 4826.564941
	Iteration 11Q: 3 clusters Score -2854598 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2855025.500000 Penalty: 4826.564941
	Iteration 12Q: 3 clusters Score -2855026 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2855370.750000 Penalty: 4826.564941
	Iteration 13Q: 3 clusters Score -2855371 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2855677.750000 Penalty: 4826.564941
	Iteration 14Q: 3 clusters Score -2855678 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2855896.500000 Penalty: 4826.564941
	Iteration 15Q: 3 clusters Score -2855896 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2856091.250000 Penalty: 4826.564941
	Iteration 16Q: 3 clusters Score -2856091 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2856271.750000 Penalty: 4826.564941
	Iteration 17Q: 3 clusters Score -2856272 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2856425.250000 Penalty: 4826.564941
	Iteration 18Q: 3 clusters Score -2856425 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2856532.750000 Penalty: 4826.564941
	Iteration 19Q: 3 clusters Score -2856533 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2856605.000000 Penalty: 4826.564941
	Iteration 20F: 3 clusters Score -2856605 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2856666.500000 Penalty: 4826.564941
	Iteration 21Q: 3 clusters Score -2856666 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2856703.750000 Penalty: 4826.564941
	Iteration 22Q: 3 clusters Score -2856704 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2856730.250000 Penalty: 4826.564941
	Iteration 23Q: 3 clusters Score -2856730 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2856757.000000 Penalty: 4826.564941
	Iteration 24Q: 3 clusters Score -2856757 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2856782.250000 Penalty: 4826.564941
	Iteration 25Q: 3 clusters Score -2856782 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2856809.000000 Penalty: 4826.564941
	Iteration 26Q: 3 clusters Score -2856809 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2856825.250000 Penalty: 4826.564941
	Iteration 27Q: 3 clusters Score -2856825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2856842.250000 Penalty: 4826.564941
	Iteration 28Q: 3 clusters Score -2856842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2856853.250000 Penalty: 4826.564941
	Iteration 29Q: 3 clusters Score -2856853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2856857.000000 Penalty: 4826.564941
	Iteration 30Q: 3 clusters Score -2856857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2856872.750000 Penalty: 4826.564941
	Iteration 31Q: 3 clusters Score -2856873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2856877.250000 Penalty: 4826.564941
	Iteration 32Q: 3 clusters Score -2856877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2856896.500000 Penalty: 4826.564941
	Iteration 33Q: 3 clusters Score -2856896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -2856903.250000 Penalty: 4826.564941
	Iteration 34Q: 3 clusters Score -2856903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2856909.000000 Penalty: 4826.564941
	Iteration 35Q: 3 clusters Score -2856909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2856916.000000 Penalty: 4826.564941
	Iteration 36Q: 3 clusters Score -2856916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2856919.500000 Penalty: 4826.564941
	Iteration 37Q: 3 clusters Score -2856920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2856926.500000 Penalty: 4826.564941
	Iteration 38Q: 3 clusters Score -2856926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2856924.500000 Penalty: 4826.564941
	Iteration 39Q: 3 clusters Score -2856924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2856930.000000 Penalty: 4826.564941
	Iteration 40F: 3 clusters Score -2856930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2856929.750000 Penalty: 4826.564941
	Iteration 41Q: 3 clusters Score -2856930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2856934.250000 Penalty: 4826.564941
	Iteration 42Q: 3 clusters Score -2856934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2856933.750000 Penalty: 4826.564941
	Iteration 43Q: 3 clusters Score -2856934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2856938.500000 Penalty: 4826.564941
	Iteration 44Q: 3 clusters Score -2856938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2856938.750000 Penalty: 4826.564941
	Iteration 45Q: 3 clusters Score -2856939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2856940.250000 Penalty: 4826.564941
	Iteration 46Q: 3 clusters Score -2856940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2856950.250000 Penalty: 4826.564941
	Iteration 47Q: 3 clusters Score -2856950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2856958.250000 Penalty: 4826.564941
	Iteration 48Q: 3 clusters Score -2856958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2856966.500000 Penalty: 4826.564941
	Iteration 49Q: 3 clusters Score -2856966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2856966.250000 Penalty: 4826.564941
	Iteration 50Q: 3 clusters Score -2856966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2856969.250000 Penalty: 4826.564941
	Iteration 51Q: 3 clusters Score -2856969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2856971.750000 Penalty: 4826.564941
	Iteration 52Q: 3 clusters Score -2856972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2856971.750000 Penalty: 4826.564941
	Iteration 53Q: 3 clusters Score -2856972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2856977.750000 Penalty: 4826.564941
	Iteration 54Q: 3 clusters Score -2856978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2856977.750000 Penalty: 4826.564941
	Iteration 55Q: 3 clusters Score -2856978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2856975.000000 Penalty: 4826.564941
	Iteration 56Q: 3 clusters Score -2856975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2856984.500000 Penalty: 4826.564941
	Iteration 57Q: 3 clusters Score -2856984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2856983.500000 Penalty: 4826.564941
	Iteration 58Q: 3 clusters Score -2856984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2856985.000000 Penalty: 4826.564941
	Iteration 59Q: 3 clusters Score -2856985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2856986.000000 Penalty: 4826.564941
	Iteration 60F: 3 clusters Score -2856986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2856992.750000 Penalty: 4826.564941
	Iteration 61Q: 3 clusters Score -2856993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2856995.750000 Penalty: 4826.564941
	Iteration 62Q: 3 clusters Score -2856996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2856998.750000 Penalty: 4826.564941
	Iteration 63Q: 3 clusters Score -2856999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2857002.000000 Penalty: 4826.564941
	Iteration 64Q: 3 clusters Score -2857002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2857007.750000 Penalty: 4826.564941
	Iteration 65Q: 3 clusters Score -2857008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2857016.750000 Penalty: 4826.564941
	Iteration 66Q: 3 clusters Score -2857017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2857020.250000 Penalty: 4826.564941
	Iteration 67Q: 3 clusters Score -2857020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2857026.250000 Penalty: 4826.564941
	Iteration 68Q: 3 clusters Score -2857026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2857029.500000 Penalty: 4826.564941
	Iteration 69Q: 3 clusters Score -2857030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2857037.000000 Penalty: 4826.564941
	Iteration 70Q: 3 clusters Score -2857037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2857036.000000 Penalty: 4826.564941
	Iteration 71Q: 3 clusters Score -2857036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2857039.750000 Penalty: 4826.564941
	Iteration 72Q: 3 clusters Score -2857040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2857041.500000 Penalty: 4826.564941
	Iteration 73Q: 3 clusters Score -2857042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2857052.750000 Penalty: 4826.564941
	Iteration 74Q: 3 clusters Score -2857053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2857055.750000 Penalty: 4826.564941
	Iteration 75Q: 3 clusters Score -2857056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2857060.500000 Penalty: 4826.564941
	Iteration 76Q: 3 clusters Score -2857060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2857062.000000 Penalty: 4826.564941
	Iteration 77Q: 3 clusters Score -2857062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2857065.000000 Penalty: 4826.564941
	Iteration 78Q: 3 clusters Score -2857065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2857076.750000 Penalty: 4826.564941
	Iteration 79Q: 3 clusters Score -2857077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2857081.000000 Penalty: 4826.564941
	Iteration 80F: 3 clusters Score -2857081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2857078.750000 Penalty: 4826.564941
	Iteration 81Q: 3 clusters Score -2857079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2857093.500000 Penalty: 4826.564941
	Iteration 82Q: 3 clusters Score -2857094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2857094.000000 Penalty: 4826.564941
	Iteration 83Q: 3 clusters Score -2857094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2857098.000000 Penalty: 4826.564941
	Iteration 84Q: 3 clusters Score -2857098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2857098.750000 Penalty: 4826.564941
	Iteration 85Q: 3 clusters Score -2857099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2857105.500000 Penalty: 4826.564941
	Iteration 86Q: 3 clusters Score -2857106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2857110.000000 Penalty: 4826.564941
	Iteration 87Q: 3 clusters Score -2857110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2857110.250000 Penalty: 4826.564941
	Iteration 88Q: 3 clusters Score -2857110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2857110.000000 Penalty: 4826.564941
	Iteration 89Q: 3 clusters Score -2857110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2857108.000000 Penalty: 4826.564941
	Iteration 90Q: 3 clusters Score -2857108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2857110.500000 Penalty: 4826.564941
	Iteration 91Q: 3 clusters Score -2857110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2857111.750000 Penalty: 4826.564941
	Iteration 92Q: 3 clusters Score -2857112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2857112.250000 Penalty: 4826.564941
	Iteration 93Q: 3 clusters Score -2857112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2857109.250000 Penalty: 4826.564941
	Iteration 94Q: 3 clusters Score -2857109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2857109.250000 Penalty: 4826.564941
	Iteration 95F: 3 clusters Score -2857109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Entering Unmasked Estep 
Score: -1035411.562500 Penalty: 2151.962646
	Iteration 0F: 2 clusters Score -1035412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1030381.812500 Penalty: 4303.925293
	Iteration 0F: 3 clusters Score -1030382 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1031613.812500 Penalty: 4303.925293
	Iteration 1F: 3 clusters Score -1031614 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1031788.187500 Penalty: 4303.925293
	Iteration 2F: 3 clusters Score -1031788 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1031926.625000 Penalty: 4303.925293
	Iteration 3Q: 3 clusters Score -1031927 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1032047.062500 Penalty: 4303.925293
	Iteration 4Q: 3 clusters Score -1032047 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1032140.375000 Penalty: 4303.925293
	Iteration 5Q: 3 clusters Score -1032140 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1032238.312500 Penalty: 4303.925293
	Iteration 6Q: 3 clusters Score -1032238 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1032324.562500 Penalty: 4303.925293
	Iteration 7Q: 3 clusters Score -1032325 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1032420.937500 Penalty: 4303.925293
	Iteration 8Q: 3 clusters Score -1032421 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1032506.687500 Penalty: 4303.925293
	Iteration 9Q: 3 clusters Score -1032507 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1032588.687500 Penalty: 4303.925293
	Iteration 10Q: 3 clusters Score -1032589 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1032676.875000 Penalty: 4303.925293
	Iteration 11Q: 3 clusters Score -1032677 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1032757.250000 Penalty: 4303.925293
	Iteration 12Q: 3 clusters Score -1032757 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1032822.125000 Penalty: 4303.925293
	Iteration 13Q: 3 clusters Score -1032822 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1032899.000000 Penalty: 4303.925293
	Iteration 14Q: 3 clusters Score -1032899 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1032958.750000 Penalty: 4303.925293
	Iteration 15Q: 3 clusters Score -1032959 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1033013.375000 Penalty: 4303.925293
	Iteration 16Q: 3 clusters Score -1033013 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1033071.687500 Penalty: 4303.925293
	Iteration 17Q: 3 clusters Score -1033072 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1033122.875000 Penalty: 4303.925293
	Iteration 18Q: 3 clusters Score -1033123 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1033172.437500 Penalty: 4303.925293
	Iteration 19Q: 3 clusters Score -1033172 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1033237.500000 Penalty: 4303.925293
	Iteration 20F: 3 clusters Score -1033238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1033284.125000 Penalty: 4303.925293
	Iteration 21Q: 3 clusters Score -1033284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1033328.875000 Penalty: 4303.925293
	Iteration 22Q: 3 clusters Score -1033329 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1033364.625000 Penalty: 4303.925293
	Iteration 23Q: 3 clusters Score -1033365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1033387.312500 Penalty: 4303.925293
	Iteration 24Q: 3 clusters Score -1033387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1033401.375000 Penalty: 4303.925293
	Iteration 25Q: 3 clusters Score -1033401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1033416.687500 Penalty: 4303.925293
	Iteration 26Q: 3 clusters Score -1033417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1033425.687500 Penalty: 4303.925293
	Iteration 27Q: 3 clusters Score -1033426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1033433.187500 Penalty: 4303.925293
	Iteration 28Q: 3 clusters Score -1033433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1033441.250000 Penalty: 4303.925293
	Iteration 29Q: 3 clusters Score -1033441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1033454.312500 Penalty: 4303.925293
	Iteration 30Q: 3 clusters Score -1033454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1033467.187500 Penalty: 4303.925293
	Iteration 31Q: 3 clusters Score -1033467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1033482.500000 Penalty: 4303.925293
	Iteration 32Q: 3 clusters Score -1033482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1033493.562500 Penalty: 4303.925293
	Iteration 33Q: 3 clusters Score -1033494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1033497.875000 Penalty: 4303.925293
	Iteration 34Q: 3 clusters Score -1033498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1033503.312500 Penalty: 4303.925293
	Iteration 35Q: 3 clusters Score -1033503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1033510.062500 Penalty: 4303.925293
	Iteration 36Q: 3 clusters Score -1033510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1033515.500000 Penalty: 4303.925293
	Iteration 37Q: 3 clusters Score -1033516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1033519.125000 Penalty: 4303.925293
	Iteration 38Q: 3 clusters Score -1033519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1033528.750000 Penalty: 4303.925293
	Iteration 39Q: 3 clusters Score -1033529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1033538.562500 Penalty: 4303.925293
	Iteration 40F: 3 clusters Score -1033539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1033544.125000 Penalty: 4303.925293
	Iteration 41Q: 3 clusters Score -1033544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1033549.750000 Penalty: 4303.925293
	Iteration 42Q: 3 clusters Score -1033550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1033552.250000 Penalty: 4303.925293
	Iteration 43Q: 3 clusters Score -1033552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1033554.875000 Penalty: 4303.925293
	Iteration 44Q: 3 clusters Score -1033555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1033559.437500 Penalty: 4303.925293
	Iteration 45Q: 3 clusters Score -1033559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1033559.812500 Penalty: 4303.925293
	Iteration 46Q: 3 clusters Score -1033560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1033559.812500 Penalty: 4303.925293
	Iteration 47F: 3 clusters Score -1033560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Entering Unmasked Estep 
Score: -251804.609375 Penalty: 1816.636963
	Iteration 0F: 2 clusters Score -251804.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -249499.640625 Penalty: 3633.273926
	Iteration 0F: 3 clusters Score -249499.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -249865.625000 Penalty: 3633.273926
	Iteration 1F: 3 clusters Score -249865.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -249972.312500 Penalty: 3633.273926
	Iteration 2F: 3 clusters Score -249972.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -250032.390625 Penalty: 3633.273926
	Iteration 3Q: 3 clusters Score -250032.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -250065.765625 Penalty: 3633.273926
	Iteration 4Q: 3 clusters Score -250065.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -250083.156250 Penalty: 3633.273926
	Iteration 5Q: 3 clusters Score -250083.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -250093.875000 Penalty: 3633.273926
	Iteration 6Q: 3 clusters Score -250093.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -250103.859375 Penalty: 3633.273926
	Iteration 7Q: 3 clusters Score -250103.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -250113.031250 Penalty: 3633.273926
	Iteration 8Q: 3 clusters Score -250113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -250124.406250 Penalty: 3633.273926
	Iteration 9Q: 3 clusters Score -250124.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -250130.125000 Penalty: 3633.273926
	Iteration 10Q: 3 clusters Score -250130.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -250133.625000 Penalty: 3633.273926
	Iteration 11Q: 3 clusters Score -250133.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -250137.218750 Penalty: 3633.273926
	Iteration 12Q: 3 clusters Score -250137.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -250146.703125 Penalty: 3633.273926
	Iteration 13Q: 3 clusters Score -250146.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -250155.406250 Penalty: 3633.273926
	Iteration 14Q: 3 clusters Score -250155.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -250161.562500 Penalty: 3633.273926
	Iteration 15Q: 3 clusters Score -250161.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -250168.328125 Penalty: 3633.273926
	Iteration 16Q: 3 clusters Score -250168.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -250174.140625 Penalty: 3633.273926
	Iteration 17Q: 3 clusters Score -250174.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -250177.703125 Penalty: 3633.273926
	Iteration 18Q: 3 clusters Score -250177.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -250179.890625 Penalty: 3633.273926
	Iteration 19Q: 3 clusters Score -250179.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -250181.765625 Penalty: 3633.273926
	Iteration 20F: 3 clusters Score -250181.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -250189.359375 Penalty: 3633.273926
	Iteration 21Q: 3 clusters Score -250189.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -250197.656250 Penalty: 3633.273926
	Iteration 22Q: 3 clusters Score -250197.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -250208.953125 Penalty: 3633.273926
	Iteration 23Q: 3 clusters Score -250209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -250219.328125 Penalty: 3633.273926
	Iteration 24Q: 3 clusters Score -250219.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -250224.656250 Penalty: 3633.273926
	Iteration 25Q: 3 clusters Score -250224.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -250230.562500 Penalty: 3633.273926
	Iteration 26Q: 3 clusters Score -250230.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -250234.343750 Penalty: 3633.273926
	Iteration 27Q: 3 clusters Score -250234.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -250234.593750 Penalty: 3633.273926
	Iteration 28Q: 3 clusters Score -250234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -250236.656250 Penalty: 3633.273926
	Iteration 29Q: 3 clusters Score -250236.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -250237.234375 Penalty: 3633.273926
	Iteration 30Q: 3 clusters Score -250237.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -250237.234375 Penalty: 3633.273926
	Iteration 31F: 3 clusters Score -250237.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 34775 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60716 members 
Mstep: Class 5 contains 33512 members 
Mstep: Class 6 contains 5965 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31230 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6508 members 
Mstep: Class 12 contains 33401 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10336 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62151 members 
Mstep: Class 18 contains 4905 members 
Mstep: Class 19 contains 13731 members 
Mstep: Class 20 contains 75224 members 
Mstep: Class 21 contains 17593 members 
Mstep: Class 22 contains 20140 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11625 members 
Mstep: Class 32 contains 12544 members 
Mstep: Class 33 contains 5468 members 
Mstep: Class 34 contains 52946 members 
Mstep: Class 35 contains 11731 members 
Mstep: Class 36 contains 4402 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52616 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17829 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 714 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16831 members 
Mstep: Class 48 contains 5868 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056048.000000 Penalty: 163572.531250
Iteration 399Q: 50 clusters Score -1.15056e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 34772 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60730 members 
Mstep: Class 5 contains 33511 members 
Mstep: Class 6 contains 5968 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31232 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6507 members 
Mstep: Class 12 contains 33405 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62134 members 
Mstep: Class 18 contains 4905 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75220 members 
Mstep: Class 21 contains 17592 members 
Mstep: Class 22 contains 20131 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11624 members 
Mstep: Class 32 contains 12549 members 
Mstep: Class 33 contains 5476 members 
Mstep: Class 34 contains 52955 members 
Mstep: Class 35 contains 11733 members 
Mstep: Class 36 contains 4403 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52616 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17835 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 714 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16833 members 
Mstep: Class 48 contains 5868 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056040.000000 Penalty: 163572.531250
Iteration 400F: 50 clusters Score -1.15056e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 34772 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60734 members 
Mstep: Class 5 contains 33511 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31232 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6507 members 
Mstep: Class 12 contains 33408 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10334 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62124 members 
Mstep: Class 18 contains 4906 members 
Mstep: Class 19 contains 13728 members 
Mstep: Class 20 contains 75220 members 
Mstep: Class 21 contains 17589 members 
Mstep: Class 22 contains 20122 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11623 members 
Mstep: Class 32 contains 12553 members 
Mstep: Class 33 contains 5487 members 
Mstep: Class 34 contains 52955 members 
Mstep: Class 35 contains 11737 members 
Mstep: Class 36 contains 4403 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52616 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17848 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 714 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16832 members 
Mstep: Class 48 contains 5869 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056008.000000 Penalty: 163572.531250
Iteration 401Q: 50 clusters Score -1.15056e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 34774 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60741 members 
Mstep: Class 5 contains 33511 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31232 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6506 members 
Mstep: Class 12 contains 33410 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10334 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62122 members 
Mstep: Class 18 contains 4906 members 
Mstep: Class 19 contains 13726 members 
Mstep: Class 20 contains 75221 members 
Mstep: Class 21 contains 17590 members 
Mstep: Class 22 contains 20119 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11621 members 
Mstep: Class 32 contains 12562 members 
Mstep: Class 33 contains 5497 members 
Mstep: Class 34 contains 52950 members 
Mstep: Class 35 contains 11736 members 
Mstep: Class 36 contains 4405 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52614 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17849 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 715 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16830 members 
Mstep: Class 48 contains 5871 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055912.000000 Penalty: 163572.531250
Iteration 402Q: 50 clusters Score -1.150559e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 34772 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60743 members 
Mstep: Class 5 contains 33510 members 
Mstep: Class 6 contains 5978 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31230 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6505 members 
Mstep: Class 12 contains 33413 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10334 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62121 members 
Mstep: Class 18 contains 4906 members 
Mstep: Class 19 contains 13726 members 
Mstep: Class 20 contains 75220 members 
Mstep: Class 21 contains 17593 members 
Mstep: Class 22 contains 20112 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11617 members 
Mstep: Class 32 contains 12565 members 
Mstep: Class 33 contains 5506 members 
Mstep: Class 34 contains 52952 members 
Mstep: Class 35 contains 11736 members 
Mstep: Class 36 contains 4404 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52612 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17853 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 715 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7456 members 
Mstep: Class 47 contains 16830 members 
Mstep: Class 48 contains 5872 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056016.000000 Penalty: 163572.531250
Iteration 403Q: 50 clusters Score -1.15056e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 34774 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60746 members 
Mstep: Class 5 contains 33509 members 
Mstep: Class 6 contains 5979 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31231 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6505 members 
Mstep: Class 12 contains 33415 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10334 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62127 members 
Mstep: Class 18 contains 4906 members 
Mstep: Class 19 contains 13724 members 
Mstep: Class 20 contains 75215 members 
Mstep: Class 21 contains 17594 members 
Mstep: Class 22 contains 20105 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12346 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11614 members 
Mstep: Class 32 contains 12569 members 
Mstep: Class 33 contains 5519 members 
Mstep: Class 34 contains 52952 members 
Mstep: Class 35 contains 11738 members 
Mstep: Class 36 contains 4403 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52612 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17853 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 715 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16830 members 
Mstep: Class 48 contains 5873 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056088.000000 Penalty: 163572.531250
Iteration 404Q: 50 clusters Score -1.150561e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 34770 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60753 members 
Mstep: Class 5 contains 33508 members 
Mstep: Class 6 contains 5982 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31231 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6505 members 
Mstep: Class 12 contains 33420 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10334 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62120 members 
Mstep: Class 18 contains 4906 members 
Mstep: Class 19 contains 13722 members 
Mstep: Class 20 contains 75212 members 
Mstep: Class 21 contains 17596 members 
Mstep: Class 22 contains 20099 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12345 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11612 members 
Mstep: Class 32 contains 12574 members 
Mstep: Class 33 contains 5526 members 
Mstep: Class 34 contains 52951 members 
Mstep: Class 35 contains 11739 members 
Mstep: Class 36 contains 4403 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52611 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17853 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 715 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16829 members 
Mstep: Class 48 contains 5873 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056104.000000 Penalty: 163572.531250
Iteration 405Q: 50 clusters Score -1.150561e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 34771 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60757 members 
Mstep: Class 5 contains 33507 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31231 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6505 members 
Mstep: Class 12 contains 33422 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10334 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62120 members 
Mstep: Class 18 contains 4906 members 
Mstep: Class 19 contains 13720 members 
Mstep: Class 20 contains 75209 members 
Mstep: Class 21 contains 17598 members 
Mstep: Class 22 contains 20095 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3522 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12346 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11613 members 
Mstep: Class 32 contains 12580 members 
Mstep: Class 33 contains 5530 members 
Mstep: Class 34 contains 52947 members 
Mstep: Class 35 contains 11740 members 
Mstep: Class 36 contains 4404 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52612 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17853 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 715 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16830 members 
Mstep: Class 48 contains 5873 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056144.000000 Penalty: 163572.531250
Iteration 406Q: 50 clusters Score -1.150561e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60761 members 
Mstep: Class 5 contains 33506 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31231 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6504 members 
Mstep: Class 12 contains 33426 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10334 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62118 members 
Mstep: Class 18 contains 4906 members 
Mstep: Class 19 contains 13718 members 
Mstep: Class 20 contains 75209 members 
Mstep: Class 21 contains 17599 members 
Mstep: Class 22 contains 20099 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3522 members 
Mstep: Class 26 contains 6460 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12347 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11613 members 
Mstep: Class 32 contains 12584 members 
Mstep: Class 33 contains 5536 members 
Mstep: Class 34 contains 52942 members 
Mstep: Class 35 contains 11742 members 
Mstep: Class 36 contains 4404 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52611 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17853 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 715 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16830 members 
Mstep: Class 48 contains 5873 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056176.000000 Penalty: 163572.531250
Iteration 407Q: 50 clusters Score -1.150562e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 34763 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60766 members 
Mstep: Class 5 contains 33508 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31231 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6504 members 
Mstep: Class 12 contains 33427 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10334 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62117 members 
Mstep: Class 18 contains 4906 members 
Mstep: Class 19 contains 13718 members 
Mstep: Class 20 contains 75209 members 
Mstep: Class 21 contains 17600 members 
Mstep: Class 22 contains 20099 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3522 members 
Mstep: Class 26 contains 6460 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12347 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11613 members 
Mstep: Class 32 contains 12585 members 
Mstep: Class 33 contains 5539 members 
Mstep: Class 34 contains 52941 members 
Mstep: Class 35 contains 11742 members 
Mstep: Class 36 contains 4404 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52611 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17853 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 715 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7456 members 
Mstep: Class 47 contains 16829 members 
Mstep: Class 48 contains 5873 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056128.000000 Penalty: 163572.531250
Iteration 408Q: 50 clusters Score -1.150561e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 34763 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60769 members 
Mstep: Class 5 contains 33508 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31233 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6504 members 
Mstep: Class 12 contains 33430 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10334 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62118 members 
Mstep: Class 18 contains 4906 members 
Mstep: Class 19 contains 13719 members 
Mstep: Class 20 contains 75207 members 
Mstep: Class 21 contains 17601 members 
Mstep: Class 22 contains 20098 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3522 members 
Mstep: Class 26 contains 6460 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12347 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11613 members 
Mstep: Class 32 contains 12586 members 
Mstep: Class 33 contains 5539 members 
Mstep: Class 34 contains 52937 members 
Mstep: Class 35 contains 11745 members 
Mstep: Class 36 contains 4403 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17853 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16829 members 
Mstep: Class 48 contains 5873 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056080.000000 Penalty: 163572.531250
Iteration 409Q: 50 clusters Score -1.150561e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 34763 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60772 members 
Mstep: Class 5 contains 33508 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31233 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6504 members 
Mstep: Class 12 contains 33429 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10334 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62119 members 
Mstep: Class 18 contains 4906 members 
Mstep: Class 19 contains 13718 members 
Mstep: Class 20 contains 75209 members 
Mstep: Class 21 contains 17602 members 
Mstep: Class 22 contains 20095 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3522 members 
Mstep: Class 26 contains 6461 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12347 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11613 members 
Mstep: Class 32 contains 12588 members 
Mstep: Class 33 contains 5543 members 
Mstep: Class 34 contains 52936 members 
Mstep: Class 35 contains 11745 members 
Mstep: Class 36 contains 4403 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17853 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16829 members 
Mstep: Class 48 contains 5874 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056056.000000 Penalty: 163572.531250
Iteration 410Q: 50 clusters Score -1.150561e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 34765 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60776 members 
Mstep: Class 5 contains 33509 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31233 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6504 members 
Mstep: Class 12 contains 33429 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10334 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62117 members 
Mstep: Class 18 contains 4907 members 
Mstep: Class 19 contains 13718 members 
Mstep: Class 20 contains 75206 members 
Mstep: Class 21 contains 17604 members 
Mstep: Class 22 contains 20092 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3522 members 
Mstep: Class 26 contains 6462 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12346 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11611 members 
Mstep: Class 32 contains 12591 members 
Mstep: Class 33 contains 5546 members 
Mstep: Class 34 contains 52935 members 
Mstep: Class 35 contains 11745 members 
Mstep: Class 36 contains 4403 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17853 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16829 members 
Mstep: Class 48 contains 5874 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056000.000000 Penalty: 163572.531250
Iteration 411Q: 50 clusters Score -1.15056e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 34767 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60787 members 
Mstep: Class 5 contains 33509 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31233 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6504 members 
Mstep: Class 12 contains 33430 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10334 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62107 members 
Mstep: Class 18 contains 4908 members 
Mstep: Class 19 contains 13718 members 
Mstep: Class 20 contains 75206 members 
Mstep: Class 21 contains 17605 members 
Mstep: Class 22 contains 20092 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3522 members 
Mstep: Class 26 contains 6462 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12344 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11610 members 
Mstep: Class 32 contains 12593 members 
Mstep: Class 33 contains 5547 members 
Mstep: Class 34 contains 52934 members 
Mstep: Class 35 contains 11743 members 
Mstep: Class 36 contains 4403 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17854 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16829 members 
Mstep: Class 48 contains 5874 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056120.000000 Penalty: 163572.531250
Iteration 412Q: 50 clusters Score -1.150561e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 34768 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60795 members 
Mstep: Class 5 contains 33509 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31235 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6504 members 
Mstep: Class 12 contains 33430 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62096 members 
Mstep: Class 18 contains 4909 members 
Mstep: Class 19 contains 13718 members 
Mstep: Class 20 contains 75206 members 
Mstep: Class 21 contains 17605 members 
Mstep: Class 22 contains 20093 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3522 members 
Mstep: Class 26 contains 6462 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12341 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11609 members 
Mstep: Class 32 contains 12595 members 
Mstep: Class 33 contains 5547 members 
Mstep: Class 34 contains 52936 members 
Mstep: Class 35 contains 11742 members 
Mstep: Class 36 contains 4403 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52611 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17856 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16828 members 
Mstep: Class 48 contains 5875 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056160.000000 Penalty: 163572.531250
Iteration 413Q: 50 clusters Score -1.150562e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 34768 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60800 members 
Mstep: Class 5 contains 33509 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31235 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6503 members 
Mstep: Class 12 contains 33432 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62090 members 
Mstep: Class 18 contains 4909 members 
Mstep: Class 19 contains 13718 members 
Mstep: Class 20 contains 75205 members 
Mstep: Class 21 contains 17605 members 
Mstep: Class 22 contains 20094 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3522 members 
Mstep: Class 26 contains 6461 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12340 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11609 members 
Mstep: Class 32 contains 12595 members 
Mstep: Class 33 contains 5548 members 
Mstep: Class 34 contains 52940 members 
Mstep: Class 35 contains 11743 members 
Mstep: Class 36 contains 4403 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17858 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16827 members 
Mstep: Class 48 contains 5876 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056152.000000 Penalty: 163572.531250
Iteration 414Q: 50 clusters Score -1.150562e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60809 members 
Mstep: Class 5 contains 33509 members 
Mstep: Class 6 contains 5987 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31236 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 33432 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62082 members 
Mstep: Class 18 contains 4909 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75206 members 
Mstep: Class 21 contains 17606 members 
Mstep: Class 22 contains 20095 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3522 members 
Mstep: Class 26 contains 6461 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12340 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11608 members 
Mstep: Class 32 contains 12597 members 
Mstep: Class 33 contains 5548 members 
Mstep: Class 34 contains 52940 members 
Mstep: Class 35 contains 11744 members 
Mstep: Class 36 contains 4404 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17860 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16827 members 
Mstep: Class 48 contains 5877 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056104.000000 Penalty: 163572.531250
Iteration 415Q: 50 clusters Score -1.150561e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 34765 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60816 members 
Mstep: Class 5 contains 33509 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31237 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 33432 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62077 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 13718 members 
Mstep: Class 20 contains 75204 members 
Mstep: Class 21 contains 17604 members 
Mstep: Class 22 contains 20093 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3522 members 
Mstep: Class 26 contains 6461 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12340 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11610 members 
Mstep: Class 32 contains 12600 members 
Mstep: Class 33 contains 5548 members 
Mstep: Class 34 contains 52942 members 
Mstep: Class 35 contains 11743 members 
Mstep: Class 36 contains 4405 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17862 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16827 members 
Mstep: Class 48 contains 5877 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056096.000000 Penalty: 163572.531250
Iteration 416Q: 50 clusters Score -1.150561e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 34760 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60823 members 
Mstep: Class 5 contains 33509 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31239 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 33433 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62070 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75204 members 
Mstep: Class 21 contains 17607 members 
Mstep: Class 22 contains 20094 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3522 members 
Mstep: Class 26 contains 6461 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12339 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11610 members 
Mstep: Class 32 contains 12605 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 52937 members 
Mstep: Class 35 contains 11744 members 
Mstep: Class 36 contains 4404 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17865 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16826 members 
Mstep: Class 48 contains 5877 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056112.000000 Penalty: 163572.531250
Iteration 417Q: 50 clusters Score -1.150561e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 34759 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60831 members 
Mstep: Class 5 contains 33509 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31240 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 33433 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62065 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75204 members 
Mstep: Class 21 contains 17608 members 
Mstep: Class 22 contains 20095 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3522 members 
Mstep: Class 26 contains 6461 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12338 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11608 members 
Mstep: Class 32 contains 12609 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 52934 members 
Mstep: Class 35 contains 11744 members 
Mstep: Class 36 contains 4403 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52611 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17867 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16825 members 
Mstep: Class 48 contains 5877 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056112.000000 Penalty: 163572.531250
Iteration 418Q: 50 clusters Score -1.150561e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 34758 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60835 members 
Mstep: Class 5 contains 33509 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31240 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 33434 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62058 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75202 members 
Mstep: Class 21 contains 17608 members 
Mstep: Class 22 contains 20095 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3522 members 
Mstep: Class 26 contains 6461 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12339 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11606 members 
Mstep: Class 32 contains 12610 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 52933 members 
Mstep: Class 35 contains 11744 members 
Mstep: Class 36 contains 4404 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52612 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17875 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16826 members 
Mstep: Class 48 contains 5877 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056096.000000 Penalty: 163572.531250
Iteration 419Q: 50 clusters Score -1.150561e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 34761 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60840 members 
Mstep: Class 5 contains 33509 members 
Mstep: Class 6 contains 5989 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31238 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 33434 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62053 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75200 members 
Mstep: Class 21 contains 17608 members 
Mstep: Class 22 contains 20094 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6461 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12339 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11606 members 
Mstep: Class 32 contains 12613 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 52934 members 
Mstep: Class 35 contains 11745 members 
Mstep: Class 36 contains 4406 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52611 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17879 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16826 members 
Mstep: Class 48 contains 5877 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056136.000000 Penalty: 163572.531250
Iteration 420F: 50 clusters Score -1.150561e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 34764 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60842 members 
Mstep: Class 5 contains 33509 members 
Mstep: Class 6 contains 5991 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31238 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 33434 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62056 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75200 members 
Mstep: Class 21 contains 17609 members 
Mstep: Class 22 contains 20092 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6462 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12339 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11604 members 
Mstep: Class 32 contains 12619 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 52933 members 
Mstep: Class 35 contains 11746 members 
Mstep: Class 36 contains 4407 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17880 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16825 members 
Mstep: Class 48 contains 5877 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056200.000000 Penalty: 163572.531250
Iteration 421Q: 50 clusters Score -1.150562e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 34772 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60845 members 
Mstep: Class 5 contains 33508 members 
Mstep: Class 6 contains 5991 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31238 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 33435 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10336 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62066 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75195 members 
Mstep: Class 21 contains 17609 members 
Mstep: Class 22 contains 20090 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6462 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12338 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11602 members 
Mstep: Class 32 contains 12624 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 52934 members 
Mstep: Class 35 contains 11744 members 
Mstep: Class 36 contains 4408 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52609 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17879 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16824 members 
Mstep: Class 48 contains 5877 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056096.000000 Penalty: 163572.531250
Iteration 422Q: 50 clusters Score -1.150561e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 34779 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60854 members 
Mstep: Class 5 contains 33509 members 
Mstep: Class 6 contains 5992 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31238 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 33435 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10336 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62064 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75190 members 
Mstep: Class 21 contains 17612 members 
Mstep: Class 22 contains 20088 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6462 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12339 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11603 members 
Mstep: Class 32 contains 12629 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 52934 members 
Mstep: Class 35 contains 11743 members 
Mstep: Class 36 contains 4408 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17878 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16822 members 
Mstep: Class 48 contains 5877 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056232.000000 Penalty: 163572.531250
Iteration 423Q: 50 clusters Score -1.150562e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 34783 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60863 members 
Mstep: Class 5 contains 33508 members 
Mstep: Class 6 contains 5992 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31239 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 33436 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10336 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62058 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75188 members 
Mstep: Class 21 contains 17613 members 
Mstep: Class 22 contains 20087 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6462 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12338 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11603 members 
Mstep: Class 32 contains 12634 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 52935 members 
Mstep: Class 35 contains 11743 members 
Mstep: Class 36 contains 4408 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17879 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16820 members 
Mstep: Class 48 contains 5877 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056120.000000 Penalty: 163572.531250
Iteration 424Q: 50 clusters Score -1.150561e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 34784 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60872 members 
Mstep: Class 5 contains 33509 members 
Mstep: Class 6 contains 5992 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31240 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 33435 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10336 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62051 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75188 members 
Mstep: Class 21 contains 17616 members 
Mstep: Class 22 contains 20085 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6462 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12338 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11601 members 
Mstep: Class 32 contains 12638 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 52933 members 
Mstep: Class 35 contains 11743 members 
Mstep: Class 36 contains 4408 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17881 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16820 members 
Mstep: Class 48 contains 5877 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056136.000000 Penalty: 163572.531250
Iteration 425Q: 50 clusters Score -1.150561e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 34786 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60879 members 
Mstep: Class 5 contains 33509 members 
Mstep: Class 6 contains 5992 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31239 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6501 members 
Mstep: Class 12 contains 33434 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10336 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62047 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75184 members 
Mstep: Class 21 contains 17618 members 
Mstep: Class 22 contains 20085 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6462 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12338 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11600 members 
Mstep: Class 32 contains 12643 members 
Mstep: Class 33 contains 5551 members 
Mstep: Class 34 contains 52936 members 
Mstep: Class 35 contains 11745 members 
Mstep: Class 36 contains 4408 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17883 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16821 members 
Mstep: Class 48 contains 5877 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056128.000000 Penalty: 163572.531250
Iteration 426Q: 50 clusters Score -1.150561e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 34787 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60889 members 
Mstep: Class 5 contains 33507 members 
Mstep: Class 6 contains 5992 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31239 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6501 members 
Mstep: Class 12 contains 33434 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10336 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62043 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75182 members 
Mstep: Class 21 contains 17619 members 
Mstep: Class 22 contains 20086 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6462 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12338 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11600 members 
Mstep: Class 32 contains 12648 members 
Mstep: Class 33 contains 5551 members 
Mstep: Class 34 contains 52936 members 
Mstep: Class 35 contains 11746 members 
Mstep: Class 36 contains 4408 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52609 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17886 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16821 members 
Mstep: Class 48 contains 5877 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056096.000000 Penalty: 163572.531250
Iteration 427Q: 50 clusters Score -1.150561e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 34786 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60897 members 
Mstep: Class 5 contains 33508 members 
Mstep: Class 6 contains 5993 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31239 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6500 members 
Mstep: Class 12 contains 33434 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10336 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62032 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75179 members 
Mstep: Class 21 contains 17622 members 
Mstep: Class 22 contains 20084 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6462 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12337 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11601 members 
Mstep: Class 32 contains 12656 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 52938 members 
Mstep: Class 35 contains 11746 members 
Mstep: Class 36 contains 4408 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52611 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17892 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16819 members 
Mstep: Class 48 contains 5877 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056216.000000 Penalty: 163572.531250
Iteration 428Q: 50 clusters Score -1.150562e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 34782 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60905 members 
Mstep: Class 5 contains 33508 members 
Mstep: Class 6 contains 5993 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31240 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6498 members 
Mstep: Class 12 contains 33438 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10336 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62026 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75181 members 
Mstep: Class 21 contains 17624 members 
Mstep: Class 22 contains 20085 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6463 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12336 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11600 members 
Mstep: Class 32 contains 12657 members 
Mstep: Class 33 contains 5551 members 
Mstep: Class 34 contains 52935 members 
Mstep: Class 35 contains 11747 members 
Mstep: Class 36 contains 4408 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52611 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17894 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16817 members 
Mstep: Class 48 contains 5877 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056232.000000 Penalty: 163572.531250
Iteration 429Q: 50 clusters Score -1.150562e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 34782 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60910 members 
Mstep: Class 5 contains 33508 members 
Mstep: Class 6 contains 5993 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31240 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6496 members 
Mstep: Class 12 contains 33441 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10336 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62023 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75182 members 
Mstep: Class 21 contains 17625 members 
Mstep: Class 22 contains 20087 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6464 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12337 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11599 members 
Mstep: Class 32 contains 12657 members 
Mstep: Class 33 contains 5551 members 
Mstep: Class 34 contains 52936 members 
Mstep: Class 35 contains 11748 members 
Mstep: Class 36 contains 4407 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17895 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7454 members 
Mstep: Class 47 contains 16815 members 
Mstep: Class 48 contains 5877 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056216.000000 Penalty: 163572.531250
Iteration 430Q: 50 clusters Score -1.150562e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 34782 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60912 members 
Mstep: Class 5 contains 33508 members 
Mstep: Class 6 contains 5993 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31240 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6495 members 
Mstep: Class 12 contains 33444 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10336 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62020 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75183 members 
Mstep: Class 21 contains 17625 members 
Mstep: Class 22 contains 20089 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6464 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12336 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11598 members 
Mstep: Class 32 contains 12660 members 
Mstep: Class 33 contains 5551 members 
Mstep: Class 34 contains 52936 members 
Mstep: Class 35 contains 11747 members 
Mstep: Class 36 contains 4407 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52611 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17897 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7452 members 
Mstep: Class 47 contains 16817 members 
Mstep: Class 48 contains 5877 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056224.000000 Penalty: 163572.531250
Iteration 431Q: 50 clusters Score -1.150562e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 34780 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60918 members 
Mstep: Class 5 contains 33510 members 
Mstep: Class 6 contains 5993 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31240 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6495 members 
Mstep: Class 12 contains 33446 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10336 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62017 members 
Mstep: Class 18 contains 4911 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75184 members 
Mstep: Class 21 contains 17626 members 
Mstep: Class 22 contains 20090 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6464 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12336 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11596 members 
Mstep: Class 32 contains 12660 members 
Mstep: Class 33 contains 5551 members 
Mstep: Class 34 contains 52937 members 
Mstep: Class 35 contains 11746 members 
Mstep: Class 36 contains 4408 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52609 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17898 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7453 members 
Mstep: Class 47 contains 16816 members 
Mstep: Class 48 contains 5877 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056216.000000 Penalty: 163572.531250
Iteration 432Q: 50 clusters Score -1.150562e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 34780 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60919 members 
Mstep: Class 5 contains 33510 members 
Mstep: Class 6 contains 5993 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31240 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6495 members 
Mstep: Class 12 contains 33448 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10336 members 
Mstep: Class 15 contains 2817 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62018 members 
Mstep: Class 18 contains 4913 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75185 members 
Mstep: Class 21 contains 17624 members 
Mstep: Class 22 contains 20087 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6464 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12335 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11597 members 
Mstep: Class 32 contains 12660 members 
Mstep: Class 33 contains 5551 members 
Mstep: Class 34 contains 52942 members 
Mstep: Class 35 contains 11745 members 
Mstep: Class 36 contains 4409 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52611 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17900 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7453 members 
Mstep: Class 47 contains 16816 members 
Mstep: Class 48 contains 5877 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056240.000000 Penalty: 163572.531250
Iteration 433Q: 50 clusters Score -1.150562e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 34787 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60923 members 
Mstep: Class 5 contains 33509 members 
Mstep: Class 6 contains 5993 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31240 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6495 members 
Mstep: Class 12 contains 33448 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10336 members 
Mstep: Class 15 contains 2817 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62018 members 
Mstep: Class 18 contains 4917 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75186 members 
Mstep: Class 21 contains 17625 members 
Mstep: Class 22 contains 20082 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6464 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12335 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11594 members 
Mstep: Class 32 contains 12658 members 
Mstep: Class 33 contains 5551 members 
Mstep: Class 34 contains 52940 members 
Mstep: Class 35 contains 11745 members 
Mstep: Class 36 contains 4408 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52611 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17902 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7452 members 
Mstep: Class 47 contains 16816 members 
Mstep: Class 48 contains 5878 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056352.000000 Penalty: 163572.531250
Iteration 434Q: 50 clusters Score -1.150564e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 34792 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60926 members 
Mstep: Class 5 contains 33509 members 
Mstep: Class 6 contains 5993 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31241 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6495 members 
Mstep: Class 12 contains 33451 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10336 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62021 members 
Mstep: Class 18 contains 4919 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75187 members 
Mstep: Class 21 contains 17626 members 
Mstep: Class 22 contains 20080 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6464 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12335 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11594 members 
Mstep: Class 32 contains 12655 members 
Mstep: Class 33 contains 5551 members 
Mstep: Class 34 contains 52936 members 
Mstep: Class 35 contains 11746 members 
Mstep: Class 36 contains 4408 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17902 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7453 members 
Mstep: Class 47 contains 16814 members 
Mstep: Class 48 contains 5878 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056288.000000 Penalty: 163572.531250
Iteration 435Q: 50 clusters Score -1.150563e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 34792 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60942 members 
Mstep: Class 5 contains 33508 members 
Mstep: Class 6 contains 5993 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31242 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6495 members 
Mstep: Class 12 contains 33453 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62006 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75187 members 
Mstep: Class 21 contains 17627 members 
Mstep: Class 22 contains 20079 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6464 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12334 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11594 members 
Mstep: Class 32 contains 12657 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 52936 members 
Mstep: Class 35 contains 11747 members 
Mstep: Class 36 contains 4409 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17902 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7453 members 
Mstep: Class 47 contains 16814 members 
Mstep: Class 48 contains 5878 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056304.000000 Penalty: 163572.531250
Iteration 436Q: 50 clusters Score -1.150563e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 34794 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60946 members 
Mstep: Class 5 contains 33507 members 
Mstep: Class 6 contains 5993 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31243 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6495 members 
Mstep: Class 12 contains 33455 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62003 members 
Mstep: Class 18 contains 4925 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75186 members 
Mstep: Class 21 contains 17628 members 
Mstep: Class 22 contains 20079 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6464 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12334 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11596 members 
Mstep: Class 32 contains 12662 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 52934 members 
Mstep: Class 35 contains 11748 members 
Mstep: Class 36 contains 4407 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17902 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7453 members 
Mstep: Class 47 contains 16814 members 
Mstep: Class 48 contains 5878 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056184.000000 Penalty: 163572.531250
Iteration 437Q: 50 clusters Score -1.150562e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 34796 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60949 members 
Mstep: Class 5 contains 33506 members 
Mstep: Class 6 contains 5993 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31243 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6495 members 
Mstep: Class 12 contains 33455 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62004 members 
Mstep: Class 18 contains 4926 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75185 members 
Mstep: Class 21 contains 17629 members 
Mstep: Class 22 contains 20084 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6464 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12334 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11597 members 
Mstep: Class 32 contains 12667 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 52937 members 
Mstep: Class 35 contains 11749 members 
Mstep: Class 36 contains 4405 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52609 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17902 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7453 members 
Mstep: Class 47 contains 16813 members 
Mstep: Class 48 contains 5878 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056160.000000 Penalty: 163572.531250
Iteration 438Q: 50 clusters Score -1.150562e+08 nChanged 51
Entering ConstructFrom: 
Score: -115056160.000000 Penalty: 163572.531250
Entering ConstructFrom: 
Trying to split cluster 1 (13713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Entering Unmasked Estep 
Score: -2214820.750000 Penalty: 2362.472656
	Iteration 0F: 2 clusters Score -2214821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2204828.000000 Penalty: 4724.945312
	Iteration 0F: 3 clusters Score -2204828 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2207846.250000 Penalty: 4724.945312
	Iteration 1F: 3 clusters Score -2207846 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2208282.500000 Penalty: 4724.945312
	Iteration 2F: 3 clusters Score -2208282 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2208678.500000 Penalty: 4724.945312
	Iteration 3F: 3 clusters Score -2208678 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2209064.750000 Penalty: 4724.945312
	Iteration 4F: 3 clusters Score -2209065 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2209475.250000 Penalty: 4724.945312
	Iteration 5F: 3 clusters Score -2209475 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2209938.250000 Penalty: 4724.945312
	Iteration 6F: 3 clusters Score -2209938 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2210435.500000 Penalty: 4724.945312
	Iteration 7F: 3 clusters Score -2210436 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2210913.500000 Penalty: 4724.945312
	Iteration 8Q: 3 clusters Score -2210914 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2211304.750000 Penalty: 4724.945312
	Iteration 9Q: 3 clusters Score -2211305 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2211653.750000 Penalty: 4724.945312
	Iteration 10Q: 3 clusters Score -2211654 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2211966.500000 Penalty: 4724.945312
	Iteration 11Q: 3 clusters Score -2211966 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2212207.000000 Penalty: 4724.945312
	Iteration 12Q: 3 clusters Score -2212207 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2212389.000000 Penalty: 4724.945312
	Iteration 13Q: 3 clusters Score -2212389 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2212520.500000 Penalty: 4724.945312
	Iteration 14Q: 3 clusters Score -2212520 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2212626.000000 Penalty: 4724.945312
	Iteration 15Q: 3 clusters Score -2212626 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2212710.500000 Penalty: 4724.945312
	Iteration 16Q: 3 clusters Score -2212710 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2212765.750000 Penalty: 4724.945312
	Iteration 17Q: 3 clusters Score -2212766 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2212845.750000 Penalty: 4724.945312
	Iteration 18Q: 3 clusters Score -2212846 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2212918.750000 Penalty: 4724.945312
	Iteration 19Q: 3 clusters Score -2212919 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2212983.250000 Penalty: 4724.945312
	Iteration 20F: 3 clusters Score -2212983 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2213038.500000 Penalty: 4724.945312
	Iteration 21Q: 3 clusters Score -2213038 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2213080.750000 Penalty: 4724.945312
	Iteration 22Q: 3 clusters Score -2213081 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2213116.750000 Penalty: 4724.945312
	Iteration 23Q: 3 clusters Score -2213117 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2213145.500000 Penalty: 4724.945312
	Iteration 24Q: 3 clusters Score -2213146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2213159.000000 Penalty: 4724.945312
	Iteration 25Q: 3 clusters Score -2213159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2213177.750000 Penalty: 4724.945312
	Iteration 26Q: 3 clusters Score -2213178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2213187.000000 Penalty: 4724.945312
	Iteration 27Q: 3 clusters Score -2213187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2213196.750000 Penalty: 4724.945312
	Iteration 28Q: 3 clusters Score -2213197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2213198.500000 Penalty: 4724.945312
	Iteration 29Q: 3 clusters Score -2213198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2213207.250000 Penalty: 4724.945312
	Iteration 30Q: 3 clusters Score -2213207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2213212.500000 Penalty: 4724.945312
	Iteration 31Q: 3 clusters Score -2213212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2213216.750000 Penalty: 4724.945312
	Iteration 32Q: 3 clusters Score -2213217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2213215.000000 Penalty: 4724.945312
	Iteration 33Q: 3 clusters Score -2213215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2213215.250000 Penalty: 4724.945312
	Iteration 34Q: 3 clusters Score -2213215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2213216.000000 Penalty: 4724.945312
	Iteration 35Q: 3 clusters Score -2213216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2213218.000000 Penalty: 4724.945312
	Iteration 36Q: 3 clusters Score -2213218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2213217.000000 Penalty: 4724.945312
	Iteration 37Q: 3 clusters Score -2213217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2213222.000000 Penalty: 4724.945312
	Iteration 38Q: 3 clusters Score -2213222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2213224.250000 Penalty: 4724.945312
	Iteration 39Q: 3 clusters Score -2213224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2213223.750000 Penalty: 4724.945312
	Iteration 40F: 3 clusters Score -2213224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2213223.250000 Penalty: 4724.945312
	Iteration 41Q: 3 clusters Score -2213223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2213223.750000 Penalty: 4724.945312
	Iteration 42Q: 3 clusters Score -2213224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2213225.250000 Penalty: 4724.945312
	Iteration 43Q: 3 clusters Score -2213225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2213224.250000 Penalty: 4724.945312
	Iteration 44Q: 3 clusters Score -2213224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2213227.750000 Penalty: 4724.945312
	Iteration 45Q: 3 clusters Score -2213228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2213226.500000 Penalty: 4724.945312
	Iteration 46Q: 3 clusters Score -2213226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2213226.500000 Penalty: 4724.945312
	Iteration 47F: 3 clusters Score -2213226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Entering Unmasked Estep 
Score: -5639630.500000 Penalty: 2593.378418
	Iteration 0F: 2 clusters Score -5639630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -5616025.000000 Penalty: 5186.756836
	Iteration 0F: 3 clusters Score -5616025 nChanged 15743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -5625061.000000 Penalty: 5186.756836
	Iteration 1F: 3 clusters Score -5625061 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -5625862.000000 Penalty: 5186.756836
	Iteration 2F: 3 clusters Score -5625862 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -5626761.500000 Penalty: 5186.756836
	Iteration 3F: 3 clusters Score -5626762 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -5627761.000000 Penalty: 5186.756836
	Iteration 4F: 3 clusters Score -5627761 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -5629014.500000 Penalty: 5186.756836
	Iteration 5F: 3 clusters Score -5629014 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -5630365.500000 Penalty: 5186.756836
	Iteration 6F: 3 clusters Score -5630366 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -5631667.500000 Penalty: 5186.756836
	Iteration 7F: 3 clusters Score -5631668 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -5632679.500000 Penalty: 5186.756836
	Iteration 8F: 3 clusters Score -5632680 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -5633270.000000 Penalty: 5186.756836
	Iteration 9Q: 3 clusters Score -5633270 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -5633641.500000 Penalty: 5186.756836
	Iteration 10Q: 3 clusters Score -5633642 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -5633901.000000 Penalty: 5186.756836
	Iteration 11Q: 3 clusters Score -5633901 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -5634058.000000 Penalty: 5186.756836
	Iteration 12Q: 3 clusters Score -5634058 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -5634196.500000 Penalty: 5186.756836
	Iteration 13Q: 3 clusters Score -5634196 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -5634365.000000 Penalty: 5186.756836
	Iteration 14Q: 3 clusters Score -5634365 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -5634516.000000 Penalty: 5186.756836
	Iteration 15Q: 3 clusters Score -5634516 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -5634629.000000 Penalty: 5186.756836
	Iteration 16Q: 3 clusters Score -5634629 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -5634777.500000 Penalty: 5186.756836
	Iteration 17Q: 3 clusters Score -5634778 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -5634889.000000 Penalty: 5186.756836
	Iteration 18Q: 3 clusters Score -5634889 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -5634932.500000 Penalty: 5186.756836
	Iteration 19Q: 3 clusters Score -5634932 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -5635033.000000 Penalty: 5186.756836
	Iteration 20F: 3 clusters Score -5635033 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -5635101.500000 Penalty: 5186.756836
	Iteration 21Q: 3 clusters Score -5635102 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -5635194.000000 Penalty: 5186.756836
	Iteration 22Q: 3 clusters Score -5635194 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -5635288.000000 Penalty: 5186.756836
	Iteration 23Q: 3 clusters Score -5635288 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -5635351.500000 Penalty: 5186.756836
	Iteration 24Q: 3 clusters Score -5635352 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -5635426.000000 Penalty: 5186.756836
	Iteration 25Q: 3 clusters Score -5635426 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -5635513.000000 Penalty: 5186.756836
	Iteration 26Q: 3 clusters Score -5635513 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -5635603.000000 Penalty: 5186.756836
	Iteration 27Q: 3 clusters Score -5635603 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -5635682.500000 Penalty: 5186.756836
	Iteration 28Q: 3 clusters Score -5635682 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -5635782.500000 Penalty: 5186.756836
	Iteration 29Q: 3 clusters Score -5635782 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -5635835.500000 Penalty: 5186.756836
	Iteration 30Q: 3 clusters Score -5635836 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -5635887.000000 Penalty: 5186.756836
	Iteration 31Q: 3 clusters Score -5635887 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -5635905.000000 Penalty: 5186.756836
	Iteration 32Q: 3 clusters Score -5635905 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -5635942.500000 Penalty: 5186.756836
	Iteration 33Q: 3 clusters Score -5635942 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -5635967.500000 Penalty: 5186.756836
	Iteration 34Q: 3 clusters Score -5635968 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -5635969.000000 Penalty: 5186.756836
	Iteration 35Q: 3 clusters Score -5635969 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -5635982.500000 Penalty: 5186.756836
	Iteration 36Q: 3 clusters Score -5635982 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -5636000.000000 Penalty: 5186.756836
	Iteration 37Q: 3 clusters Score -5636000 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -5636025.500000 Penalty: 5186.756836
	Iteration 38Q: 3 clusters Score -5636026 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -5636044.000000 Penalty: 5186.756836
	Iteration 39Q: 3 clusters Score -5636044 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -5636060.000000 Penalty: 5186.756836
	Iteration 40F: 3 clusters Score -5636060 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -5636085.000000 Penalty: 5186.756836
	Iteration 41Q: 3 clusters Score -5636085 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -5636111.000000 Penalty: 5186.756836
	Iteration 42Q: 3 clusters Score -5636111 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -5636128.500000 Penalty: 5186.756836
	Iteration 43Q: 3 clusters Score -5636128 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -5636134.500000 Penalty: 5186.756836
	Iteration 44Q: 3 clusters Score -5636134 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -5636146.000000 Penalty: 5186.756836
	Iteration 45Q: 3 clusters Score -5636146 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -5636163.000000 Penalty: 5186.756836
	Iteration 46Q: 3 clusters Score -5636163 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -5636160.500000 Penalty: 5186.756836
	Iteration 47Q: 3 clusters Score -5636160 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -5636177.000000 Penalty: 5186.756836
	Iteration 48Q: 3 clusters Score -5636177 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -5636180.000000 Penalty: 5186.756836
	Iteration 49Q: 3 clusters Score -5636180 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -5636196.500000 Penalty: 5186.756836
	Iteration 50Q: 3 clusters Score -5636196 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -5636204.500000 Penalty: 5186.756836
	Iteration 51Q: 3 clusters Score -5636204 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -5636197.500000 Penalty: 5186.756836
	Iteration 52Q: 3 clusters Score -5636198 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -5636204.500000 Penalty: 5186.756836
	Iteration 53Q: 3 clusters Score -5636204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -5636207.000000 Penalty: 5186.756836
	Iteration 54Q: 3 clusters Score -5636207 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -5636237.500000 Penalty: 5186.756836
	Iteration 55Q: 3 clusters Score -5636238 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -5636241.000000 Penalty: 5186.756836
	Iteration 56Q: 3 clusters Score -5636241 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -5636260.500000 Penalty: 5186.756836
	Iteration 57Q: 3 clusters Score -5636260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -5636261.500000 Penalty: 5186.756836
	Iteration 58Q: 3 clusters Score -5636262 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -5636261.500000 Penalty: 5186.756836
	Iteration 59Q: 3 clusters Score -5636262 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -5636271.000000 Penalty: 5186.756836
	Iteration 60F: 3 clusters Score -5636271 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -5636280.000000 Penalty: 5186.756836
	Iteration 61Q: 3 clusters Score -5636280 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -5636298.500000 Penalty: 5186.756836
	Iteration 62Q: 3 clusters Score -5636298 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -5636309.500000 Penalty: 5186.756836
	Iteration 63Q: 3 clusters Score -5636310 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -5636322.000000 Penalty: 5186.756836
	Iteration 64Q: 3 clusters Score -5636322 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -5636348.000000 Penalty: 5186.756836
	Iteration 65Q: 3 clusters Score -5636348 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -5636378.000000 Penalty: 5186.756836
	Iteration 66Q: 3 clusters Score -5636378 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -5636404.500000 Penalty: 5186.756836
	Iteration 67Q: 3 clusters Score -5636404 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -5636430.000000 Penalty: 5186.756836
	Iteration 68Q: 3 clusters Score -5636430 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5636470 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5636470 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5636484 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5636527 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -5636553.500000 Penalty: 5186.756836
	Iteration 73Q: 3 clusters Score -5636554 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5636570 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5636609 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5636626 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5636630 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5636642 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5636675 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5636700 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5636720 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5636756 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5636773 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5636806 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5636840 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5636858 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5636858 nChanged 91
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Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5636882 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5636880 nChanged 98
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Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5636907 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5636922 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5636938 nChanged 98
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Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5636963 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5636977 nChanged 78
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Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5636988 nChanged 71
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Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5636999 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5637021 nChanged 77
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Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5637043 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5637054 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5637067 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5637068 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5637101 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5637132 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5637146 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5637180 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5637206 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5637238 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5637264 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -5637292.000000 Penalty: 5186.756836
	Iteration 109Q: 3 clusters Score -5637292 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5637304 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5637314 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5637337 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5637356 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5637365 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5637370 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -5637402.500000 Penalty: 5186.756836
	Iteration 116Q: 3 clusters Score -5637402 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -5637415.500000 Penalty: 5186.756836
	Iteration 117Q: 3 clusters Score -5637416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -5637428.000000 Penalty: 5186.756836
	Iteration 118Q: 3 clusters Score -5637428 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5637438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -5637439.000000 Penalty: 5186.756836
	Iteration 120F: 3 clusters Score -5637439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5637452 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5637458 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5637454 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5637450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5637451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -5637461.500000 Penalty: 5186.756836
	Iteration 126Q: 3 clusters Score -5637462 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31946 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5637472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -5637470.500000 Penalty: 5186.756836
	Iteration 128Q: 3 clusters Score -5637470 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5637472 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5637482 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -5637490.500000 Penalty: 5186.756836
	Iteration 131Q: 3 clusters Score -5637490 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -5637493.000000 Penalty: 5186.756836
	Iteration 132Q: 3 clusters Score -5637493 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5637490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -5637507.500000 Penalty: 5186.756836
	Iteration 134Q: 3 clusters Score -5637508 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -5637512.500000 Penalty: 5186.756836
	Iteration 135Q: 3 clusters Score -5637512 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -5637511.000000 Penalty: 5186.756836
	Iteration 136Q: 3 clusters Score -5637511 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5637530.000000 Penalty: 5186.756836
	Iteration 137Q: 3 clusters Score -5637530 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -5637537.500000 Penalty: 5186.756836
	Iteration 138Q: 3 clusters Score -5637538 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -5637540.500000 Penalty: 5186.756836
	Iteration 139Q: 3 clusters Score -5637540 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -5637539.000000 Penalty: 5186.756836
	Iteration 140F: 3 clusters Score -5637539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5637535.000000 Penalty: 5186.756836
	Iteration 141Q: 3 clusters Score -5637535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5637536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5637545.500000 Penalty: 5186.756836
	Iteration 143Q: 3 clusters Score -5637546 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -5637542.000000 Penalty: 5186.756836
	Iteration 144Q: 3 clusters Score -5637542 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -5637548.000000 Penalty: 5186.756836
	Iteration 145Q: 3 clusters Score -5637548 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -5637553.000000 Penalty: 5186.756836
	Iteration 146Q: 3 clusters Score -5637553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5637566.500000 Penalty: 5186.756836
	Iteration 147Q: 3 clusters Score -5637566 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32413 members 
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Entering Unmasked Estep 
Score: -5637562.500000 Penalty: 5186.756836
	Iteration 148Q: 3 clusters Score -5637562 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -5637571.500000 Penalty: 5186.756836
	Iteration 149Q: 3 clusters Score -5637572 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5637570.500000 Penalty: 5186.756836
	Iteration 150Q: 3 clusters Score -5637570 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5637571.500000 Penalty: 5186.756836
	Iteration 151Q: 3 clusters Score -5637572 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -5637573.000000 Penalty: 5186.756836
	Iteration 152Q: 3 clusters Score -5637573 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -5637576.500000 Penalty: 5186.756836
	Iteration 153Q: 3 clusters Score -5637576 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -5637568.000000 Penalty: 5186.756836
	Iteration 154Q: 3 clusters Score -5637568 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -5637574.500000 Penalty: 5186.756836
	Iteration 155Q: 3 clusters Score -5637574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5637581.500000 Penalty: 5186.756836
	Iteration 156Q: 3 clusters Score -5637582 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -5637576.000000 Penalty: 5186.756836
	Iteration 157Q: 3 clusters Score -5637576 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32501 members 
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Entering Unmasked Estep 
Score: -5637587.500000 Penalty: 5186.756836
	Iteration 158Q: 3 clusters Score -5637588 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -5637586.000000 Penalty: 5186.756836
	Iteration 159Q: 3 clusters Score -5637586 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32531 members 
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Entering Unmasked Estep 
Score: -5637601.500000 Penalty: 5186.756836
	Iteration 160F: 3 clusters Score -5637602 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32546 members 
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Entering Unmasked Estep 
Score: -5637602.000000 Penalty: 5186.756836
	Iteration 161Q: 3 clusters Score -5637602 nChanged 15
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Entering Unmasked Estep 
Score: -5637595.000000 Penalty: 5186.756836
	Iteration 162Q: 3 clusters Score -5637595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5637608.000000 Penalty: 5186.756836
	Iteration 163Q: 3 clusters Score -5637608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -5637608.500000 Penalty: 5186.756836
	Iteration 164Q: 3 clusters Score -5637608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5637609.000000 Penalty: 5186.756836
	Iteration 165Q: 3 clusters Score -5637609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5637611.500000 Penalty: 5186.756836
	Iteration 166Q: 3 clusters Score -5637612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -5637615.500000 Penalty: 5186.756836
	Iteration 167Q: 3 clusters Score -5637616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5637602.500000 Penalty: 5186.756836
	Iteration 168Q: 3 clusters Score -5637602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5637610.000000 Penalty: 5186.756836
	Iteration 169Q: 3 clusters Score -5637610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5637617.000000 Penalty: 5186.756836
	Iteration 170Q: 3 clusters Score -5637617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5637621.500000 Penalty: 5186.756836
	Iteration 171Q: 3 clusters Score -5637622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5637633.500000 Penalty: 5186.756836
	Iteration 172Q: 3 clusters Score -5637634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5637638.000000 Penalty: 5186.756836
	Iteration 173Q: 3 clusters Score -5637638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5637652.500000 Penalty: 5186.756836
	Iteration 174Q: 3 clusters Score -5637652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5637665.000000 Penalty: 5186.756836
	Iteration 175Q: 3 clusters Score -5637665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5637663.000000 Penalty: 5186.756836
	Iteration 176Q: 3 clusters Score -5637663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5637663.500000 Penalty: 5186.756836
	Iteration 177Q: 3 clusters Score -5637664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5637685.000000 Penalty: 5186.756836
	Iteration 178Q: 3 clusters Score -5637685 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -5637703.000000 Penalty: 5186.756836
	Iteration 179Q: 3 clusters Score -5637703 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5637729.500000 Penalty: 5186.756836
	Iteration 180F: 3 clusters Score -5637730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5637737.000000 Penalty: 5186.756836
	Iteration 181Q: 3 clusters Score -5637737 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5637757.000000 Penalty: 5186.756836
	Iteration 182Q: 3 clusters Score -5637757 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5637770.000000 Penalty: 5186.756836
	Iteration 183Q: 3 clusters Score -5637770 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5637785.000000 Penalty: 5186.756836
	Iteration 184Q: 3 clusters Score -5637785 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5637805.500000 Penalty: 5186.756836
	Iteration 185Q: 3 clusters Score -5637806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5637819.000000 Penalty: 5186.756836
	Iteration 186Q: 3 clusters Score -5637819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5637835.000000 Penalty: 5186.756836
	Iteration 187Q: 3 clusters Score -5637835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5637836.000000 Penalty: 5186.756836
	Iteration 188Q: 3 clusters Score -5637836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5637848.500000 Penalty: 5186.756836
	Iteration 189Q: 3 clusters Score -5637848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5637850.000000 Penalty: 5186.756836
	Iteration 190Q: 3 clusters Score -5637850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5637867.000000 Penalty: 5186.756836
	Iteration 191Q: 3 clusters Score -5637867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5637873.500000 Penalty: 5186.756836
	Iteration 192Q: 3 clusters Score -5637874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5637875.000000 Penalty: 5186.756836
	Iteration 193Q: 3 clusters Score -5637875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5637889.000000 Penalty: 5186.756836
	Iteration 194Q: 3 clusters Score -5637889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5637901.500000 Penalty: 5186.756836
	Iteration 195Q: 3 clusters Score -5637902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5637901.500000 Penalty: 5186.756836
	Iteration 196Q: 3 clusters Score -5637902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5637907.500000 Penalty: 5186.756836
	Iteration 197Q: 3 clusters Score -5637908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5637907.000000 Penalty: 5186.756836
	Iteration 198Q: 3 clusters Score -5637907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5637902.500000 Penalty: 5186.756836
	Iteration 199Q: 3 clusters Score -5637902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5637906.500000 Penalty: 5186.756836
	Iteration 200F: 3 clusters Score -5637906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5637906.000000 Penalty: 5186.756836
	Iteration 201Q: 3 clusters Score -5637906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5637911.000000 Penalty: 5186.756836
	Iteration 202Q: 3 clusters Score -5637911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5637911.000000 Penalty: 5186.756836
	Iteration 203F: 3 clusters Score -5637911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -150560.421875 Penalty: 1700.663452
	Iteration 0F: 2 clusters Score -150560.4 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: -148684.765625 Penalty: 3401.326904
	Iteration 0F: 3 clusters Score -148684.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -149195.687500 Penalty: 3401.326904
	Iteration 1F: 3 clusters Score -149195.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -149569.843750 Penalty: 3401.326904
	Iteration 2F: 3 clusters Score -149569.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -149876.843750 Penalty: 3401.326904
	Iteration 3F: 3 clusters Score -149876.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -150201.921875 Penalty: 3401.326904
	Iteration 4F: 3 clusters Score -150201.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -150521.906250 Penalty: 3401.326904
	Iteration 5Q: 3 clusters Score -150521.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -150612.156250 Penalty: 3401.326904
	Iteration 6Q: 3 clusters Score -150612.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -150665.234375 Penalty: 3401.326904
	Iteration 7Q: 3 clusters Score -150665.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -150714.281250 Penalty: 3401.326904
	Iteration 8Q: 3 clusters Score -150714.3 nChanged 14
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: -150757.171875 Penalty: 3401.326904
	Iteration 9Q: 3 clusters Score -150757.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -150784.984375 Penalty: 3401.326904
	Iteration 10Q: 3 clusters Score -150785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -150814.921875 Penalty: 3401.326904
	Iteration 11Q: 3 clusters Score -150814.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -150861.593750 Penalty: 3401.326904
	Iteration 12Q: 3 clusters Score -150861.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -150898.500000 Penalty: 3401.326904
	Iteration 13Q: 3 clusters Score -150898.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -150931.390625 Penalty: 3401.326904
	Iteration 14Q: 3 clusters Score -150931.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -150944.453125 Penalty: 3401.326904
	Iteration 15Q: 3 clusters Score -150944.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -150948.390625 Penalty: 3401.326904
	Iteration 16Q: 3 clusters Score -150948.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -150952.078125 Penalty: 3401.326904
	Iteration 17Q: 3 clusters Score -150952.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -150954.843750 Penalty: 3401.326904
	Iteration 18Q: 3 clusters Score -150954.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -150955.546875 Penalty: 3401.326904
	Iteration 19Q: 3 clusters Score -150955.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -150958.687500 Penalty: 3401.326904
	Iteration 20F: 3 clusters Score -150958.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -150960.812500 Penalty: 3401.326904
	Iteration 21Q: 3 clusters Score -150960.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -150960.812500 Penalty: 3401.326904
	Iteration 22F: 3 clusters Score -150960.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 34793 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 60950 members 
Mstep: Class 5 contains 33505 members 
Mstep: Class 6 contains 5993 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31243 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6495 members 
Mstep: Class 12 contains 33457 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62006 members 
Mstep: Class 18 contains 4927 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75185 members 
Mstep: Class 21 contains 17632 members 
Mstep: Class 22 contains 20086 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3520 members 
Mstep: Class 26 contains 6464 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12334 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11598 members 
Mstep: Class 32 contains 12674 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 52940 members 
Mstep: Class 35 contains 11751 members 
Mstep: Class 36 contains 4404 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52608 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17902 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7453 members 
Mstep: Class 47 contains 16813 members 
Mstep: Class 48 contains 5878 members 
Mstep: Class 49 contains 1518 members 
Mstep: Class 50 contains 532 members 
Entering Unmasked Estep 
Score: -115054752.000000 Penalty: 166910.750000
Splitting cluster 3 changes total score from -115056160.000000 to -115054752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (60950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60950 members 
Entering Unmasked Estep 
Score: -10531274.000000 Penalty: 2732.416504
	Iteration 0F: 2 clusters Score -1.053127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -10493853.000000 Penalty: 5464.833008
	Iteration 0F: 3 clusters Score -1.049385e+07 nChanged 28423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -10509786.000000 Penalty: 5464.833008
	Iteration 1F: 3 clusters Score -1.050979e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -10510379.000000 Penalty: 5464.833008
	Iteration 2Q: 3 clusters Score -1.051038e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -10510987.000000 Penalty: 5464.833008
	Iteration 3Q: 3 clusters Score -1.051099e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -10511611.000000 Penalty: 5464.833008
	Iteration 4Q: 3 clusters Score -1.051161e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -10512458.000000 Penalty: 5464.833008
	Iteration 5Q: 3 clusters Score -1.051246e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -10513565.000000 Penalty: 5464.833008
	Iteration 6Q: 3 clusters Score -1.051356e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -10515386.000000 Penalty: 5464.833008
	Iteration 7F: 3 clusters Score -1.051539e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -10518084.000000 Penalty: 5464.833008
	Iteration 8F: 3 clusters Score -1.051808e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -10521282.000000 Penalty: 5464.833008
	Iteration 9F: 3 clusters Score -1.052128e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -10524568.000000 Penalty: 5464.833008
	Iteration 10F: 3 clusters Score -1.052457e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55507 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -10526956.000000 Penalty: 5464.833008
	Iteration 11F: 3 clusters Score -1.052696e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57713 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -10528081.000000 Penalty: 5464.833008
	Iteration 12Q: 3 clusters Score -1.052808e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -10528485.000000 Penalty: 5464.833008
	Iteration 13Q: 3 clusters Score -1.052848e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -10528769.000000 Penalty: 5464.833008
	Iteration 14Q: 3 clusters Score -1.052877e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -10528888.000000 Penalty: 5464.833008
	Iteration 15Q: 3 clusters Score -1.052889e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60078 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10528998.000000 Penalty: 5464.833008
	Iteration 16Q: 3 clusters Score -1.0529e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60167 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -10529024.000000 Penalty: 5464.833008
	Iteration 17Q: 3 clusters Score -1.052902e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10529046.000000 Penalty: 5464.833008
	Iteration 18Q: 3 clusters Score -1.052905e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60264 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10529093.000000 Penalty: 5464.833008
	Iteration 19Q: 3 clusters Score -1.052909e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -10529100.000000 Penalty: 5464.833008
	Iteration 20F: 3 clusters Score -1.05291e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10529125.000000 Penalty: 5464.833008
	Iteration 21Q: 3 clusters Score -1.052912e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10529160.000000 Penalty: 5464.833008
	Iteration 22Q: 3 clusters Score -1.052916e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10529188.000000 Penalty: 5464.833008
	Iteration 23Q: 3 clusters Score -1.052919e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10529178.000000 Penalty: 5464.833008
	Iteration 24Q: 3 clusters Score -1.052918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -10529205.000000 Penalty: 5464.833008
	Iteration 25Q: 3 clusters Score -1.05292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -10529211.000000 Penalty: 5464.833008
	Iteration 26Q: 3 clusters Score -1.052921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10529215.000000 Penalty: 5464.833008
	Iteration 27Q: 3 clusters Score -1.052922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -10529212.000000 Penalty: 5464.833008
	Iteration 28Q: 3 clusters Score -1.052921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10529223.000000 Penalty: 5464.833008
	Iteration 29Q: 3 clusters Score -1.052922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10529220.000000 Penalty: 5464.833008
	Iteration 30Q: 3 clusters Score -1.052922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -10529232.000000 Penalty: 5464.833008
	Iteration 31Q: 3 clusters Score -1.052923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -10529229.000000 Penalty: 5464.833008
	Iteration 32Q: 3 clusters Score -1.052923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10529237.000000 Penalty: 5464.833008
	Iteration 33Q: 3 clusters Score -1.052924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -10529233.000000 Penalty: 5464.833008
	Iteration 34Q: 3 clusters Score -1.052923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -10529233.000000 Penalty: 5464.833008
	Iteration 35F: 3 clusters Score -1.052923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Entering Unmasked Estep 
Score: -5668017.000000 Penalty: 2584.023438
	Iteration 0F: 2 clusters Score -5668017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -5645309.500000 Penalty: 5168.046875
	Iteration 0F: 3 clusters Score -5645310 nChanged 15065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -5654120.000000 Penalty: 5168.046875
	Iteration 1F: 3 clusters Score -5654120 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -5655170.500000 Penalty: 5168.046875
	Iteration 2F: 3 clusters Score -5655170 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -5656631.000000 Penalty: 5168.046875
	Iteration 3F: 3 clusters Score -5656631 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -5658453.000000 Penalty: 5168.046875
	Iteration 4F: 3 clusters Score -5658453 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -5660379.000000 Penalty: 5168.046875
	Iteration 5F: 3 clusters Score -5660379 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -5662161.000000 Penalty: 5168.046875
	Iteration 6F: 3 clusters Score -5662161 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -5663584.000000 Penalty: 5168.046875
	Iteration 7Q: 3 clusters Score -5663584 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -5664491.500000 Penalty: 5168.046875
	Iteration 8Q: 3 clusters Score -5664492 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -5665076.000000 Penalty: 5168.046875
	Iteration 9Q: 3 clusters Score -5665076 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -5665374.000000 Penalty: 5168.046875
	Iteration 10Q: 3 clusters Score -5665374 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -5665585.000000 Penalty: 5168.046875
	Iteration 11Q: 3 clusters Score -5665585 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -5665784.000000 Penalty: 5168.046875
	Iteration 12Q: 3 clusters Score -5665784 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -5665892.000000 Penalty: 5168.046875
	Iteration 13Q: 3 clusters Score -5665892 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -5665972.500000 Penalty: 5168.046875
	Iteration 14Q: 3 clusters Score -5665972 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -5666049.000000 Penalty: 5168.046875
	Iteration 15Q: 3 clusters Score -5666049 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -5666103.000000 Penalty: 5168.046875
	Iteration 16Q: 3 clusters Score -5666103 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -5666155.000000 Penalty: 5168.046875
	Iteration 17Q: 3 clusters Score -5666155 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -5666190.500000 Penalty: 5168.046875
	Iteration 18Q: 3 clusters Score -5666190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -5666220.500000 Penalty: 5168.046875
	Iteration 19Q: 3 clusters Score -5666220 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -5666237.000000 Penalty: 5168.046875
	Iteration 20F: 3 clusters Score -5666237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -5666264.500000 Penalty: 5168.046875
	Iteration 21Q: 3 clusters Score -5666264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -5666277.500000 Penalty: 5168.046875
	Iteration 22Q: 3 clusters Score -5666278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -5666298.500000 Penalty: 5168.046875
	Iteration 23Q: 3 clusters Score -5666298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -5666308.000000 Penalty: 5168.046875
	Iteration 24Q: 3 clusters Score -5666308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -5666315.500000 Penalty: 5168.046875
	Iteration 25Q: 3 clusters Score -5666316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -5666332.500000 Penalty: 5168.046875
	Iteration 26Q: 3 clusters Score -5666332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -5666344.500000 Penalty: 5168.046875
	Iteration 27Q: 3 clusters Score -5666344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -5666356.000000 Penalty: 5168.046875
	Iteration 28Q: 3 clusters Score -5666356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -5666360.500000 Penalty: 5168.046875
	Iteration 29Q: 3 clusters Score -5666360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -5666379.000000 Penalty: 5168.046875
	Iteration 30Q: 3 clusters Score -5666379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -5666386.000000 Penalty: 5168.046875
	Iteration 31Q: 3 clusters Score -5666386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -5666414.500000 Penalty: 5168.046875
	Iteration 32Q: 3 clusters Score -5666414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -5666434.000000 Penalty: 5168.046875
	Iteration 33Q: 3 clusters Score -5666434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -5666451.500000 Penalty: 5168.046875
	Iteration 34Q: 3 clusters Score -5666452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -5666462.500000 Penalty: 5168.046875
	Iteration 35Q: 3 clusters Score -5666462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -5666458.000000 Penalty: 5168.046875
	Iteration 36Q: 3 clusters Score -5666458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -5666474.000000 Penalty: 5168.046875
	Iteration 37Q: 3 clusters Score -5666474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -5666481.500000 Penalty: 5168.046875
	Iteration 38Q: 3 clusters Score -5666482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -5666484.000000 Penalty: 5168.046875
	Iteration 39Q: 3 clusters Score -5666484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -5666489.500000 Penalty: 5168.046875
	Iteration 40F: 3 clusters Score -5666490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -5666494.500000 Penalty: 5168.046875
	Iteration 41Q: 3 clusters Score -5666494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -5666504.500000 Penalty: 5168.046875
	Iteration 42Q: 3 clusters Score -5666504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -5666514.500000 Penalty: 5168.046875
	Iteration 43Q: 3 clusters Score -5666514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -5666514.500000 Penalty: 5168.046875
	Iteration 44Q: 3 clusters Score -5666514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -5666519.000000 Penalty: 5168.046875
	Iteration 45Q: 3 clusters Score -5666519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -5666522.500000 Penalty: 5168.046875
	Iteration 46Q: 3 clusters Score -5666522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -5666527.500000 Penalty: 5168.046875
	Iteration 47Q: 3 clusters Score -5666528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -5666535.000000 Penalty: 5168.046875
	Iteration 48Q: 3 clusters Score -5666535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -5666541.000000 Penalty: 5168.046875
	Iteration 49Q: 3 clusters Score -5666541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -5666547.500000 Penalty: 5168.046875
	Iteration 50Q: 3 clusters Score -5666548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -5666559.500000 Penalty: 5168.046875
	Iteration 51Q: 3 clusters Score -5666560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -5666554.500000 Penalty: 5168.046875
	Iteration 52Q: 3 clusters Score -5666554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -5666573.500000 Penalty: 5168.046875
	Iteration 53Q: 3 clusters Score -5666574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -5666575.500000 Penalty: 5168.046875
	Iteration 54Q: 3 clusters Score -5666576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -5666589.000000 Penalty: 5168.046875
	Iteration 55Q: 3 clusters Score -5666589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -5666596.000000 Penalty: 5168.046875
	Iteration 56Q: 3 clusters Score -5666596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -5666601.000000 Penalty: 5168.046875
	Iteration 57Q: 3 clusters Score -5666601 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -5666629.000000 Penalty: 5168.046875
	Iteration 58Q: 3 clusters Score -5666629 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -5666656.000000 Penalty: 5168.046875
	Iteration 59Q: 3 clusters Score -5666656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -5666687.000000 Penalty: 5168.046875
	Iteration 60F: 3 clusters Score -5666687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -5666709.000000 Penalty: 5168.046875
	Iteration 61Q: 3 clusters Score -5666709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -5666718.000000 Penalty: 5168.046875
	Iteration 62Q: 3 clusters Score -5666718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -5666738.500000 Penalty: 5168.046875
	Iteration 63Q: 3 clusters Score -5666738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -5666745.000000 Penalty: 5168.046875
	Iteration 64Q: 3 clusters Score -5666745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -5666743.000000 Penalty: 5168.046875
	Iteration 65Q: 3 clusters Score -5666743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -5666745.500000 Penalty: 5168.046875
	Iteration 66Q: 3 clusters Score -5666746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -5666744.500000 Penalty: 5168.046875
	Iteration 67Q: 3 clusters Score -5666744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -5666744.500000 Penalty: 5168.046875
	Iteration 68Q: 3 clusters Score -5666744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -5666750.000000 Penalty: 5168.046875
	Iteration 69Q: 3 clusters Score -5666750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -5666746.000000 Penalty: 5168.046875
	Iteration 70Q: 3 clusters Score -5666746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -5666753.500000 Penalty: 5168.046875
	Iteration 71Q: 3 clusters Score -5666754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -5666751.000000 Penalty: 5168.046875
	Iteration 72Q: 3 clusters Score -5666751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -5666757.000000 Penalty: 5168.046875
	Iteration 73Q: 3 clusters Score -5666757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -5666761.500000 Penalty: 5168.046875
	Iteration 74Q: 3 clusters Score -5666762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -5666761.500000 Penalty: 5168.046875
	Iteration 75F: 3 clusters Score -5666762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Entering Unmasked Estep 
Score: -989797.687500 Penalty: 2157.190186
	Iteration 0F: 2 clusters Score -989797.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -984670.375000 Penalty: 4314.380371
	Iteration 0F: 3 clusters Score -984670.4 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -985991.250000 Penalty: 4314.380371
	Iteration 1F: 3 clusters Score -985991.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -986292.250000 Penalty: 4314.380371
	Iteration 2F: 3 clusters Score -986292.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -986540.437500 Penalty: 4314.380371
	Iteration 3F: 3 clusters Score -986540.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -986764.437500 Penalty: 4314.380371
	Iteration 4F: 3 clusters Score -986764.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -986977.125000 Penalty: 4314.380371
	Iteration 5F: 3 clusters Score -986977.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -987144.500000 Penalty: 4314.380371
	Iteration 6Q: 3 clusters Score -987144.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -987261.937500 Penalty: 4314.380371
	Iteration 7Q: 3 clusters Score -987261.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -987368.312500 Penalty: 4314.380371
	Iteration 8Q: 3 clusters Score -987368.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -987471.625000 Penalty: 4314.380371
	Iteration 9Q: 3 clusters Score -987471.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -987540.125000 Penalty: 4314.380371
	Iteration 10Q: 3 clusters Score -987540.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -987589.250000 Penalty: 4314.380371
	Iteration 11Q: 3 clusters Score -987589.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -987633.750000 Penalty: 4314.380371
	Iteration 12Q: 3 clusters Score -987633.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -987683.312500 Penalty: 4314.380371
	Iteration 13Q: 3 clusters Score -987683.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -987719.812500 Penalty: 4314.380371
	Iteration 14Q: 3 clusters Score -987719.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -987756.875000 Penalty: 4314.380371
	Iteration 15Q: 3 clusters Score -987756.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -987788.000000 Penalty: 4314.380371
	Iteration 16Q: 3 clusters Score -987788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -987817.250000 Penalty: 4314.380371
	Iteration 17Q: 3 clusters Score -987817.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -987847.625000 Penalty: 4314.380371
	Iteration 18Q: 3 clusters Score -987847.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -987874.937500 Penalty: 4314.380371
	Iteration 19Q: 3 clusters Score -987874.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -987899.625000 Penalty: 4314.380371
	Iteration 20F: 3 clusters Score -987899.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -987919.750000 Penalty: 4314.380371
	Iteration 21Q: 3 clusters Score -987919.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -987935.687500 Penalty: 4314.380371
	Iteration 22Q: 3 clusters Score -987935.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -987948.062500 Penalty: 4314.380371
	Iteration 23Q: 3 clusters Score -987948.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -987962.375000 Penalty: 4314.380371
	Iteration 24Q: 3 clusters Score -987962.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -987972.625000 Penalty: 4314.380371
	Iteration 25Q: 3 clusters Score -987972.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -987981.875000 Penalty: 4314.380371
	Iteration 26Q: 3 clusters Score -987981.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -988001.750000 Penalty: 4314.380371
	Iteration 27Q: 3 clusters Score -988001.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -988016.812500 Penalty: 4314.380371
	Iteration 28Q: 3 clusters Score -988016.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -988026.812500 Penalty: 4314.380371
	Iteration 29Q: 3 clusters Score -988026.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -988034.312500 Penalty: 4314.380371
	Iteration 30Q: 3 clusters Score -988034.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -988046.937500 Penalty: 4314.380371
	Iteration 31Q: 3 clusters Score -988046.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -988050.062500 Penalty: 4314.380371
	Iteration 32Q: 3 clusters Score -988050.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -988063.875000 Penalty: 4314.380371
	Iteration 33Q: 3 clusters Score -988063.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -988074.000000 Penalty: 4314.380371
	Iteration 34Q: 3 clusters Score -988074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -988083.562500 Penalty: 4314.380371
	Iteration 35Q: 3 clusters Score -988083.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -988088.500000 Penalty: 4314.380371
	Iteration 36Q: 3 clusters Score -988088.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -988093.625000 Penalty: 4314.380371
	Iteration 37Q: 3 clusters Score -988093.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -988100.312500 Penalty: 4314.380371
	Iteration 38Q: 3 clusters Score -988100.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -988107.812500 Penalty: 4314.380371
	Iteration 39Q: 3 clusters Score -988107.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -988110.562500 Penalty: 4314.380371
	Iteration 40F: 3 clusters Score -988110.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -988115.125000 Penalty: 4314.380371
	Iteration 41Q: 3 clusters Score -988115.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -988117.937500 Penalty: 4314.380371
	Iteration 42Q: 3 clusters Score -988117.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -988119.625000 Penalty: 4314.380371
	Iteration 43Q: 3 clusters Score -988119.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -988119.625000 Penalty: 4314.380371
	Iteration 44Q: 3 clusters Score -988119.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -988119.625000 Penalty: 4314.380371
	Iteration 45F: 3 clusters Score -988119.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Entering Unmasked Estep 
Score: -1317744.500000 Penalty: 2217.795166
	Iteration 0F: 2 clusters Score -1317744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1311597.250000 Penalty: 4435.590332
	Iteration 0F: 3 clusters Score -1311597 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1313267.750000 Penalty: 4435.590332
	Iteration 1F: 3 clusters Score -1313268 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1313599.750000 Penalty: 4435.590332
	Iteration 2F: 3 clusters Score -1313600 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1313905.250000 Penalty: 4435.590332
	Iteration 3F: 3 clusters Score -1313905 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1314164.250000 Penalty: 4435.590332
	Iteration 4F: 3 clusters Score -1314164 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1314402.625000 Penalty: 4435.590332
	Iteration 5Q: 3 clusters Score -1314403 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1314651.125000 Penalty: 4435.590332
	Iteration 6Q: 3 clusters Score -1314651 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1314882.875000 Penalty: 4435.590332
	Iteration 7Q: 3 clusters Score -1314883 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1315081.375000 Penalty: 4435.590332
	Iteration 8Q: 3 clusters Score -1315081 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1315235.750000 Penalty: 4435.590332
	Iteration 9Q: 3 clusters Score -1315236 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1315334.000000 Penalty: 4435.590332
	Iteration 10Q: 3 clusters Score -1315334 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1315417.125000 Penalty: 4435.590332
	Iteration 11Q: 3 clusters Score -1315417 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1315474.375000 Penalty: 4435.590332
	Iteration 12Q: 3 clusters Score -1315474 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1315518.000000 Penalty: 4435.590332
	Iteration 13Q: 3 clusters Score -1315518 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1315555.375000 Penalty: 4435.590332
	Iteration 14Q: 3 clusters Score -1315555 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1315579.250000 Penalty: 4435.590332
	Iteration 15Q: 3 clusters Score -1315579 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1315600.000000 Penalty: 4435.590332
	Iteration 16Q: 3 clusters Score -1315600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1315609.000000 Penalty: 4435.590332
	Iteration 17Q: 3 clusters Score -1315609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1315616.250000 Penalty: 4435.590332
	Iteration 18Q: 3 clusters Score -1315616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1315624.250000 Penalty: 4435.590332
	Iteration 19Q: 3 clusters Score -1315624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1315636.000000 Penalty: 4435.590332
	Iteration 20F: 3 clusters Score -1315636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1315643.875000 Penalty: 4435.590332
	Iteration 21Q: 3 clusters Score -1315644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1315648.625000 Penalty: 4435.590332
	Iteration 22Q: 3 clusters Score -1315649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1315657.625000 Penalty: 4435.590332
	Iteration 23Q: 3 clusters Score -1315658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1315656.875000 Penalty: 4435.590332
	Iteration 24Q: 3 clusters Score -1315657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1315657.875000 Penalty: 4435.590332
	Iteration 25Q: 3 clusters Score -1315658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1315659.125000 Penalty: 4435.590332
	Iteration 26Q: 3 clusters Score -1315659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1315659.500000 Penalty: 4435.590332
	Iteration 27Q: 3 clusters Score -1315660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1315661.250000 Penalty: 4435.590332
	Iteration 28Q: 3 clusters Score -1315661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1315663.250000 Penalty: 4435.590332
	Iteration 29Q: 3 clusters Score -1315663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1315664.375000 Penalty: 4435.590332
	Iteration 30Q: 3 clusters Score -1315664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1315668.000000 Penalty: 4435.590332
	Iteration 31Q: 3 clusters Score -1315668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1315670.000000 Penalty: 4435.590332
	Iteration 32Q: 3 clusters Score -1315670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1315671.250000 Penalty: 4435.590332
	Iteration 33Q: 3 clusters Score -1315671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1315670.625000 Penalty: 4435.590332
	Iteration 34Q: 3 clusters Score -1315671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1315673.250000 Penalty: 4435.590332
	Iteration 35Q: 3 clusters Score -1315673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1315675.250000 Penalty: 4435.590332
	Iteration 36Q: 3 clusters Score -1315675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1315675.250000 Penalty: 4435.590332
	Iteration 37F: 3 clusters Score -1315675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Entering Unmasked Estep 
Score: -292936.625000 Penalty: 1870.074219
	Iteration 0F: 2 clusters Score -292936.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -290436.093750 Penalty: 3740.148438
	Iteration 0F: 3 clusters Score -290436.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -290937.750000 Penalty: 3740.148438
	Iteration 1F: 3 clusters Score -290937.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -291077.156250 Penalty: 3740.148438
	Iteration 2F: 3 clusters Score -291077.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -291153.500000 Penalty: 3740.148438
	Iteration 3Q: 3 clusters Score -291153.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -291219.312500 Penalty: 3740.148438
	Iteration 4Q: 3 clusters Score -291219.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -291304.375000 Penalty: 3740.148438
	Iteration 5Q: 3 clusters Score -291304.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -291412.875000 Penalty: 3740.148438
	Iteration 6Q: 3 clusters Score -291412.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -291459.718750 Penalty: 3740.148438
	Iteration 7Q: 3 clusters Score -291459.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -291492.000000 Penalty: 3740.148438
	Iteration 8Q: 3 clusters Score -291492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -291522.562500 Penalty: 3740.148438
	Iteration 9Q: 3 clusters Score -291522.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -291540.562500 Penalty: 3740.148438
	Iteration 10Q: 3 clusters Score -291540.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -291555.218750 Penalty: 3740.148438
	Iteration 11Q: 3 clusters Score -291555.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -291574.875000 Penalty: 3740.148438
	Iteration 12Q: 3 clusters Score -291574.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -291585.781250 Penalty: 3740.148438
	Iteration 13Q: 3 clusters Score -291585.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -291596.781250 Penalty: 3740.148438
	Iteration 14Q: 3 clusters Score -291596.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -291607.312500 Penalty: 3740.148438
	Iteration 15Q: 3 clusters Score -291607.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -291613.656250 Penalty: 3740.148438
	Iteration 16Q: 3 clusters Score -291613.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -291619.656250 Penalty: 3740.148438
	Iteration 17Q: 3 clusters Score -291619.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -291625.218750 Penalty: 3740.148438
	Iteration 18Q: 3 clusters Score -291625.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -291630.718750 Penalty: 3740.148438
	Iteration 19Q: 3 clusters Score -291630.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -291635.218750 Penalty: 3740.148438
	Iteration 20F: 3 clusters Score -291635.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -291640.968750 Penalty: 3740.148438
	Iteration 21Q: 3 clusters Score -291641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -291648.343750 Penalty: 3740.148438
	Iteration 22Q: 3 clusters Score -291648.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -291660.687500 Penalty: 3740.148438
	Iteration 23Q: 3 clusters Score -291660.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -291669.531250 Penalty: 3740.148438
	Iteration 24Q: 3 clusters Score -291669.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -291681.468750 Penalty: 3740.148438
	Iteration 25Q: 3 clusters Score -291681.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -291692.468750 Penalty: 3740.148438
	Iteration 26Q: 3 clusters Score -291692.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -291707.625000 Penalty: 3740.148438
	Iteration 27Q: 3 clusters Score -291707.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -291722.625000 Penalty: 3740.148438
	Iteration 28Q: 3 clusters Score -291722.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -291745.218750 Penalty: 3740.148438
	Iteration 29Q: 3 clusters Score -291745.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -291759.406250 Penalty: 3740.148438
	Iteration 30Q: 3 clusters Score -291759.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -291773.468750 Penalty: 3740.148438
	Iteration 31Q: 3 clusters Score -291773.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -291789.468750 Penalty: 3740.148438
	Iteration 32Q: 3 clusters Score -291789.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -291810.125000 Penalty: 3740.148438
	Iteration 33Q: 3 clusters Score -291810.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -291833.718750 Penalty: 3740.148438
	Iteration 34Q: 3 clusters Score -291833.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -291850.062500 Penalty: 3740.148438
	Iteration 35Q: 3 clusters Score -291850.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -291860.562500 Penalty: 3740.148438
	Iteration 36Q: 3 clusters Score -291860.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -291869.312500 Penalty: 3740.148438
	Iteration 37Q: 3 clusters Score -291869.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -291875.156250 Penalty: 3740.148438
	Iteration 38Q: 3 clusters Score -291875.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -291879.156250 Penalty: 3740.148438
	Iteration 39Q: 3 clusters Score -291879.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -291887.843750 Penalty: 3740.148438
	Iteration 40F: 3 clusters Score -291887.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -291903.062500 Penalty: 3740.148438
	Iteration 41Q: 3 clusters Score -291903.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -291913.000000 Penalty: 3740.148438
	Iteration 42Q: 3 clusters Score -291913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -291923.281250 Penalty: 3740.148438
	Iteration 43Q: 3 clusters Score -291923.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -291933.250000 Penalty: 3740.148438
	Iteration 44Q: 3 clusters Score -291933.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -291937.375000 Penalty: 3740.148438
	Iteration 45Q: 3 clusters Score -291937.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -291939.375000 Penalty: 3740.148438
	Iteration 46Q: 3 clusters Score -291939.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -291941.937500 Penalty: 3740.148438
	Iteration 47Q: 3 clusters Score -291941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -291945.187500 Penalty: 3740.148438
	Iteration 48Q: 3 clusters Score -291945.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -291945.843750 Penalty: 3740.148438
	Iteration 49Q: 3 clusters Score -291945.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -291946.687500 Penalty: 3740.148438
	Iteration 50Q: 3 clusters Score -291946.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -291947.375000 Penalty: 3740.148438
	Iteration 51Q: 3 clusters Score -291947.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -291947.375000 Penalty: 3740.148438
	Iteration 52F: 3 clusters Score -291947.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Entering Unmasked Estep 
Score: -5464548.500000 Penalty: 2566.688477
	Iteration 0F: 2 clusters Score -5464548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -5443037.500000 Penalty: 5133.376953
	Iteration 0F: 3 clusters Score -5443038 nChanged 14111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -5450690.000000 Penalty: 5133.376953
	Iteration 1F: 3 clusters Score -5450690 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -5451043.000000 Penalty: 5133.376953
	Iteration 2Q: 3 clusters Score -5451043 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -5451351.500000 Penalty: 5133.376953
	Iteration 3Q: 3 clusters Score -5451352 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -5451572.000000 Penalty: 5133.376953
	Iteration 4Q: 3 clusters Score -5451572 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -5451841.000000 Penalty: 5133.376953
	Iteration 5Q: 3 clusters Score -5451841 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -5452055.000000 Penalty: 5133.376953
	Iteration 6Q: 3 clusters Score -5452055 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -5452390.000000 Penalty: 5133.376953
	Iteration 7Q: 3 clusters Score -5452390 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -5452866.500000 Penalty: 5133.376953
	Iteration 8Q: 3 clusters Score -5452866 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -5453517.000000 Penalty: 5133.376953
	Iteration 9Q: 3 clusters Score -5453517 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -5454435.000000 Penalty: 5133.376953
	Iteration 10Q: 3 clusters Score -5454435 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -5455698.500000 Penalty: 5133.376953
	Iteration 11F: 3 clusters Score -5455698 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -5457193.000000 Penalty: 5133.376953
	Iteration 12F: 3 clusters Score -5457193 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -5458726.500000 Penalty: 5133.376953
	Iteration 13F: 3 clusters Score -5458726 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -5459988.500000 Penalty: 5133.376953
	Iteration 14Q: 3 clusters Score -5459988 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -5460972.500000 Penalty: 5133.376953
	Iteration 15Q: 3 clusters Score -5460972 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -5461543.500000 Penalty: 5133.376953
	Iteration 16Q: 3 clusters Score -5461544 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -5461900.000000 Penalty: 5133.376953
	Iteration 17Q: 3 clusters Score -5461900 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -5462074.500000 Penalty: 5133.376953
	Iteration 18Q: 3 clusters Score -5462074 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -5462150.500000 Penalty: 5133.376953
	Iteration 19Q: 3 clusters Score -5462150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -5462201.000000 Penalty: 5133.376953
	Iteration 20F: 3 clusters Score -5462201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -5462227.000000 Penalty: 5133.376953
	Iteration 21Q: 3 clusters Score -5462227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -5462266.000000 Penalty: 5133.376953
	Iteration 22Q: 3 clusters Score -5462266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -5462283.000000 Penalty: 5133.376953
	Iteration 23Q: 3 clusters Score -5462283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -5462293.000000 Penalty: 5133.376953
	Iteration 24Q: 3 clusters Score -5462293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -5462298.500000 Penalty: 5133.376953
	Iteration 25Q: 3 clusters Score -5462298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -5462299.000000 Penalty: 5133.376953
	Iteration 26Q: 3 clusters Score -5462299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -5462309.500000 Penalty: 5133.376953
	Iteration 27Q: 3 clusters Score -5462310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -5462310.000000 Penalty: 5133.376953
	Iteration 28Q: 3 clusters Score -5462310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -5462313.500000 Penalty: 5133.376953
	Iteration 29Q: 3 clusters Score -5462314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -5462317.000000 Penalty: 5133.376953
	Iteration 30Q: 3 clusters Score -5462317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -5462317.000000 Penalty: 5133.376953
	Iteration 31F: 3 clusters Score -5462317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -20182.230469 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -20182.23 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 88 members 
Entering Unmasked Estep 
Score: -19279.109375 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -19279.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -19525.224609 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -19525.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -19635.705078 Penalty: 2561.733887
	Iteration 2F: 3 clusters Score -19635.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -19731.767578 Penalty: 2561.733887
	Iteration 3F: 3 clusters Score -19731.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -19751.017578 Penalty: 2561.733887
	Iteration 4Q: 3 clusters Score -19751.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -19751.017578 Penalty: 2561.733887
	Iteration 5F: 3 clusters Score -19751.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Entering Unmasked Estep 
Score: -1090219.750000 Penalty: 2177.139404
	Iteration 0F: 2 clusters Score -1090220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1084764.500000 Penalty: 4354.278809
	Iteration 0F: 3 clusters Score -1084764 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1086251.625000 Penalty: 4354.278809
	Iteration 1F: 3 clusters Score -1086252 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1086613.375000 Penalty: 4354.278809
	Iteration 2F: 3 clusters Score -1086613 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1086919.875000 Penalty: 4354.278809
	Iteration 3F: 3 clusters Score -1086920 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1087214.125000 Penalty: 4354.278809
	Iteration 4F: 3 clusters Score -1087214 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1087468.000000 Penalty: 4354.278809
	Iteration 5F: 3 clusters Score -1087468 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1087705.250000 Penalty: 4354.278809
	Iteration 6F: 3 clusters Score -1087705 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1087910.875000 Penalty: 4354.278809
	Iteration 7Q: 3 clusters Score -1087911 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1088081.625000 Penalty: 4354.278809
	Iteration 8Q: 3 clusters Score -1088082 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1088228.125000 Penalty: 4354.278809
	Iteration 9Q: 3 clusters Score -1088228 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1088354.875000 Penalty: 4354.278809
	Iteration 10Q: 3 clusters Score -1088355 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1088451.375000 Penalty: 4354.278809
	Iteration 11Q: 3 clusters Score -1088451 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1088536.750000 Penalty: 4354.278809
	Iteration 12Q: 3 clusters Score -1088537 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1088609.625000 Penalty: 4354.278809
	Iteration 13Q: 3 clusters Score -1088610 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1088668.375000 Penalty: 4354.278809
	Iteration 14Q: 3 clusters Score -1088668 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1088709.250000 Penalty: 4354.278809
	Iteration 15Q: 3 clusters Score -1088709 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1088737.625000 Penalty: 4354.278809
	Iteration 16Q: 3 clusters Score -1088738 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1088771.875000 Penalty: 4354.278809
	Iteration 17Q: 3 clusters Score -1088772 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1088820.375000 Penalty: 4354.278809
	Iteration 18Q: 3 clusters Score -1088820 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1088872.125000 Penalty: 4354.278809
	Iteration 19Q: 3 clusters Score -1088872 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1088927.875000 Penalty: 4354.278809
	Iteration 20F: 3 clusters Score -1088928 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1088987.000000 Penalty: 4354.278809
	Iteration 21Q: 3 clusters Score -1088987 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1089032.750000 Penalty: 4354.278809
	Iteration 22Q: 3 clusters Score -1089033 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1089061.875000 Penalty: 4354.278809
	Iteration 23Q: 3 clusters Score -1089062 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1089086.000000 Penalty: 4354.278809
	Iteration 24Q: 3 clusters Score -1089086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1089103.375000 Penalty: 4354.278809
	Iteration 25Q: 3 clusters Score -1089103 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1089116.500000 Penalty: 4354.278809
	Iteration 26Q: 3 clusters Score -1089116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1089130.500000 Penalty: 4354.278809
	Iteration 27Q: 3 clusters Score -1089130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1089145.500000 Penalty: 4354.278809
	Iteration 28Q: 3 clusters Score -1089146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1089150.875000 Penalty: 4354.278809
	Iteration 29Q: 3 clusters Score -1089151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1089163.250000 Penalty: 4354.278809
	Iteration 30Q: 3 clusters Score -1089163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1089174.250000 Penalty: 4354.278809
	Iteration 31Q: 3 clusters Score -1089174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1089181.750000 Penalty: 4354.278809
	Iteration 32Q: 3 clusters Score -1089182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1089183.625000 Penalty: 4354.278809
	Iteration 33Q: 3 clusters Score -1089184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1089186.125000 Penalty: 4354.278809
	Iteration 34Q: 3 clusters Score -1089186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1089185.875000 Penalty: 4354.278809
	Iteration 35Q: 3 clusters Score -1089186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1089188.500000 Penalty: 4354.278809
	Iteration 36Q: 3 clusters Score -1089188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1089190.750000 Penalty: 4354.278809
	Iteration 37Q: 3 clusters Score -1089191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1089194.750000 Penalty: 4354.278809
	Iteration 38Q: 3 clusters Score -1089195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1089195.500000 Penalty: 4354.278809
	Iteration 39Q: 3 clusters Score -1089196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1089194.375000 Penalty: 4354.278809
	Iteration 40F: 3 clusters Score -1089194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1089197.750000 Penalty: 4354.278809
	Iteration 41Q: 3 clusters Score -1089198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1089198.875000 Penalty: 4354.278809
	Iteration 42Q: 3 clusters Score -1089199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1089201.250000 Penalty: 4354.278809
	Iteration 43Q: 3 clusters Score -1089201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1089201.750000 Penalty: 4354.278809
	Iteration 44Q: 3 clusters Score -1089202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1089204.875000 Penalty: 4354.278809
	Iteration 45Q: 3 clusters Score -1089205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1089203.750000 Penalty: 4354.278809
	Iteration 46Q: 3 clusters Score -1089204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1089205.250000 Penalty: 4354.278809
	Iteration 47Q: 3 clusters Score -1089205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1089207.375000 Penalty: 4354.278809
	Iteration 48Q: 3 clusters Score -1089207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1089207.375000 Penalty: 4354.278809
	Iteration 49Q: 3 clusters Score -1089207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1089207.875000 Penalty: 4354.278809
	Iteration 50Q: 3 clusters Score -1089208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1089209.125000 Penalty: 4354.278809
	Iteration 51Q: 3 clusters Score -1089209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1089210.375000 Penalty: 4354.278809
	Iteration 52Q: 3 clusters Score -1089210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1089212.250000 Penalty: 4354.278809
	Iteration 53Q: 3 clusters Score -1089212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1089215.125000 Penalty: 4354.278809
	Iteration 54Q: 3 clusters Score -1089215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1089217.000000 Penalty: 4354.278809
	Iteration 55Q: 3 clusters Score -1089217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1089218.000000 Penalty: 4354.278809
	Iteration 56Q: 3 clusters Score -1089218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1089218.750000 Penalty: 4354.278809
	Iteration 57Q: 3 clusters Score -1089219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1089218.500000 Penalty: 4354.278809
	Iteration 58Q: 3 clusters Score -1089218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1089219.750000 Penalty: 4354.278809
	Iteration 59Q: 3 clusters Score -1089220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1089219.750000 Penalty: 4354.278809
	Iteration 60F: 3 clusters Score -1089220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Entering Unmasked Estep 
Score: -5622892.500000 Penalty: 2583.667969
	Iteration 0F: 2 clusters Score -5622892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -5600155.500000 Penalty: 5167.335938
	Iteration 0F: 3 clusters Score -5600156 nChanged 15146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -5608342.500000 Penalty: 5167.335938
	Iteration 1F: 3 clusters Score -5608342 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -5609114.000000 Penalty: 5167.335938
	Iteration 2F: 3 clusters Score -5609114 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -5610001.500000 Penalty: 5167.335938
	Iteration 3F: 3 clusters Score -5610002 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -5611106.500000 Penalty: 5167.335938
	Iteration 4F: 3 clusters Score -5611106 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -5612392.000000 Penalty: 5167.335938
	Iteration 5F: 3 clusters Score -5612392 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -5613685.500000 Penalty: 5167.335938
	Iteration 6F: 3 clusters Score -5613686 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -5614704.000000 Penalty: 5167.335938
	Iteration 7F: 3 clusters Score -5614704 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -5615438.500000 Penalty: 5167.335938
	Iteration 8Q: 3 clusters Score -5615438 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -5615909.500000 Penalty: 5167.335938
	Iteration 9Q: 3 clusters Score -5615910 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -5616166.000000 Penalty: 5167.335938
	Iteration 10Q: 3 clusters Score -5616166 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -5616379.500000 Penalty: 5167.335938
	Iteration 11Q: 3 clusters Score -5616380 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -5616539.000000 Penalty: 5167.335938
	Iteration 12Q: 3 clusters Score -5616539 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -5616733.000000 Penalty: 5167.335938
	Iteration 13Q: 3 clusters Score -5616733 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -5616944.500000 Penalty: 5167.335938
	Iteration 14Q: 3 clusters Score -5616944 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -5617153.500000 Penalty: 5167.335938
	Iteration 15Q: 3 clusters Score -5617154 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -5617388.500000 Penalty: 5167.335938
	Iteration 16Q: 3 clusters Score -5617388 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -5617638.000000 Penalty: 5167.335938
	Iteration 17Q: 3 clusters Score -5617638 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -5617980.500000 Penalty: 5167.335938
	Iteration 18Q: 3 clusters Score -5617980 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -5618337.500000 Penalty: 5167.335938
	Iteration 19Q: 3 clusters Score -5618338 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -5618556.000000 Penalty: 5167.335938
	Iteration 20F: 3 clusters Score -5618556 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -5618726.500000 Penalty: 5167.335938
	Iteration 21Q: 3 clusters Score -5618726 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -5618820.500000 Penalty: 5167.335938
	Iteration 22Q: 3 clusters Score -5618820 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -5618862.500000 Penalty: 5167.335938
	Iteration 23Q: 3 clusters Score -5618862 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -5618937.500000 Penalty: 5167.335938
	Iteration 24Q: 3 clusters Score -5618938 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -5618981.500000 Penalty: 5167.335938
	Iteration 25Q: 3 clusters Score -5618982 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -5619024.500000 Penalty: 5167.335938
	Iteration 26Q: 3 clusters Score -5619024 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -5619060.500000 Penalty: 5167.335938
	Iteration 27Q: 3 clusters Score -5619060 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -5619118.000000 Penalty: 5167.335938
	Iteration 28Q: 3 clusters Score -5619118 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -5619207.000000 Penalty: 5167.335938
	Iteration 29Q: 3 clusters Score -5619207 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -5619271.000000 Penalty: 5167.335938
	Iteration 30Q: 3 clusters Score -5619271 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -5619318.500000 Penalty: 5167.335938
	Iteration 31Q: 3 clusters Score -5619318 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -5619384.500000 Penalty: 5167.335938
	Iteration 32Q: 3 clusters Score -5619384 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -5619434.000000 Penalty: 5167.335938
	Iteration 33Q: 3 clusters Score -5619434 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -5619488.000000 Penalty: 5167.335938
	Iteration 34Q: 3 clusters Score -5619488 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -5619514.000000 Penalty: 5167.335938
	Iteration 35Q: 3 clusters Score -5619514 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -5619549.500000 Penalty: 5167.335938
	Iteration 36Q: 3 clusters Score -5619550 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -5619543.000000 Penalty: 5167.335938
	Iteration 37Q: 3 clusters Score -5619543 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -5619541.000000 Penalty: 5167.335938
	Iteration 38Q: 3 clusters Score -5619541 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -5619551.500000 Penalty: 5167.335938
	Iteration 39Q: 3 clusters Score -5619552 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -5619553.500000 Penalty: 5167.335938
	Iteration 40F: 3 clusters Score -5619554 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -5619559.000000 Penalty: 5167.335938
	Iteration 41Q: 3 clusters Score -5619559 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -5619570.000000 Penalty: 5167.335938
	Iteration 42Q: 3 clusters Score -5619570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -5619568.000000 Penalty: 5167.335938
	Iteration 43Q: 3 clusters Score -5619568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -5619581.000000 Penalty: 5167.335938
	Iteration 44Q: 3 clusters Score -5619581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -5619588.500000 Penalty: 5167.335938
	Iteration 45Q: 3 clusters Score -5619588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -5619596.000000 Penalty: 5167.335938
	Iteration 46Q: 3 clusters Score -5619596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -5619597.000000 Penalty: 5167.335938
	Iteration 47Q: 3 clusters Score -5619597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -5619594.000000 Penalty: 5167.335938
	Iteration 48Q: 3 clusters Score -5619594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -5619586.500000 Penalty: 5167.335938
	Iteration 49Q: 3 clusters Score -5619586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -5619587.000000 Penalty: 5167.335938
	Iteration 50Q: 3 clusters Score -5619587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -5619587.500000 Penalty: 5167.335938
	Iteration 51Q: 3 clusters Score -5619588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -5619591.500000 Penalty: 5167.335938
	Iteration 52Q: 3 clusters Score -5619592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -5619591.500000 Penalty: 5167.335938
	Iteration 53Q: 3 clusters Score -5619592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -5619594.500000 Penalty: 5167.335938
	Iteration 54Q: 3 clusters Score -5619594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -5619598.500000 Penalty: 5167.335938
	Iteration 55Q: 3 clusters Score -5619598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -5619596.000000 Penalty: 5167.335938
	Iteration 56Q: 3 clusters Score -5619596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -5619592.500000 Penalty: 5167.335938
	Iteration 57Q: 3 clusters Score -5619592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -5619601.500000 Penalty: 5167.335938
	Iteration 58Q: 3 clusters Score -5619602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -5619601.500000 Penalty: 5167.335938
	Iteration 59F: 3 clusters Score -5619602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Entering Unmasked Estep 
Score: -606611.625000 Penalty: 2030.863770
	Iteration 0F: 2 clusters Score -606611.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -603015.000000 Penalty: 4061.727539
	Iteration 0F: 3 clusters Score -603015 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -603813.312500 Penalty: 4061.727539
	Iteration 1F: 3 clusters Score -603813.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -604024.875000 Penalty: 4061.727539
	Iteration 2F: 3 clusters Score -604024.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -604181.312500 Penalty: 4061.727539
	Iteration 3F: 3 clusters Score -604181.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -604339.562500 Penalty: 4061.727539
	Iteration 4F: 3 clusters Score -604339.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -604505.875000 Penalty: 4061.727539
	Iteration 5F: 3 clusters Score -604505.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -604680.562500 Penalty: 4061.727539
	Iteration 6Q: 3 clusters Score -604680.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -604877.187500 Penalty: 4061.727539
	Iteration 7Q: 3 clusters Score -604877.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -605097.187500 Penalty: 4061.727539
	Iteration 8F: 3 clusters Score -605097.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -605261.125000 Penalty: 4061.727539
	Iteration 9Q: 3 clusters Score -605261.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -605385.875000 Penalty: 4061.727539
	Iteration 10Q: 3 clusters Score -605385.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -605463.062500 Penalty: 4061.727539
	Iteration 11Q: 3 clusters Score -605463.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -605509.187500 Penalty: 4061.727539
	Iteration 12Q: 3 clusters Score -605509.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -605536.625000 Penalty: 4061.727539
	Iteration 13Q: 3 clusters Score -605536.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -605557.875000 Penalty: 4061.727539
	Iteration 14Q: 3 clusters Score -605557.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -605571.625000 Penalty: 4061.727539
	Iteration 15Q: 3 clusters Score -605571.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -605578.375000 Penalty: 4061.727539
	Iteration 16Q: 3 clusters Score -605578.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -605582.687500 Penalty: 4061.727539
	Iteration 17Q: 3 clusters Score -605582.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -605588.062500 Penalty: 4061.727539
	Iteration 18Q: 3 clusters Score -605588.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -605589.812500 Penalty: 4061.727539
	Iteration 19Q: 3 clusters Score -605589.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -605595.437500 Penalty: 4061.727539
	Iteration 20F: 3 clusters Score -605595.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -605600.250000 Penalty: 4061.727539
	Iteration 21Q: 3 clusters Score -605600.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -605606.750000 Penalty: 4061.727539
	Iteration 22Q: 3 clusters Score -605606.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -605608.250000 Penalty: 4061.727539
	Iteration 23Q: 3 clusters Score -605608.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -605609.250000 Penalty: 4061.727539
	Iteration 24Q: 3 clusters Score -605609.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -605608.750000 Penalty: 4061.727539
	Iteration 25Q: 3 clusters Score -605608.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -605611.187500 Penalty: 4061.727539
	Iteration 26Q: 3 clusters Score -605611.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -605613.187500 Penalty: 4061.727539
	Iteration 27Q: 3 clusters Score -605613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -605613.437500 Penalty: 4061.727539
	Iteration 28Q: 3 clusters Score -605613.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -605613.437500 Penalty: 4061.727539
	Iteration 29F: 3 clusters Score -605613.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Entering Unmasked Estep 
Score: -1732230.375000 Penalty: 2292.336426
	Iteration 0F: 2 clusters Score -1732230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1724407.750000 Penalty: 4584.672852
	Iteration 0F: 3 clusters Score -1724408 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1726728.250000 Penalty: 4584.672852
	Iteration 1F: 3 clusters Score -1726728 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1727137.750000 Penalty: 4584.672852
	Iteration 2F: 3 clusters Score -1727138 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1727498.250000 Penalty: 4584.672852
	Iteration 3F: 3 clusters Score -1727498 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1727838.125000 Penalty: 4584.672852
	Iteration 4F: 3 clusters Score -1727838 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1728147.750000 Penalty: 4584.672852
	Iteration 5Q: 3 clusters Score -1728148 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1728404.250000 Penalty: 4584.672852
	Iteration 6Q: 3 clusters Score -1728404 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1728610.750000 Penalty: 4584.672852
	Iteration 7Q: 3 clusters Score -1728611 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1728791.625000 Penalty: 4584.672852
	Iteration 8Q: 3 clusters Score -1728792 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1728981.000000 Penalty: 4584.672852
	Iteration 9Q: 3 clusters Score -1728981 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1729159.000000 Penalty: 4584.672852
	Iteration 10Q: 3 clusters Score -1729159 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1729291.875000 Penalty: 4584.672852
	Iteration 11Q: 3 clusters Score -1729292 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1729380.625000 Penalty: 4584.672852
	Iteration 12Q: 3 clusters Score -1729381 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1729452.375000 Penalty: 4584.672852
	Iteration 13Q: 3 clusters Score -1729452 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1729504.875000 Penalty: 4584.672852
	Iteration 14Q: 3 clusters Score -1729505 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1729557.750000 Penalty: 4584.672852
	Iteration 15Q: 3 clusters Score -1729558 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1729612.375000 Penalty: 4584.672852
	Iteration 16Q: 3 clusters Score -1729612 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1729665.125000 Penalty: 4584.672852
	Iteration 17Q: 3 clusters Score -1729665 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1729732.750000 Penalty: 4584.672852
	Iteration 18Q: 3 clusters Score -1729733 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1729833.125000 Penalty: 4584.672852
	Iteration 19Q: 3 clusters Score -1729833 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1729957.625000 Penalty: 4584.672852
	Iteration 20F: 3 clusters Score -1729958 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1730051.375000 Penalty: 4584.672852
	Iteration 21Q: 3 clusters Score -1730051 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1730108.000000 Penalty: 4584.672852
	Iteration 22Q: 3 clusters Score -1730108 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1730155.750000 Penalty: 4584.672852
	Iteration 23Q: 3 clusters Score -1730156 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1730190.125000 Penalty: 4584.672852
	Iteration 24Q: 3 clusters Score -1730190 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1730232.250000 Penalty: 4584.672852
	Iteration 25Q: 3 clusters Score -1730232 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1730265.500000 Penalty: 4584.672852
	Iteration 26Q: 3 clusters Score -1730266 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1730289.375000 Penalty: 4584.672852
	Iteration 27Q: 3 clusters Score -1730289 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1730323.125000 Penalty: 4584.672852
	Iteration 28Q: 3 clusters Score -1730323 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1730372.875000 Penalty: 4584.672852
	Iteration 29Q: 3 clusters Score -1730373 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1730427.625000 Penalty: 4584.672852
	Iteration 30Q: 3 clusters Score -1730428 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1730490.250000 Penalty: 4584.672852
	Iteration 31Q: 3 clusters Score -1730490 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1730565.875000 Penalty: 4584.672852
	Iteration 32Q: 3 clusters Score -1730566 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1730653.375000 Penalty: 4584.672852
	Iteration 33Q: 3 clusters Score -1730653 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1730725.750000 Penalty: 4584.672852
	Iteration 34Q: 3 clusters Score -1730726 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1730787.625000 Penalty: 4584.672852
	Iteration 35Q: 3 clusters Score -1730788 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1730840.750000 Penalty: 4584.672852
	Iteration 36Q: 3 clusters Score -1730841 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1730870.625000 Penalty: 4584.672852
	Iteration 37Q: 3 clusters Score -1730871 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1730903.500000 Penalty: 4584.672852
	Iteration 38Q: 3 clusters Score -1730904 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1730928.125000 Penalty: 4584.672852
	Iteration 39Q: 3 clusters Score -1730928 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1730959.500000 Penalty: 4584.672852
	Iteration 40F: 3 clusters Score -1730960 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1730981.250000 Penalty: 4584.672852
	Iteration 41Q: 3 clusters Score -1730981 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1731012.500000 Penalty: 4584.672852
	Iteration 42Q: 3 clusters Score -1731012 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1731025.875000 Penalty: 4584.672852
	Iteration 43Q: 3 clusters Score -1731026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1731042.000000 Penalty: 4584.672852
	Iteration 44Q: 3 clusters Score -1731042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1731046.750000 Penalty: 4584.672852
	Iteration 45Q: 3 clusters Score -1731047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1731051.125000 Penalty: 4584.672852
	Iteration 46Q: 3 clusters Score -1731051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1731055.375000 Penalty: 4584.672852
	Iteration 47Q: 3 clusters Score -1731055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1731062.625000 Penalty: 4584.672852
	Iteration 48Q: 3 clusters Score -1731063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1731064.375000 Penalty: 4584.672852
	Iteration 49Q: 3 clusters Score -1731064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1731070.375000 Penalty: 4584.672852
	Iteration 50Q: 3 clusters Score -1731070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1731079.500000 Penalty: 4584.672852
	Iteration 51Q: 3 clusters Score -1731080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1731091.375000 Penalty: 4584.672852
	Iteration 52Q: 3 clusters Score -1731091 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1731104.000000 Penalty: 4584.672852
	Iteration 53Q: 3 clusters Score -1731104 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1731117.625000 Penalty: 4584.672852
	Iteration 54Q: 3 clusters Score -1731118 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1731131.125000 Penalty: 4584.672852
	Iteration 55Q: 3 clusters Score -1731131 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1731140.125000 Penalty: 4584.672852
	Iteration 56Q: 3 clusters Score -1731140 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1731146.625000 Penalty: 4584.672852
	Iteration 57Q: 3 clusters Score -1731147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1731154.125000 Penalty: 4584.672852
	Iteration 58Q: 3 clusters Score -1731154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1731159.125000 Penalty: 4584.672852
	Iteration 59Q: 3 clusters Score -1731159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1731159.875000 Penalty: 4584.672852
	Iteration 60F: 3 clusters Score -1731160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1731168.375000 Penalty: 4584.672852
	Iteration 61Q: 3 clusters Score -1731168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1731168.625000 Penalty: 4584.672852
	Iteration 62Q: 3 clusters Score -1731169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1731164.875000 Penalty: 4584.672852
	Iteration 63Q: 3 clusters Score -1731165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1731171.250000 Penalty: 4584.672852
	Iteration 64Q: 3 clusters Score -1731171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1731173.875000 Penalty: 4584.672852
	Iteration 65Q: 3 clusters Score -1731174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1731174.000000 Penalty: 4584.672852
	Iteration 66Q: 3 clusters Score -1731174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1731173.875000 Penalty: 4584.672852
	Iteration 67Q: 3 clusters Score -1731174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1731174.875000 Penalty: 4584.672852
	Iteration 68Q: 3 clusters Score -1731175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1731176.250000 Penalty: 4584.672852
	Iteration 69Q: 3 clusters Score -1731176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1731180.250000 Penalty: 4584.672852
	Iteration 70Q: 3 clusters Score -1731180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1731182.125000 Penalty: 4584.672852
	Iteration 71Q: 3 clusters Score -1731182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1731184.125000 Penalty: 4584.672852
	Iteration 72Q: 3 clusters Score -1731184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1731184.500000 Penalty: 4584.672852
	Iteration 73Q: 3 clusters Score -1731184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1731187.250000 Penalty: 4584.672852
	Iteration 74Q: 3 clusters Score -1731187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1731188.375000 Penalty: 4584.672852
	Iteration 75Q: 3 clusters Score -1731188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1731188.375000 Penalty: 4584.672852
	Iteration 76F: 3 clusters Score -1731188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Entering Unmasked Estep 
Score: -464917.468750 Penalty: 1970.058105
	Iteration 0F: 2 clusters Score -464917.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -461772.968750 Penalty: 3940.116211
	Iteration 0F: 3 clusters Score -461773 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -462437.062500 Penalty: 3940.116211
	Iteration 1F: 3 clusters Score -462437.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -462601.062500 Penalty: 3940.116211
	Iteration 2F: 3 clusters Score -462601.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -462702.093750 Penalty: 3940.116211
	Iteration 3Q: 3 clusters Score -462702.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -462795.093750 Penalty: 3940.116211
	Iteration 4Q: 3 clusters Score -462795.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -462869.781250 Penalty: 3940.116211
	Iteration 5Q: 3 clusters Score -462869.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -462936.281250 Penalty: 3940.116211
	Iteration 6Q: 3 clusters Score -462936.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -462989.625000 Penalty: 3940.116211
	Iteration 7Q: 3 clusters Score -462989.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -463024.125000 Penalty: 3940.116211
	Iteration 8Q: 3 clusters Score -463024.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -463046.968750 Penalty: 3940.116211
	Iteration 9Q: 3 clusters Score -463047 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -463075.750000 Penalty: 3940.116211
	Iteration 10Q: 3 clusters Score -463075.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -463107.250000 Penalty: 3940.116211
	Iteration 11Q: 3 clusters Score -463107.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -463148.843750 Penalty: 3940.116211
	Iteration 12Q: 3 clusters Score -463148.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -463185.468750 Penalty: 3940.116211
	Iteration 13Q: 3 clusters Score -463185.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -463220.250000 Penalty: 3940.116211
	Iteration 14Q: 3 clusters Score -463220.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -463256.781250 Penalty: 3940.116211
	Iteration 15Q: 3 clusters Score -463256.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -463288.156250 Penalty: 3940.116211
	Iteration 16Q: 3 clusters Score -463288.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -463314.312500 Penalty: 3940.116211
	Iteration 17Q: 3 clusters Score -463314.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -463332.625000 Penalty: 3940.116211
	Iteration 18Q: 3 clusters Score -463332.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -463347.781250 Penalty: 3940.116211
	Iteration 19Q: 3 clusters Score -463347.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -463358.906250 Penalty: 3940.116211
	Iteration 20F: 3 clusters Score -463358.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -463369.468750 Penalty: 3940.116211
	Iteration 21Q: 3 clusters Score -463369.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -463381.125000 Penalty: 3940.116211
	Iteration 22Q: 3 clusters Score -463381.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -463395.625000 Penalty: 3940.116211
	Iteration 23Q: 3 clusters Score -463395.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -463410.593750 Penalty: 3940.116211
	Iteration 24Q: 3 clusters Score -463410.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -463418.093750 Penalty: 3940.116211
	Iteration 25Q: 3 clusters Score -463418.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -463427.125000 Penalty: 3940.116211
	Iteration 26Q: 3 clusters Score -463427.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -463435.000000 Penalty: 3940.116211
	Iteration 27Q: 3 clusters Score -463435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -463440.125000 Penalty: 3940.116211
	Iteration 28Q: 3 clusters Score -463440.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -463444.125000 Penalty: 3940.116211
	Iteration 29Q: 3 clusters Score -463444.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -463446.156250 Penalty: 3940.116211
	Iteration 30Q: 3 clusters Score -463446.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -463449.781250 Penalty: 3940.116211
	Iteration 31Q: 3 clusters Score -463449.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -463452.718750 Penalty: 3940.116211
	Iteration 32Q: 3 clusters Score -463452.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -463453.937500 Penalty: 3940.116211
	Iteration 33Q: 3 clusters Score -463453.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -463456.593750 Penalty: 3940.116211
	Iteration 34Q: 3 clusters Score -463456.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -463459.500000 Penalty: 3940.116211
	Iteration 35Q: 3 clusters Score -463459.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -463462.312500 Penalty: 3940.116211
	Iteration 36Q: 3 clusters Score -463462.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -463461.906250 Penalty: 3940.116211
	Iteration 37Q: 3 clusters Score -463461.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -463462.562500 Penalty: 3940.116211
	Iteration 38Q: 3 clusters Score -463462.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -463463.375000 Penalty: 3940.116211
	Iteration 39Q: 3 clusters Score -463463.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -463463.375000 Penalty: 3940.116211
	Iteration 40F: 3 clusters Score -463463.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -175205.093750 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -175205.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -173174.062500 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -173174.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -173563.843750 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -173563.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -173696.875000 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -173696.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -173776.093750 Penalty: 3478.009277
	Iteration 3Q: 3 clusters Score -173776.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -173840.046875 Penalty: 3478.009277
	Iteration 4Q: 3 clusters Score -173840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -173906.343750 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -173906.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -173964.234375 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -173964.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -174026.546875 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -174026.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -174070.953125 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -174071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -174103.031250 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -174103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -174130.500000 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -174130.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -174161.203125 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -174161.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -174185.250000 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -174185.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -174198.640625 Penalty: 3478.009277
	Iteration 13Q: 3 clusters Score -174198.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -174207.781250 Penalty: 3478.009277
	Iteration 14Q: 3 clusters Score -174207.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -174219.750000 Penalty: 3478.009277
	Iteration 15Q: 3 clusters Score -174219.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -174226.218750 Penalty: 3478.009277
	Iteration 16Q: 3 clusters Score -174226.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -174240.187500 Penalty: 3478.009277
	Iteration 17Q: 3 clusters Score -174240.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -174247.046875 Penalty: 3478.009277
	Iteration 18Q: 3 clusters Score -174247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -174259.734375 Penalty: 3478.009277
	Iteration 19Q: 3 clusters Score -174259.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -174268.953125 Penalty: 3478.009277
	Iteration 20F: 3 clusters Score -174269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -174278.437500 Penalty: 3478.009277
	Iteration 21Q: 3 clusters Score -174278.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -174281.953125 Penalty: 3478.009277
	Iteration 22Q: 3 clusters Score -174282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -174281.953125 Penalty: 3478.009277
	Iteration 23F: 3 clusters Score -174282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (62006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62006 members 
Entering Unmasked Estep 
Score: -10190060.000000 Penalty: 2736.676758
	Iteration 0F: 2 clusters Score -1.019006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -10149392.000000 Penalty: 5473.353516
	Iteration 0F: 3 clusters Score -1.014939e+07 nChanged 28946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -10165902.000000 Penalty: 5473.353516
	Iteration 1F: 3 clusters Score -1.01659e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -10167373.000000 Penalty: 5473.353516
	Iteration 2F: 3 clusters Score -1.016737e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -10169391.000000 Penalty: 5473.353516
	Iteration 3F: 3 clusters Score -1.016939e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -10172134.000000 Penalty: 5473.353516
	Iteration 4F: 3 clusters Score -1.017213e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -10175474.000000 Penalty: 5473.353516
	Iteration 5F: 3 clusters Score -1.017547e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -10178736.000000 Penalty: 5473.353516
	Iteration 6F: 3 clusters Score -1.017874e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -10181458.000000 Penalty: 5473.353516
	Iteration 7F: 3 clusters Score -1.018146e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -10183719.000000 Penalty: 5473.353516
	Iteration 8Q: 3 clusters Score -1.018372e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -10185323.000000 Penalty: 5473.353516
	Iteration 9Q: 3 clusters Score -1.018532e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57551 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -10186354.000000 Penalty: 5473.353516
	Iteration 10Q: 3 clusters Score -1.018635e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58538 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -10187015.000000 Penalty: 5473.353516
	Iteration 11Q: 3 clusters Score -1.018702e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -10187496.000000 Penalty: 5473.353516
	Iteration 12Q: 3 clusters Score -1.01875e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -10187770.000000 Penalty: 5473.353516
	Iteration 13Q: 3 clusters Score -1.018777e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -10187909.000000 Penalty: 5473.353516
	Iteration 14Q: 3 clusters Score -1.018791e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59990 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -10188046.000000 Penalty: 5473.353516
	Iteration 15Q: 3 clusters Score -1.018805e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -10188196.000000 Penalty: 5473.353516
	Iteration 16Q: 3 clusters Score -1.01882e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -10188316.000000 Penalty: 5473.353516
	Iteration 17Q: 3 clusters Score -1.018832e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -10188410.000000 Penalty: 5473.353516
	Iteration 18Q: 3 clusters Score -1.018841e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -10188523.000000 Penalty: 5473.353516
	Iteration 19Q: 3 clusters Score -1.018852e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60243 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -10188611.000000 Penalty: 5473.353516
	Iteration 20F: 3 clusters Score -1.018861e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -10188682.000000 Penalty: 5473.353516
	Iteration 21Q: 3 clusters Score -1.018868e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60252 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -10188739.000000 Penalty: 5473.353516
	Iteration 22Q: 3 clusters Score -1.018874e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60269 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -10188758.000000 Penalty: 5473.353516
	Iteration 23Q: 3 clusters Score -1.018876e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -10188774.000000 Penalty: 5473.353516
	Iteration 24Q: 3 clusters Score -1.018877e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -10188809.000000 Penalty: 5473.353516
	Iteration 25Q: 3 clusters Score -1.018881e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60298 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -10188831.000000 Penalty: 5473.353516
	Iteration 26Q: 3 clusters Score -1.018883e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60291 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -10188818.000000 Penalty: 5473.353516
	Iteration 27Q: 3 clusters Score -1.018882e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -10188836.000000 Penalty: 5473.353516
	Iteration 28Q: 3 clusters Score -1.018884e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60281 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -10188843.000000 Penalty: 5473.353516
	Iteration 29Q: 3 clusters Score -1.018884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60271 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -10188861.000000 Penalty: 5473.353516
	Iteration 30Q: 3 clusters Score -1.018886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -10188861.000000 Penalty: 5473.353516
	Iteration 31Q: 3 clusters Score -1.018886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -10188847.000000 Penalty: 5473.353516
	Iteration 32Q: 3 clusters Score -1.018885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -10188860.000000 Penalty: 5473.353516
	Iteration 33Q: 3 clusters Score -1.018886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60257 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -10188861.000000 Penalty: 5473.353516
	Iteration 34Q: 3 clusters Score -1.018886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60253 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -10188869.000000 Penalty: 5473.353516
	Iteration 35Q: 3 clusters Score -1.018887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60250 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -10188872.000000 Penalty: 5473.353516
	Iteration 36Q: 3 clusters Score -1.018887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60249 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -10188870.000000 Penalty: 5473.353516
	Iteration 37Q: 3 clusters Score -1.018887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60249 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -10188870.000000 Penalty: 5473.353516
	Iteration 38Q: 3 clusters Score -1.018887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60250 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -10188884.000000 Penalty: 5473.353516
	Iteration 39Q: 3 clusters Score -1.018888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60250 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -10188884.000000 Penalty: 5473.353516
	Iteration 40F: 3 clusters Score -1.018888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -753394.937500 Penalty: 2108.616455
	Iteration 0F: 2 clusters Score -753394.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -748916.375000 Penalty: 4217.232910
	Iteration 0F: 3 clusters Score -748916.4 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -750215.812500 Penalty: 4217.232910
	Iteration 1F: 3 clusters Score -750215.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -750611.062500 Penalty: 4217.232910
	Iteration 2F: 3 clusters Score -750611.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -750912.625000 Penalty: 4217.232910
	Iteration 3F: 3 clusters Score -750912.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -751125.500000 Penalty: 4217.232910
	Iteration 4F: 3 clusters Score -751125.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -751295.375000 Penalty: 4217.232910
	Iteration 5Q: 3 clusters Score -751295.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -751446.187500 Penalty: 4217.232910
	Iteration 6Q: 3 clusters Score -751446.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -751577.250000 Penalty: 4217.232910
	Iteration 7Q: 3 clusters Score -751577.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -751702.562500 Penalty: 4217.232910
	Iteration 8Q: 3 clusters Score -751702.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -751801.875000 Penalty: 4217.232910
	Iteration 9Q: 3 clusters Score -751801.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -751879.187500 Penalty: 4217.232910
	Iteration 10Q: 3 clusters Score -751879.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -751926.250000 Penalty: 4217.232910
	Iteration 11Q: 3 clusters Score -751926.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -751965.375000 Penalty: 4217.232910
	Iteration 12Q: 3 clusters Score -751965.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -751995.062500 Penalty: 4217.232910
	Iteration 13Q: 3 clusters Score -751995.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -752010.625000 Penalty: 4217.232910
	Iteration 14Q: 3 clusters Score -752010.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -752027.250000 Penalty: 4217.232910
	Iteration 15Q: 3 clusters Score -752027.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -752049.500000 Penalty: 4217.232910
	Iteration 16Q: 3 clusters Score -752049.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -752080.437500 Penalty: 4217.232910
	Iteration 17Q: 3 clusters Score -752080.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -752115.875000 Penalty: 4217.232910
	Iteration 18Q: 3 clusters Score -752115.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -752159.687500 Penalty: 4217.232910
	Iteration 19Q: 3 clusters Score -752159.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -752185.375000 Penalty: 4217.232910
	Iteration 20F: 3 clusters Score -752185.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -752202.875000 Penalty: 4217.232910
	Iteration 21Q: 3 clusters Score -752202.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -752216.312500 Penalty: 4217.232910
	Iteration 22Q: 3 clusters Score -752216.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -752231.500000 Penalty: 4217.232910
	Iteration 23Q: 3 clusters Score -752231.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -752251.312500 Penalty: 4217.232910
	Iteration 24Q: 3 clusters Score -752251.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -752269.312500 Penalty: 4217.232910
	Iteration 25Q: 3 clusters Score -752269.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -752291.437500 Penalty: 4217.232910
	Iteration 26Q: 3 clusters Score -752291.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -752312.625000 Penalty: 4217.232910
	Iteration 27Q: 3 clusters Score -752312.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -752332.437500 Penalty: 4217.232910
	Iteration 28Q: 3 clusters Score -752332.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -752356.250000 Penalty: 4217.232910
	Iteration 29Q: 3 clusters Score -752356.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -752417.937500 Penalty: 4217.232910
	Iteration 30Q: 3 clusters Score -752417.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -752472.312500 Penalty: 4217.232910
	Iteration 31Q: 3 clusters Score -752472.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -752524.000000 Penalty: 4217.232910
	Iteration 32Q: 3 clusters Score -752524 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -752571.500000 Penalty: 4217.232910
	Iteration 33Q: 3 clusters Score -752571.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -752620.875000 Penalty: 4217.232910
	Iteration 34Q: 3 clusters Score -752620.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -752660.500000 Penalty: 4217.232910
	Iteration 35Q: 3 clusters Score -752660.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -752700.625000 Penalty: 4217.232910
	Iteration 36Q: 3 clusters Score -752700.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -752729.250000 Penalty: 4217.232910
	Iteration 37Q: 3 clusters Score -752729.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -752754.312500 Penalty: 4217.232910
	Iteration 38Q: 3 clusters Score -752754.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -752789.687500 Penalty: 4217.232910
	Iteration 39Q: 3 clusters Score -752789.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -752818.125000 Penalty: 4217.232910
	Iteration 40F: 3 clusters Score -752818.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -752838.625000 Penalty: 4217.232910
	Iteration 41Q: 3 clusters Score -752838.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -752850.500000 Penalty: 4217.232910
	Iteration 42Q: 3 clusters Score -752850.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -752858.187500 Penalty: 4217.232910
	Iteration 43Q: 3 clusters Score -752858.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -752861.312500 Penalty: 4217.232910
	Iteration 44Q: 3 clusters Score -752861.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -752871.687500 Penalty: 4217.232910
	Iteration 45Q: 3 clusters Score -752871.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -752875.562500 Penalty: 4217.232910
	Iteration 46Q: 3 clusters Score -752875.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -752878.562500 Penalty: 4217.232910
	Iteration 47Q: 3 clusters Score -752878.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -752879.250000 Penalty: 4217.232910
	Iteration 48Q: 3 clusters Score -752879.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -752880.875000 Penalty: 4217.232910
	Iteration 49Q: 3 clusters Score -752880.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -752882.750000 Penalty: 4217.232910
	Iteration 50Q: 3 clusters Score -752882.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -752885.812500 Penalty: 4217.232910
	Iteration 51Q: 3 clusters Score -752885.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -752889.000000 Penalty: 4217.232910
	Iteration 52Q: 3 clusters Score -752889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -752893.750000 Penalty: 4217.232910
	Iteration 53Q: 3 clusters Score -752893.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -752895.000000 Penalty: 4217.232910
	Iteration 54Q: 3 clusters Score -752895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -752896.437500 Penalty: 4217.232910
	Iteration 55Q: 3 clusters Score -752896.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -752896.312500 Penalty: 4217.232910
	Iteration 56Q: 3 clusters Score -752896.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -752897.062500 Penalty: 4217.232910
	Iteration 57Q: 3 clusters Score -752897.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -752900.562500 Penalty: 4217.232910
	Iteration 58Q: 3 clusters Score -752900.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -752903.562500 Penalty: 4217.232910
	Iteration 59Q: 3 clusters Score -752903.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -752905.250000 Penalty: 4217.232910
	Iteration 60F: 3 clusters Score -752905.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -752906.437500 Penalty: 4217.232910
	Iteration 61Q: 3 clusters Score -752906.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -752907.375000 Penalty: 4217.232910
	Iteration 62Q: 3 clusters Score -752907.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -752907.500000 Penalty: 4217.232910
	Iteration 63Q: 3 clusters Score -752907.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -752909.062500 Penalty: 4217.232910
	Iteration 64Q: 3 clusters Score -752909.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -752909.062500 Penalty: 4217.232910
	Iteration 65F: 3 clusters Score -752909.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Entering Unmasked Estep 
Score: -2316263.000000 Penalty: 2362.544922
	Iteration 0F: 2 clusters Score -2316263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2306137.000000 Penalty: 4725.089844
	Iteration 0F: 3 clusters Score -2306137 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2309559.250000 Penalty: 4725.089844
	Iteration 1F: 3 clusters Score -2309559 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2310160.000000 Penalty: 4725.089844
	Iteration 2F: 3 clusters Score -2310160 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2310678.250000 Penalty: 4725.089844
	Iteration 3F: 3 clusters Score -2310678 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2311131.500000 Penalty: 4725.089844
	Iteration 4F: 3 clusters Score -2311132 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2311545.750000 Penalty: 4725.089844
	Iteration 5F: 3 clusters Score -2311546 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2311914.750000 Penalty: 4725.089844
	Iteration 6Q: 3 clusters Score -2311915 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2312266.500000 Penalty: 4725.089844
	Iteration 7Q: 3 clusters Score -2312266 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2312647.000000 Penalty: 4725.089844
	Iteration 8Q: 3 clusters Score -2312647 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2313060.750000 Penalty: 4725.089844
	Iteration 9Q: 3 clusters Score -2313061 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2313454.500000 Penalty: 4725.089844
	Iteration 10Q: 3 clusters Score -2313454 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2313804.500000 Penalty: 4725.089844
	Iteration 11Q: 3 clusters Score -2313804 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2314085.000000 Penalty: 4725.089844
	Iteration 12Q: 3 clusters Score -2314085 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2314281.750000 Penalty: 4725.089844
	Iteration 13Q: 3 clusters Score -2314282 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2314385.250000 Penalty: 4725.089844
	Iteration 14Q: 3 clusters Score -2314385 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2314466.000000 Penalty: 4725.089844
	Iteration 15Q: 3 clusters Score -2314466 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2314538.000000 Penalty: 4725.089844
	Iteration 16Q: 3 clusters Score -2314538 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2314573.500000 Penalty: 4725.089844
	Iteration 17Q: 3 clusters Score -2314574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2314610.000000 Penalty: 4725.089844
	Iteration 18Q: 3 clusters Score -2314610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2314639.750000 Penalty: 4725.089844
	Iteration 19Q: 3 clusters Score -2314640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2314653.000000 Penalty: 4725.089844
	Iteration 20F: 3 clusters Score -2314653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2314675.250000 Penalty: 4725.089844
	Iteration 21Q: 3 clusters Score -2314675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2314687.750000 Penalty: 4725.089844
	Iteration 22Q: 3 clusters Score -2314688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2314695.000000 Penalty: 4725.089844
	Iteration 23Q: 3 clusters Score -2314695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2314699.750000 Penalty: 4725.089844
	Iteration 24Q: 3 clusters Score -2314700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2314693.750000 Penalty: 4725.089844
	Iteration 25Q: 3 clusters Score -2314694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2314696.000000 Penalty: 4725.089844
	Iteration 26Q: 3 clusters Score -2314696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2314696.000000 Penalty: 4725.089844
	Iteration 27F: 3 clusters Score -2314696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (75185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75185 members 
Entering Unmasked Estep 
Score: -12725171.000000 Penalty: 2784.471191
	Iteration 0F: 2 clusters Score -1.272517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -12677914.000000 Penalty: 5568.942383
	Iteration 0F: 3 clusters Score -1.267791e+07 nChanged 35427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -12698439.000000 Penalty: 5568.942383
	Iteration 1F: 3 clusters Score -1.269844e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -12699557.000000 Penalty: 5568.942383
	Iteration 2Q: 3 clusters Score -1.269956e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -12700989.000000 Penalty: 5568.942383
	Iteration 3Q: 3 clusters Score -1.270099e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -12702824.000000 Penalty: 5568.942383
	Iteration 4F: 3 clusters Score -1.270282e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -12704892.000000 Penalty: 5568.942383
	Iteration 5F: 3 clusters Score -1.270489e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -12706911.000000 Penalty: 5568.942383
	Iteration 6F: 3 clusters Score -1.270691e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -12708910.000000 Penalty: 5568.942383
	Iteration 7F: 3 clusters Score -1.270891e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -12710857.000000 Penalty: 5568.942383
	Iteration 8F: 3 clusters Score -1.271086e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -12712720.000000 Penalty: 5568.942383
	Iteration 9Q: 3 clusters Score -1.271272e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -12714387.000000 Penalty: 5568.942383
	Iteration 10Q: 3 clusters Score -1.271439e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61113 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -12715670.000000 Penalty: 5568.942383
	Iteration 11Q: 3 clusters Score -1.271567e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -12716685.000000 Penalty: 5568.942383
	Iteration 12Q: 3 clusters Score -1.271668e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64235 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -12717374.000000 Penalty: 5568.942383
	Iteration 13Q: 3 clusters Score -1.271737e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65476 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -12718003.000000 Penalty: 5568.942383
	Iteration 14Q: 3 clusters Score -1.2718e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66607 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -12718541.000000 Penalty: 5568.942383
	Iteration 15Q: 3 clusters Score -1.271854e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -12718994.000000 Penalty: 5568.942383
	Iteration 16Q: 3 clusters Score -1.271899e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68541 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -12719499.000000 Penalty: 5568.942383
	Iteration 17Q: 3 clusters Score -1.27195e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -12720006.000000 Penalty: 5568.942383
	Iteration 18Q: 3 clusters Score -1.272001e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70041 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -12720330.000000 Penalty: 5568.942383
	Iteration 19Q: 3 clusters Score -1.272033e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70645 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -12720707.000000 Penalty: 5568.942383
	Iteration 20F: 3 clusters Score -1.272071e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -12720980.000000 Penalty: 5568.942383
	Iteration 21Q: 3 clusters Score -1.272098e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71501 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -12721160.000000 Penalty: 5568.942383
	Iteration 22Q: 3 clusters Score -1.272116e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71856 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -12721413.000000 Penalty: 5568.942383
	Iteration 23Q: 3 clusters Score -1.272141e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72160 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -12721640.000000 Penalty: 5568.942383
	Iteration 24Q: 3 clusters Score -1.272164e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72428 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -12721840.000000 Penalty: 5568.942383
	Iteration 25Q: 3 clusters Score -1.272184e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -12722007.000000 Penalty: 5568.942383
	Iteration 26Q: 3 clusters Score -1.272201e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72823 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -12722141.000000 Penalty: 5568.942383
	Iteration 27Q: 3 clusters Score -1.272214e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72982 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -12722217.000000 Penalty: 5568.942383
	Iteration 28Q: 3 clusters Score -1.272222e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73116 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -12722344.000000 Penalty: 5568.942383
	Iteration 29Q: 3 clusters Score -1.272234e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73225 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -12722440.000000 Penalty: 5568.942383
	Iteration 30Q: 3 clusters Score -1.272244e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73329 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -12722500.000000 Penalty: 5568.942383
	Iteration 31Q: 3 clusters Score -1.27225e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73426 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -12722607.000000 Penalty: 5568.942383
	Iteration 32Q: 3 clusters Score -1.272261e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73517 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -12722710.000000 Penalty: 5568.942383
	Iteration 33Q: 3 clusters Score -1.272271e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -12722758.000000 Penalty: 5568.942383
	Iteration 34Q: 3 clusters Score -1.272276e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73653 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -12722788.000000 Penalty: 5568.942383
	Iteration 35Q: 3 clusters Score -1.272279e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73704 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -12722844.000000 Penalty: 5568.942383
	Iteration 36Q: 3 clusters Score -1.272284e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73744 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -12722877.000000 Penalty: 5568.942383
	Iteration 37Q: 3 clusters Score -1.272288e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73766 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -12722906.000000 Penalty: 5568.942383
	Iteration 38Q: 3 clusters Score -1.272291e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73779 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -12722883.000000 Penalty: 5568.942383
	Iteration 39Q: 3 clusters Score -1.272288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73797 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -12722921.000000 Penalty: 5568.942383
	Iteration 40F: 3 clusters Score -1.272292e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73819 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -12722933.000000 Penalty: 5568.942383
	Iteration 41Q: 3 clusters Score -1.272293e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73832 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -12722968.000000 Penalty: 5568.942383
	Iteration 42Q: 3 clusters Score -1.272297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73842 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -12722970.000000 Penalty: 5568.942383
	Iteration 43Q: 3 clusters Score -1.272297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73852 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -12722960.000000 Penalty: 5568.942383
	Iteration 44Q: 3 clusters Score -1.272296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73857 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -12722977.000000 Penalty: 5568.942383
	Iteration 45Q: 3 clusters Score -1.272298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73870 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -12722976.000000 Penalty: 5568.942383
	Iteration 46Q: 3 clusters Score -1.272298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73887 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -12722998.000000 Penalty: 5568.942383
	Iteration 47Q: 3 clusters Score -1.2723e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73902 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -12723018.000000 Penalty: 5568.942383
	Iteration 48Q: 3 clusters Score -1.272302e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73925 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -12723014.000000 Penalty: 5568.942383
	Iteration 49Q: 3 clusters Score -1.272301e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73943 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -12723051.000000 Penalty: 5568.942383
	Iteration 50Q: 3 clusters Score -1.272305e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73967 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -12723069.000000 Penalty: 5568.942383
	Iteration 51Q: 3 clusters Score -1.272307e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73986 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -12723071.000000 Penalty: 5568.942383
	Iteration 52Q: 3 clusters Score -1.272307e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73999 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -12723059.000000 Penalty: 5568.942383
	Iteration 53Q: 3 clusters Score -1.272306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74011 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -12723068.000000 Penalty: 5568.942383
	Iteration 54Q: 3 clusters Score -1.272307e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74018 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -12723064.000000 Penalty: 5568.942383
	Iteration 55Q: 3 clusters Score -1.272306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74026 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -12723066.000000 Penalty: 5568.942383
	Iteration 56Q: 3 clusters Score -1.272307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74032 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -12723081.000000 Penalty: 5568.942383
	Iteration 57Q: 3 clusters Score -1.272308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74037 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -12723100.000000 Penalty: 5568.942383
	Iteration 58Q: 3 clusters Score -1.27231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74044 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -12723102.000000 Penalty: 5568.942383
	Iteration 59Q: 3 clusters Score -1.27231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74047 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -12723107.000000 Penalty: 5568.942383
	Iteration 60F: 3 clusters Score -1.272311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74050 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -12723097.000000 Penalty: 5568.942383
	Iteration 61Q: 3 clusters Score -1.27231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74054 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -12723116.000000 Penalty: 5568.942383
	Iteration 62Q: 3 clusters Score -1.272312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74054 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -12723116.000000 Penalty: 5568.942383
	Iteration 63F: 3 clusters Score -1.272312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Entering Unmasked Estep 
Score: -2976143.750000 Penalty: 2424.812744
	Iteration 0F: 2 clusters Score -2976144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2963727.250000 Penalty: 4849.625488
	Iteration 0F: 3 clusters Score -2963727 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2967643.250000 Penalty: 4849.625488
	Iteration 1F: 3 clusters Score -2967643 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2967953.750000 Penalty: 4849.625488
	Iteration 2F: 3 clusters Score -2967954 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2968197.750000 Penalty: 4849.625488
	Iteration 3Q: 3 clusters Score -2968198 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2968448.750000 Penalty: 4849.625488
	Iteration 4Q: 3 clusters Score -2968449 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2968670.500000 Penalty: 4849.625488
	Iteration 5Q: 3 clusters Score -2968670 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2969001.500000 Penalty: 4849.625488
	Iteration 6Q: 3 clusters Score -2969002 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2969423.000000 Penalty: 4849.625488
	Iteration 7Q: 3 clusters Score -2969423 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2969980.500000 Penalty: 4849.625488
	Iteration 8F: 3 clusters Score -2969980 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2970673.750000 Penalty: 4849.625488
	Iteration 9F: 3 clusters Score -2970674 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2971337.250000 Penalty: 4849.625488
	Iteration 10F: 3 clusters Score -2971337 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2971952.250000 Penalty: 4849.625488
	Iteration 11Q: 3 clusters Score -2971952 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2972527.500000 Penalty: 4849.625488
	Iteration 12Q: 3 clusters Score -2972528 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2972953.500000 Penalty: 4849.625488
	Iteration 13Q: 3 clusters Score -2972954 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2973304.500000 Penalty: 4849.625488
	Iteration 14Q: 3 clusters Score -2973304 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2973559.500000 Penalty: 4849.625488
	Iteration 15Q: 3 clusters Score -2973560 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2973723.500000 Penalty: 4849.625488
	Iteration 16Q: 3 clusters Score -2973724 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2973823.250000 Penalty: 4849.625488
	Iteration 17Q: 3 clusters Score -2973823 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2973901.000000 Penalty: 4849.625488
	Iteration 18Q: 3 clusters Score -2973901 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2973950.250000 Penalty: 4849.625488
	Iteration 19Q: 3 clusters Score -2973950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2973995.500000 Penalty: 4849.625488
	Iteration 20F: 3 clusters Score -2973996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2974023.750000 Penalty: 4849.625488
	Iteration 21Q: 3 clusters Score -2974024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2974047.000000 Penalty: 4849.625488
	Iteration 22Q: 3 clusters Score -2974047 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2974058.500000 Penalty: 4849.625488
	Iteration 23Q: 3 clusters Score -2974058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2974071.000000 Penalty: 4849.625488
	Iteration 24Q: 3 clusters Score -2974071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2974084.750000 Penalty: 4849.625488
	Iteration 25Q: 3 clusters Score -2974085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2974110.500000 Penalty: 4849.625488
	Iteration 26Q: 3 clusters Score -2974110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2974125.500000 Penalty: 4849.625488
	Iteration 27Q: 3 clusters Score -2974126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2974126.000000 Penalty: 4849.625488
	Iteration 28Q: 3 clusters Score -2974126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2974129.250000 Penalty: 4849.625488
	Iteration 29Q: 3 clusters Score -2974129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2974138.000000 Penalty: 4849.625488
	Iteration 30Q: 3 clusters Score -2974138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2974144.250000 Penalty: 4849.625488
	Iteration 31Q: 3 clusters Score -2974144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2974146.750000 Penalty: 4849.625488
	Iteration 32Q: 3 clusters Score -2974147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2974153.000000 Penalty: 4849.625488
	Iteration 33Q: 3 clusters Score -2974153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2974151.000000 Penalty: 4849.625488
	Iteration 34Q: 3 clusters Score -2974151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2974149.500000 Penalty: 4849.625488
	Iteration 35Q: 3 clusters Score -2974150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2974152.750000 Penalty: 4849.625488
	Iteration 36Q: 3 clusters Score -2974153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2974153.500000 Penalty: 4849.625488
	Iteration 37Q: 3 clusters Score -2974154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2974158.750000 Penalty: 4849.625488
	Iteration 38Q: 3 clusters Score -2974159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2974160.250000 Penalty: 4849.625488
	Iteration 39Q: 3 clusters Score -2974160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2974160.250000 Penalty: 4849.625488
	Iteration 40F: 3 clusters Score -2974160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Entering Unmasked Estep 
Score: -3196249.000000 Penalty: 2457.129150
	Iteration 0F: 2 clusters Score -3196249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -3182121.000000 Penalty: 4914.258301
	Iteration 0F: 3 clusters Score -3182121 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -3187143.500000 Penalty: 4914.258301
	Iteration 1F: 3 clusters Score -3187144 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -3187864.750000 Penalty: 4914.258301
	Iteration 2F: 3 clusters Score -3187865 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -3188621.750000 Penalty: 4914.258301
	Iteration 3F: 3 clusters Score -3188622 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -3189398.750000 Penalty: 4914.258301
	Iteration 4F: 3 clusters Score -3189399 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -3190218.250000 Penalty: 4914.258301
	Iteration 5F: 3 clusters Score -3190218 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -3190970.000000 Penalty: 4914.258301
	Iteration 6F: 3 clusters Score -3190970 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -3191628.250000 Penalty: 4914.258301
	Iteration 7F: 3 clusters Score -3191628 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -3192096.250000 Penalty: 4914.258301
	Iteration 8Q: 3 clusters Score -3192096 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3192423.250000 Penalty: 4914.258301
	Iteration 9Q: 3 clusters Score -3192423 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -3192661.750000 Penalty: 4914.258301
	Iteration 10Q: 3 clusters Score -3192662 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -3192869.000000 Penalty: 4914.258301
	Iteration 11Q: 3 clusters Score -3192869 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3192969.250000 Penalty: 4914.258301
	Iteration 12Q: 3 clusters Score -3192969 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -3193048.500000 Penalty: 4914.258301
	Iteration 13Q: 3 clusters Score -3193048 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -3193104.750000 Penalty: 4914.258301
	Iteration 14Q: 3 clusters Score -3193105 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -3193156.750000 Penalty: 4914.258301
	Iteration 15Q: 3 clusters Score -3193157 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -3193185.750000 Penalty: 4914.258301
	Iteration 16Q: 3 clusters Score -3193186 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3193226.750000 Penalty: 4914.258301
	Iteration 17Q: 3 clusters Score -3193227 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -3193247.750000 Penalty: 4914.258301
	Iteration 18Q: 3 clusters Score -3193248 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -3193265.250000 Penalty: 4914.258301
	Iteration 19Q: 3 clusters Score -3193265 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -3193288.500000 Penalty: 4914.258301
	Iteration 20F: 3 clusters Score -3193288 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -3193318.000000 Penalty: 4914.258301
	Iteration 21Q: 3 clusters Score -3193318 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3193337.000000 Penalty: 4914.258301
	Iteration 22Q: 3 clusters Score -3193337 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3193348.500000 Penalty: 4914.258301
	Iteration 23Q: 3 clusters Score -3193348 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -3193356.250000 Penalty: 4914.258301
	Iteration 24Q: 3 clusters Score -3193356 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -3193378.000000 Penalty: 4914.258301
	Iteration 25Q: 3 clusters Score -3193378 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -3193393.000000 Penalty: 4914.258301
	Iteration 26Q: 3 clusters Score -3193393 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -3193427.000000 Penalty: 4914.258301
	Iteration 27Q: 3 clusters Score -3193427 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -3193434.500000 Penalty: 4914.258301
	Iteration 28Q: 3 clusters Score -3193434 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3193459.750000 Penalty: 4914.258301
	Iteration 29Q: 3 clusters Score -3193460 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3193464.750000 Penalty: 4914.258301
	Iteration 30Q: 3 clusters Score -3193465 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -3193486.000000 Penalty: 4914.258301
	Iteration 31Q: 3 clusters Score -3193486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3193488.000000 Penalty: 4914.258301
	Iteration 32Q: 3 clusters Score -3193488 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3193506.250000 Penalty: 4914.258301
	Iteration 33Q: 3 clusters Score -3193506 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -3193513.000000 Penalty: 4914.258301
	Iteration 34Q: 3 clusters Score -3193513 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3193517.000000 Penalty: 4914.258301
	Iteration 35Q: 3 clusters Score -3193517 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -3193524.500000 Penalty: 4914.258301
	Iteration 36Q: 3 clusters Score -3193524 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -3193537.000000 Penalty: 4914.258301
	Iteration 37Q: 3 clusters Score -3193537 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3193555.500000 Penalty: 4914.258301
	Iteration 38Q: 3 clusters Score -3193556 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3193575.000000 Penalty: 4914.258301
	Iteration 39Q: 3 clusters Score -3193575 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3193593.000000 Penalty: 4914.258301
	Iteration 40F: 3 clusters Score -3193593 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -3193630.250000 Penalty: 4914.258301
	Iteration 41Q: 3 clusters Score -3193630 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3193653.750000 Penalty: 4914.258301
	Iteration 42Q: 3 clusters Score -3193654 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3193684.250000 Penalty: 4914.258301
	Iteration 43Q: 3 clusters Score -3193684 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -3193713.750000 Penalty: 4914.258301
	Iteration 44Q: 3 clusters Score -3193714 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -3193737.250000 Penalty: 4914.258301
	Iteration 45Q: 3 clusters Score -3193737 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3193772.500000 Penalty: 4914.258301
	Iteration 46Q: 3 clusters Score -3193772 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -3193790.750000 Penalty: 4914.258301
	Iteration 47Q: 3 clusters Score -3193791 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3193810.500000 Penalty: 4914.258301
	Iteration 48Q: 3 clusters Score -3193810 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3193844.000000 Penalty: 4914.258301
	Iteration 49Q: 3 clusters Score -3193844 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -3193870.750000 Penalty: 4914.258301
	Iteration 50Q: 3 clusters Score -3193871 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3193894.000000 Penalty: 4914.258301
	Iteration 51Q: 3 clusters Score -3193894 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -3193925.500000 Penalty: 4914.258301
	Iteration 52Q: 3 clusters Score -3193926 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3193955.500000 Penalty: 4914.258301
	Iteration 53Q: 3 clusters Score -3193956 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3193971.000000 Penalty: 4914.258301
	Iteration 54Q: 3 clusters Score -3193971 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -3193984.250000 Penalty: 4914.258301
	Iteration 55Q: 3 clusters Score -3193984 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3194008.000000 Penalty: 4914.258301
	Iteration 56Q: 3 clusters Score -3194008 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -3194050.000000 Penalty: 4914.258301
	Iteration 57Q: 3 clusters Score -3194050 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -3194073.750000 Penalty: 4914.258301
	Iteration 58Q: 3 clusters Score -3194074 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -3194099.000000 Penalty: 4914.258301
	Iteration 59Q: 3 clusters Score -3194099 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3194145.250000 Penalty: 4914.258301
	Iteration 60F: 3 clusters Score -3194145 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -3194205.750000 Penalty: 4914.258301
	Iteration 61Q: 3 clusters Score -3194206 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3194276.000000 Penalty: 4914.258301
	Iteration 62Q: 3 clusters Score -3194276 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3194362.750000 Penalty: 4914.258301
	Iteration 63Q: 3 clusters Score -3194363 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -3194435.500000 Penalty: 4914.258301
	Iteration 64Q: 3 clusters Score -3194436 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -3194505.750000 Penalty: 4914.258301
	Iteration 65Q: 3 clusters Score -3194506 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -3194596.500000 Penalty: 4914.258301
	Iteration 66Q: 3 clusters Score -3194596 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -3194675.750000 Penalty: 4914.258301
	Iteration 67Q: 3 clusters Score -3194676 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -3194741.750000 Penalty: 4914.258301
	Iteration 68Q: 3 clusters Score -3194742 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -3194822.750000 Penalty: 4914.258301
	Iteration 69Q: 3 clusters Score -3194823 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -3194865.500000 Penalty: 4914.258301
	Iteration 70Q: 3 clusters Score -3194866 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -3194904.500000 Penalty: 4914.258301
	Iteration 71Q: 3 clusters Score -3194904 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -3194931.250000 Penalty: 4914.258301
	Iteration 72Q: 3 clusters Score -3194931 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3194946.250000 Penalty: 4914.258301
	Iteration 73Q: 3 clusters Score -3194946 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -3194972.000000 Penalty: 4914.258301
	Iteration 74Q: 3 clusters Score -3194972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3194985.750000 Penalty: 4914.258301
	Iteration 75Q: 3 clusters Score -3194986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -3194993.750000 Penalty: 4914.258301
	Iteration 76Q: 3 clusters Score -3194994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -3194996.250000 Penalty: 4914.258301
	Iteration 77Q: 3 clusters Score -3194996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -3194999.000000 Penalty: 4914.258301
	Iteration 78Q: 3 clusters Score -3194999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -3195017.500000 Penalty: 4914.258301
	Iteration 79Q: 3 clusters Score -3195018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -3195026.500000 Penalty: 4914.258301
	Iteration 80F: 3 clusters Score -3195026 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -3195029.250000 Penalty: 4914.258301
	Iteration 81Q: 3 clusters Score -3195029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -3195027.750000 Penalty: 4914.258301
	Iteration 82Q: 3 clusters Score -3195028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -3195026.250000 Penalty: 4914.258301
	Iteration 83Q: 3 clusters Score -3195026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -3195026.250000 Penalty: 4914.258301
	Iteration 84Q: 3 clusters Score -3195026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -3195028.750000 Penalty: 4914.258301
	Iteration 85Q: 3 clusters Score -3195029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -3195031.750000 Penalty: 4914.258301
	Iteration 86Q: 3 clusters Score -3195032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -3195031.500000 Penalty: 4914.258301
	Iteration 87Q: 3 clusters Score -3195032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -3195040.250000 Penalty: 4914.258301
	Iteration 88Q: 3 clusters Score -3195040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -3195043.000000 Penalty: 4914.258301
	Iteration 89Q: 3 clusters Score -3195043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -3195040.500000 Penalty: 4914.258301
	Iteration 90Q: 3 clusters Score -3195040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -3195040.000000 Penalty: 4914.258301
	Iteration 91Q: 3 clusters Score -3195040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -3195045.750000 Penalty: 4914.258301
	Iteration 92Q: 3 clusters Score -3195046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -3195041.250000 Penalty: 4914.258301
	Iteration 93Q: 3 clusters Score -3195041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -3195050.250000 Penalty: 4914.258301
	Iteration 94Q: 3 clusters Score -3195050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -3195045.750000 Penalty: 4914.258301
	Iteration 95Q: 3 clusters Score -3195046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -3195046.500000 Penalty: 4914.258301
	Iteration 96Q: 3 clusters Score -3195046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -3195046.500000 Penalty: 4914.258301
	Iteration 97F: 3 clusters Score -3195046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Entering Unmasked Estep 
Score: -968124.625000 Penalty: 2146.233887
	Iteration 0F: 2 clusters Score -968124.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -963196.062500 Penalty: 4292.467773
	Iteration 0F: 3 clusters Score -963196.1 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -964671.125000 Penalty: 4292.467773
	Iteration 1F: 3 clusters Score -964671.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -965153.187500 Penalty: 4292.467773
	Iteration 2F: 3 clusters Score -965153.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -965502.000000 Penalty: 4292.467773
	Iteration 3F: 3 clusters Score -965502 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -965748.937500 Penalty: 4292.467773
	Iteration 4F: 3 clusters Score -965748.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -965946.750000 Penalty: 4292.467773
	Iteration 5Q: 3 clusters Score -965946.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -966110.000000 Penalty: 4292.467773
	Iteration 6Q: 3 clusters Score -966110 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -966246.125000 Penalty: 4292.467773
	Iteration 7Q: 3 clusters Score -966246.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -966366.562500 Penalty: 4292.467773
	Iteration 8Q: 3 clusters Score -966366.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -966454.062500 Penalty: 4292.467773
	Iteration 9Q: 3 clusters Score -966454.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -966535.312500 Penalty: 4292.467773
	Iteration 10Q: 3 clusters Score -966535.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -966616.562500 Penalty: 4292.467773
	Iteration 11Q: 3 clusters Score -966616.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -966685.125000 Penalty: 4292.467773
	Iteration 12Q: 3 clusters Score -966685.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -966753.375000 Penalty: 4292.467773
	Iteration 13Q: 3 clusters Score -966753.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -966832.000000 Penalty: 4292.467773
	Iteration 14Q: 3 clusters Score -966832 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -966920.312500 Penalty: 4292.467773
	Iteration 15Q: 3 clusters Score -966920.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -967035.000000 Penalty: 4292.467773
	Iteration 16Q: 3 clusters Score -967035 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -967182.937500 Penalty: 4292.467773
	Iteration 17Q: 3 clusters Score -967182.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -967324.125000 Penalty: 4292.467773
	Iteration 18Q: 3 clusters Score -967324.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -967479.937500 Penalty: 4292.467773
	Iteration 19Q: 3 clusters Score -967479.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -967635.687500 Penalty: 4292.467773
	Iteration 20F: 3 clusters Score -967635.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -967789.187500 Penalty: 4292.467773
	Iteration 21Q: 3 clusters Score -967789.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -967943.000000 Penalty: 4292.467773
	Iteration 22Q: 3 clusters Score -967943 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -968121.125000 Penalty: 4292.467773
	Iteration 23Q: 3 clusters Score -968121.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -968331.750000 Penalty: 4292.467773
	Iteration 24Q: 3 clusters Score -968331.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -968529.562500 Penalty: 4292.467773
	Iteration 25Q: 3 clusters Score -968529.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -968706.000000 Penalty: 4292.467773
	Iteration 26Q: 3 clusters Score -968706 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -968859.750000 Penalty: 4292.467773
	Iteration 27Q: 3 clusters Score -968859.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -968961.375000 Penalty: 4292.467773
	Iteration 28Q: 3 clusters Score -968961.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -969010.187500 Penalty: 4292.467773
	Iteration 29Q: 3 clusters Score -969010.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -969033.062500 Penalty: 4292.467773
	Iteration 30Q: 3 clusters Score -969033.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -969052.437500 Penalty: 4292.467773
	Iteration 31Q: 3 clusters Score -969052.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -969062.937500 Penalty: 4292.467773
	Iteration 32Q: 3 clusters Score -969062.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -969076.937500 Penalty: 4292.467773
	Iteration 33Q: 3 clusters Score -969076.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -969084.875000 Penalty: 4292.467773
	Iteration 34Q: 3 clusters Score -969084.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -969092.875000 Penalty: 4292.467773
	Iteration 35Q: 3 clusters Score -969092.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -969102.687500 Penalty: 4292.467773
	Iteration 36Q: 3 clusters Score -969102.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -969110.875000 Penalty: 4292.467773
	Iteration 37Q: 3 clusters Score -969110.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -969115.875000 Penalty: 4292.467773
	Iteration 38Q: 3 clusters Score -969115.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -969119.687500 Penalty: 4292.467773
	Iteration 39Q: 3 clusters Score -969119.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -969122.500000 Penalty: 4292.467773
	Iteration 40F: 3 clusters Score -969122.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -969126.750000 Penalty: 4292.467773
	Iteration 41Q: 3 clusters Score -969126.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -969128.187500 Penalty: 4292.467773
	Iteration 42Q: 3 clusters Score -969128.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -969131.187500 Penalty: 4292.467773
	Iteration 43Q: 3 clusters Score -969131.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -969131.500000 Penalty: 4292.467773
	Iteration 44Q: 3 clusters Score -969131.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -969132.500000 Penalty: 4292.467773
	Iteration 45Q: 3 clusters Score -969132.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -969133.250000 Penalty: 4292.467773
	Iteration 46Q: 3 clusters Score -969133.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -969132.500000 Penalty: 4292.467773
	Iteration 47Q: 3 clusters Score -969132.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -969132.625000 Penalty: 4292.467773
	Iteration 48Q: 3 clusters Score -969132.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -969132.625000 Penalty: 4292.467773
	Iteration 49F: 3 clusters Score -969132.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 34793 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60950 members 
Mstep: Class 5 contains 33505 members 
Mstep: Class 6 contains 5993 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31243 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6495 members 
Mstep: Class 12 contains 33457 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62006 members 
Mstep: Class 18 contains 4927 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75185 members 
Mstep: Class 21 contains 17632 members 
Mstep: Class 22 contains 20086 members 
Mstep: Class 23 contains 2582 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3520 members 
Mstep: Class 26 contains 6464 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12334 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11598 members 
Mstep: Class 32 contains 12674 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 52940 members 
Mstep: Class 35 contains 11751 members 
Mstep: Class 36 contains 4404 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52608 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17902 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7453 members 
Mstep: Class 47 contains 16813 members 
Mstep: Class 48 contains 5878 members 
Mstep: Class 49 contains 1518 members 
Mstep: Class 50 contains 3152 members 
Entering Unmasked Estep 
Score: -115055768.000000 Penalty: 166910.750000
Splitting cluster 23 changes total score from -115056160.000000 to -115055768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (4539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Entering Unmasked Estep 
Score: -760414.812500 Penalty: 2088.274414
	Iteration 0F: 2 clusters Score -760414.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -756165.250000 Penalty: 4176.548828
	Iteration 0F: 3 clusters Score -756165.2 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -757176.250000 Penalty: 4176.548828
	Iteration 1F: 3 clusters Score -757176.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -757412.187500 Penalty: 4176.548828
	Iteration 2F: 3 clusters Score -757412.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -757563.625000 Penalty: 4176.548828
	Iteration 3F: 3 clusters Score -757563.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -757700.000000 Penalty: 4176.548828
	Iteration 4Q: 3 clusters Score -757700 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -757800.000000 Penalty: 4176.548828
	Iteration 5Q: 3 clusters Score -757800 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -757889.937500 Penalty: 4176.548828
	Iteration 6Q: 3 clusters Score -757889.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -757967.812500 Penalty: 4176.548828
	Iteration 7Q: 3 clusters Score -757967.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -758055.000000 Penalty: 4176.548828
	Iteration 8Q: 3 clusters Score -758055 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -758135.937500 Penalty: 4176.548828
	Iteration 9Q: 3 clusters Score -758135.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -758208.125000 Penalty: 4176.548828
	Iteration 10Q: 3 clusters Score -758208.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -758290.812500 Penalty: 4176.548828
	Iteration 11Q: 3 clusters Score -758290.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -758396.125000 Penalty: 4176.548828
	Iteration 12Q: 3 clusters Score -758396.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -758513.562500 Penalty: 4176.548828
	Iteration 13Q: 3 clusters Score -758513.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -758624.000000 Penalty: 4176.548828
	Iteration 14Q: 3 clusters Score -758624 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -758715.750000 Penalty: 4176.548828
	Iteration 15Q: 3 clusters Score -758715.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -758792.562500 Penalty: 4176.548828
	Iteration 16Q: 3 clusters Score -758792.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -758866.937500 Penalty: 4176.548828
	Iteration 17Q: 3 clusters Score -758866.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -758961.375000 Penalty: 4176.548828
	Iteration 18Q: 3 clusters Score -758961.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -759025.937500 Penalty: 4176.548828
	Iteration 19Q: 3 clusters Score -759025.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -759095.250000 Penalty: 4176.548828
	Iteration 20F: 3 clusters Score -759095.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -759170.812500 Penalty: 4176.548828
	Iteration 21Q: 3 clusters Score -759170.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -759242.500000 Penalty: 4176.548828
	Iteration 22Q: 3 clusters Score -759242.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -759307.250000 Penalty: 4176.548828
	Iteration 23Q: 3 clusters Score -759307.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -759377.937500 Penalty: 4176.548828
	Iteration 24Q: 3 clusters Score -759377.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -759441.875000 Penalty: 4176.548828
	Iteration 25Q: 3 clusters Score -759441.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -759490.750000 Penalty: 4176.548828
	Iteration 26Q: 3 clusters Score -759490.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -759523.875000 Penalty: 4176.548828
	Iteration 27Q: 3 clusters Score -759523.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -759550.062500 Penalty: 4176.548828
	Iteration 28Q: 3 clusters Score -759550.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -759564.937500 Penalty: 4176.548828
	Iteration 29Q: 3 clusters Score -759564.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -759572.062500 Penalty: 4176.548828
	Iteration 30Q: 3 clusters Score -759572.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -759577.312500 Penalty: 4176.548828
	Iteration 31Q: 3 clusters Score -759577.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -759579.687500 Penalty: 4176.548828
	Iteration 32Q: 3 clusters Score -759579.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -759582.625000 Penalty: 4176.548828
	Iteration 33Q: 3 clusters Score -759582.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -759585.375000 Penalty: 4176.548828
	Iteration 34Q: 3 clusters Score -759585.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -759590.937500 Penalty: 4176.548828
	Iteration 35Q: 3 clusters Score -759590.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -759593.375000 Penalty: 4176.548828
	Iteration 36Q: 3 clusters Score -759593.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -759594.250000 Penalty: 4176.548828
	Iteration 37Q: 3 clusters Score -759594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -759594.625000 Penalty: 4176.548828
	Iteration 38Q: 3 clusters Score -759594.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -759595.312500 Penalty: 4176.548828
	Iteration 39Q: 3 clusters Score -759595.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -759597.812500 Penalty: 4176.548828
	Iteration 40F: 3 clusters Score -759597.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -759599.750000 Penalty: 4176.548828
	Iteration 41Q: 3 clusters Score -759599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -759599.937500 Penalty: 4176.548828
	Iteration 42Q: 3 clusters Score -759599.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -759600.562500 Penalty: 4176.548828
	Iteration 43Q: 3 clusters Score -759600.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -759602.625000 Penalty: 4176.548828
	Iteration 44Q: 3 clusters Score -759602.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -759606.375000 Penalty: 4176.548828
	Iteration 45Q: 3 clusters Score -759606.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -759610.250000 Penalty: 4176.548828
	Iteration 46Q: 3 clusters Score -759610.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -759613.187500 Penalty: 4176.548828
	Iteration 47Q: 3 clusters Score -759613.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -759615.062500 Penalty: 4176.548828
	Iteration 48Q: 3 clusters Score -759615.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -759614.437500 Penalty: 4176.548828
	Iteration 49Q: 3 clusters Score -759614.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -759614.437500 Penalty: 4176.548828
	Iteration 50F: 3 clusters Score -759614.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Entering Unmasked Estep 
Score: -592224.562500 Penalty: 2025.221558
	Iteration 0F: 2 clusters Score -592224.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -588624.125000 Penalty: 4050.443115
	Iteration 0F: 3 clusters Score -588624.1 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -589379.812500 Penalty: 4050.443115
	Iteration 1F: 3 clusters Score -589379.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -589571.750000 Penalty: 4050.443115
	Iteration 2F: 3 clusters Score -589571.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -589673.312500 Penalty: 4050.443115
	Iteration 3Q: 3 clusters Score -589673.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -589736.625000 Penalty: 4050.443115
	Iteration 4Q: 3 clusters Score -589736.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -589778.312500 Penalty: 4050.443115
	Iteration 5Q: 3 clusters Score -589778.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -589813.687500 Penalty: 4050.443115
	Iteration 6Q: 3 clusters Score -589813.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -589842.375000 Penalty: 4050.443115
	Iteration 7Q: 3 clusters Score -589842.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -589861.625000 Penalty: 4050.443115
	Iteration 8Q: 3 clusters Score -589861.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -589876.437500 Penalty: 4050.443115
	Iteration 9Q: 3 clusters Score -589876.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -589891.125000 Penalty: 4050.443115
	Iteration 10Q: 3 clusters Score -589891.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -589908.187500 Penalty: 4050.443115
	Iteration 11Q: 3 clusters Score -589908.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -589924.125000 Penalty: 4050.443115
	Iteration 12Q: 3 clusters Score -589924.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -589944.000000 Penalty: 4050.443115
	Iteration 13Q: 3 clusters Score -589944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -589967.250000 Penalty: 4050.443115
	Iteration 14Q: 3 clusters Score -589967.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -589987.437500 Penalty: 4050.443115
	Iteration 15Q: 3 clusters Score -589987.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -590006.562500 Penalty: 4050.443115
	Iteration 16Q: 3 clusters Score -590006.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -590028.125000 Penalty: 4050.443115
	Iteration 17Q: 3 clusters Score -590028.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -590053.625000 Penalty: 4050.443115
	Iteration 18Q: 3 clusters Score -590053.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -590105.437500 Penalty: 4050.443115
	Iteration 19Q: 3 clusters Score -590105.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -590189.000000 Penalty: 4050.443115
	Iteration 20F: 3 clusters Score -590189 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -590355.000000 Penalty: 4050.443115
	Iteration 21Q: 3 clusters Score -590355 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -590598.312500 Penalty: 4050.443115
	Iteration 22Q: 3 clusters Score -590598.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -590901.062500 Penalty: 4050.443115
	Iteration 23Q: 3 clusters Score -590901.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -591155.312500 Penalty: 4050.443115
	Iteration 24Q: 3 clusters Score -591155.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -591381.687500 Penalty: 4050.443115
	Iteration 25F: 3 clusters Score -591381.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -591583.937500 Penalty: 4050.443115
	Iteration 26Q: 3 clusters Score -591583.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -591740.875000 Penalty: 4050.443115
	Iteration 27Q: 3 clusters Score -591740.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -591838.875000 Penalty: 4050.443115
	Iteration 28Q: 3 clusters Score -591838.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -591946.750000 Penalty: 4050.443115
	Iteration 29Q: 3 clusters Score -591946.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -592042.437500 Penalty: 4050.443115
	Iteration 30Q: 3 clusters Score -592042.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -592111.937500 Penalty: 4050.443115
	Iteration 31Q: 3 clusters Score -592111.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -592158.312500 Penalty: 4050.443115
	Iteration 32Q: 3 clusters Score -592158.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -592175.437500 Penalty: 4050.443115
	Iteration 33Q: 3 clusters Score -592175.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -592189.250000 Penalty: 4050.443115
	Iteration 34Q: 3 clusters Score -592189.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -592196.062500 Penalty: 4050.443115
	Iteration 35Q: 3 clusters Score -592196.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -592201.375000 Penalty: 4050.443115
	Iteration 36Q: 3 clusters Score -592201.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -592202.625000 Penalty: 4050.443115
	Iteration 37Q: 3 clusters Score -592202.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -592202.625000 Penalty: 4050.443115
	Iteration 38F: 3 clusters Score -592202.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Entering Unmasked Estep 
Score: -1076088.750000 Penalty: 2175.952881
	Iteration 0F: 2 clusters Score -1076089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1070659.250000 Penalty: 4351.905762
	Iteration 0F: 3 clusters Score -1070659 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1072099.125000 Penalty: 4351.905762
	Iteration 1F: 3 clusters Score -1072099 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1072402.250000 Penalty: 4351.905762
	Iteration 2F: 3 clusters Score -1072402 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1072662.375000 Penalty: 4351.905762
	Iteration 3F: 3 clusters Score -1072662 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1072896.625000 Penalty: 4351.905762
	Iteration 4F: 3 clusters Score -1072897 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1073153.000000 Penalty: 4351.905762
	Iteration 5F: 3 clusters Score -1073153 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1073406.875000 Penalty: 4351.905762
	Iteration 6F: 3 clusters Score -1073407 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1073608.500000 Penalty: 4351.905762
	Iteration 7Q: 3 clusters Score -1073608 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1073769.375000 Penalty: 4351.905762
	Iteration 8Q: 3 clusters Score -1073769 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1073877.250000 Penalty: 4351.905762
	Iteration 9Q: 3 clusters Score -1073877 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1073981.125000 Penalty: 4351.905762
	Iteration 10Q: 3 clusters Score -1073981 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1074076.125000 Penalty: 4351.905762
	Iteration 11Q: 3 clusters Score -1074076 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1074160.125000 Penalty: 4351.905762
	Iteration 12Q: 3 clusters Score -1074160 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1074225.000000 Penalty: 4351.905762
	Iteration 13Q: 3 clusters Score -1074225 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1074291.375000 Penalty: 4351.905762
	Iteration 14Q: 3 clusters Score -1074291 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1074345.250000 Penalty: 4351.905762
	Iteration 15Q: 3 clusters Score -1074345 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1074389.000000 Penalty: 4351.905762
	Iteration 16Q: 3 clusters Score -1074389 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1074437.500000 Penalty: 4351.905762
	Iteration 17Q: 3 clusters Score -1074438 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1074485.250000 Penalty: 4351.905762
	Iteration 18Q: 3 clusters Score -1074485 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1074534.625000 Penalty: 4351.905762
	Iteration 19Q: 3 clusters Score -1074535 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1074593.500000 Penalty: 4351.905762
	Iteration 20F: 3 clusters Score -1074594 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1074641.250000 Penalty: 4351.905762
	Iteration 21Q: 3 clusters Score -1074641 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1074681.500000 Penalty: 4351.905762
	Iteration 22Q: 3 clusters Score -1074682 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1074716.500000 Penalty: 4351.905762
	Iteration 23Q: 3 clusters Score -1074716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1074744.250000 Penalty: 4351.905762
	Iteration 24Q: 3 clusters Score -1074744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1074770.125000 Penalty: 4351.905762
	Iteration 25Q: 3 clusters Score -1074770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1074782.875000 Penalty: 4351.905762
	Iteration 26Q: 3 clusters Score -1074783 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1074792.375000 Penalty: 4351.905762
	Iteration 27Q: 3 clusters Score -1074792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1074799.500000 Penalty: 4351.905762
	Iteration 28Q: 3 clusters Score -1074800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1074808.625000 Penalty: 4351.905762
	Iteration 29Q: 3 clusters Score -1074809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1074812.500000 Penalty: 4351.905762
	Iteration 30Q: 3 clusters Score -1074812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1074821.250000 Penalty: 4351.905762
	Iteration 31Q: 3 clusters Score -1074821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1074826.125000 Penalty: 4351.905762
	Iteration 32Q: 3 clusters Score -1074826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1074827.625000 Penalty: 4351.905762
	Iteration 33Q: 3 clusters Score -1074828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1074833.875000 Penalty: 4351.905762
	Iteration 34Q: 3 clusters Score -1074834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1074833.875000 Penalty: 4351.905762
	Iteration 35Q: 3 clusters Score -1074834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1074837.250000 Penalty: 4351.905762
	Iteration 36Q: 3 clusters Score -1074837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1074835.625000 Penalty: 4351.905762
	Iteration 37Q: 3 clusters Score -1074836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1074836.625000 Penalty: 4351.905762
	Iteration 38Q: 3 clusters Score -1074837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1074837.500000 Penalty: 4351.905762
	Iteration 39Q: 3 clusters Score -1074838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1074839.125000 Penalty: 4351.905762
	Iteration 40F: 3 clusters Score -1074839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1074839.375000 Penalty: 4351.905762
	Iteration 41Q: 3 clusters Score -1074839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1074840.500000 Penalty: 4351.905762
	Iteration 42Q: 3 clusters Score -1074840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1074841.000000 Penalty: 4351.905762
	Iteration 43Q: 3 clusters Score -1074841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1074840.000000 Penalty: 4351.905762
	Iteration 44Q: 3 clusters Score -1074840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1074842.125000 Penalty: 4351.905762
	Iteration 45Q: 3 clusters Score -1074842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1074842.125000 Penalty: 4351.905762
	Iteration 46Q: 3 clusters Score -1074842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1074843.625000 Penalty: 4351.905762
	Iteration 47Q: 3 clusters Score -1074844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1074844.000000 Penalty: 4351.905762
	Iteration 48Q: 3 clusters Score -1074844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1074845.625000 Penalty: 4351.905762
	Iteration 49Q: 3 clusters Score -1074846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1074847.000000 Penalty: 4351.905762
	Iteration 50Q: 3 clusters Score -1074847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1074846.125000 Penalty: 4351.905762
	Iteration 51Q: 3 clusters Score -1074846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1074845.875000 Penalty: 4351.905762
	Iteration 52Q: 3 clusters Score -1074846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1074846.625000 Penalty: 4351.905762
	Iteration 53Q: 3 clusters Score -1074847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1074847.375000 Penalty: 4351.905762
	Iteration 54Q: 3 clusters Score -1074847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1074847.375000 Penalty: 4351.905762
	Iteration 55F: 3 clusters Score -1074847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Entering Unmasked Estep 
Score: -1285440.750000 Penalty: 2204.274658
	Iteration 0F: 2 clusters Score -1285441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1279463.625000 Penalty: 4408.549316
	Iteration 0F: 3 clusters Score -1279464 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1281054.125000 Penalty: 4408.549316
	Iteration 1F: 3 clusters Score -1281054 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1281317.250000 Penalty: 4408.549316
	Iteration 2F: 3 clusters Score -1281317 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1281499.375000 Penalty: 4408.549316
	Iteration 3F: 3 clusters Score -1281499 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1281641.625000 Penalty: 4408.549316
	Iteration 4Q: 3 clusters Score -1281642 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1281759.500000 Penalty: 4408.549316
	Iteration 5Q: 3 clusters Score -1281760 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1281889.625000 Penalty: 4408.549316
	Iteration 6Q: 3 clusters Score -1281890 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1282009.375000 Penalty: 4408.549316
	Iteration 7Q: 3 clusters Score -1282009 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1282151.625000 Penalty: 4408.549316
	Iteration 8Q: 3 clusters Score -1282152 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1282312.625000 Penalty: 4408.549316
	Iteration 9Q: 3 clusters Score -1282313 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1282469.375000 Penalty: 4408.549316
	Iteration 10Q: 3 clusters Score -1282469 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1282632.875000 Penalty: 4408.549316
	Iteration 11Q: 3 clusters Score -1282633 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1282800.500000 Penalty: 4408.549316
	Iteration 12Q: 3 clusters Score -1282800 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1282925.250000 Penalty: 4408.549316
	Iteration 13Q: 3 clusters Score -1282925 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1283019.750000 Penalty: 4408.549316
	Iteration 14Q: 3 clusters Score -1283020 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1283105.625000 Penalty: 4408.549316
	Iteration 15Q: 3 clusters Score -1283106 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1283170.500000 Penalty: 4408.549316
	Iteration 16Q: 3 clusters Score -1283170 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1283232.125000 Penalty: 4408.549316
	Iteration 17Q: 3 clusters Score -1283232 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1283287.250000 Penalty: 4408.549316
	Iteration 18Q: 3 clusters Score -1283287 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1283324.250000 Penalty: 4408.549316
	Iteration 19Q: 3 clusters Score -1283324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1283348.500000 Penalty: 4408.549316
	Iteration 20F: 3 clusters Score -1283348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1283378.625000 Penalty: 4408.549316
	Iteration 21Q: 3 clusters Score -1283379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1283402.875000 Penalty: 4408.549316
	Iteration 22Q: 3 clusters Score -1283403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1283419.750000 Penalty: 4408.549316
	Iteration 23Q: 3 clusters Score -1283420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1283430.625000 Penalty: 4408.549316
	Iteration 24Q: 3 clusters Score -1283431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1283438.125000 Penalty: 4408.549316
	Iteration 25Q: 3 clusters Score -1283438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1283446.250000 Penalty: 4408.549316
	Iteration 26Q: 3 clusters Score -1283446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1283447.625000 Penalty: 4408.549316
	Iteration 27Q: 3 clusters Score -1283448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1283452.625000 Penalty: 4408.549316
	Iteration 28Q: 3 clusters Score -1283453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1283452.625000 Penalty: 4408.549316
	Iteration 29F: 3 clusters Score -1283453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Entering Unmasked Estep 
Score: -2013959.625000 Penalty: 2336.188477
	Iteration 0F: 2 clusters Score -2013960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2004755.000000 Penalty: 4672.376953
	Iteration 0F: 3 clusters Score -2004755 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2007574.375000 Penalty: 4672.376953
	Iteration 1F: 3 clusters Score -2007574 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2008031.875000 Penalty: 4672.376953
	Iteration 2F: 3 clusters Score -2008032 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2008438.875000 Penalty: 4672.376953
	Iteration 3F: 3 clusters Score -2008439 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2008874.375000 Penalty: 4672.376953
	Iteration 4F: 3 clusters Score -2008874 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2009358.625000 Penalty: 4672.376953
	Iteration 5F: 3 clusters Score -2009359 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2009859.875000 Penalty: 4672.376953
	Iteration 6F: 3 clusters Score -2009860 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2010349.750000 Penalty: 4672.376953
	Iteration 7Q: 3 clusters Score -2010350 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2010785.875000 Penalty: 4672.376953
	Iteration 8Q: 3 clusters Score -2010786 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2011130.750000 Penalty: 4672.376953
	Iteration 9Q: 3 clusters Score -2011131 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2011377.625000 Penalty: 4672.376953
	Iteration 10Q: 3 clusters Score -2011378 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2011542.875000 Penalty: 4672.376953
	Iteration 11Q: 3 clusters Score -2011543 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2011690.750000 Penalty: 4672.376953
	Iteration 12Q: 3 clusters Score -2011691 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2011795.125000 Penalty: 4672.376953
	Iteration 13Q: 3 clusters Score -2011795 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2011867.000000 Penalty: 4672.376953
	Iteration 14Q: 3 clusters Score -2011867 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2011925.875000 Penalty: 4672.376953
	Iteration 15Q: 3 clusters Score -2011926 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2011973.125000 Penalty: 4672.376953
	Iteration 16Q: 3 clusters Score -2011973 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2012009.250000 Penalty: 4672.376953
	Iteration 17Q: 3 clusters Score -2012009 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2012049.125000 Penalty: 4672.376953
	Iteration 18Q: 3 clusters Score -2012049 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2012100.125000 Penalty: 4672.376953
	Iteration 19Q: 3 clusters Score -2012100 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2012160.500000 Penalty: 4672.376953
	Iteration 20F: 3 clusters Score -2012160 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2012222.500000 Penalty: 4672.376953
	Iteration 21Q: 3 clusters Score -2012222 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2012296.875000 Penalty: 4672.376953
	Iteration 22Q: 3 clusters Score -2012297 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2012399.500000 Penalty: 4672.376953
	Iteration 23Q: 3 clusters Score -2012400 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2012468.875000 Penalty: 4672.376953
	Iteration 24Q: 3 clusters Score -2012469 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2012526.000000 Penalty: 4672.376953
	Iteration 25Q: 3 clusters Score -2012526 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2012562.750000 Penalty: 4672.376953
	Iteration 26Q: 3 clusters Score -2012563 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2012590.500000 Penalty: 4672.376953
	Iteration 27Q: 3 clusters Score -2012590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2012614.500000 Penalty: 4672.376953
	Iteration 28Q: 3 clusters Score -2012614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2012629.000000 Penalty: 4672.376953
	Iteration 29Q: 3 clusters Score -2012629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2012642.000000 Penalty: 4672.376953
	Iteration 30Q: 3 clusters Score -2012642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2012649.375000 Penalty: 4672.376953
	Iteration 31Q: 3 clusters Score -2012649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2012652.125000 Penalty: 4672.376953
	Iteration 32Q: 3 clusters Score -2012652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2012660.625000 Penalty: 4672.376953
	Iteration 33Q: 3 clusters Score -2012661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2012663.500000 Penalty: 4672.376953
	Iteration 34Q: 3 clusters Score -2012664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2012670.500000 Penalty: 4672.376953
	Iteration 35Q: 3 clusters Score -2012670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2012670.625000 Penalty: 4672.376953
	Iteration 36Q: 3 clusters Score -2012671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2012669.875000 Penalty: 4672.376953
	Iteration 37Q: 3 clusters Score -2012670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2012672.250000 Penalty: 4672.376953
	Iteration 38Q: 3 clusters Score -2012672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2012670.000000 Penalty: 4672.376953
	Iteration 39Q: 3 clusters Score -2012670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2012675.625000 Penalty: 4672.376953
	Iteration 40F: 3 clusters Score -2012676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Entering Unmasked Estep 
Score: -488175.843750 Penalty: 1978.280762
	Iteration 0F: 2 clusters Score -488175.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -484936.000000 Penalty: 3956.561523
	Iteration 0F: 3 clusters Score -484936 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -485555.937500 Penalty: 3956.561523
	Iteration 1F: 3 clusters Score -485555.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -485726.187500 Penalty: 3956.561523
	Iteration 2F: 3 clusters Score -485726.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -485845.656250 Penalty: 3956.561523
	Iteration 3F: 3 clusters Score -485845.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -485939.968750 Penalty: 3956.561523
	Iteration 4Q: 3 clusters Score -485940 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -486029.187500 Penalty: 3956.561523
	Iteration 5Q: 3 clusters Score -486029.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -486117.843750 Penalty: 3956.561523
	Iteration 6Q: 3 clusters Score -486117.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -486202.781250 Penalty: 3956.561523
	Iteration 7Q: 3 clusters Score -486202.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -486286.000000 Penalty: 3956.561523
	Iteration 8Q: 3 clusters Score -486286 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -486369.562500 Penalty: 3956.561523
	Iteration 9Q: 3 clusters Score -486369.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -486432.187500 Penalty: 3956.561523
	Iteration 10Q: 3 clusters Score -486432.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -486482.375000 Penalty: 3956.561523
	Iteration 11Q: 3 clusters Score -486482.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -486522.750000 Penalty: 3956.561523
	Iteration 12Q: 3 clusters Score -486522.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -486553.562500 Penalty: 3956.561523
	Iteration 13Q: 3 clusters Score -486553.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -486580.656250 Penalty: 3956.561523
	Iteration 14Q: 3 clusters Score -486580.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -486602.156250 Penalty: 3956.561523
	Iteration 15Q: 3 clusters Score -486602.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -486614.718750 Penalty: 3956.561523
	Iteration 16Q: 3 clusters Score -486614.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -486622.687500 Penalty: 3956.561523
	Iteration 17Q: 3 clusters Score -486622.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -486630.562500 Penalty: 3956.561523
	Iteration 18Q: 3 clusters Score -486630.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -486642.968750 Penalty: 3956.561523
	Iteration 19Q: 3 clusters Score -486643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -486656.875000 Penalty: 3956.561523
	Iteration 20F: 3 clusters Score -486656.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -486666.625000 Penalty: 3956.561523
	Iteration 21Q: 3 clusters Score -486666.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -486678.343750 Penalty: 3956.561523
	Iteration 22Q: 3 clusters Score -486678.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -486693.531250 Penalty: 3956.561523
	Iteration 23Q: 3 clusters Score -486693.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -486704.125000 Penalty: 3956.561523
	Iteration 24Q: 3 clusters Score -486704.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -486714.062500 Penalty: 3956.561523
	Iteration 25Q: 3 clusters Score -486714.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -486722.687500 Penalty: 3956.561523
	Iteration 26Q: 3 clusters Score -486722.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -486729.875000 Penalty: 3956.561523
	Iteration 27Q: 3 clusters Score -486729.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -486738.843750 Penalty: 3956.561523
	Iteration 28Q: 3 clusters Score -486738.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -486746.968750 Penalty: 3956.561523
	Iteration 29Q: 3 clusters Score -486747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -486751.562500 Penalty: 3956.561523
	Iteration 30Q: 3 clusters Score -486751.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -486759.250000 Penalty: 3956.561523
	Iteration 31Q: 3 clusters Score -486759.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -486763.375000 Penalty: 3956.561523
	Iteration 32Q: 3 clusters Score -486763.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -486764.687500 Penalty: 3956.561523
	Iteration 33Q: 3 clusters Score -486764.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -486767.468750 Penalty: 3956.561523
	Iteration 34Q: 3 clusters Score -486767.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -486770.625000 Penalty: 3956.561523
	Iteration 35Q: 3 clusters Score -486770.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -486771.406250 Penalty: 3956.561523
	Iteration 36Q: 3 clusters Score -486771.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -486771.375000 Penalty: 3956.561523
	Iteration 37Q: 3 clusters Score -486771.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -486771.375000 Penalty: 3956.561523
	Iteration 38F: 3 clusters Score -486771.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Entering Unmasked Estep 
Score: -1059674.125000 Penalty: 2166.330566
	Iteration 0F: 2 clusters Score -1059674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1054385.250000 Penalty: 4332.661133
	Iteration 0F: 3 clusters Score -1054385 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1055888.000000 Penalty: 4332.661133
	Iteration 1F: 3 clusters Score -1055888 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1056382.000000 Penalty: 4332.661133
	Iteration 2F: 3 clusters Score -1056382 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1056831.000000 Penalty: 4332.661133
	Iteration 3F: 3 clusters Score -1056831 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1057206.125000 Penalty: 4332.661133
	Iteration 4F: 3 clusters Score -1057206 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1057526.625000 Penalty: 4332.661133
	Iteration 5F: 3 clusters Score -1057527 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1057780.875000 Penalty: 4332.661133
	Iteration 6F: 3 clusters Score -1057781 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1057952.000000 Penalty: 4332.661133
	Iteration 7Q: 3 clusters Score -1057952 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1058077.625000 Penalty: 4332.661133
	Iteration 8Q: 3 clusters Score -1058078 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1058147.625000 Penalty: 4332.661133
	Iteration 9Q: 3 clusters Score -1058148 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1058185.750000 Penalty: 4332.661133
	Iteration 10Q: 3 clusters Score -1058186 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1058220.750000 Penalty: 4332.661133
	Iteration 11Q: 3 clusters Score -1058221 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1058254.500000 Penalty: 4332.661133
	Iteration 12Q: 3 clusters Score -1058254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1058284.375000 Penalty: 4332.661133
	Iteration 13Q: 3 clusters Score -1058284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1058308.125000 Penalty: 4332.661133
	Iteration 14Q: 3 clusters Score -1058308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1058330.875000 Penalty: 4332.661133
	Iteration 15Q: 3 clusters Score -1058331 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1058346.250000 Penalty: 4332.661133
	Iteration 16Q: 3 clusters Score -1058346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1058358.625000 Penalty: 4332.661133
	Iteration 17Q: 3 clusters Score -1058359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1058371.500000 Penalty: 4332.661133
	Iteration 18Q: 3 clusters Score -1058372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1058388.125000 Penalty: 4332.661133
	Iteration 19Q: 3 clusters Score -1058388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1058402.500000 Penalty: 4332.661133
	Iteration 20F: 3 clusters Score -1058402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1058411.000000 Penalty: 4332.661133
	Iteration 21Q: 3 clusters Score -1058411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1058421.250000 Penalty: 4332.661133
	Iteration 22Q: 3 clusters Score -1058421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1058427.125000 Penalty: 4332.661133
	Iteration 23Q: 3 clusters Score -1058427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1058437.375000 Penalty: 4332.661133
	Iteration 24Q: 3 clusters Score -1058437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1058444.250000 Penalty: 4332.661133
	Iteration 25Q: 3 clusters Score -1058444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1058449.500000 Penalty: 4332.661133
	Iteration 26Q: 3 clusters Score -1058450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1058456.625000 Penalty: 4332.661133
	Iteration 27Q: 3 clusters Score -1058457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1058463.875000 Penalty: 4332.661133
	Iteration 28Q: 3 clusters Score -1058464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1058468.625000 Penalty: 4332.661133
	Iteration 29Q: 3 clusters Score -1058469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1058469.625000 Penalty: 4332.661133
	Iteration 30Q: 3 clusters Score -1058470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1058471.125000 Penalty: 4332.661133
	Iteration 31Q: 3 clusters Score -1058471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1058472.250000 Penalty: 4332.661133
	Iteration 32Q: 3 clusters Score -1058472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1058472.250000 Penalty: 4332.661133
	Iteration 33F: 3 clusters Score -1058472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Entering Unmasked Estep 
Score: -1944558.500000 Penalty: 2320.929932
	Iteration 0F: 2 clusters Score -1944558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1935880.000000 Penalty: 4641.859863
	Iteration 0F: 3 clusters Score -1935880 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1938637.125000 Penalty: 4641.859863
	Iteration 1F: 3 clusters Score -1938637 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1939113.250000 Penalty: 4641.859863
	Iteration 2F: 3 clusters Score -1939113 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1939561.000000 Penalty: 4641.859863
	Iteration 3F: 3 clusters Score -1939561 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1939964.375000 Penalty: 4641.859863
	Iteration 4F: 3 clusters Score -1939964 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1940319.500000 Penalty: 4641.859863
	Iteration 5F: 3 clusters Score -1940320 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1940651.875000 Penalty: 4641.859863
	Iteration 6Q: 3 clusters Score -1940652 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1940970.500000 Penalty: 4641.859863
	Iteration 7Q: 3 clusters Score -1940970 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1941258.375000 Penalty: 4641.859863
	Iteration 8Q: 3 clusters Score -1941258 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1941482.000000 Penalty: 4641.859863
	Iteration 9Q: 3 clusters Score -1941482 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1941657.375000 Penalty: 4641.859863
	Iteration 10Q: 3 clusters Score -1941657 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1941789.125000 Penalty: 4641.859863
	Iteration 11Q: 3 clusters Score -1941789 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1941908.375000 Penalty: 4641.859863
	Iteration 12Q: 3 clusters Score -1941908 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1942011.500000 Penalty: 4641.859863
	Iteration 13Q: 3 clusters Score -1942012 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1942109.000000 Penalty: 4641.859863
	Iteration 14Q: 3 clusters Score -1942109 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1942184.625000 Penalty: 4641.859863
	Iteration 15Q: 3 clusters Score -1942185 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1942267.250000 Penalty: 4641.859863
	Iteration 16Q: 3 clusters Score -1942267 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1942342.625000 Penalty: 4641.859863
	Iteration 17Q: 3 clusters Score -1942343 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1942413.750000 Penalty: 4641.859863
	Iteration 18Q: 3 clusters Score -1942414 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1942459.625000 Penalty: 4641.859863
	Iteration 19Q: 3 clusters Score -1942460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1942501.000000 Penalty: 4641.859863
	Iteration 20F: 3 clusters Score -1942501 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1942525.375000 Penalty: 4641.859863
	Iteration 21Q: 3 clusters Score -1942525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1942546.250000 Penalty: 4641.859863
	Iteration 22Q: 3 clusters Score -1942546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1942574.125000 Penalty: 4641.859863
	Iteration 23Q: 3 clusters Score -1942574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1942592.000000 Penalty: 4641.859863
	Iteration 24Q: 3 clusters Score -1942592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1942603.625000 Penalty: 4641.859863
	Iteration 25Q: 3 clusters Score -1942604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1942612.000000 Penalty: 4641.859863
	Iteration 26Q: 3 clusters Score -1942612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1942615.500000 Penalty: 4641.859863
	Iteration 27Q: 3 clusters Score -1942616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1942624.500000 Penalty: 4641.859863
	Iteration 28Q: 3 clusters Score -1942624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1942628.750000 Penalty: 4641.859863
	Iteration 29Q: 3 clusters Score -1942629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1942631.750000 Penalty: 4641.859863
	Iteration 30Q: 3 clusters Score -1942632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1942634.875000 Penalty: 4641.859863
	Iteration 31Q: 3 clusters Score -1942635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1942639.750000 Penalty: 4641.859863
	Iteration 32Q: 3 clusters Score -1942640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1942640.500000 Penalty: 4641.859863
	Iteration 33Q: 3 clusters Score -1942640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1942640.500000 Penalty: 4641.859863
	Iteration 34F: 3 clusters Score -1942640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Entering Unmasked Estep 
Score: -1944850.375000 Penalty: 2342.932373
	Iteration 0F: 2 clusters Score -1944850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1935528.375000 Penalty: 4685.864746
	Iteration 0F: 3 clusters Score -1935528 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1938636.500000 Penalty: 4685.864746
	Iteration 1F: 3 clusters Score -1938636 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1939389.500000 Penalty: 4685.864746
	Iteration 2F: 3 clusters Score -1939390 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1940242.000000 Penalty: 4685.864746
	Iteration 3F: 3 clusters Score -1940242 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1940986.875000 Penalty: 4685.864746
	Iteration 4F: 3 clusters Score -1940987 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1941607.500000 Penalty: 4685.864746
	Iteration 5F: 3 clusters Score -1941608 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1942080.375000 Penalty: 4685.864746
	Iteration 6F: 3 clusters Score -1942080 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1942466.000000 Penalty: 4685.864746
	Iteration 7Q: 3 clusters Score -1942466 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1942792.625000 Penalty: 4685.864746
	Iteration 8Q: 3 clusters Score -1942793 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1943048.000000 Penalty: 4685.864746
	Iteration 9Q: 3 clusters Score -1943048 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1943254.375000 Penalty: 4685.864746
	Iteration 10Q: 3 clusters Score -1943254 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1943429.750000 Penalty: 4685.864746
	Iteration 11Q: 3 clusters Score -1943430 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1943590.500000 Penalty: 4685.864746
	Iteration 12Q: 3 clusters Score -1943590 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1943743.000000 Penalty: 4685.864746
	Iteration 13Q: 3 clusters Score -1943743 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1943853.750000 Penalty: 4685.864746
	Iteration 14Q: 3 clusters Score -1943854 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1943952.625000 Penalty: 4685.864746
	Iteration 15Q: 3 clusters Score -1943953 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1944034.375000 Penalty: 4685.864746
	Iteration 16Q: 3 clusters Score -1944034 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1944119.750000 Penalty: 4685.864746
	Iteration 17Q: 3 clusters Score -1944120 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1944161.500000 Penalty: 4685.864746
	Iteration 18Q: 3 clusters Score -1944162 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1944199.625000 Penalty: 4685.864746
	Iteration 19Q: 3 clusters Score -1944200 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1944240.250000 Penalty: 4685.864746
	Iteration 20F: 3 clusters Score -1944240 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1944267.125000 Penalty: 4685.864746
	Iteration 21Q: 3 clusters Score -1944267 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1944286.625000 Penalty: 4685.864746
	Iteration 22Q: 3 clusters Score -1944287 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1944298.625000 Penalty: 4685.864746
	Iteration 23Q: 3 clusters Score -1944299 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1944317.125000 Penalty: 4685.864746
	Iteration 24Q: 3 clusters Score -1944317 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1944329.875000 Penalty: 4685.864746
	Iteration 25Q: 3 clusters Score -1944330 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1944339.875000 Penalty: 4685.864746
	Iteration 26Q: 3 clusters Score -1944340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1944344.000000 Penalty: 4685.864746
	Iteration 27Q: 3 clusters Score -1944344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1944353.625000 Penalty: 4685.864746
	Iteration 28Q: 3 clusters Score -1944354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1944360.250000 Penalty: 4685.864746
	Iteration 29Q: 3 clusters Score -1944360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1944367.250000 Penalty: 4685.864746
	Iteration 30Q: 3 clusters Score -1944367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1944372.250000 Penalty: 4685.864746
	Iteration 31Q: 3 clusters Score -1944372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1944372.500000 Penalty: 4685.864746
	Iteration 32Q: 3 clusters Score -1944372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1944380.375000 Penalty: 4685.864746
	Iteration 33Q: 3 clusters Score -1944380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1944392.000000 Penalty: 4685.864746
	Iteration 34Q: 3 clusters Score -1944392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1944396.500000 Penalty: 4685.864746
	Iteration 35Q: 3 clusters Score -1944396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1944401.500000 Penalty: 4685.864746
	Iteration 36Q: 3 clusters Score -1944402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1944401.750000 Penalty: 4685.864746
	Iteration 37Q: 3 clusters Score -1944402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1944404.375000 Penalty: 4685.864746
	Iteration 38Q: 3 clusters Score -1944404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1944405.500000 Penalty: 4685.864746
	Iteration 39Q: 3 clusters Score -1944406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1944405.625000 Penalty: 4685.864746
	Iteration 40F: 3 clusters Score -1944406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1944405.500000 Penalty: 4685.864746
	Iteration 41Q: 3 clusters Score -1944406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1944406.625000 Penalty: 4685.864746
	Iteration 42Q: 3 clusters Score -1944407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1944406.625000 Penalty: 4685.864746
	Iteration 43F: 3 clusters Score -1944407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Entering Unmasked Estep 
Score: -910577.125000 Penalty: 2138.234619
	Iteration 0F: 2 clusters Score -910577.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -905736.437500 Penalty: 4276.469238
	Iteration 0F: 3 clusters Score -905736.4 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -906977.437500 Penalty: 4276.469238
	Iteration 1F: 3 clusters Score -906977.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -907317.812500 Penalty: 4276.469238
	Iteration 2F: 3 clusters Score -907317.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -907625.625000 Penalty: 4276.469238
	Iteration 3F: 3 clusters Score -907625.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -907931.437500 Penalty: 4276.469238
	Iteration 4F: 3 clusters Score -907931.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -908215.062500 Penalty: 4276.469238
	Iteration 5F: 3 clusters Score -908215.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -908493.625000 Penalty: 4276.469238
	Iteration 6F: 3 clusters Score -908493.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -908723.250000 Penalty: 4276.469238
	Iteration 7Q: 3 clusters Score -908723.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -908926.000000 Penalty: 4276.469238
	Iteration 8Q: 3 clusters Score -908926 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -909095.125000 Penalty: 4276.469238
	Iteration 9Q: 3 clusters Score -909095.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -909239.062500 Penalty: 4276.469238
	Iteration 10Q: 3 clusters Score -909239.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -909331.125000 Penalty: 4276.469238
	Iteration 11Q: 3 clusters Score -909331.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -909406.312500 Penalty: 4276.469238
	Iteration 12Q: 3 clusters Score -909406.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -909455.062500 Penalty: 4276.469238
	Iteration 13Q: 3 clusters Score -909455.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -909497.250000 Penalty: 4276.469238
	Iteration 14Q: 3 clusters Score -909497.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -909523.937500 Penalty: 4276.469238
	Iteration 15Q: 3 clusters Score -909523.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -909551.687500 Penalty: 4276.469238
	Iteration 16Q: 3 clusters Score -909551.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -909571.187500 Penalty: 4276.469238
	Iteration 17Q: 3 clusters Score -909571.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -909586.000000 Penalty: 4276.469238
	Iteration 18Q: 3 clusters Score -909586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -909601.625000 Penalty: 4276.469238
	Iteration 19Q: 3 clusters Score -909601.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -909623.062500 Penalty: 4276.469238
	Iteration 20F: 3 clusters Score -909623.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -909653.000000 Penalty: 4276.469238
	Iteration 21Q: 3 clusters Score -909653 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -909687.750000 Penalty: 4276.469238
	Iteration 22Q: 3 clusters Score -909687.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -909726.187500 Penalty: 4276.469238
	Iteration 23Q: 3 clusters Score -909726.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -909772.062500 Penalty: 4276.469238
	Iteration 24Q: 3 clusters Score -909772.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -909805.375000 Penalty: 4276.469238
	Iteration 25Q: 3 clusters Score -909805.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -909852.562500 Penalty: 4276.469238
	Iteration 26Q: 3 clusters Score -909852.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -909926.125000 Penalty: 4276.469238
	Iteration 27Q: 3 clusters Score -909926.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -909974.500000 Penalty: 4276.469238
	Iteration 28Q: 3 clusters Score -909974.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -909997.250000 Penalty: 4276.469238
	Iteration 29Q: 3 clusters Score -909997.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -910004.875000 Penalty: 4276.469238
	Iteration 30Q: 3 clusters Score -910004.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -910009.250000 Penalty: 4276.469238
	Iteration 31Q: 3 clusters Score -910009.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -910010.875000 Penalty: 4276.469238
	Iteration 32Q: 3 clusters Score -910010.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -910013.875000 Penalty: 4276.469238
	Iteration 33Q: 3 clusters Score -910013.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -910013.187500 Penalty: 4276.469238
	Iteration 34Q: 3 clusters Score -910013.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -910012.625000 Penalty: 4276.469238
	Iteration 35Q: 3 clusters Score -910012.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -910012.625000 Penalty: 4276.469238
	Iteration 36F: 3 clusters Score -910012.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (52940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Entering Unmasked Estep 
Score: -8851335.000000 Penalty: 2697.474609
	Iteration 0F: 2 clusters Score -8851335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -8816073.000000 Penalty: 5394.949219
	Iteration 0F: 3 clusters Score -8816073 nChanged 24552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -8829906.000000 Penalty: 5394.949219
	Iteration 1F: 3 clusters Score -8829906 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -8830591.000000 Penalty: 5394.949219
	Iteration 2Q: 3 clusters Score -8830591 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -8831218.000000 Penalty: 5394.949219
	Iteration 3Q: 3 clusters Score -8831218 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -8832016.000000 Penalty: 5394.949219
	Iteration 4Q: 3 clusters Score -8832016 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -8833085.000000 Penalty: 5394.949219
	Iteration 5Q: 3 clusters Score -8833085 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -8834368.000000 Penalty: 5394.949219
	Iteration 6Q: 3 clusters Score -8834368 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -8835971.000000 Penalty: 5394.949219
	Iteration 7F: 3 clusters Score -8835971 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -8837807.000000 Penalty: 5394.949219
	Iteration 8F: 3 clusters Score -8837807 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -8839756.000000 Penalty: 5394.949219
	Iteration 9F: 3 clusters Score -8839756 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -8841640.000000 Penalty: 5394.949219
	Iteration 10F: 3 clusters Score -8841640 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -8843034.000000 Penalty: 5394.949219
	Iteration 11Q: 3 clusters Score -8843034 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -8844253.000000 Penalty: 5394.949219
	Iteration 12Q: 3 clusters Score -8844253 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -8845153.000000 Penalty: 5394.949219
	Iteration 13Q: 3 clusters Score -8845153 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -8845909.000000 Penalty: 5394.949219
	Iteration 14Q: 3 clusters Score -8845909 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -8846485.000000 Penalty: 5394.949219
	Iteration 15Q: 3 clusters Score -8846485 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -8847024.000000 Penalty: 5394.949219
	Iteration 16Q: 3 clusters Score -8847024 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -8847446.000000 Penalty: 5394.949219
	Iteration 17Q: 3 clusters Score -8847446 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -8847889.000000 Penalty: 5394.949219
	Iteration 18Q: 3 clusters Score -8847889 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -8848145.000000 Penalty: 5394.949219
	Iteration 19Q: 3 clusters Score -8848145 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -8848375.000000 Penalty: 5394.949219
	Iteration 20F: 3 clusters Score -8848375 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -8848530.000000 Penalty: 5394.949219
	Iteration 21Q: 3 clusters Score -8848530 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -8848644.000000 Penalty: 5394.949219
	Iteration 22Q: 3 clusters Score -8848644 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
Score: -8848707.000000 Penalty: 5394.949219
	Iteration 23Q: 3 clusters Score -8848707 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 51153 members 
Entering Unmasked Estep 
Score: -8848813.000000 Penalty: 5394.949219
	Iteration 24Q: 3 clusters Score -8848813 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -8848892.000000 Penalty: 5394.949219
	Iteration 25Q: 3 clusters Score -8848892 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -8848949.000000 Penalty: 5394.949219
	Iteration 26Q: 3 clusters Score -8848949 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -8848981.000000 Penalty: 5394.949219
	Iteration 27Q: 3 clusters Score -8848981 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -8849018.000000 Penalty: 5394.949219
	Iteration 28Q: 3 clusters Score -8849018 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -8849042.000000 Penalty: 5394.949219
	Iteration 29Q: 3 clusters Score -8849042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -8849054.000000 Penalty: 5394.949219
	Iteration 30Q: 3 clusters Score -8849054 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -8849074.000000 Penalty: 5394.949219
	Iteration 31Q: 3 clusters Score -8849074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -8849072.000000 Penalty: 5394.949219
	Iteration 32Q: 3 clusters Score -8849072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -8849086.000000 Penalty: 5394.949219
	Iteration 33Q: 3 clusters Score -8849086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 51843 members 
Entering Unmasked Estep 
Score: -8849094.000000 Penalty: 5394.949219
	Iteration 34Q: 3 clusters Score -8849094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -8849090.000000 Penalty: 5394.949219
	Iteration 35Q: 3 clusters Score -8849090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -8849104.000000 Penalty: 5394.949219
	Iteration 36Q: 3 clusters Score -8849104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -8849109.000000 Penalty: 5394.949219
	Iteration 37Q: 3 clusters Score -8849109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -8849114.000000 Penalty: 5394.949219
	Iteration 38Q: 3 clusters Score -8849114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -8849108.000000 Penalty: 5394.949219
	Iteration 39Q: 3 clusters Score -8849108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -8849115.000000 Penalty: 5394.949219
	Iteration 40F: 3 clusters Score -8849115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 51924 members 
Entering Unmasked Estep 
Score: -8849108.000000 Penalty: 5394.949219
	Iteration 41Q: 3 clusters Score -8849108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -8849115.000000 Penalty: 5394.949219
	Iteration 42Q: 3 clusters Score -8849115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -8849119.000000 Penalty: 5394.949219
	Iteration 43Q: 3 clusters Score -8849119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 51935 members 
Entering Unmasked Estep 
Score: -8849119.000000 Penalty: 5394.949219
	Iteration 44Q: 3 clusters Score -8849119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -8849120.000000 Penalty: 5394.949219
	Iteration 45Q: 3 clusters Score -8849120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -8849123.000000 Penalty: 5394.949219
	Iteration 46Q: 3 clusters Score -8849123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -8849126.000000 Penalty: 5394.949219
	Iteration 47Q: 3 clusters Score -8849126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -8849133.000000 Penalty: 5394.949219
	Iteration 48Q: 3 clusters Score -8849133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -8849130.000000 Penalty: 5394.949219
	Iteration 49Q: 3 clusters Score -8849130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -8849130.000000 Penalty: 5394.949219
	Iteration 50Q: 3 clusters Score -8849130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 51959 members 
Entering Unmasked Estep 
Score: -8849117.000000 Penalty: 5394.949219
	Iteration 51Q: 3 clusters Score -8849117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -8849116.000000 Penalty: 5394.949219
	Iteration 52Q: 3 clusters Score -8849116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -8849131.000000 Penalty: 5394.949219
	Iteration 53Q: 3 clusters Score -8849131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -8849132.000000 Penalty: 5394.949219
	Iteration 54Q: 3 clusters Score -8849132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -8849126.000000 Penalty: 5394.949219
	Iteration 55Q: 3 clusters Score -8849126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -8849130.000000 Penalty: 5394.949219
	Iteration 56Q: 3 clusters Score -8849130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -8849130.000000 Penalty: 5394.949219
	Iteration 57F: 3 clusters Score -8849130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Entering Unmasked Estep 
Score: -1875301.500000 Penalty: 2324.179932
	Iteration 0F: 2 clusters Score -1875302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1866471.625000 Penalty: 4648.359863
	Iteration 0F: 3 clusters Score -1866472 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1869282.625000 Penalty: 4648.359863
	Iteration 1F: 3 clusters Score -1869283 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1869695.375000 Penalty: 4648.359863
	Iteration 2F: 3 clusters Score -1869695 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1870069.000000 Penalty: 4648.359863
	Iteration 3F: 3 clusters Score -1870069 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1870379.250000 Penalty: 4648.359863
	Iteration 4F: 3 clusters Score -1870379 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1870678.500000 Penalty: 4648.359863
	Iteration 5Q: 3 clusters Score -1870678 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1870967.000000 Penalty: 4648.359863
	Iteration 6Q: 3 clusters Score -1870967 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1871236.000000 Penalty: 4648.359863
	Iteration 7Q: 3 clusters Score -1871236 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1871510.125000 Penalty: 4648.359863
	Iteration 8Q: 3 clusters Score -1871510 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1871791.875000 Penalty: 4648.359863
	Iteration 9Q: 3 clusters Score -1871792 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1872089.125000 Penalty: 4648.359863
	Iteration 10Q: 3 clusters Score -1872089 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1872372.750000 Penalty: 4648.359863
	Iteration 11Q: 3 clusters Score -1872373 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1872628.375000 Penalty: 4648.359863
	Iteration 12Q: 3 clusters Score -1872628 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1872824.000000 Penalty: 4648.359863
	Iteration 13Q: 3 clusters Score -1872824 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1872960.000000 Penalty: 4648.359863
	Iteration 14Q: 3 clusters Score -1872960 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1873072.000000 Penalty: 4648.359863
	Iteration 15Q: 3 clusters Score -1873072 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1873188.750000 Penalty: 4648.359863
	Iteration 16Q: 3 clusters Score -1873189 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1873276.125000 Penalty: 4648.359863
	Iteration 17Q: 3 clusters Score -1873276 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1873327.875000 Penalty: 4648.359863
	Iteration 18Q: 3 clusters Score -1873328 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1873368.125000 Penalty: 4648.359863
	Iteration 19Q: 3 clusters Score -1873368 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1873403.625000 Penalty: 4648.359863
	Iteration 20F: 3 clusters Score -1873404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1873427.375000 Penalty: 4648.359863
	Iteration 21Q: 3 clusters Score -1873427 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1873452.375000 Penalty: 4648.359863
	Iteration 22Q: 3 clusters Score -1873452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1873461.625000 Penalty: 4648.359863
	Iteration 23Q: 3 clusters Score -1873462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1873471.875000 Penalty: 4648.359863
	Iteration 24Q: 3 clusters Score -1873472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1873480.625000 Penalty: 4648.359863
	Iteration 25Q: 3 clusters Score -1873481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1873492.250000 Penalty: 4648.359863
	Iteration 26Q: 3 clusters Score -1873492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1873497.000000 Penalty: 4648.359863
	Iteration 27Q: 3 clusters Score -1873497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1873499.625000 Penalty: 4648.359863
	Iteration 28Q: 3 clusters Score -1873500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1873500.250000 Penalty: 4648.359863
	Iteration 29Q: 3 clusters Score -1873500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1873501.000000 Penalty: 4648.359863
	Iteration 30Q: 3 clusters Score -1873501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1873500.500000 Penalty: 4648.359863
	Iteration 31Q: 3 clusters Score -1873500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1873503.250000 Penalty: 4648.359863
	Iteration 32Q: 3 clusters Score -1873503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1873507.250000 Penalty: 4648.359863
	Iteration 33Q: 3 clusters Score -1873507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1873507.625000 Penalty: 4648.359863
	Iteration 34Q: 3 clusters Score -1873508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1873510.500000 Penalty: 4648.359863
	Iteration 35Q: 3 clusters Score -1873510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1873509.250000 Penalty: 4648.359863
	Iteration 36Q: 3 clusters Score -1873509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1873513.000000 Penalty: 4648.359863
	Iteration 37Q: 3 clusters Score -1873513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1873514.375000 Penalty: 4648.359863
	Iteration 38Q: 3 clusters Score -1873514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1873514.000000 Penalty: 4648.359863
	Iteration 39Q: 3 clusters Score -1873514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1873518.625000 Penalty: 4648.359863
	Iteration 40F: 3 clusters Score -1873519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1873519.875000 Penalty: 4648.359863
	Iteration 41Q: 3 clusters Score -1873520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1873522.250000 Penalty: 4648.359863
	Iteration 42Q: 3 clusters Score -1873522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1873529.375000 Penalty: 4648.359863
	Iteration 43Q: 3 clusters Score -1873529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1873530.500000 Penalty: 4648.359863
	Iteration 44Q: 3 clusters Score -1873530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1873528.375000 Penalty: 4648.359863
	Iteration 45Q: 3 clusters Score -1873528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1873529.750000 Penalty: 4648.359863
	Iteration 46Q: 3 clusters Score -1873530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1873529.750000 Penalty: 4648.359863
	Iteration 47F: 3 clusters Score -1873530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Entering Unmasked Estep 
Score: -697347.562500 Penalty: 2080.786621
	Iteration 0F: 2 clusters Score -697347.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -693249.562500 Penalty: 4161.573242
	Iteration 0F: 3 clusters Score -693249.6 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -694389.750000 Penalty: 4161.573242
	Iteration 1F: 3 clusters Score -694389.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -694735.812500 Penalty: 4161.573242
	Iteration 2F: 3 clusters Score -694735.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -695001.125000 Penalty: 4161.573242
	Iteration 3F: 3 clusters Score -695001.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -695228.875000 Penalty: 4161.573242
	Iteration 4F: 3 clusters Score -695228.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -695414.687500 Penalty: 4161.573242
	Iteration 5Q: 3 clusters Score -695414.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -695548.500000 Penalty: 4161.573242
	Iteration 6Q: 3 clusters Score -695548.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -695656.250000 Penalty: 4161.573242
	Iteration 7Q: 3 clusters Score -695656.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -695744.625000 Penalty: 4161.573242
	Iteration 8Q: 3 clusters Score -695744.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -695807.687500 Penalty: 4161.573242
	Iteration 9Q: 3 clusters Score -695807.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -695847.187500 Penalty: 4161.573242
	Iteration 10Q: 3 clusters Score -695847.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -695878.250000 Penalty: 4161.573242
	Iteration 11Q: 3 clusters Score -695878.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -695899.687500 Penalty: 4161.573242
	Iteration 12Q: 3 clusters Score -695899.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -695916.250000 Penalty: 4161.573242
	Iteration 13Q: 3 clusters Score -695916.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -695931.062500 Penalty: 4161.573242
	Iteration 14Q: 3 clusters Score -695931.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -695943.375000 Penalty: 4161.573242
	Iteration 15Q: 3 clusters Score -695943.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -695957.000000 Penalty: 4161.573242
	Iteration 16Q: 3 clusters Score -695957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -695968.250000 Penalty: 4161.573242
	Iteration 17Q: 3 clusters Score -695968.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -695974.687500 Penalty: 4161.573242
	Iteration 18Q: 3 clusters Score -695974.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -695977.812500 Penalty: 4161.573242
	Iteration 19Q: 3 clusters Score -695977.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -695980.437500 Penalty: 4161.573242
	Iteration 20F: 3 clusters Score -695980.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -695985.937500 Penalty: 4161.573242
	Iteration 21Q: 3 clusters Score -695985.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -695991.500000 Penalty: 4161.573242
	Iteration 22Q: 3 clusters Score -695991.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -695995.250000 Penalty: 4161.573242
	Iteration 23Q: 3 clusters Score -695995.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -696000.625000 Penalty: 4161.573242
	Iteration 24Q: 3 clusters Score -696000.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -696004.000000 Penalty: 4161.573242
	Iteration 25Q: 3 clusters Score -696004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -696005.562500 Penalty: 4161.573242
	Iteration 26Q: 3 clusters Score -696005.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -696004.125000 Penalty: 4161.573242
	Iteration 27Q: 3 clusters Score -696004.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -696006.250000 Penalty: 4161.573242
	Iteration 28Q: 3 clusters Score -696006.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -696008.875000 Penalty: 4161.573242
	Iteration 29Q: 3 clusters Score -696008.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -696008.937500 Penalty: 4161.573242
	Iteration 30Q: 3 clusters Score -696008.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -696009.750000 Penalty: 4161.573242
	Iteration 31Q: 3 clusters Score -696009.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -696009.937500 Penalty: 4161.573242
	Iteration 32Q: 3 clusters Score -696009.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -696009.937500 Penalty: 4161.573242
	Iteration 33F: 3 clusters Score -696009.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -134987.109375 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -134987.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -133124.234375 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -133124.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -133440.906250 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -133440.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -133582.484375 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -133582.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -133688.203125 Penalty: 3356.602051
	Iteration 3F: 3 clusters Score -133688.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -133772.296875 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -133772.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -133816.296875 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -133816.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -133841.453125 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -133841.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -133861.281250 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -133861.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -133887.656250 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -133887.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -133939.562500 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -133939.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -133994.468750 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -133994.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -134036.750000 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -134036.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -134087.859375 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -134087.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -134153.593750 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -134153.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -134230.812500 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -134230.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -134282.921875 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -134282.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -134328.609375 Penalty: 3356.602051
	Iteration 16Q: 3 clusters Score -134328.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -134419.843750 Penalty: 3356.602051
	Iteration 17Q: 3 clusters Score -134419.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -134594.421875 Penalty: 3356.602051
	Iteration 18Q: 3 clusters Score -134594.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -134695.921875 Penalty: 3356.602051
	Iteration 19Q: 3 clusters Score -134695.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -134753.484375 Penalty: 3356.602051
	Iteration 20F: 3 clusters Score -134753.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -134772.046875 Penalty: 3356.602051
	Iteration 21Q: 3 clusters Score -134772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -134780.625000 Penalty: 3356.602051
	Iteration 22Q: 3 clusters Score -134780.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -134794.171875 Penalty: 3356.602051
	Iteration 23Q: 3 clusters Score -134794.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -134804.843750 Penalty: 3356.602051
	Iteration 24Q: 3 clusters Score -134804.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -134816.187500 Penalty: 3356.602051
	Iteration 25Q: 3 clusters Score -134816.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -134838.125000 Penalty: 3356.602051
	Iteration 26Q: 3 clusters Score -134838.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -134853.171875 Penalty: 3356.602051
	Iteration 27Q: 3 clusters Score -134853.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -134876.390625 Penalty: 3356.602051
	Iteration 28Q: 3 clusters Score -134876.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -134884.078125 Penalty: 3356.602051
	Iteration 29Q: 3 clusters Score -134884.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -134890.593750 Penalty: 3356.602051
	Iteration 30Q: 3 clusters Score -134890.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -134893.140625 Penalty: 3356.602051
	Iteration 31Q: 3 clusters Score -134893.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -134895.312500 Penalty: 3356.602051
	Iteration 32Q: 3 clusters Score -134895.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -134895.312500 Penalty: 3356.602051
	Iteration 33F: 3 clusters Score -134895.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Entering Unmasked Estep 
Score: -396500.437500 Penalty: 1930.446167
	Iteration 0F: 2 clusters Score -396500.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -393670.125000 Penalty: 3860.892334
	Iteration 0F: 3 clusters Score -393670.1 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -394231.406250 Penalty: 3860.892334
	Iteration 1F: 3 clusters Score -394231.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -394420.437500 Penalty: 3860.892334
	Iteration 2F: 3 clusters Score -394420.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -394571.218750 Penalty: 3860.892334
	Iteration 3F: 3 clusters Score -394571.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -394702.750000 Penalty: 3860.892334
	Iteration 4Q: 3 clusters Score -394702.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -394835.843750 Penalty: 3860.892334
	Iteration 5Q: 3 clusters Score -394835.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -394971.625000 Penalty: 3860.892334
	Iteration 6Q: 3 clusters Score -394971.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -395083.875000 Penalty: 3860.892334
	Iteration 7Q: 3 clusters Score -395083.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -395191.375000 Penalty: 3860.892334
	Iteration 8Q: 3 clusters Score -395191.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -395275.875000 Penalty: 3860.892334
	Iteration 9Q: 3 clusters Score -395275.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -395340.687500 Penalty: 3860.892334
	Iteration 10Q: 3 clusters Score -395340.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -395421.875000 Penalty: 3860.892334
	Iteration 11Q: 3 clusters Score -395421.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -395562.343750 Penalty: 3860.892334
	Iteration 12Q: 3 clusters Score -395562.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -395760.406250 Penalty: 3860.892334
	Iteration 13Q: 3 clusters Score -395760.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -395860.500000 Penalty: 3860.892334
	Iteration 14Q: 3 clusters Score -395860.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -395888.187500 Penalty: 3860.892334
	Iteration 15Q: 3 clusters Score -395888.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -395902.625000 Penalty: 3860.892334
	Iteration 16Q: 3 clusters Score -395902.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -395909.625000 Penalty: 3860.892334
	Iteration 17Q: 3 clusters Score -395909.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -395914.968750 Penalty: 3860.892334
	Iteration 18Q: 3 clusters Score -395915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -395920.843750 Penalty: 3860.892334
	Iteration 19Q: 3 clusters Score -395920.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -395923.718750 Penalty: 3860.892334
	Iteration 20F: 3 clusters Score -395923.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -395927.250000 Penalty: 3860.892334
	Iteration 21Q: 3 clusters Score -395927.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -395929.187500 Penalty: 3860.892334
	Iteration 22Q: 3 clusters Score -395929.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -395932.500000 Penalty: 3860.892334
	Iteration 23Q: 3 clusters Score -395932.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -395933.781250 Penalty: 3860.892334
	Iteration 24Q: 3 clusters Score -395933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -395933.968750 Penalty: 3860.892334
	Iteration 25Q: 3 clusters Score -395934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -395933.968750 Penalty: 3860.892334
	Iteration 26F: 3 clusters Score -395934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (52608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52608 members 
Entering Unmasked Estep 
Score: -8871582.000000 Penalty: 2695.914551
	Iteration 0F: 2 clusters Score -8871582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -8836460.000000 Penalty: 5391.829102
	Iteration 0F: 3 clusters Score -8836460 nChanged 24624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -8850137.000000 Penalty: 5391.829102
	Iteration 1F: 3 clusters Score -8850137 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -8850922.000000 Penalty: 5391.829102
	Iteration 2Q: 3 clusters Score -8850922 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -8851780.000000 Penalty: 5391.829102
	Iteration 3Q: 3 clusters Score -8851780 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -8852778.000000 Penalty: 5391.829102
	Iteration 4Q: 3 clusters Score -8852778 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -8854149.000000 Penalty: 5391.829102
	Iteration 5Q: 3 clusters Score -8854149 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -8856102.000000 Penalty: 5391.829102
	Iteration 6F: 3 clusters Score -8856102 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -8858581.000000 Penalty: 5391.829102
	Iteration 7F: 3 clusters Score -8858581 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -8861452.000000 Penalty: 5391.829102
	Iteration 8F: 3 clusters Score -8861452 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -8863990.000000 Penalty: 5391.829102
	Iteration 9F: 3 clusters Score -8863990 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -8866042.000000 Penalty: 5391.829102
	Iteration 10Q: 3 clusters Score -8866042 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -8867509.000000 Penalty: 5391.829102
	Iteration 11Q: 3 clusters Score -8867509 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -8868294.000000 Penalty: 5391.829102
	Iteration 12Q: 3 clusters Score -8868294 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -8868717.000000 Penalty: 5391.829102
	Iteration 13Q: 3 clusters Score -8868717 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -8868927.000000 Penalty: 5391.829102
	Iteration 14Q: 3 clusters Score -8868927 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -8869049.000000 Penalty: 5391.829102
	Iteration 15Q: 3 clusters Score -8869049 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -8869122.000000 Penalty: 5391.829102
	Iteration 16Q: 3 clusters Score -8869122 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 51748 members 
Entering Unmasked Estep 
Score: -8869181.000000 Penalty: 5391.829102
	Iteration 17Q: 3 clusters Score -8869181 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -8869235.000000 Penalty: 5391.829102
	Iteration 18Q: 3 clusters Score -8869235 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -8869280.000000 Penalty: 5391.829102
	Iteration 19Q: 3 clusters Score -8869280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 51843 members 
Entering Unmasked Estep 
Score: -8869307.000000 Penalty: 5391.829102
	Iteration 20F: 3 clusters Score -8869307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 51864 members 
Entering Unmasked Estep 
Score: -8869310.000000 Penalty: 5391.829102
	Iteration 21Q: 3 clusters Score -8869310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -8869339.000000 Penalty: 5391.829102
	Iteration 22Q: 3 clusters Score -8869339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -8869352.000000 Penalty: 5391.829102
	Iteration 23Q: 3 clusters Score -8869352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -8869366.000000 Penalty: 5391.829102
	Iteration 24Q: 3 clusters Score -8869366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -8869372.000000 Penalty: 5391.829102
	Iteration 25Q: 3 clusters Score -8869372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -8869377.000000 Penalty: 5391.829102
	Iteration 26Q: 3 clusters Score -8869377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -8869370.000000 Penalty: 5391.829102
	Iteration 27Q: 3 clusters Score -8869370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -8869375.000000 Penalty: 5391.829102
	Iteration 28Q: 3 clusters Score -8869375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -8869374.000000 Penalty: 5391.829102
	Iteration 29Q: 3 clusters Score -8869374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -8869369.000000 Penalty: 5391.829102
	Iteration 30Q: 3 clusters Score -8869369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -8869373.000000 Penalty: 5391.829102
	Iteration 31Q: 3 clusters Score -8869373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -8869372.000000 Penalty: 5391.829102
	Iteration 32Q: 3 clusters Score -8869372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -8869389.000000 Penalty: 5391.829102
	Iteration 33Q: 3 clusters Score -8869389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -8869385.000000 Penalty: 5391.829102
	Iteration 34Q: 3 clusters Score -8869385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -8869387.000000 Penalty: 5391.829102
	Iteration 35Q: 3 clusters Score -8869387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 51934 members 
Entering Unmasked Estep 
Score: -8869400.000000 Penalty: 5391.829102
	Iteration 36Q: 3 clusters Score -8869400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 51934 members 
Entering Unmasked Estep 
Score: -8869401.000000 Penalty: 5391.829102
	Iteration 37Q: 3 clusters Score -8869401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 51937 members 
Entering Unmasked Estep 
Score: -8869396.000000 Penalty: 5391.829102
	Iteration 38Q: 3 clusters Score -8869396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 51937 members 
Entering Unmasked Estep 
Score: -8869399.000000 Penalty: 5391.829102
	Iteration 39Q: 3 clusters Score -8869399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -8869402.000000 Penalty: 5391.829102
	Iteration 40F: 3 clusters Score -8869402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -8869400.000000 Penalty: 5391.829102
	Iteration 41Q: 3 clusters Score -8869400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -8869408.000000 Penalty: 5391.829102
	Iteration 42Q: 3 clusters Score -8869408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 51946 members 
Entering Unmasked Estep 
Score: -8869405.000000 Penalty: 5391.829102
	Iteration 43Q: 3 clusters Score -8869405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 51946 members 
Entering Unmasked Estep 
Score: -8869415.000000 Penalty: 5391.829102
	Iteration 44Q: 3 clusters Score -8869415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -8869420.000000 Penalty: 5391.829102
	Iteration 45Q: 3 clusters Score -8869420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -8869418.000000 Penalty: 5391.829102
	Iteration 46Q: 3 clusters Score -8869418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -8869423.000000 Penalty: 5391.829102
	Iteration 47Q: 3 clusters Score -8869423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -8869433.000000 Penalty: 5391.829102
	Iteration 48Q: 3 clusters Score -8869433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 51959 members 
Entering Unmasked Estep 
Score: -8869436.000000 Penalty: 5391.829102
	Iteration 49Q: 3 clusters Score -8869436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -8869438.000000 Penalty: 5391.829102
	Iteration 50Q: 3 clusters Score -8869438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 51964 members 
Entering Unmasked Estep 
Score: -8869440.000000 Penalty: 5391.829102
	Iteration 51Q: 3 clusters Score -8869440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 51968 members 
Entering Unmasked Estep 
Score: -8869444.000000 Penalty: 5391.829102
	Iteration 52Q: 3 clusters Score -8869444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 51969 members 
Entering Unmasked Estep 
Score: -8869445.000000 Penalty: 5391.829102
	Iteration 53Q: 3 clusters Score -8869445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -8869443.000000 Penalty: 5391.829102
	Iteration 54Q: 3 clusters Score -8869443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -8869442.000000 Penalty: 5391.829102
	Iteration 55Q: 3 clusters Score -8869442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -8869442.000000 Penalty: 5391.829102
	Iteration 56F: 3 clusters Score -8869442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -332222.187500 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -332222.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -329576.656250 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -329576.7 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -330054.281250 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -330054.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -330147.375000 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -330147.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -330200.718750 Penalty: 3772.768311
	Iteration 3Q: 3 clusters Score -330200.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -330238.968750 Penalty: 3772.768311
	Iteration 4Q: 3 clusters Score -330239 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -330276.343750 Penalty: 3772.768311
	Iteration 5Q: 3 clusters Score -330276.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -330294.531250 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -330294.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -330311.687500 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -330311.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -330325.843750 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -330325.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -330344.937500 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -330344.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -330362.937500 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -330362.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -330382.531250 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -330382.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -330398.437500 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -330398.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -330410.406250 Penalty: 3772.768311
	Iteration 13Q: 3 clusters Score -330410.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -330418.500000 Penalty: 3772.768311
	Iteration 14Q: 3 clusters Score -330418.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -330426.375000 Penalty: 3772.768311
	Iteration 15Q: 3 clusters Score -330426.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -330434.437500 Penalty: 3772.768311
	Iteration 16Q: 3 clusters Score -330434.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -330444.000000 Penalty: 3772.768311
	Iteration 17Q: 3 clusters Score -330444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -330458.156250 Penalty: 3772.768311
	Iteration 18Q: 3 clusters Score -330458.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -330468.937500 Penalty: 3772.768311
	Iteration 19Q: 3 clusters Score -330468.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -330487.593750 Penalty: 3772.768311
	Iteration 20F: 3 clusters Score -330487.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -330501.812500 Penalty: 3772.768311
	Iteration 21Q: 3 clusters Score -330501.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -330516.187500 Penalty: 3772.768311
	Iteration 22Q: 3 clusters Score -330516.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -330528.187500 Penalty: 3772.768311
	Iteration 23Q: 3 clusters Score -330528.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -330540.812500 Penalty: 3772.768311
	Iteration 24Q: 3 clusters Score -330540.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -330550.343750 Penalty: 3772.768311
	Iteration 25Q: 3 clusters Score -330550.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -330561.250000 Penalty: 3772.768311
	Iteration 26Q: 3 clusters Score -330561.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -330572.562500 Penalty: 3772.768311
	Iteration 27Q: 3 clusters Score -330572.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -330582.156250 Penalty: 3772.768311
	Iteration 28Q: 3 clusters Score -330582.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -330589.437500 Penalty: 3772.768311
	Iteration 29Q: 3 clusters Score -330589.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -330594.843750 Penalty: 3772.768311
	Iteration 30Q: 3 clusters Score -330594.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -330597.718750 Penalty: 3772.768311
	Iteration 31Q: 3 clusters Score -330597.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -330599.687500 Penalty: 3772.768311
	Iteration 32Q: 3 clusters Score -330599.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -330603.875000 Penalty: 3772.768311
	Iteration 33Q: 3 clusters Score -330603.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -330606.593750 Penalty: 3772.768311
	Iteration 34Q: 3 clusters Score -330606.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -330611.125000 Penalty: 3772.768311
	Iteration 35Q: 3 clusters Score -330611.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -330612.906250 Penalty: 3772.768311
	Iteration 36Q: 3 clusters Score -330612.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -330613.437500 Penalty: 3772.768311
	Iteration 37Q: 3 clusters Score -330613.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -330616.750000 Penalty: 3772.768311
	Iteration 38Q: 3 clusters Score -330616.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -330619.781250 Penalty: 3772.768311
	Iteration 39Q: 3 clusters Score -330619.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -330621.000000 Penalty: 3772.768311
	Iteration 40F: 3 clusters Score -330621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -330622.125000 Penalty: 3772.768311
	Iteration 41Q: 3 clusters Score -330622.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -330624.062500 Penalty: 3772.768311
	Iteration 42Q: 3 clusters Score -330624.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -330625.843750 Penalty: 3772.768311
	Iteration 43Q: 3 clusters Score -330625.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -330626.593750 Penalty: 3772.768311
	Iteration 44Q: 3 clusters Score -330626.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -330626.593750 Penalty: 3772.768311
	Iteration 45F: 3 clusters Score -330626.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (17902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Entering Unmasked Estep 
Score: -3104427.500000 Penalty: 2428.581543
	Iteration 0F: 2 clusters Score -3104428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -3091718.500000 Penalty: 4857.163086
	Iteration 0F: 3 clusters Score -3091718 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -3095858.500000 Penalty: 4857.163086
	Iteration 1F: 3 clusters Score -3095858 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -3096201.500000 Penalty: 4857.163086
	Iteration 2F: 3 clusters Score -3096202 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3096450.000000 Penalty: 4857.163086
	Iteration 3Q: 3 clusters Score -3096450 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -3096673.500000 Penalty: 4857.163086
	Iteration 4Q: 3 clusters Score -3096674 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -3096876.000000 Penalty: 4857.163086
	Iteration 5Q: 3 clusters Score -3096876 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -3097151.750000 Penalty: 4857.163086
	Iteration 6Q: 3 clusters Score -3097152 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3097485.250000 Penalty: 4857.163086
	Iteration 7Q: 3 clusters Score -3097485 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3097925.500000 Penalty: 4857.163086
	Iteration 8Q: 3 clusters Score -3097926 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -3098481.750000 Penalty: 4857.163086
	Iteration 9F: 3 clusters Score -3098482 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3099226.750000 Penalty: 4857.163086
	Iteration 10F: 3 clusters Score -3099227 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -3100030.250000 Penalty: 4857.163086
	Iteration 11F: 3 clusters Score -3100030 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3100765.500000 Penalty: 4857.163086
	Iteration 12Q: 3 clusters Score -3100766 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -3101324.000000 Penalty: 4857.163086
	Iteration 13Q: 3 clusters Score -3101324 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -3101676.500000 Penalty: 4857.163086
	Iteration 14Q: 3 clusters Score -3101676 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -3101881.250000 Penalty: 4857.163086
	Iteration 15Q: 3 clusters Score -3101881 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -3102005.000000 Penalty: 4857.163086
	Iteration 16Q: 3 clusters Score -3102005 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3102092.250000 Penalty: 4857.163086
	Iteration 17Q: 3 clusters Score -3102092 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -3102155.000000 Penalty: 4857.163086
	Iteration 18Q: 3 clusters Score -3102155 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -3102212.250000 Penalty: 4857.163086
	Iteration 19Q: 3 clusters Score -3102212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -3102241.250000 Penalty: 4857.163086
	Iteration 20F: 3 clusters Score -3102241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -3102261.250000 Penalty: 4857.163086
	Iteration 21Q: 3 clusters Score -3102261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3102276.750000 Penalty: 4857.163086
	Iteration 22Q: 3 clusters Score -3102277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -3102289.250000 Penalty: 4857.163086
	Iteration 23Q: 3 clusters Score -3102289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -3102290.000000 Penalty: 4857.163086
	Iteration 24Q: 3 clusters Score -3102290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -3102293.750000 Penalty: 4857.163086
	Iteration 25Q: 3 clusters Score -3102294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -3102301.750000 Penalty: 4857.163086
	Iteration 26Q: 3 clusters Score -3102302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -3102303.750000 Penalty: 4857.163086
	Iteration 27Q: 3 clusters Score -3102304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -3102303.750000 Penalty: 4857.163086
	Iteration 28F: 3 clusters Score -3102304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -229470.750000 Penalty: 1798.333618
	Iteration 0F: 2 clusters Score -229470.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -227253.281250 Penalty: 3596.667236
	Iteration 0F: 3 clusters Score -227253.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -227601.406250 Penalty: 3596.667236
	Iteration 1F: 3 clusters Score -227601.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -227716.546875 Penalty: 3596.667236
	Iteration 2F: 3 clusters Score -227716.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -227777.687500 Penalty: 3596.667236
	Iteration 3Q: 3 clusters Score -227777.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -227824.953125 Penalty: 3596.667236
	Iteration 4Q: 3 clusters Score -227825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -227861.312500 Penalty: 3596.667236
	Iteration 5Q: 3 clusters Score -227861.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -227886.109375 Penalty: 3596.667236
	Iteration 6Q: 3 clusters Score -227886.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -227899.453125 Penalty: 3596.667236
	Iteration 7Q: 3 clusters Score -227899.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -227916.078125 Penalty: 3596.667236
	Iteration 8Q: 3 clusters Score -227916.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -227941.125000 Penalty: 3596.667236
	Iteration 9Q: 3 clusters Score -227941.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -227981.625000 Penalty: 3596.667236
	Iteration 10Q: 3 clusters Score -227981.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -228013.156250 Penalty: 3596.667236
	Iteration 11Q: 3 clusters Score -228013.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -228025.875000 Penalty: 3596.667236
	Iteration 12Q: 3 clusters Score -228025.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -228036.437500 Penalty: 3596.667236
	Iteration 13Q: 3 clusters Score -228036.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -228041.000000 Penalty: 3596.667236
	Iteration 14Q: 3 clusters Score -228041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -228047.265625 Penalty: 3596.667236
	Iteration 15Q: 3 clusters Score -228047.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -228055.609375 Penalty: 3596.667236
	Iteration 16Q: 3 clusters Score -228055.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -228066.984375 Penalty: 3596.667236
	Iteration 17Q: 3 clusters Score -228067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -228078.828125 Penalty: 3596.667236
	Iteration 18Q: 3 clusters Score -228078.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -228084.156250 Penalty: 3596.667236
	Iteration 19Q: 3 clusters Score -228084.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -228093.000000 Penalty: 3596.667236
	Iteration 20F: 3 clusters Score -228093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -228113.046875 Penalty: 3596.667236
	Iteration 21Q: 3 clusters Score -228113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -228131.031250 Penalty: 3596.667236
	Iteration 22Q: 3 clusters Score -228131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -228148.250000 Penalty: 3596.667236
	Iteration 23Q: 3 clusters Score -228148.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -228162.937500 Penalty: 3596.667236
	Iteration 24Q: 3 clusters Score -228162.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -228170.968750 Penalty: 3596.667236
	Iteration 25Q: 3 clusters Score -228171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -228175.421875 Penalty: 3596.667236
	Iteration 26Q: 3 clusters Score -228175.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -228184.546875 Penalty: 3596.667236
	Iteration 27Q: 3 clusters Score -228184.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -228189.859375 Penalty: 3596.667236
	Iteration 28Q: 3 clusters Score -228189.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -228191.687500 Penalty: 3596.667236
	Iteration 29Q: 3 clusters Score -228191.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -228192.703125 Penalty: 3596.667236
	Iteration 30Q: 3 clusters Score -228192.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -228199.609375 Penalty: 3596.667236
	Iteration 31Q: 3 clusters Score -228199.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -228202.640625 Penalty: 3596.667236
	Iteration 32Q: 3 clusters Score -228202.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -228207.093750 Penalty: 3596.667236
	Iteration 33Q: 3 clusters Score -228207.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -228209.531250 Penalty: 3596.667236
	Iteration 34Q: 3 clusters Score -228209.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -228213.468750 Penalty: 3596.667236
	Iteration 35Q: 3 clusters Score -228213.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -228217.421875 Penalty: 3596.667236
	Iteration 36Q: 3 clusters Score -228217.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -228221.812500 Penalty: 3596.667236
	Iteration 37Q: 3 clusters Score -228221.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -228228.593750 Penalty: 3596.667236
	Iteration 38Q: 3 clusters Score -228228.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -228229.781250 Penalty: 3596.667236
	Iteration 39Q: 3 clusters Score -228229.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -228229.781250 Penalty: 3596.667236
	Iteration 40F: 3 clusters Score -228229.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -107949.382812 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -107949.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -106317.546875 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -106317.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -106609.906250 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -106609.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -106756.406250 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -106756.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -106866.960938 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -106867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -106950.242188 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -106950.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -107006.421875 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -107006.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -107101.804688 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -107101.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -107178.570312 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -107178.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -107235.750000 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -107235.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -107290.234375 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -107290.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -107319.070312 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -107319.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -107349.078125 Penalty: 3260.545166
	Iteration 11Q: 3 clusters Score -107349.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -107371.382812 Penalty: 3260.545166
	Iteration 12Q: 3 clusters Score -107371.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -107401.796875 Penalty: 3260.545166
	Iteration 13Q: 3 clusters Score -107401.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -107420.296875 Penalty: 3260.545166
	Iteration 14Q: 3 clusters Score -107420.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -107431.671875 Penalty: 3260.545166
	Iteration 15Q: 3 clusters Score -107431.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -107444.750000 Penalty: 3260.545166
	Iteration 16Q: 3 clusters Score -107444.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -107457.312500 Penalty: 3260.545166
	Iteration 17Q: 3 clusters Score -107457.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -107470.078125 Penalty: 3260.545166
	Iteration 18Q: 3 clusters Score -107470.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -107483.375000 Penalty: 3260.545166
	Iteration 19Q: 3 clusters Score -107483.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -107514.031250 Penalty: 3260.545166
	Iteration 20F: 3 clusters Score -107514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -107567.421875 Penalty: 3260.545166
	Iteration 21Q: 3 clusters Score -107567.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -107603.031250 Penalty: 3260.545166
	Iteration 22Q: 3 clusters Score -107603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -107623.351562 Penalty: 3260.545166
	Iteration 23Q: 3 clusters Score -107623.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -107665.476562 Penalty: 3260.545166
	Iteration 24Q: 3 clusters Score -107665.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -107681.312500 Penalty: 3260.545166
	Iteration 25Q: 3 clusters Score -107681.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -107683.171875 Penalty: 3260.545166
	Iteration 26Q: 3 clusters Score -107683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -107686.460938 Penalty: 3260.545166
	Iteration 27Q: 3 clusters Score -107686.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -107688.367188 Penalty: 3260.545166
	Iteration 28Q: 3 clusters Score -107688.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -107688.968750 Penalty: 3260.545166
	Iteration 29Q: 3 clusters Score -107689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -107690.578125 Penalty: 3260.545166
	Iteration 30Q: 3 clusters Score -107690.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -107694.601562 Penalty: 3260.545166
	Iteration 31Q: 3 clusters Score -107694.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -107698.445312 Penalty: 3260.545166
	Iteration 32Q: 3 clusters Score -107698.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -107707.039062 Penalty: 3260.545166
	Iteration 33Q: 3 clusters Score -107707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -107724.648438 Penalty: 3260.545166
	Iteration 34Q: 3 clusters Score -107724.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -107734.757812 Penalty: 3260.545166
	Iteration 35Q: 3 clusters Score -107734.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -107742.281250 Penalty: 3260.545166
	Iteration 36Q: 3 clusters Score -107742.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -107748.882812 Penalty: 3260.545166
	Iteration 37Q: 3 clusters Score -107748.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -107754.992188 Penalty: 3260.545166
	Iteration 38Q: 3 clusters Score -107755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -107756.500000 Penalty: 3260.545166
	Iteration 39Q: 3 clusters Score -107756.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -107759.773438 Penalty: 3260.545166
	Iteration 40F: 3 clusters Score -107759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -107760.835938 Penalty: 3260.545166
	Iteration 41Q: 3 clusters Score -107760.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -107760.835938 Penalty: 3260.545166
	Iteration 42F: 3 clusters Score -107760.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -150311.015625 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -150311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -148453.156250 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -148453.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -148720.312500 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -148720.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -148781.703125 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -148781.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -148803.734375 Penalty: 3377.283447
	Iteration 3Q: 3 clusters Score -148803.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -148818.687500 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -148818.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -148821.203125 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -148821.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -148831.390625 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -148831.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -148847.296875 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -148847.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -148860.500000 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -148860.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -148869.359375 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -148869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -148870.968750 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -148871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -148875.343750 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -148875.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -148881.859375 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -148881.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -148882.500000 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -148882.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -148882.500000 Penalty: 3377.283447
	Iteration 14F: 3 clusters Score -148882.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -74733.492188 Penalty: 1545.647095
	Iteration 0F: 2 clusters Score -74733.49 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 264 members 
Entering Unmasked Estep 
Score: -73306.156250 Penalty: 3091.294189
	Iteration 0F: 3 clusters Score -73306.16 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -73500.585938 Penalty: 3091.294189
	Iteration 1F: 3 clusters Score -73500.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -73588.164062 Penalty: 3091.294189
	Iteration 2F: 3 clusters Score -73588.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -73650.234375 Penalty: 3091.294189
	Iteration 3Q: 3 clusters Score -73650.23 nChanged 22
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: -73709.281250 Penalty: 3091.294189
	Iteration 4Q: 3 clusters Score -73709.28 nChanged 21
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: -73780.812500 Penalty: 3091.294189
	Iteration 5Q: 3 clusters Score -73780.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -73841.515625 Penalty: 3091.294189
	Iteration 6Q: 3 clusters Score -73841.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -73994.296875 Penalty: 3091.294189
	Iteration 7Q: 3 clusters Score -73994.3 nChanged 23
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: -74125.218750 Penalty: 3091.294189
	Iteration 8Q: 3 clusters Score -74125.22 nChanged 10
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: -74227.437500 Penalty: 3091.294189
	Iteration 9Q: 3 clusters Score -74227.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -74287.164062 Penalty: 3091.294189
	Iteration 10Q: 3 clusters Score -74287.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -74297.078125 Penalty: 3091.294189
	Iteration 11Q: 3 clusters Score -74297.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -74303.132812 Penalty: 3091.294189
	Iteration 12Q: 3 clusters Score -74303.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -74307.351562 Penalty: 3091.294189
	Iteration 13F: 3 clusters Score -74307.35 nChanged 2
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: -74330.695312 Penalty: 3091.294189
	Iteration 14Q: 3 clusters Score -74330.7 nChanged 2
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: -74338.398438 Penalty: 3091.294189
	Iteration 15Q: 3 clusters Score -74338.4 nChanged 0
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: -74338.398438 Penalty: 3091.294189
	Iteration 16F: 3 clusters Score -74338.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Entering Unmasked Estep 
Score: -1251223.000000 Penalty: 2211.260254
	Iteration 0F: 2 clusters Score -1251223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1245176.875000 Penalty: 4422.520508
	Iteration 0F: 3 clusters Score -1245177 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1246956.375000 Penalty: 4422.520508
	Iteration 1F: 3 clusters Score -1246956 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1247376.875000 Penalty: 4422.520508
	Iteration 2F: 3 clusters Score -1247377 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1247725.750000 Penalty: 4422.520508
	Iteration 3F: 3 clusters Score -1247726 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1248077.625000 Penalty: 4422.520508
	Iteration 4F: 3 clusters Score -1248078 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1248466.250000 Penalty: 4422.520508
	Iteration 5F: 3 clusters Score -1248466 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1248783.500000 Penalty: 4422.520508
	Iteration 6F: 3 clusters Score -1248784 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1249016.875000 Penalty: 4422.520508
	Iteration 7Q: 3 clusters Score -1249017 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1249163.625000 Penalty: 4422.520508
	Iteration 8Q: 3 clusters Score -1249164 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1249265.750000 Penalty: 4422.520508
	Iteration 9Q: 3 clusters Score -1249266 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1249331.250000 Penalty: 4422.520508
	Iteration 10Q: 3 clusters Score -1249331 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1249380.500000 Penalty: 4422.520508
	Iteration 11Q: 3 clusters Score -1249380 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1249415.125000 Penalty: 4422.520508
	Iteration 12Q: 3 clusters Score -1249415 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1249446.375000 Penalty: 4422.520508
	Iteration 13Q: 3 clusters Score -1249446 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1249473.375000 Penalty: 4422.520508
	Iteration 14Q: 3 clusters Score -1249473 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1249502.375000 Penalty: 4422.520508
	Iteration 15Q: 3 clusters Score -1249502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1249522.000000 Penalty: 4422.520508
	Iteration 16Q: 3 clusters Score -1249522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1249531.750000 Penalty: 4422.520508
	Iteration 17Q: 3 clusters Score -1249532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1249544.625000 Penalty: 4422.520508
	Iteration 18Q: 3 clusters Score -1249545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1249557.375000 Penalty: 4422.520508
	Iteration 19Q: 3 clusters Score -1249557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1249569.000000 Penalty: 4422.520508
	Iteration 20F: 3 clusters Score -1249569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1249578.250000 Penalty: 4422.520508
	Iteration 21Q: 3 clusters Score -1249578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1249586.375000 Penalty: 4422.520508
	Iteration 22Q: 3 clusters Score -1249586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1249595.875000 Penalty: 4422.520508
	Iteration 23Q: 3 clusters Score -1249596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1249594.125000 Penalty: 4422.520508
	Iteration 24Q: 3 clusters Score -1249594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1249596.875000 Penalty: 4422.520508
	Iteration 25Q: 3 clusters Score -1249597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1249597.000000 Penalty: 4422.520508
	Iteration 26Q: 3 clusters Score -1249597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1249597.375000 Penalty: 4422.520508
	Iteration 27Q: 3 clusters Score -1249597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1249599.375000 Penalty: 4422.520508
	Iteration 28Q: 3 clusters Score -1249599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1249600.125000 Penalty: 4422.520508
	Iteration 29Q: 3 clusters Score -1249600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1249601.125000 Penalty: 4422.520508
	Iteration 30Q: 3 clusters Score -1249601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1249601.000000 Penalty: 4422.520508
	Iteration 31Q: 3 clusters Score -1249601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1249603.625000 Penalty: 4422.520508
	Iteration 32Q: 3 clusters Score -1249604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1249604.000000 Penalty: 4422.520508
	Iteration 33Q: 3 clusters Score -1249604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1249604.000000 Penalty: 4422.520508
	Iteration 34Q: 3 clusters Score -1249604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1249606.250000 Penalty: 4422.520508
	Iteration 35Q: 3 clusters Score -1249606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1249608.750000 Penalty: 4422.520508
	Iteration 36Q: 3 clusters Score -1249609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1249611.125000 Penalty: 4422.520508
	Iteration 37Q: 3 clusters Score -1249611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1249613.125000 Penalty: 4422.520508
	Iteration 38Q: 3 clusters Score -1249613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1249614.750000 Penalty: 4422.520508
	Iteration 39Q: 3 clusters Score -1249615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1249614.625000 Penalty: 4422.520508
	Iteration 40F: 3 clusters Score -1249615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1249620.375000 Penalty: 4422.520508
	Iteration 41Q: 3 clusters Score -1249620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1249624.625000 Penalty: 4422.520508
	Iteration 42Q: 3 clusters Score -1249625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1249624.625000 Penalty: 4422.520508
	Iteration 43Q: 3 clusters Score -1249625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1249626.625000 Penalty: 4422.520508
	Iteration 44Q: 3 clusters Score -1249627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1249625.250000 Penalty: 4422.520508
	Iteration 45Q: 3 clusters Score -1249625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1249631.875000 Penalty: 4422.520508
	Iteration 46Q: 3 clusters Score -1249632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1249628.250000 Penalty: 4422.520508
	Iteration 47Q: 3 clusters Score -1249628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1249630.125000 Penalty: 4422.520508
	Iteration 48Q: 3 clusters Score -1249630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1249633.125000 Penalty: 4422.520508
	Iteration 49Q: 3 clusters Score -1249633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1249633.000000 Penalty: 4422.520508
	Iteration 50Q: 3 clusters Score -1249633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1249633.875000 Penalty: 4422.520508
	Iteration 51Q: 3 clusters Score -1249634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1249635.125000 Penalty: 4422.520508
	Iteration 52Q: 3 clusters Score -1249635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1249636.625000 Penalty: 4422.520508
	Iteration 53Q: 3 clusters Score -1249637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1249635.000000 Penalty: 4422.520508
	Iteration 54Q: 3 clusters Score -1249635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1249637.125000 Penalty: 4422.520508
	Iteration 55Q: 3 clusters Score -1249637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1249641.625000 Penalty: 4422.520508
	Iteration 56Q: 3 clusters Score -1249642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1249641.875000 Penalty: 4422.520508
	Iteration 57Q: 3 clusters Score -1249642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1249640.750000 Penalty: 4422.520508
	Iteration 58Q: 3 clusters Score -1249641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1249640.250000 Penalty: 4422.520508
	Iteration 59Q: 3 clusters Score -1249640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1249640.250000 Penalty: 4422.520508
	Iteration 60F: 3 clusters Score -1249640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (16813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Entering Unmasked Estep 
Score: -2855389.500000 Penalty: 2413.017090
	Iteration 0F: 2 clusters Score -2855390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2843424.500000 Penalty: 4826.034180
	Iteration 0F: 3 clusters Score -2843424 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2847289.750000 Penalty: 4826.034180
	Iteration 1F: 3 clusters Score -2847290 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2847702.250000 Penalty: 4826.034180
	Iteration 2F: 3 clusters Score -2847702 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2848034.250000 Penalty: 4826.034180
	Iteration 3Q: 3 clusters Score -2848034 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2848358.250000 Penalty: 4826.034180
	Iteration 4Q: 3 clusters Score -2848358 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2848734.500000 Penalty: 4826.034180
	Iteration 5Q: 3 clusters Score -2848734 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2849190.500000 Penalty: 4826.034180
	Iteration 6Q: 3 clusters Score -2849190 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2849642.000000 Penalty: 4826.034180
	Iteration 7Q: 3 clusters Score -2849642 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2850161.000000 Penalty: 4826.034180
	Iteration 8Q: 3 clusters Score -2850161 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2850731.000000 Penalty: 4826.034180
	Iteration 9Q: 3 clusters Score -2850731 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2851323.000000 Penalty: 4826.034180
	Iteration 10Q: 3 clusters Score -2851323 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2851896.000000 Penalty: 4826.034180
	Iteration 11Q: 3 clusters Score -2851896 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2852413.500000 Penalty: 4826.034180
	Iteration 12Q: 3 clusters Score -2852414 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2852818.500000 Penalty: 4826.034180
	Iteration 13Q: 3 clusters Score -2852818 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2853070.000000 Penalty: 4826.034180
	Iteration 14Q: 3 clusters Score -2853070 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2853249.250000 Penalty: 4826.034180
	Iteration 15Q: 3 clusters Score -2853249 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2853412.750000 Penalty: 4826.034180
	Iteration 16Q: 3 clusters Score -2853413 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2853547.750000 Penalty: 4826.034180
	Iteration 17Q: 3 clusters Score -2853548 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2853640.250000 Penalty: 4826.034180
	Iteration 18Q: 3 clusters Score -2853640 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2853734.000000 Penalty: 4826.034180
	Iteration 19Q: 3 clusters Score -2853734 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2853807.000000 Penalty: 4826.034180
	Iteration 20F: 3 clusters Score -2853807 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2853856.500000 Penalty: 4826.034180
	Iteration 21Q: 3 clusters Score -2853856 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2853885.000000 Penalty: 4826.034180
	Iteration 22Q: 3 clusters Score -2853885 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2853928.750000 Penalty: 4826.034180
	Iteration 23Q: 3 clusters Score -2853929 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2853961.750000 Penalty: 4826.034180
	Iteration 24Q: 3 clusters Score -2853962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2853991.500000 Penalty: 4826.034180
	Iteration 25Q: 3 clusters Score -2853992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2854000.500000 Penalty: 4826.034180
	Iteration 26Q: 3 clusters Score -2854000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2854008.250000 Penalty: 4826.034180
	Iteration 27Q: 3 clusters Score -2854008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2854017.500000 Penalty: 4826.034180
	Iteration 28Q: 3 clusters Score -2854018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2854022.500000 Penalty: 4826.034180
	Iteration 29Q: 3 clusters Score -2854022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2854021.000000 Penalty: 4826.034180
	Iteration 30Q: 3 clusters Score -2854021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2854031.250000 Penalty: 4826.034180
	Iteration 31Q: 3 clusters Score -2854031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2854042.500000 Penalty: 4826.034180
	Iteration 32Q: 3 clusters Score -2854042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2854051.750000 Penalty: 4826.034180
	Iteration 33Q: 3 clusters Score -2854052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2854054.000000 Penalty: 4826.034180
	Iteration 34Q: 3 clusters Score -2854054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2854058.250000 Penalty: 4826.034180
	Iteration 35Q: 3 clusters Score -2854058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2854065.000000 Penalty: 4826.034180
	Iteration 36Q: 3 clusters Score -2854065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2854067.000000 Penalty: 4826.034180
	Iteration 37Q: 3 clusters Score -2854067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2854066.750000 Penalty: 4826.034180
	Iteration 38Q: 3 clusters Score -2854067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2854080.250000 Penalty: 4826.034180
	Iteration 39Q: 3 clusters Score -2854080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2854082.500000 Penalty: 4826.034180
	Iteration 40F: 3 clusters Score -2854082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2854087.750000 Penalty: 4826.034180
	Iteration 41Q: 3 clusters Score -2854088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2854089.000000 Penalty: 4826.034180
	Iteration 42Q: 3 clusters Score -2854089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2854088.250000 Penalty: 4826.034180
	Iteration 43Q: 3 clusters Score -2854088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2854087.000000 Penalty: 4826.034180
	Iteration 44Q: 3 clusters Score -2854087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2854090.000000 Penalty: 4826.034180
	Iteration 45Q: 3 clusters Score -2854090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2854089.500000 Penalty: 4826.034180
	Iteration 46Q: 3 clusters Score -2854090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2854090.250000 Penalty: 4826.034180
	Iteration 47Q: 3 clusters Score -2854090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2854092.750000 Penalty: 4826.034180
	Iteration 48Q: 3 clusters Score -2854093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2854098.000000 Penalty: 4826.034180
	Iteration 49Q: 3 clusters Score -2854098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2854099.000000 Penalty: 4826.034180
	Iteration 50Q: 3 clusters Score -2854099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2854099.000000 Penalty: 4826.034180
	Iteration 51F: 3 clusters Score -2854099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Entering Unmasked Estep 
Score: -1037144.937500 Penalty: 2152.385010
	Iteration 0F: 2 clusters Score -1037145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1032025.312500 Penalty: 4304.770020
	Iteration 0F: 3 clusters Score -1032025 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1033265.500000 Penalty: 4304.770020
	Iteration 1F: 3 clusters Score -1033266 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1033484.000000 Penalty: 4304.770020
	Iteration 2F: 3 clusters Score -1033484 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1033618.562500 Penalty: 4304.770020
	Iteration 3Q: 3 clusters Score -1033619 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1033712.812500 Penalty: 4304.770020
	Iteration 4Q: 3 clusters Score -1033713 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1033786.812500 Penalty: 4304.770020
	Iteration 5Q: 3 clusters Score -1033787 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1033853.562500 Penalty: 4304.770020
	Iteration 6Q: 3 clusters Score -1033854 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1033899.562500 Penalty: 4304.770020
	Iteration 7Q: 3 clusters Score -1033900 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1033948.750000 Penalty: 4304.770020
	Iteration 8Q: 3 clusters Score -1033949 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1033995.187500 Penalty: 4304.770020
	Iteration 9Q: 3 clusters Score -1033995 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1034040.187500 Penalty: 4304.770020
	Iteration 10Q: 3 clusters Score -1034040 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1034092.500000 Penalty: 4304.770020
	Iteration 11Q: 3 clusters Score -1034092 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1034140.187500 Penalty: 4304.770020
	Iteration 12Q: 3 clusters Score -1034140 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1034181.000000 Penalty: 4304.770020
	Iteration 13Q: 3 clusters Score -1034181 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1034231.062500 Penalty: 4304.770020
	Iteration 14Q: 3 clusters Score -1034231 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1034279.062500 Penalty: 4304.770020
	Iteration 15Q: 3 clusters Score -1034279 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1034331.187500 Penalty: 4304.770020
	Iteration 16Q: 3 clusters Score -1034331 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1034385.312500 Penalty: 4304.770020
	Iteration 17Q: 3 clusters Score -1034385 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1034444.375000 Penalty: 4304.770020
	Iteration 18Q: 3 clusters Score -1034444 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1034505.000000 Penalty: 4304.770020
	Iteration 19Q: 3 clusters Score -1034505 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1034553.625000 Penalty: 4304.770020
	Iteration 20F: 3 clusters Score -1034554 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1034609.312500 Penalty: 4304.770020
	Iteration 21Q: 3 clusters Score -1034609 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1034655.437500 Penalty: 4304.770020
	Iteration 22Q: 3 clusters Score -1034655 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1034712.937500 Penalty: 4304.770020
	Iteration 23Q: 3 clusters Score -1034713 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1034775.250000 Penalty: 4304.770020
	Iteration 24Q: 3 clusters Score -1034775 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1034823.500000 Penalty: 4304.770020
	Iteration 25Q: 3 clusters Score -1034824 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1034870.750000 Penalty: 4304.770020
	Iteration 26Q: 3 clusters Score -1034871 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1034906.812500 Penalty: 4304.770020
	Iteration 27Q: 3 clusters Score -1034907 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1034943.875000 Penalty: 4304.770020
	Iteration 28Q: 3 clusters Score -1034944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1034975.500000 Penalty: 4304.770020
	Iteration 29Q: 3 clusters Score -1034976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1035001.875000 Penalty: 4304.770020
	Iteration 30Q: 3 clusters Score -1035002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1035024.687500 Penalty: 4304.770020
	Iteration 31Q: 3 clusters Score -1035025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1035040.625000 Penalty: 4304.770020
	Iteration 32Q: 3 clusters Score -1035041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1035065.875000 Penalty: 4304.770020
	Iteration 33Q: 3 clusters Score -1035066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1035080.875000 Penalty: 4304.770020
	Iteration 34Q: 3 clusters Score -1035081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1035099.937500 Penalty: 4304.770020
	Iteration 35Q: 3 clusters Score -1035100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1035110.937500 Penalty: 4304.770020
	Iteration 36Q: 3 clusters Score -1035111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1035114.875000 Penalty: 4304.770020
	Iteration 37Q: 3 clusters Score -1035115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1035123.125000 Penalty: 4304.770020
	Iteration 38Q: 3 clusters Score -1035123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1035128.937500 Penalty: 4304.770020
	Iteration 39Q: 3 clusters Score -1035129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1035138.562500 Penalty: 4304.770020
	Iteration 40F: 3 clusters Score -1035139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1035147.625000 Penalty: 4304.770020
	Iteration 41Q: 3 clusters Score -1035148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1035156.437500 Penalty: 4304.770020
	Iteration 42Q: 3 clusters Score -1035156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1035163.750000 Penalty: 4304.770020
	Iteration 43Q: 3 clusters Score -1035164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1035167.687500 Penalty: 4304.770020
	Iteration 44Q: 3 clusters Score -1035168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1035169.937500 Penalty: 4304.770020
	Iteration 45Q: 3 clusters Score -1035170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1035175.250000 Penalty: 4304.770020
	Iteration 46Q: 3 clusters Score -1035175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1035176.937500 Penalty: 4304.770020
	Iteration 47Q: 3 clusters Score -1035177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1035177.750000 Penalty: 4304.770020
	Iteration 48Q: 3 clusters Score -1035178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1035183.000000 Penalty: 4304.770020
	Iteration 49Q: 3 clusters Score -1035183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1035190.187500 Penalty: 4304.770020
	Iteration 50Q: 3 clusters Score -1035190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1035202.625000 Penalty: 4304.770020
	Iteration 51Q: 3 clusters Score -1035203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1035205.062500 Penalty: 4304.770020
	Iteration 52Q: 3 clusters Score -1035205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1035205.437500 Penalty: 4304.770020
	Iteration 53Q: 3 clusters Score -1035205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1035207.437500 Penalty: 4304.770020
	Iteration 54Q: 3 clusters Score -1035207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1035208.500000 Penalty: 4304.770020
	Iteration 55Q: 3 clusters Score -1035208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1035208.687500 Penalty: 4304.770020
	Iteration 56Q: 3 clusters Score -1035209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1035208.687500 Penalty: 4304.770020
	Iteration 57F: 3 clusters Score -1035209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Entering Unmasked Estep 
Score: -251804.609375 Penalty: 1816.636963
	Iteration 0F: 2 clusters Score -251804.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -249502.109375 Penalty: 3633.273926
	Iteration 0F: 3 clusters Score -249502.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -249896.562500 Penalty: 3633.273926
	Iteration 1F: 3 clusters Score -249896.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -250012.468750 Penalty: 3633.273926
	Iteration 2F: 3 clusters Score -250012.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -250064.937500 Penalty: 3633.273926
	Iteration 3Q: 3 clusters Score -250064.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -250106.140625 Penalty: 3633.273926
	Iteration 4Q: 3 clusters Score -250106.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -250133.109375 Penalty: 3633.273926
	Iteration 5Q: 3 clusters Score -250133.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -250172.218750 Penalty: 3633.273926
	Iteration 6Q: 3 clusters Score -250172.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -250219.718750 Penalty: 3633.273926
	Iteration 7Q: 3 clusters Score -250219.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -250254.234375 Penalty: 3633.273926
	Iteration 8Q: 3 clusters Score -250254.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -250305.156250 Penalty: 3633.273926
	Iteration 9Q: 3 clusters Score -250305.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -250358.015625 Penalty: 3633.273926
	Iteration 10Q: 3 clusters Score -250358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -250426.796875 Penalty: 3633.273926
	Iteration 11Q: 3 clusters Score -250426.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -250482.078125 Penalty: 3633.273926
	Iteration 12Q: 3 clusters Score -250482.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -250518.640625 Penalty: 3633.273926
	Iteration 13Q: 3 clusters Score -250518.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -250534.203125 Penalty: 3633.273926
	Iteration 14Q: 3 clusters Score -250534.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -250542.812500 Penalty: 3633.273926
	Iteration 15Q: 3 clusters Score -250542.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -250556.812500 Penalty: 3633.273926
	Iteration 16Q: 3 clusters Score -250556.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -250567.000000 Penalty: 3633.273926
	Iteration 17Q: 3 clusters Score -250567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -250575.218750 Penalty: 3633.273926
	Iteration 18Q: 3 clusters Score -250575.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -250579.921875 Penalty: 3633.273926
	Iteration 19Q: 3 clusters Score -250579.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -250585.171875 Penalty: 3633.273926
	Iteration 20F: 3 clusters Score -250585.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -250586.281250 Penalty: 3633.273926
	Iteration 21Q: 3 clusters Score -250586.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -250588.578125 Penalty: 3633.273926
	Iteration 22Q: 3 clusters Score -250588.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -250593.328125 Penalty: 3633.273926
	Iteration 23Q: 3 clusters Score -250593.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -250600.453125 Penalty: 3633.273926
	Iteration 24Q: 3 clusters Score -250600.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -250606.296875 Penalty: 3633.273926
	Iteration 25Q: 3 clusters Score -250606.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -250611.500000 Penalty: 3633.273926
	Iteration 26Q: 3 clusters Score -250611.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -250617.031250 Penalty: 3633.273926
	Iteration 27Q: 3 clusters Score -250617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -250627.359375 Penalty: 3633.273926
	Iteration 28Q: 3 clusters Score -250627.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -250634.750000 Penalty: 3633.273926
	Iteration 29Q: 3 clusters Score -250634.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -250639.484375 Penalty: 3633.273926
	Iteration 30Q: 3 clusters Score -250639.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -250647.109375 Penalty: 3633.273926
	Iteration 31Q: 3 clusters Score -250647.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -250649.734375 Penalty: 3633.273926
	Iteration 32Q: 3 clusters Score -250649.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -250650.093750 Penalty: 3633.273926
	Iteration 33Q: 3 clusters Score -250650.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -250650.093750 Penalty: 3633.273926
	Iteration 34F: 3 clusters Score -250650.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 34793 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60950 members 
Mstep: Class 5 contains 33505 members 
Mstep: Class 6 contains 5993 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31243 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6495 members 
Mstep: Class 12 contains 33457 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62006 members 
Mstep: Class 18 contains 4927 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75185 members 
Mstep: Class 21 contains 17632 members 
Mstep: Class 22 contains 20086 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3520 members 
Mstep: Class 26 contains 6464 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12334 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11598 members 
Mstep: Class 32 contains 12674 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 52940 members 
Mstep: Class 35 contains 11751 members 
Mstep: Class 36 contains 4404 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52608 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17902 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7453 members 
Mstep: Class 47 contains 16813 members 
Mstep: Class 48 contains 5878 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056160.000000 Penalty: 163572.531250
Iteration 439Q: 50 clusters Score -1.150562e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 34800 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60955 members 
Mstep: Class 5 contains 33507 members 
Mstep: Class 6 contains 5993 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31245 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6494 members 
Mstep: Class 12 contains 33461 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62009 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75179 members 
Mstep: Class 21 contains 17635 members 
Mstep: Class 22 contains 20085 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3520 members 
Mstep: Class 26 contains 6465 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12332 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11598 members 
Mstep: Class 32 contains 12675 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 52939 members 
Mstep: Class 35 contains 11751 members 
Mstep: Class 36 contains 4405 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52608 members 
Mstep: Class 40 contains 2011 members 
Mstep: Class 41 contains 17902 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7454 members 
Mstep: Class 47 contains 16813 members 
Mstep: Class 48 contains 5878 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056248.000000 Penalty: 163572.531250
Iteration 440F: 50 clusters Score -1.150562e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 34801 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60960 members 
Mstep: Class 5 contains 33507 members 
Mstep: Class 6 contains 5993 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31245 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6493 members 
Mstep: Class 12 contains 33463 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62012 members 
Mstep: Class 18 contains 4933 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75179 members 
Mstep: Class 21 contains 17638 members 
Mstep: Class 22 contains 20082 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6465 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 12333 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11599 members 
Mstep: Class 32 contains 12689 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 52941 members 
Mstep: Class 35 contains 11751 members 
Mstep: Class 36 contains 4404 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 17902 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7454 members 
Mstep: Class 47 contains 16811 members 
Mstep: Class 48 contains 5879 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056352.000000 Penalty: 163572.531250
Iteration 441Q: 50 clusters Score -1.150564e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 34803 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60963 members 
Mstep: Class 5 contains 33507 members 
Mstep: Class 6 contains 5993 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31245 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6492 members 
Mstep: Class 12 contains 33465 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62013 members 
Mstep: Class 18 contains 4934 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75176 members 
Mstep: Class 21 contains 17638 members 
Mstep: Class 22 contains 20086 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3520 members 
Mstep: Class 26 contains 6464 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 12329 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11599 members 
Mstep: Class 32 contains 12703 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 52944 members 
Mstep: Class 35 contains 11750 members 
Mstep: Class 36 contains 4404 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52612 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 17903 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7454 members 
Mstep: Class 47 contains 16811 members 
Mstep: Class 48 contains 5880 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056208.000000 Penalty: 163572.531250
Iteration 442Q: 50 clusters Score -1.150562e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 34802 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60968 members 
Mstep: Class 5 contains 33507 members 
Mstep: Class 6 contains 5996 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31244 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6491 members 
Mstep: Class 12 contains 33466 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10337 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62010 members 
Mstep: Class 18 contains 4936 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75173 members 
Mstep: Class 21 contains 17639 members 
Mstep: Class 22 contains 20090 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3520 members 
Mstep: Class 26 contains 6465 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 12327 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11599 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 5554 members 
Mstep: Class 34 contains 52948 members 
Mstep: Class 35 contains 11750 members 
Mstep: Class 36 contains 4406 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52611 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 17906 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7454 members 
Mstep: Class 47 contains 16809 members 
Mstep: Class 48 contains 5881 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056336.000000 Penalty: 163572.531250
Iteration 443Q: 50 clusters Score -1.150563e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 34805 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60976 members 
Mstep: Class 5 contains 33505 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31244 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6491 members 
Mstep: Class 12 contains 33469 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10337 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 62000 members 
Mstep: Class 18 contains 4936 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75173 members 
Mstep: Class 21 contains 17641 members 
Mstep: Class 22 contains 20089 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3520 members 
Mstep: Class 26 contains 6465 members 
Mstep: Class 27 contains 7249 members 
Mstep: Class 28 contains 12324 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11601 members 
Mstep: Class 32 contains 12712 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 52952 members 
Mstep: Class 35 contains 11751 members 
Mstep: Class 36 contains 4405 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52608 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 17912 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7454 members 
Mstep: Class 47 contains 16809 members 
Mstep: Class 48 contains 5881 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056064.000000 Penalty: 163572.531250
Iteration 444Q: 50 clusters Score -1.150561e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 34813 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60996 members 
Mstep: Class 5 contains 33502 members 
Mstep: Class 6 contains 5999 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31246 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6491 members 
Mstep: Class 12 contains 33470 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10337 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61984 members 
Mstep: Class 18 contains 4936 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75172 members 
Mstep: Class 21 contains 17640 members 
Mstep: Class 22 contains 20086 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3520 members 
Mstep: Class 26 contains 6465 members 
Mstep: Class 27 contains 7251 members 
Mstep: Class 28 contains 12323 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11600 members 
Mstep: Class 32 contains 12720 members 
Mstep: Class 33 contains 5559 members 
Mstep: Class 34 contains 52953 members 
Mstep: Class 35 contains 11751 members 
Mstep: Class 36 contains 4404 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52604 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 17918 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7454 members 
Mstep: Class 47 contains 16808 members 
Mstep: Class 48 contains 5881 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056224.000000 Penalty: 163572.531250
Iteration 445Q: 50 clusters Score -1.150562e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 34814 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61013 members 
Mstep: Class 5 contains 33497 members 
Mstep: Class 6 contains 6003 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31245 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6491 members 
Mstep: Class 12 contains 33473 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10338 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61965 members 
Mstep: Class 18 contains 4936 members 
Mstep: Class 19 contains 13718 members 
Mstep: Class 20 contains 75168 members 
Mstep: Class 21 contains 17641 members 
Mstep: Class 22 contains 20080 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3520 members 
Mstep: Class 26 contains 6464 members 
Mstep: Class 27 contains 7252 members 
Mstep: Class 28 contains 12321 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11598 members 
Mstep: Class 32 contains 12736 members 
Mstep: Class 33 contains 5560 members 
Mstep: Class 34 contains 52960 members 
Mstep: Class 35 contains 11753 members 
Mstep: Class 36 contains 4404 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52602 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 17924 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7454 members 
Mstep: Class 47 contains 16810 members 
Mstep: Class 48 contains 5881 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056296.000000 Penalty: 163572.531250
Iteration 446Q: 50 clusters Score -1.150563e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 34822 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61031 members 
Mstep: Class 5 contains 33495 members 
Mstep: Class 6 contains 6003 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31247 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6490 members 
Mstep: Class 12 contains 33475 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10339 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61953 members 
Mstep: Class 18 contains 4936 members 
Mstep: Class 19 contains 13718 members 
Mstep: Class 20 contains 75163 members 
Mstep: Class 21 contains 17645 members 
Mstep: Class 22 contains 20078 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3520 members 
Mstep: Class 26 contains 6465 members 
Mstep: Class 27 contains 7253 members 
Mstep: Class 28 contains 12321 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11595 members 
Mstep: Class 32 contains 12749 members 
Mstep: Class 33 contains 5561 members 
Mstep: Class 34 contains 52959 members 
Mstep: Class 35 contains 11753 members 
Mstep: Class 36 contains 4404 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52601 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 17929 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16811 members 
Mstep: Class 48 contains 5881 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056216.000000 Penalty: 163572.531250
Iteration 447Q: 50 clusters Score -1.150562e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 34824 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61045 members 
Mstep: Class 5 contains 33492 members 
Mstep: Class 6 contains 6004 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31247 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6488 members 
Mstep: Class 12 contains 33482 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10339 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61953 members 
Mstep: Class 18 contains 4935 members 
Mstep: Class 19 contains 13718 members 
Mstep: Class 20 contains 75160 members 
Mstep: Class 21 contains 17647 members 
Mstep: Class 22 contains 20072 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3520 members 
Mstep: Class 26 contains 6465 members 
Mstep: Class 27 contains 7254 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11592 members 
Mstep: Class 32 contains 12771 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 52955 members 
Mstep: Class 35 contains 11755 members 
Mstep: Class 36 contains 4404 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52602 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 17935 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16812 members 
Mstep: Class 48 contains 5881 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056224.000000 Penalty: 163572.531250
Iteration 448Q: 50 clusters Score -1.150562e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 34829 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61052 members 
Mstep: Class 5 contains 33492 members 
Mstep: Class 6 contains 6009 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31248 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6488 members 
Mstep: Class 12 contains 33483 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10339 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61945 members 
Mstep: Class 18 contains 4937 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75157 members 
Mstep: Class 21 contains 17646 members 
Mstep: Class 22 contains 20066 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3520 members 
Mstep: Class 26 contains 6465 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12317 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11590 members 
Mstep: Class 32 contains 12784 members 
Mstep: Class 33 contains 5571 members 
Mstep: Class 34 contains 52953 members 
Mstep: Class 35 contains 11754 members 
Mstep: Class 36 contains 4404 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52600 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 17945 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16811 members 
Mstep: Class 48 contains 5882 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056264.000000 Penalty: 163572.531250
Iteration 449Q: 50 clusters Score -1.150563e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 34832 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61066 members 
Mstep: Class 5 contains 33488 members 
Mstep: Class 6 contains 6012 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1882 members 
Mstep: Class 9 contains 31248 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6486 members 
Mstep: Class 12 contains 33485 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10339 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61928 members 
Mstep: Class 18 contains 4936 members 
Mstep: Class 19 contains 13716 members 
Mstep: Class 20 contains 75157 members 
Mstep: Class 21 contains 17648 members 
Mstep: Class 22 contains 20064 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3520 members 
Mstep: Class 26 contains 6466 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12316 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11588 members 
Mstep: Class 32 contains 12799 members 
Mstep: Class 33 contains 5579 members 
Mstep: Class 34 contains 52954 members 
Mstep: Class 35 contains 11756 members 
Mstep: Class 36 contains 4403 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52596 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 17952 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 717 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7456 members 
Mstep: Class 47 contains 16811 members 
Mstep: Class 48 contains 5883 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056280.000000 Penalty: 163572.531250
Iteration 450Q: 50 clusters Score -1.150563e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 34831 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61074 members 
Mstep: Class 5 contains 33486 members 
Mstep: Class 6 contains 6012 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1882 members 
Mstep: Class 9 contains 31249 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6484 members 
Mstep: Class 12 contains 33492 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10338 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61926 members 
Mstep: Class 18 contains 4935 members 
Mstep: Class 19 contains 13716 members 
Mstep: Class 20 contains 75157 members 
Mstep: Class 21 contains 17650 members 
Mstep: Class 22 contains 20058 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3520 members 
Mstep: Class 26 contains 6467 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12317 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11588 members 
Mstep: Class 32 contains 12809 members 
Mstep: Class 33 contains 5586 members 
Mstep: Class 34 contains 52951 members 
Mstep: Class 35 contains 11757 members 
Mstep: Class 36 contains 4403 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52597 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 17961 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 718 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7457 members 
Mstep: Class 47 contains 16812 members 
Mstep: Class 48 contains 5883 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056192.000000 Penalty: 163572.531250
Iteration 451Q: 50 clusters Score -1.150562e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 34841 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61085 members 
Mstep: Class 5 contains 33483 members 
Mstep: Class 6 contains 6012 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1882 members 
Mstep: Class 9 contains 31252 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6483 members 
Mstep: Class 12 contains 33498 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10338 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61916 members 
Mstep: Class 18 contains 4934 members 
Mstep: Class 19 contains 13715 members 
Mstep: Class 20 contains 75160 members 
Mstep: Class 21 contains 17654 members 
Mstep: Class 22 contains 20053 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3518 members 
Mstep: Class 26 contains 6469 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12318 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11589 members 
Mstep: Class 32 contains 12817 members 
Mstep: Class 33 contains 5594 members 
Mstep: Class 34 contains 52945 members 
Mstep: Class 35 contains 11758 members 
Mstep: Class 36 contains 4405 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52593 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 17971 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 718 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7457 members 
Mstep: Class 47 contains 16809 members 
Mstep: Class 48 contains 5883 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056216.000000 Penalty: 163572.531250
Iteration 452Q: 50 clusters Score -1.150562e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 34838 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61093 members 
Mstep: Class 5 contains 33480 members 
Mstep: Class 6 contains 6013 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1882 members 
Mstep: Class 9 contains 31251 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6483 members 
Mstep: Class 12 contains 33503 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10338 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61909 members 
Mstep: Class 18 contains 4934 members 
Mstep: Class 19 contains 13716 members 
Mstep: Class 20 contains 75160 members 
Mstep: Class 21 contains 17656 members 
Mstep: Class 22 contains 20050 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3515 members 
Mstep: Class 26 contains 6469 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12317 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11588 members 
Mstep: Class 32 contains 12831 members 
Mstep: Class 33 contains 5599 members 
Mstep: Class 34 contains 52941 members 
Mstep: Class 35 contains 11760 members 
Mstep: Class 36 contains 4407 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52592 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 17981 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 718 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7457 members 
Mstep: Class 47 contains 16806 members 
Mstep: Class 48 contains 5884 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056240.000000 Penalty: 163572.531250
Iteration 453Q: 50 clusters Score -1.150562e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 34847 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61094 members 
Mstep: Class 5 contains 33473 members 
Mstep: Class 6 contains 6013 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1882 members 
Mstep: Class 9 contains 31250 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6483 members 
Mstep: Class 12 contains 33506 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10338 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61915 members 
Mstep: Class 18 contains 4933 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 75162 members 
Mstep: Class 21 contains 17655 members 
Mstep: Class 22 contains 20048 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3514 members 
Mstep: Class 26 contains 6469 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12317 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11586 members 
Mstep: Class 32 contains 12841 members 
Mstep: Class 33 contains 5600 members 
Mstep: Class 34 contains 52940 members 
Mstep: Class 35 contains 11762 members 
Mstep: Class 36 contains 4407 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52590 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 17988 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 718 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7457 members 
Mstep: Class 47 contains 16805 members 
Mstep: Class 48 contains 5884 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056264.000000 Penalty: 163572.531250
Iteration 454Q: 50 clusters Score -1.150563e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 34856 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61105 members 
Mstep: Class 5 contains 33463 members 
Mstep: Class 6 contains 6011 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1882 members 
Mstep: Class 9 contains 31250 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6483 members 
Mstep: Class 12 contains 33511 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10339 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61912 members 
Mstep: Class 18 contains 4933 members 
Mstep: Class 19 contains 13718 members 
Mstep: Class 20 contains 75162 members 
Mstep: Class 21 contains 17652 members 
Mstep: Class 22 contains 20042 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3514 members 
Mstep: Class 26 contains 6470 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12318 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11584 members 
Mstep: Class 32 contains 12849 members 
Mstep: Class 33 contains 5604 members 
Mstep: Class 34 contains 52940 members 
Mstep: Class 35 contains 11765 members 
Mstep: Class 36 contains 4410 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52590 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 17996 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 718 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7456 members 
Mstep: Class 47 contains 16804 members 
Mstep: Class 48 contains 5884 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056096.000000 Penalty: 163572.531250
Iteration 455Q: 50 clusters Score -1.150561e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 34852 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61113 members 
Mstep: Class 5 contains 33459 members 
Mstep: Class 6 contains 6013 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1882 members 
Mstep: Class 9 contains 31252 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6483 members 
Mstep: Class 12 contains 33512 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10340 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61915 members 
Mstep: Class 18 contains 4935 members 
Mstep: Class 19 contains 13718 members 
Mstep: Class 20 contains 75160 members 
Mstep: Class 21 contains 17652 members 
Mstep: Class 22 contains 20034 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3514 members 
Mstep: Class 26 contains 6471 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12319 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11580 members 
Mstep: Class 32 contains 12863 members 
Mstep: Class 33 contains 5608 members 
Mstep: Class 34 contains 52939 members 
Mstep: Class 35 contains 11767 members 
Mstep: Class 36 contains 4410 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52587 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 18006 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 718 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7456 members 
Mstep: Class 47 contains 16802 members 
Mstep: Class 48 contains 5885 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056248.000000 Penalty: 163572.531250
Iteration 456Q: 50 clusters Score -1.150562e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 34860 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61119 members 
Mstep: Class 5 contains 33454 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1882 members 
Mstep: Class 9 contains 31251 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6481 members 
Mstep: Class 12 contains 33518 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61912 members 
Mstep: Class 18 contains 4937 members 
Mstep: Class 19 contains 13719 members 
Mstep: Class 20 contains 75159 members 
Mstep: Class 21 contains 17655 members 
Mstep: Class 22 contains 20031 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3515 members 
Mstep: Class 26 contains 6471 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12319 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11576 members 
Mstep: Class 32 contains 12875 members 
Mstep: Class 33 contains 5611 members 
Mstep: Class 34 contains 52938 members 
Mstep: Class 35 contains 11769 members 
Mstep: Class 36 contains 4410 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52586 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 18019 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 718 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7456 members 
Mstep: Class 47 contains 16803 members 
Mstep: Class 48 contains 5886 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056264.000000 Penalty: 163572.531250
Iteration 457Q: 50 clusters Score -1.150563e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 34864 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61126 members 
Mstep: Class 5 contains 33447 members 
Mstep: Class 6 contains 6024 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1882 members 
Mstep: Class 9 contains 31250 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6480 members 
Mstep: Class 12 contains 33525 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61909 members 
Mstep: Class 18 contains 4940 members 
Mstep: Class 19 contains 13720 members 
Mstep: Class 20 contains 75158 members 
Mstep: Class 21 contains 17656 members 
Mstep: Class 22 contains 20025 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3515 members 
Mstep: Class 26 contains 6471 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12319 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6217 members 
Mstep: Class 31 contains 11576 members 
Mstep: Class 32 contains 12882 members 
Mstep: Class 33 contains 5614 members 
Mstep: Class 34 contains 52941 members 
Mstep: Class 35 contains 11772 members 
Mstep: Class 36 contains 4408 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52585 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 18031 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 718 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7456 members 
Mstep: Class 47 contains 16803 members 
Mstep: Class 48 contains 5887 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056168.000000 Penalty: 163572.531250
Iteration 458Q: 50 clusters Score -1.150562e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 34865 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61141 members 
Mstep: Class 5 contains 33444 members 
Mstep: Class 6 contains 6027 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1882 members 
Mstep: Class 9 contains 31249 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6479 members 
Mstep: Class 12 contains 33532 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61905 members 
Mstep: Class 18 contains 4943 members 
Mstep: Class 19 contains 13722 members 
Mstep: Class 20 contains 75160 members 
Mstep: Class 21 contains 17658 members 
Mstep: Class 22 contains 20022 members 
Mstep: Class 23 contains 5737 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3516 members 
Mstep: Class 26 contains 6471 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12320 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11565 members 
Mstep: Class 32 contains 12892 members 
Mstep: Class 33 contains 5614 members 
Mstep: Class 34 contains 52944 members 
Mstep: Class 35 contains 11778 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52585 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 18045 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 719 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 16804 members 
Mstep: Class 48 contains 5887 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056296.000000 Penalty: 163572.531250
Iteration 459Q: 50 clusters Score -1.150563e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 34867 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61159 members 
Mstep: Class 5 contains 33442 members 
Mstep: Class 6 contains 6028 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1882 members 
Mstep: Class 9 contains 31249 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6478 members 
Mstep: Class 12 contains 33540 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61906 members 
Mstep: Class 18 contains 4945 members 
Mstep: Class 19 contains 13721 members 
Mstep: Class 20 contains 75154 members 
Mstep: Class 21 contains 17664 members 
Mstep: Class 22 contains 20016 members 
Mstep: Class 23 contains 5738 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3517 members 
Mstep: Class 26 contains 6470 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12321 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6215 members 
Mstep: Class 31 contains 11552 members 
Mstep: Class 32 contains 12915 members 
Mstep: Class 33 contains 5616 members 
Mstep: Class 34 contains 52942 members 
Mstep: Class 35 contains 11784 members 
Mstep: Class 36 contains 4412 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52581 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 18055 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 720 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7454 members 
Mstep: Class 47 contains 16803 members 
Mstep: Class 48 contains 5887 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056256.000000 Penalty: 163572.531250
Iteration 460F: 50 clusters Score -1.150563e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34866 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61166 members 
Mstep: Class 5 contains 33444 members 
Mstep: Class 6 contains 6031 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1882 members 
Mstep: Class 9 contains 31249 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6477 members 
Mstep: Class 12 contains 33543 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61906 members 
Mstep: Class 18 contains 4944 members 
Mstep: Class 19 contains 13721 members 
Mstep: Class 20 contains 75150 members 
Mstep: Class 21 contains 17667 members 
Mstep: Class 22 contains 20014 members 
Mstep: Class 23 contains 5739 members 
Mstep: Class 24 contains 4540 members 
Mstep: Class 25 contains 3518 members 
Mstep: Class 26 contains 6470 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12320 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 11544 members 
Mstep: Class 32 contains 12938 members 
Mstep: Class 33 contains 5617 members 
Mstep: Class 34 contains 52945 members 
Mstep: Class 35 contains 11786 members 
Mstep: Class 36 contains 4415 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52581 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 18071 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 720 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7452 members 
Mstep: Class 47 contains 16802 members 
Mstep: Class 48 contains 5887 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056120.000000 Penalty: 163572.531250
Iteration 461Q: 50 clusters Score -1.150561e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 34871 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61178 members 
Mstep: Class 5 contains 33444 members 
Mstep: Class 6 contains 6032 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1882 members 
Mstep: Class 9 contains 31249 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6478 members 
Mstep: Class 12 contains 33557 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61915 members 
Mstep: Class 18 contains 4945 members 
Mstep: Class 19 contains 13721 members 
Mstep: Class 20 contains 75148 members 
Mstep: Class 21 contains 17664 members 
Mstep: Class 22 contains 20015 members 
Mstep: Class 23 contains 5739 members 
Mstep: Class 24 contains 4540 members 
Mstep: Class 25 contains 3519 members 
Mstep: Class 26 contains 6469 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12322 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 11535 members 
Mstep: Class 32 contains 12957 members 
Mstep: Class 33 contains 5618 members 
Mstep: Class 34 contains 52941 members 
Mstep: Class 35 contains 11790 members 
Mstep: Class 36 contains 4414 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52582 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 18088 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 720 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7451 members 
Mstep: Class 47 contains 16803 members 
Mstep: Class 48 contains 5887 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056344.000000 Penalty: 163572.531250
Iteration 462Q: 50 clusters Score -1.150563e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 34865 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61190 members 
Mstep: Class 5 contains 33442 members 
Mstep: Class 6 contains 6034 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1882 members 
Mstep: Class 9 contains 31249 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6476 members 
Mstep: Class 12 contains 33572 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61921 members 
Mstep: Class 18 contains 4947 members 
Mstep: Class 19 contains 13721 members 
Mstep: Class 20 contains 75148 members 
Mstep: Class 21 contains 17664 members 
Mstep: Class 22 contains 20015 members 
Mstep: Class 23 contains 5738 members 
Mstep: Class 24 contains 4540 members 
Mstep: Class 25 contains 3518 members 
Mstep: Class 26 contains 6469 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12325 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 11528 members 
Mstep: Class 32 contains 12978 members 
Mstep: Class 33 contains 5618 members 
Mstep: Class 34 contains 52942 members 
Mstep: Class 35 contains 11796 members 
Mstep: Class 36 contains 4416 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52585 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 18108 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 720 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7451 members 
Mstep: Class 47 contains 16802 members 
Mstep: Class 48 contains 5887 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056224.000000 Penalty: 163572.531250
Iteration 463Q: 50 clusters Score -1.150562e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 34877 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61196 members 
Mstep: Class 5 contains 33438 members 
Mstep: Class 6 contains 6034 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1882 members 
Mstep: Class 9 contains 31249 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6477 members 
Mstep: Class 12 contains 33582 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61921 members 
Mstep: Class 18 contains 4948 members 
Mstep: Class 19 contains 13721 members 
Mstep: Class 20 contains 75152 members 
Mstep: Class 21 contains 17667 members 
Mstep: Class 22 contains 20017 members 
Mstep: Class 23 contains 5739 members 
Mstep: Class 24 contains 4540 members 
Mstep: Class 25 contains 3515 members 
Mstep: Class 26 contains 6470 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12325 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 11525 members 
Mstep: Class 32 contains 12987 members 
Mstep: Class 33 contains 5620 members 
Mstep: Class 34 contains 52937 members 
Mstep: Class 35 contains 11800 members 
Mstep: Class 36 contains 4414 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52586 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 18130 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 720 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7451 members 
Mstep: Class 47 contains 16800 members 
Mstep: Class 48 contains 5887 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056264.000000 Penalty: 163572.531250
Iteration 464Q: 50 clusters Score -1.150563e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 34881 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61207 members 
Mstep: Class 5 contains 33433 members 
Mstep: Class 6 contains 6034 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1882 members 
Mstep: Class 9 contains 31249 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6475 members 
Mstep: Class 12 contains 33588 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2819 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61913 members 
Mstep: Class 18 contains 4949 members 
Mstep: Class 19 contains 13721 members 
Mstep: Class 20 contains 75150 members 
Mstep: Class 21 contains 17675 members 
Mstep: Class 22 contains 20022 members 
Mstep: Class 23 contains 5741 members 
Mstep: Class 24 contains 4540 members 
Mstep: Class 25 contains 3513 members 
Mstep: Class 26 contains 6468 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12325 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 11522 members 
Mstep: Class 32 contains 13003 members 
Mstep: Class 33 contains 5624 members 
Mstep: Class 34 contains 52934 members 
Mstep: Class 35 contains 11801 members 
Mstep: Class 36 contains 4414 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52587 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 18149 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 720 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7451 members 
Mstep: Class 47 contains 16801 members 
Mstep: Class 48 contains 5887 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056360.000000 Penalty: 163572.531250
Iteration 465Q: 50 clusters Score -1.150564e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 34884 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61206 members 
Mstep: Class 5 contains 33431 members 
Mstep: Class 6 contains 6033 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1882 members 
Mstep: Class 9 contains 31249 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6474 members 
Mstep: Class 12 contains 33592 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2819 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61920 members 
Mstep: Class 18 contains 4951 members 
Mstep: Class 19 contains 13721 members 
Mstep: Class 20 contains 75142 members 
Mstep: Class 21 contains 17682 members 
Mstep: Class 22 contains 20021 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 4540 members 
Mstep: Class 25 contains 3512 members 
Mstep: Class 26 contains 6467 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12325 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6215 members 
Mstep: Class 31 contains 11521 members 
Mstep: Class 32 contains 13025 members 
Mstep: Class 33 contains 5629 members 
Mstep: Class 34 contains 52934 members 
Mstep: Class 35 contains 11802 members 
Mstep: Class 36 contains 4414 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52586 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 18167 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 720 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 509 members 
Mstep: Class 46 contains 7450 members 
Mstep: Class 47 contains 16800 members 
Mstep: Class 48 contains 5887 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056192.000000 Penalty: 163572.531250
Iteration 466Q: 50 clusters Score -1.150562e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 34878 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61213 members 
Mstep: Class 5 contains 33431 members 
Mstep: Class 6 contains 6034 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1882 members 
Mstep: Class 9 contains 31251 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6473 members 
Mstep: Class 12 contains 33606 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2819 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61917 members 
Mstep: Class 18 contains 4953 members 
Mstep: Class 19 contains 13722 members 
Mstep: Class 20 contains 75138 members 
Mstep: Class 21 contains 17691 members 
Mstep: Class 22 contains 20013 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 4540 members 
Mstep: Class 25 contains 3512 members 
Mstep: Class 26 contains 6467 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12326 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11513 members 
Mstep: Class 32 contains 13044 members 
Mstep: Class 33 contains 5635 members 
Mstep: Class 34 contains 52922 members 
Mstep: Class 35 contains 11804 members 
Mstep: Class 36 contains 4413 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52590 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 18184 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 720 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7450 members 
Mstep: Class 47 contains 16800 members 
Mstep: Class 48 contains 5887 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056240.000000 Penalty: 163572.531250
Iteration 467Q: 50 clusters Score -1.150562e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 34885 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61229 members 
Mstep: Class 5 contains 33431 members 
Mstep: Class 6 contains 6034 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31251 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6473 members 
Mstep: Class 12 contains 33614 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2819 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61918 members 
Mstep: Class 18 contains 4954 members 
Mstep: Class 19 contains 13723 members 
Mstep: Class 20 contains 75132 members 
Mstep: Class 21 contains 17696 members 
Mstep: Class 22 contains 20008 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 4540 members 
Mstep: Class 25 contains 3512 members 
Mstep: Class 26 contains 6467 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12326 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11501 members 
Mstep: Class 32 contains 13060 members 
Mstep: Class 33 contains 5637 members 
Mstep: Class 34 contains 52925 members 
Mstep: Class 35 contains 11806 members 
Mstep: Class 36 contains 4415 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52590 members 
Mstep: Class 40 contains 2009 members 
Mstep: Class 41 contains 18198 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 720 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7448 members 
Mstep: Class 47 contains 16800 members 
Mstep: Class 48 contains 5887 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056336.000000 Penalty: 163572.531250
Iteration 468Q: 50 clusters Score -1.150563e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 34883 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61245 members 
Mstep: Class 5 contains 33433 members 
Mstep: Class 6 contains 6035 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 31252 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6471 members 
Mstep: Class 12 contains 33626 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2819 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61916 members 
Mstep: Class 18 contains 4956 members 
Mstep: Class 19 contains 13724 members 
Mstep: Class 20 contains 75129 members 
Mstep: Class 21 contains 17699 members 
Mstep: Class 22 contains 20005 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 4540 members 
Mstep: Class 25 contains 3513 members 
Mstep: Class 26 contains 6465 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12326 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11494 members 
Mstep: Class 32 contains 13067 members 
Mstep: Class 33 contains 5636 members 
Mstep: Class 34 contains 52923 members 
Mstep: Class 35 contains 11809 members 
Mstep: Class 36 contains 4420 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52588 members 
Mstep: Class 40 contains 2009 members 
Mstep: Class 41 contains 18211 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 720 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7446 members 
Mstep: Class 47 contains 16801 members 
Mstep: Class 48 contains 5887 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056392.000000 Penalty: 163572.531250
Iteration 469Q: 50 clusters Score -1.150564e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 34888 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61270 members 
Mstep: Class 5 contains 33434 members 
Mstep: Class 6 contains 6038 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 31252 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 33631 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2819 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61883 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 13725 members 
Mstep: Class 20 contains 75127 members 
Mstep: Class 21 contains 17703 members 
Mstep: Class 22 contains 20005 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 4540 members 
Mstep: Class 25 contains 3510 members 
Mstep: Class 26 contains 6463 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12323 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11494 members 
Mstep: Class 32 contains 13084 members 
Mstep: Class 33 contains 5638 members 
Mstep: Class 34 contains 52921 members 
Mstep: Class 35 contains 11808 members 
Mstep: Class 36 contains 4426 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52591 members 
Mstep: Class 40 contains 2009 members 
Mstep: Class 41 contains 18232 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 720 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7445 members 
Mstep: Class 47 contains 16800 members 
Mstep: Class 48 contains 5887 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056440.000000 Penalty: 163572.531250
Iteration 470Q: 50 clusters Score -1.150564e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 34888 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61302 members 
Mstep: Class 5 contains 33435 members 
Mstep: Class 6 contains 6038 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 31253 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6468 members 
Mstep: Class 12 contains 33637 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2819 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61859 members 
Mstep: Class 18 contains 4962 members 
Mstep: Class 19 contains 13727 members 
Mstep: Class 20 contains 75123 members 
Mstep: Class 21 contains 17704 members 
Mstep: Class 22 contains 20006 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 4541 members 
Mstep: Class 25 contains 3509 members 
Mstep: Class 26 contains 6464 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12319 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11491 members 
Mstep: Class 32 contains 13111 members 
Mstep: Class 33 contains 5637 members 
Mstep: Class 34 contains 52919 members 
Mstep: Class 35 contains 11808 members 
Mstep: Class 36 contains 4431 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52595 members 
Mstep: Class 40 contains 2009 members 
Mstep: Class 41 contains 18247 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 720 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7445 members 
Mstep: Class 47 contains 16802 members 
Mstep: Class 48 contains 5887 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056320.000000 Penalty: 163572.531250
Iteration 471Q: 50 clusters Score -1.150563e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 34877 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61325 members 
Mstep: Class 5 contains 33435 members 
Mstep: Class 6 contains 6041 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1881 members 
Mstep: Class 9 contains 31255 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6467 members 
Mstep: Class 12 contains 33646 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2819 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61840 members 
Mstep: Class 18 contains 4962 members 
Mstep: Class 19 contains 13729 members 
Mstep: Class 20 contains 75119 members 
Mstep: Class 21 contains 17704 members 
Mstep: Class 22 contains 20000 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 4543 members 
Mstep: Class 25 contains 3508 members 
Mstep: Class 26 contains 6463 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12318 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11485 members 
Mstep: Class 32 contains 13139 members 
Mstep: Class 33 contains 5636 members 
Mstep: Class 34 contains 52917 members 
Mstep: Class 35 contains 11817 members 
Mstep: Class 36 contains 4435 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52595 members 
Mstep: Class 40 contains 2009 members 
Mstep: Class 41 contains 18265 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 720 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7447 members 
Mstep: Class 47 contains 16801 members 
Mstep: Class 48 contains 5887 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056368.000000 Penalty: 163572.531250
Iteration 472Q: 50 clusters Score -1.150564e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 34865 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61346 members 
Mstep: Class 5 contains 33435 members 
Mstep: Class 6 contains 6044 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1878 members 
Mstep: Class 9 contains 31255 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6464 members 
Mstep: Class 12 contains 33657 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2819 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61822 members 
Mstep: Class 18 contains 4963 members 
Mstep: Class 19 contains 13728 members 
Mstep: Class 20 contains 75123 members 
Mstep: Class 21 contains 17706 members 
Mstep: Class 22 contains 19991 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 3508 members 
Mstep: Class 26 contains 6462 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 12316 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11475 members 
Mstep: Class 32 contains 13164 members 
Mstep: Class 33 contains 5638 members 
Mstep: Class 34 contains 52914 members 
Mstep: Class 35 contains 11822 members 
Mstep: Class 36 contains 4437 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52597 members 
Mstep: Class 40 contains 2009 members 
Mstep: Class 41 contains 18283 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 720 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7446 members 
Mstep: Class 47 contains 16800 members 
Mstep: Class 48 contains 5887 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056256.000000 Penalty: 163572.531250
Iteration 473Q: 50 clusters Score -1.150563e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 34861 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61366 members 
Mstep: Class 5 contains 33434 members 
Mstep: Class 6 contains 6047 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 1878 members 
Mstep: Class 9 contains 31255 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6462 members 
Mstep: Class 12 contains 33668 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2819 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61810 members 
Mstep: Class 18 contains 4969 members 
Mstep: Class 19 contains 13727 members 
Mstep: Class 20 contains 75119 members 
Mstep: Class 21 contains 17708 members 
Mstep: Class 22 contains 19988 members 
Mstep: Class 23 contains 5741 members 
Mstep: Class 24 contains 4547 members 
Mstep: Class 25 contains 3510 members 
Mstep: Class 26 contains 6460 members 
Mstep: Class 27 contains 7256 members 
Mstep: Class 28 contains 12314 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11459 members 
Mstep: Class 32 contains 13186 members 
Mstep: Class 33 contains 5639 members 
Mstep: Class 34 contains 52907 members 
Mstep: Class 35 contains 11827 members 
Mstep: Class 36 contains 4439 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2404 members 
Mstep: Class 39 contains 52599 members 
Mstep: Class 40 contains 2008 members 
Mstep: Class 41 contains 18297 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 720 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7445 members 
Mstep: Class 47 contains 16802 members 
Mstep: Class 48 contains 5887 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056192.000000 Penalty: 163572.531250
Iteration 474Q: 50 clusters Score -1.150562e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 34864 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61387 members 
Mstep: Class 5 contains 33431 members 
Mstep: Class 6 contains 6048 members 
Mstep: Class 7 contains 7654 members 
Mstep: Class 8 contains 1876 members 
Mstep: Class 9 contains 31254 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6462 members 
Mstep: Class 12 contains 33674 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10340 members 
Mstep: Class 15 contains 2819 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61787 members 
Mstep: Class 18 contains 4974 members 
Mstep: Class 19 contains 13727 members 
Mstep: Class 20 contains 75110 members 
Mstep: Class 21 contains 17712 members 
Mstep: Class 22 contains 19986 members 
Mstep: Class 23 contains 5742 members 
Mstep: Class 24 contains 4549 members 
Mstep: Class 25 contains 3511 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 7256 members 
Mstep: Class 28 contains 12313 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11448 members 
Mstep: Class 32 contains 13203 members 
Mstep: Class 33 contains 5641 members 
Mstep: Class 34 contains 52910 members 
Mstep: Class 35 contains 11833 members 
Mstep: Class 36 contains 4436 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2404 members 
Mstep: Class 39 contains 52604 members 
Mstep: Class 40 contains 2008 members 
Mstep: Class 41 contains 18316 members 
Mstep: Class 42 contains 1409 members 
Mstep: Class 43 contains 720 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7445 members 
Mstep: Class 47 contains 16803 members 
Mstep: Class 48 contains 5887 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056256.000000 Penalty: 163572.531250
Iteration 475Q: 50 clusters Score -1.150563e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 34869 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61407 members 
Mstep: Class 5 contains 33430 members 
Mstep: Class 6 contains 6051 members 
Mstep: Class 7 contains 7654 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 31254 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6459 members 
Mstep: Class 12 contains 33686 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10339 members 
Mstep: Class 15 contains 2819 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61768 members 
Mstep: Class 18 contains 4978 members 
Mstep: Class 19 contains 13729 members 
Mstep: Class 20 contains 75106 members 
Mstep: Class 21 contains 17712 members 
Mstep: Class 22 contains 19987 members 
Mstep: Class 23 contains 5744 members 
Mstep: Class 24 contains 4553 members 
Mstep: Class 25 contains 3512 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 7256 members 
Mstep: Class 28 contains 12312 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11436 members 
Mstep: Class 32 contains 13226 members 
Mstep: Class 33 contains 5643 members 
Mstep: Class 34 contains 52906 members 
Mstep: Class 35 contains 11834 members 
Mstep: Class 36 contains 4436 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2404 members 
Mstep: Class 39 contains 52607 members 
Mstep: Class 40 contains 2008 members 
Mstep: Class 41 contains 18328 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 720 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7443 members 
Mstep: Class 47 contains 16805 members 
Mstep: Class 48 contains 5887 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056312.000000 Penalty: 163572.531250
Iteration 476Q: 50 clusters Score -1.150563e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 34873 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61423 members 
Mstep: Class 5 contains 33427 members 
Mstep: Class 6 contains 6051 members 
Mstep: Class 7 contains 7654 members 
Mstep: Class 8 contains 1869 members 
Mstep: Class 9 contains 31254 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6455 members 
Mstep: Class 12 contains 33694 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10338 members 
Mstep: Class 15 contains 2819 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61752 members 
Mstep: Class 18 contains 4979 members 
Mstep: Class 19 contains 13727 members 
Mstep: Class 20 contains 75102 members 
Mstep: Class 21 contains 17714 members 
Mstep: Class 22 contains 19992 members 
Mstep: Class 23 contains 5744 members 
Mstep: Class 24 contains 4555 members 
Mstep: Class 25 contains 3512 members 
Mstep: Class 26 contains 6458 members 
Mstep: Class 27 contains 7256 members 
Mstep: Class 28 contains 12314 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11426 members 
Mstep: Class 32 contains 13250 members 
Mstep: Class 33 contains 5643 members 
Mstep: Class 34 contains 52904 members 
Mstep: Class 35 contains 11839 members 
Mstep: Class 36 contains 4436 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2404 members 
Mstep: Class 39 contains 52612 members 
Mstep: Class 40 contains 2008 members 
Mstep: Class 41 contains 18341 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 721 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7443 members 
Mstep: Class 47 contains 16807 members 
Mstep: Class 48 contains 5888 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056472.000000 Penalty: 163572.531250
Iteration 477Q: 50 clusters Score -1.150565e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 34882 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61429 members 
Mstep: Class 5 contains 33421 members 
Mstep: Class 6 contains 6052 members 
Mstep: Class 7 contains 7654 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 31254 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6452 members 
Mstep: Class 12 contains 33701 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10339 members 
Mstep: Class 15 contains 2820 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61744 members 
Mstep: Class 18 contains 4983 members 
Mstep: Class 19 contains 13728 members 
Mstep: Class 20 contains 75103 members 
Mstep: Class 21 contains 17714 members 
Mstep: Class 22 contains 19986 members 
Mstep: Class 23 contains 5744 members 
Mstep: Class 24 contains 4557 members 
Mstep: Class 25 contains 3511 members 
Mstep: Class 26 contains 6456 members 
Mstep: Class 27 contains 7256 members 
Mstep: Class 28 contains 12314 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11416 members 
Mstep: Class 32 contains 13262 members 
Mstep: Class 33 contains 5646 members 
Mstep: Class 34 contains 52904 members 
Mstep: Class 35 contains 11840 members 
Mstep: Class 36 contains 4437 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2404 members 
Mstep: Class 39 contains 52617 members 
Mstep: Class 40 contains 2008 members 
Mstep: Class 41 contains 18356 members 
Mstep: Class 42 contains 1409 members 
Mstep: Class 43 contains 722 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7443 members 
Mstep: Class 47 contains 16807 members 
Mstep: Class 48 contains 5891 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056448.000000 Penalty: 163572.531250
Iteration 478Q: 50 clusters Score -1.150564e+08 nChanged 174
Entering ConstructFrom: 
Score: -115056448.000000 Penalty: 163572.531250
Entering ConstructFrom: 
Trying to split cluster 1 (12172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Entering Unmasked Estep 
Score: -1968980.000000 Penalty: 2332.909668
	Iteration 0F: 2 clusters Score -1968980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1960017.000000 Penalty: 4665.819336
	Iteration 0F: 3 clusters Score -1960017 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1962762.250000 Penalty: 4665.819336
	Iteration 1F: 3 clusters Score -1962762 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1963227.500000 Penalty: 4665.819336
	Iteration 2F: 3 clusters Score -1963228 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1963602.000000 Penalty: 4665.819336
	Iteration 3F: 3 clusters Score -1963602 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1963928.500000 Penalty: 4665.819336
	Iteration 4F: 3 clusters Score -1963928 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1964235.625000 Penalty: 4665.819336
	Iteration 5Q: 3 clusters Score -1964236 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1964540.750000 Penalty: 4665.819336
	Iteration 6Q: 3 clusters Score -1964541 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1964811.750000 Penalty: 4665.819336
	Iteration 7Q: 3 clusters Score -1964812 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1965068.125000 Penalty: 4665.819336
	Iteration 8Q: 3 clusters Score -1965068 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1965323.625000 Penalty: 4665.819336
	Iteration 9Q: 3 clusters Score -1965324 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1965535.750000 Penalty: 4665.819336
	Iteration 10Q: 3 clusters Score -1965536 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1965739.500000 Penalty: 4665.819336
	Iteration 11Q: 3 clusters Score -1965740 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1965931.375000 Penalty: 4665.819336
	Iteration 12Q: 3 clusters Score -1965931 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1966113.250000 Penalty: 4665.819336
	Iteration 13Q: 3 clusters Score -1966113 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1966250.375000 Penalty: 4665.819336
	Iteration 14Q: 3 clusters Score -1966250 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1966373.125000 Penalty: 4665.819336
	Iteration 15Q: 3 clusters Score -1966373 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1966478.500000 Penalty: 4665.819336
	Iteration 16Q: 3 clusters Score -1966478 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1966569.125000 Penalty: 4665.819336
	Iteration 17Q: 3 clusters Score -1966569 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1966633.000000 Penalty: 4665.819336
	Iteration 18Q: 3 clusters Score -1966633 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1966684.875000 Penalty: 4665.819336
	Iteration 19Q: 3 clusters Score -1966685 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1966745.750000 Penalty: 4665.819336
	Iteration 20F: 3 clusters Score -1966746 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1966800.750000 Penalty: 4665.819336
	Iteration 21Q: 3 clusters Score -1966801 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1966847.125000 Penalty: 4665.819336
	Iteration 22Q: 3 clusters Score -1966847 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1966891.500000 Penalty: 4665.819336
	Iteration 23Q: 3 clusters Score -1966892 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1966924.125000 Penalty: 4665.819336
	Iteration 24Q: 3 clusters Score -1966924 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1966967.875000 Penalty: 4665.819336
	Iteration 25Q: 3 clusters Score -1966968 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1967000.125000 Penalty: 4665.819336
	Iteration 26Q: 3 clusters Score -1967000 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1967038.000000 Penalty: 4665.819336
	Iteration 27Q: 3 clusters Score -1967038 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1967069.500000 Penalty: 4665.819336
	Iteration 28Q: 3 clusters Score -1967070 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1967101.750000 Penalty: 4665.819336
	Iteration 29Q: 3 clusters Score -1967102 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1967133.625000 Penalty: 4665.819336
	Iteration 30Q: 3 clusters Score -1967134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1967147.250000 Penalty: 4665.819336
	Iteration 31Q: 3 clusters Score -1967147 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1967154.500000 Penalty: 4665.819336
	Iteration 32Q: 3 clusters Score -1967154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1967164.875000 Penalty: 4665.819336
	Iteration 33Q: 3 clusters Score -1967165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1967173.500000 Penalty: 4665.819336
	Iteration 34Q: 3 clusters Score -1967174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1967182.750000 Penalty: 4665.819336
	Iteration 35Q: 3 clusters Score -1967183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1967191.875000 Penalty: 4665.819336
	Iteration 36Q: 3 clusters Score -1967192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1967193.625000 Penalty: 4665.819336
	Iteration 37Q: 3 clusters Score -1967194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1967203.000000 Penalty: 4665.819336
	Iteration 38Q: 3 clusters Score -1967203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1967208.125000 Penalty: 4665.819336
	Iteration 39Q: 3 clusters Score -1967208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1967213.500000 Penalty: 4665.819336
	Iteration 40F: 3 clusters Score -1967214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1967216.625000 Penalty: 4665.819336
	Iteration 41Q: 3 clusters Score -1967217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1967213.500000 Penalty: 4665.819336
	Iteration 42Q: 3 clusters Score -1967214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1967215.375000 Penalty: 4665.819336
	Iteration 43Q: 3 clusters Score -1967215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1967223.500000 Penalty: 4665.819336
	Iteration 44Q: 3 clusters Score -1967224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1967226.125000 Penalty: 4665.819336
	Iteration 45Q: 3 clusters Score -1967226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1967226.250000 Penalty: 4665.819336
	Iteration 46Q: 3 clusters Score -1967226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1967229.125000 Penalty: 4665.819336
	Iteration 47Q: 3 clusters Score -1967229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1967227.625000 Penalty: 4665.819336
	Iteration 48Q: 3 clusters Score -1967228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1967231.250000 Penalty: 4665.819336
	Iteration 49Q: 3 clusters Score -1967231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1967233.500000 Penalty: 4665.819336
	Iteration 50Q: 3 clusters Score -1967234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1967235.000000 Penalty: 4665.819336
	Iteration 51Q: 3 clusters Score -1967235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1967240.250000 Penalty: 4665.819336
	Iteration 52Q: 3 clusters Score -1967240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1967241.750000 Penalty: 4665.819336
	Iteration 53Q: 3 clusters Score -1967242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1967244.875000 Penalty: 4665.819336
	Iteration 54Q: 3 clusters Score -1967245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1967244.875000 Penalty: 4665.819336
	Iteration 55F: 3 clusters Score -1967245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Entering Unmasked Estep 
Score: -5655202.500000 Penalty: 2594.026367
	Iteration 0F: 2 clusters Score -5655202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -5631471.000000 Penalty: 5188.052734
	Iteration 0F: 3 clusters Score -5631471 nChanged 15828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -5640229.000000 Penalty: 5188.052734
	Iteration 1F: 3 clusters Score -5640229 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -5640981.500000 Penalty: 5188.052734
	Iteration 2F: 3 clusters Score -5640982 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -5641828.500000 Penalty: 5188.052734
	Iteration 3F: 3 clusters Score -5641828 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -5642799.000000 Penalty: 5188.052734
	Iteration 4F: 3 clusters Score -5642799 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -5643913.000000 Penalty: 5188.052734
	Iteration 5F: 3 clusters Score -5643913 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -5645203.000000 Penalty: 5188.052734
	Iteration 6F: 3 clusters Score -5645203 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -5646572.000000 Penalty: 5188.052734
	Iteration 7F: 3 clusters Score -5646572 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -5647750.000000 Penalty: 5188.052734
	Iteration 8F: 3 clusters Score -5647750 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -5648618.000000 Penalty: 5188.052734
	Iteration 9Q: 3 clusters Score -5648618 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -5649105.500000 Penalty: 5188.052734
	Iteration 10Q: 3 clusters Score -5649106 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -5649420.000000 Penalty: 5188.052734
	Iteration 11Q: 3 clusters Score -5649420 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -5649633.000000 Penalty: 5188.052734
	Iteration 12Q: 3 clusters Score -5649633 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -5649766.500000 Penalty: 5188.052734
	Iteration 13Q: 3 clusters Score -5649766 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -5649887.000000 Penalty: 5188.052734
	Iteration 14Q: 3 clusters Score -5649887 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -5649951.500000 Penalty: 5188.052734
	Iteration 15Q: 3 clusters Score -5649952 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -5650037.000000 Penalty: 5188.052734
	Iteration 16Q: 3 clusters Score -5650037 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -5650119.000000 Penalty: 5188.052734
	Iteration 17Q: 3 clusters Score -5650119 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -5650200.500000 Penalty: 5188.052734
	Iteration 18Q: 3 clusters Score -5650200 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -5650249.500000 Penalty: 5188.052734
	Iteration 19Q: 3 clusters Score -5650250 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -5650303.500000 Penalty: 5188.052734
	Iteration 20F: 3 clusters Score -5650304 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -5650371.000000 Penalty: 5188.052734
	Iteration 21Q: 3 clusters Score -5650371 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -5650434.000000 Penalty: 5188.052734
	Iteration 22Q: 3 clusters Score -5650434 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -5650472.000000 Penalty: 5188.052734
	Iteration 23Q: 3 clusters Score -5650472 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -5650510.500000 Penalty: 5188.052734
	Iteration 24Q: 3 clusters Score -5650510 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -5650532.500000 Penalty: 5188.052734
	Iteration 25Q: 3 clusters Score -5650532 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -5650564.500000 Penalty: 5188.052734
	Iteration 26Q: 3 clusters Score -5650564 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -5650595.000000 Penalty: 5188.052734
	Iteration 27Q: 3 clusters Score -5650595 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -5650641.500000 Penalty: 5188.052734
	Iteration 28Q: 3 clusters Score -5650642 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -5650686.500000 Penalty: 5188.052734
	Iteration 29Q: 3 clusters Score -5650686 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -5650705.000000 Penalty: 5188.052734
	Iteration 30Q: 3 clusters Score -5650705 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -5650718.000000 Penalty: 5188.052734
	Iteration 31Q: 3 clusters Score -5650718 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -5650738.500000 Penalty: 5188.052734
	Iteration 32Q: 3 clusters Score -5650738 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -5650751.000000 Penalty: 5188.052734
	Iteration 33Q: 3 clusters Score -5650751 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -5650752.500000 Penalty: 5188.052734
	Iteration 34Q: 3 clusters Score -5650752 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -5650769.500000 Penalty: 5188.052734
	Iteration 35Q: 3 clusters Score -5650770 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -5650774.500000 Penalty: 5188.052734
	Iteration 36Q: 3 clusters Score -5650774 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -5650774.500000 Penalty: 5188.052734
	Iteration 37Q: 3 clusters Score -5650774 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -5650771.000000 Penalty: 5188.052734
	Iteration 38Q: 3 clusters Score -5650771 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -5650771.500000 Penalty: 5188.052734
	Iteration 39Q: 3 clusters Score -5650772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -5650779.000000 Penalty: 5188.052734
	Iteration 40F: 3 clusters Score -5650779 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -5650788.000000 Penalty: 5188.052734
	Iteration 41Q: 3 clusters Score -5650788 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -5650790.000000 Penalty: 5188.052734
	Iteration 42Q: 3 clusters Score -5650790 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -5650792.500000 Penalty: 5188.052734
	Iteration 43Q: 3 clusters Score -5650792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -5650799.000000 Penalty: 5188.052734
	Iteration 44Q: 3 clusters Score -5650799 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -5650811.500000 Penalty: 5188.052734
	Iteration 45Q: 3 clusters Score -5650812 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -5650831.500000 Penalty: 5188.052734
	Iteration 46Q: 3 clusters Score -5650832 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -5650837.000000 Penalty: 5188.052734
	Iteration 47Q: 3 clusters Score -5650837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -5650816.500000 Penalty: 5188.052734
	Iteration 48Q: 3 clusters Score -5650816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -5650823.000000 Penalty: 5188.052734
	Iteration 49Q: 3 clusters Score -5650823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -5650826.500000 Penalty: 5188.052734
	Iteration 50Q: 3 clusters Score -5650826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -5650823.500000 Penalty: 5188.052734
	Iteration 51Q: 3 clusters Score -5650824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -5650825.000000 Penalty: 5188.052734
	Iteration 52Q: 3 clusters Score -5650825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -5650831.500000 Penalty: 5188.052734
	Iteration 53Q: 3 clusters Score -5650832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -5650830.000000 Penalty: 5188.052734
	Iteration 54Q: 3 clusters Score -5650830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -5650844.500000 Penalty: 5188.052734
	Iteration 55Q: 3 clusters Score -5650844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -5650836.000000 Penalty: 5188.052734
	Iteration 56Q: 3 clusters Score -5650836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -5650838.500000 Penalty: 5188.052734
	Iteration 57Q: 3 clusters Score -5650838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -5650838.000000 Penalty: 5188.052734
	Iteration 58Q: 3 clusters Score -5650838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -5650846.000000 Penalty: 5188.052734
	Iteration 59Q: 3 clusters Score -5650846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -5650854.000000 Penalty: 5188.052734
	Iteration 60F: 3 clusters Score -5650854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -5650854.000000 Penalty: 5188.052734
	Iteration 61Q: 3 clusters Score -5650854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -5650853.500000 Penalty: 5188.052734
	Iteration 62Q: 3 clusters Score -5650854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -5650862.500000 Penalty: 5188.052734
	Iteration 63Q: 3 clusters Score -5650862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -5650855.500000 Penalty: 5188.052734
	Iteration 64Q: 3 clusters Score -5650856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -5650862.000000 Penalty: 5188.052734
	Iteration 65Q: 3 clusters Score -5650862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -5650860.000000 Penalty: 5188.052734
	Iteration 66Q: 3 clusters Score -5650860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -5650865.500000 Penalty: 5188.052734
	Iteration 67Q: 3 clusters Score -5650866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -5650861.500000 Penalty: 5188.052734
	Iteration 68Q: 3 clusters Score -5650862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -5650857.000000 Penalty: 5188.052734
	Iteration 69Q: 3 clusters Score -5650857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -5650856.000000 Penalty: 5188.052734
	Iteration 70Q: 3 clusters Score -5650856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -5650848.500000 Penalty: 5188.052734
	Iteration 71Q: 3 clusters Score -5650848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -5650861.000000 Penalty: 5188.052734
	Iteration 72Q: 3 clusters Score -5650861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -5650861.500000 Penalty: 5188.052734
	Iteration 73Q: 3 clusters Score -5650862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -5650868.000000 Penalty: 5188.052734
	Iteration 74Q: 3 clusters Score -5650868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -5650871.000000 Penalty: 5188.052734
	Iteration 75Q: 3 clusters Score -5650871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -5650867.500000 Penalty: 5188.052734
	Iteration 76Q: 3 clusters Score -5650868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -5650858.500000 Penalty: 5188.052734
	Iteration 77Q: 3 clusters Score -5650858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -5650864.500000 Penalty: 5188.052734
	Iteration 78Q: 3 clusters Score -5650864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -5650854.500000 Penalty: 5188.052734
	Iteration 79Q: 3 clusters Score -5650854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -5650854.500000 Penalty: 5188.052734
	Iteration 80F: 3 clusters Score -5650854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -5650855.500000 Penalty: 5188.052734
	Iteration 81Q: 3 clusters Score -5650856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -5650862.500000 Penalty: 5188.052734
	Iteration 82Q: 3 clusters Score -5650862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -5650863.000000 Penalty: 5188.052734
	Iteration 83Q: 3 clusters Score -5650863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -5650856.500000 Penalty: 5188.052734
	Iteration 84Q: 3 clusters Score -5650856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5650854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5650864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5650856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5650860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5650856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5650853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5650858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5650860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5650858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5650857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -5650854.000000 Penalty: 5188.052734
	Iteration 95Q: 3 clusters Score -5650854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -5650866.500000 Penalty: 5188.052734
	Iteration 96Q: 3 clusters Score -5650866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5650860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5650858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -5650857.500000 Penalty: 5188.052734
	Iteration 99Q: 3 clusters Score -5650858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -5650859.000000 Penalty: 5188.052734
	Iteration 100F: 3 clusters Score -5650859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -5650868.500000 Penalty: 5188.052734
	Iteration 101Q: 3 clusters Score -5650868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -5650871.500000 Penalty: 5188.052734
	Iteration 102Q: 3 clusters Score -5650872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -5650865.500000 Penalty: 5188.052734
	Iteration 103Q: 3 clusters Score -5650866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5650864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5650862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -5650867.000000 Penalty: 5188.052734
	Iteration 106Q: 3 clusters Score -5650867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5650870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5650871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5650868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5650874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5650867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5650870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5650874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5650874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -5650875.500000 Penalty: 5188.052734
	Iteration 115Q: 3 clusters Score -5650876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -5650881.000000 Penalty: 5188.052734
	Iteration 116Q: 3 clusters Score -5650881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5650880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5650876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5650870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5650876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5650880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5650884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5650882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5650881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -5650885.000000 Penalty: 5188.052734
	Iteration 125Q: 3 clusters Score -5650885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5650884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5650878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5650878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5650885 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5650888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5650888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -5650891.500000 Penalty: 5188.052734
	Iteration 132Q: 3 clusters Score -5650892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5650890 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5650876 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5650878 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5650874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -5650877.000000 Penalty: 5188.052734
	Iteration 137Q: 3 clusters Score -5650877 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5650880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5650893 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5650890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5650888 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5650870 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5650880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5650888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5650890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -5650901.000000 Penalty: 5188.052734
	Iteration 146Q: 3 clusters Score -5650901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5650909 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5650902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5650902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5650898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5650901 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5650901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5650896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5650900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5650902 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5650898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5650908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -5650924.500000 Penalty: 5188.052734
	Iteration 158Q: 3 clusters Score -5650924 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -5650928.000000 Penalty: 5188.052734
	Iteration 159Q: 3 clusters Score -5650928 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -5650914.500000 Penalty: 5188.052734
	Iteration 160F: 3 clusters Score -5650914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -5650915.000000 Penalty: 5188.052734
	Iteration 161Q: 3 clusters Score -5650915 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5650920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5650916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -5650921.500000 Penalty: 5188.052734
	Iteration 164Q: 3 clusters Score -5650922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -5650912.500000 Penalty: 5188.052734
	Iteration 165Q: 3 clusters Score -5650912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5650898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -5650902.500000 Penalty: 5188.052734
	Iteration 167Q: 3 clusters Score -5650902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -5650909.000000 Penalty: 5188.052734
	Iteration 168Q: 3 clusters Score -5650909 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -5650904.000000 Penalty: 5188.052734
	Iteration 169Q: 3 clusters Score -5650904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -5650923.000000 Penalty: 5188.052734
	Iteration 170Q: 3 clusters Score -5650923 nChanged 51
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Mstep: Class 1 contains 16666 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5650922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -5650934.500000 Penalty: 5188.052734
	Iteration 172Q: 3 clusters Score -5650934 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -5650937.500000 Penalty: 5188.052734
	Iteration 173Q: 3 clusters Score -5650938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -5650952.500000 Penalty: 5188.052734
	Iteration 174Q: 3 clusters Score -5650952 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5650952 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -5650957.000000 Penalty: 5188.052734
	Iteration 176Q: 3 clusters Score -5650957 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5650981 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5650988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5650987 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5650988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5650995 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5650996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -5651013.500000 Penalty: 5188.052734
	Iteration 183Q: 3 clusters Score -5651014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5651011 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5651014 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -5651023.000000 Penalty: 5188.052734
	Iteration 186Q: 3 clusters Score -5651023 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -5651022.500000 Penalty: 5188.052734
	Iteration 187Q: 3 clusters Score -5651022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5651022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -5651025.000000 Penalty: 5188.052734
	Iteration 189Q: 3 clusters Score -5651025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -5651028.500000 Penalty: 5188.052734
	Iteration 190Q: 3 clusters Score -5651028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -5651039.500000 Penalty: 5188.052734
	Iteration 191Q: 3 clusters Score -5651040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5651034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -5651020.000000 Penalty: 5188.052734
	Iteration 193Q: 3 clusters Score -5651020 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -5651036.500000 Penalty: 5188.052734
	Iteration 194Q: 3 clusters Score -5651036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5651040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5651040 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -5651056.500000 Penalty: 5188.052734
	Iteration 197Q: 3 clusters Score -5651056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -5651052.500000 Penalty: 5188.052734
	Iteration 198Q: 3 clusters Score -5651052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5651059 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5651057 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -5651084.500000 Penalty: 5188.052734
	Iteration 201Q: 3 clusters Score -5651084 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5651084 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5651088 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5651093 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5651094 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5651102 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -5651116.500000 Penalty: 5188.052734
	Iteration 207Q: 3 clusters Score -5651116 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5651136 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -5651132 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5651130 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5651130 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5651136 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5651146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5651150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -5651160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -5651156.000000 Penalty: 5188.052734
	Iteration 216Q: 3 clusters Score -5651156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -5651162.500000 Penalty: 5188.052734
	Iteration 217Q: 3 clusters Score -5651162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -5651168.000000 Penalty: 5188.052734
	Iteration 218Q: 3 clusters Score -5651168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -5651177.000000 Penalty: 5188.052734
	Iteration 219Q: 3 clusters Score -5651177 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -5651187.000000 Penalty: 5188.052734
	Iteration 220F: 3 clusters Score -5651187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -5651193.500000 Penalty: 5188.052734
	Iteration 221Q: 3 clusters Score -5651194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -5651190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5651188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5651187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -5651188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -5651191 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -5651190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -5651192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -5651194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -5651192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -5651201.000000 Penalty: 5188.052734
	Iteration 231Q: 3 clusters Score -5651201 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -5651194 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -5651188 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -5651186 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -5651186 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -5651175.500000 Penalty: 5188.052734
	Iteration 236Q: 3 clusters Score -5651176 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -5651177 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -5651173.500000 Penalty: 5188.052734
	Iteration 238Q: 3 clusters Score -5651174 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -5651174 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -5651176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -5651193.000000 Penalty: 5188.052734
	Iteration 241Q: 3 clusters Score -5651193 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -5651189.000000 Penalty: 5188.052734
	Iteration 242Q: 3 clusters Score -5651189 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -5651188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -5651185 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -5651186 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -5651196.500000 Penalty: 5188.052734
	Iteration 246Q: 3 clusters Score -5651196 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -5651218.000000 Penalty: 5188.052734
	Iteration 247Q: 3 clusters Score -5651218 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -5651220.000000 Penalty: 5188.052734
	Iteration 248Q: 3 clusters Score -5651220 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -5651227.000000 Penalty: 5188.052734
	Iteration 249Q: 3 clusters Score -5651227 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -5651235.000000 Penalty: 5188.052734
	Iteration 250Q: 3 clusters Score -5651235 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -5651233.500000 Penalty: 5188.052734
	Iteration 251Q: 3 clusters Score -5651234 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -5651234 nChanged 72
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Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -5651231.000000 Penalty: 5188.052734
	Iteration 253Q: 3 clusters Score -5651231 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -5651253.500000 Penalty: 5188.052734
	Iteration 254Q: 3 clusters Score -5651254 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -5651253 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -5651280 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -5651293 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -5651298.500000 Penalty: 5188.052734
	Iteration 258Q: 3 clusters Score -5651298 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -5651310 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -5651305.500000 Penalty: 5188.052734
	Iteration 260F: 3 clusters Score -5651306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -5651299 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -5651309.000000 Penalty: 5188.052734
	Iteration 262Q: 3 clusters Score -5651309 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -5651321.500000 Penalty: 5188.052734
	Iteration 263Q: 3 clusters Score -5651322 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -5651332.000000 Penalty: 5188.052734
	Iteration 264Q: 3 clusters Score -5651332 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -5651335.000000 Penalty: 5188.052734
	Iteration 265Q: 3 clusters Score -5651335 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -5651338.500000 Penalty: 5188.052734
	Iteration 266Q: 3 clusters Score -5651338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -5651338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -5651340.000000 Penalty: 5188.052734
	Iteration 268Q: 3 clusters Score -5651340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -5651344.500000 Penalty: 5188.052734
	Iteration 269Q: 3 clusters Score -5651344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -5651366 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -5651370 nChanged 59
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Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -5651374 nChanged 58
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Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -5651388 nChanged 73
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Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -5651382 nChanged 79
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Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -5651376 nChanged 94
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Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -5651395 nChanged 100
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Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -5651398 nChanged 106
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Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -5651400 nChanged 109
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Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -5651408 nChanged 104
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Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -5651404 nChanged 108
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Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -5651424 nChanged 105
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Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -5651424 nChanged 88
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Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -5651442 nChanged 101
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Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -5651448 nChanged 108
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Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -5651474 nChanged 108
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Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -5651481 nChanged 103
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Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -5651494 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -5651498 nChanged 109
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Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -5651496 nChanged 102
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Mstep: Class 1 contains 22901 members 
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Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -5651524 nChanged 108
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Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -5651520 nChanged 110
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Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -5651553 nChanged 111
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Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -5651577 nChanged 104
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Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -5651590 nChanged 101
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Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -5651601 nChanged 108
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Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -5651610 nChanged 98
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Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -5651631 nChanged 96
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Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -5651634 nChanged 78
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Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -5651644 nChanged 74
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Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -5651656 nChanged 85
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Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -5651658 nChanged 85
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Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -5651680 nChanged 91
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Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 10742 members 
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	Iteration 303Q: 3 clusters Score -5651691 nChanged 85
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Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -5651703 nChanged 80
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Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -5651693 nChanged 88
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Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -5651709 nChanged 87
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Mstep: Class 1 contains 24482 members 
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Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -5651710 nChanged 85
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Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -5651716 nChanged 91
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Mstep: Class 2 contains 10226 members 
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	Iteration 309Q: 3 clusters Score -5651742 nChanged 89
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Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 10137 members 
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	Iteration 310Q: 3 clusters Score -5651736 nChanged 92
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Mstep: Class 1 contains 24839 members 
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Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -5651746 nChanged 91
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Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -5651764 nChanged 99
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Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 9857 members 
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	Iteration 313Q: 3 clusters Score -5651768 nChanged 104
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Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -5651779 nChanged 111
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Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 9644 members 
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	Iteration 315Q: 3 clusters Score -5651781 nChanged 98
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Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 9546 members 
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	Iteration 316Q: 3 clusters Score -5651800 nChanged 110
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Mstep: Class 2 contains 9438 members 
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	Iteration 317Q: 3 clusters Score -5651815 nChanged 108
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Mstep: Class 1 contains 25550 members 
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	Iteration 318Q: 3 clusters Score -5651844 nChanged 112
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Entering Unmasked Estep 
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	Iteration 319Q: 3 clusters Score -5651856 nChanged 106
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Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -5651892 nChanged 108
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Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 9020 members 
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	Iteration 321Q: 3 clusters Score -5651868 nChanged 114
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Mstep: Class 1 contains 25978 members 
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Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -5651888 nChanged 126
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Mstep: Class 1 contains 26100 members 
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Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -5651927 nChanged 131
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Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -5651936 nChanged 143
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Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 8518 members 
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	Iteration 325Q: 3 clusters Score -5651970 nChanged 139
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Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 8381 members 
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	Iteration 326Q: 3 clusters Score -5651984 nChanged 139
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	Iteration 327Q: 3 clusters Score -5652034 nChanged 148
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Mstep: Class 1 contains 26780 members 
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	Iteration 328Q: 3 clusters Score -5652054 nChanged 161
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Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
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	Iteration 329Q: 3 clusters Score -5652060 nChanged 155
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	Iteration 330Q: 3 clusters Score -5652105 nChanged 162
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	Iteration 331Q: 3 clusters Score -5652142 nChanged 155
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Mstep: Class 1 contains 27397 members 
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Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -5652168 nChanged 138
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Mstep: Class 1 contains 27535 members 
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Entering Unmasked Estep 
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	Iteration 333Q: 3 clusters Score -5652200 nChanged 150
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Mstep: Class 1 contains 27683 members 
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Entering Unmasked Estep 
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	Iteration 334Q: 3 clusters Score -5652214 nChanged 138
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Mstep: Class 1 contains 27821 members 
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Entering Unmasked Estep 
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	Iteration 335Q: 3 clusters Score -5652236 nChanged 127
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Mstep: Class 1 contains 27946 members 
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Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -5652260 nChanged 138
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Mstep: Class 1 contains 28084 members 
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	Iteration 337Q: 3 clusters Score -5652298 nChanged 139
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Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -5652316 nChanged 142
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Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -5652326 nChanged 117
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Entering Unmasked Estep 
Score: -5652370.500000 Penalty: 5188.052734
	Iteration 340F: 3 clusters Score -5652370 nChanged 98
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Mstep: Class 1 contains 28570 members 
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Entering Unmasked Estep 
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	Iteration 341Q: 3 clusters Score -5652362 nChanged 78
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Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
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	Iteration 342Q: 3 clusters Score -5652365 nChanged 73
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Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
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	Iteration 343Q: 3 clusters Score -5652367 nChanged 69
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	Iteration 344Q: 3 clusters Score -5652388 nChanged 88
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Entering Unmasked Estep 
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	Iteration 345Q: 3 clusters Score -5652398 nChanged 79
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Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 5935 members 
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	Iteration 346Q: 3 clusters Score -5652410 nChanged 75
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	Iteration 347Q: 3 clusters Score -5652422 nChanged 66
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Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -5652430 nChanged 68
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Entering Unmasked Estep 
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	Iteration 349Q: 3 clusters Score -5652450 nChanged 59
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	Iteration 350Q: 3 clusters Score -5652461 nChanged 77
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	Iteration 351Q: 3 clusters Score -5652490 nChanged 84
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Mstep: Class 2 contains 5516 members 
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	Iteration 352Q: 3 clusters Score -5652487 nChanged 84
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Entering Unmasked Estep 
Score: -5652503.500000 Penalty: 5188.052734
	Iteration 353Q: 3 clusters Score -5652504 nChanged 80
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	Iteration 354Q: 3 clusters Score -5652510 nChanged 89
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	Iteration 355Q: 3 clusters Score -5652510 nChanged 68
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Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
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	Iteration 356Q: 3 clusters Score -5652514 nChanged 77
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Entering Unmasked Estep 
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	Iteration 357Q: 3 clusters Score -5652521 nChanged 68
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Mstep: Class 1 contains 29822 members 
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	Iteration 358Q: 3 clusters Score -5652534 nChanged 65
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Mstep: Class 1 contains 29887 members 
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Entering Unmasked Estep 
Score: -5652551.500000 Penalty: 5188.052734
	Iteration 359Q: 3 clusters Score -5652552 nChanged 73
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Mstep: Class 1 contains 29958 members 
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Entering Unmasked Estep 
Score: -5652573.000000 Penalty: 5188.052734
	Iteration 360F: 3 clusters Score -5652573 nChanged 79
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Mstep: Class 1 contains 30035 members 
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Entering Unmasked Estep 
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	Iteration 361Q: 3 clusters Score -5652582 nChanged 77
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Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -5652603.000000 Penalty: 5188.052734
	Iteration 362Q: 3 clusters Score -5652603 nChanged 79
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Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
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	Iteration 363Q: 3 clusters Score -5652616 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -5652638.000000 Penalty: 5188.052734
	Iteration 364Q: 3 clusters Score -5652638 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -5652656.000000 Penalty: 5188.052734
	Iteration 365Q: 3 clusters Score -5652656 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -5652696.000000 Penalty: 5188.052734
	Iteration 366Q: 3 clusters Score -5652696 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -5652716.000000 Penalty: 5188.052734
	Iteration 367Q: 3 clusters Score -5652716 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -5652745.000000 Penalty: 5188.052734
	Iteration 368Q: 3 clusters Score -5652745 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -5652763.000000 Penalty: 5188.052734
	Iteration 369Q: 3 clusters Score -5652763 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -5652788.000000 Penalty: 5188.052734
	Iteration 370Q: 3 clusters Score -5652788 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -5652798.000000 Penalty: 5188.052734
	Iteration 371Q: 3 clusters Score -5652798 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -5652819.500000 Penalty: 5188.052734
	Iteration 372Q: 3 clusters Score -5652820 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -5652843.500000 Penalty: 5188.052734
	Iteration 373Q: 3 clusters Score -5652844 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -5652872.000000 Penalty: 5188.052734
	Iteration 374Q: 3 clusters Score -5652872 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -5652877.500000 Penalty: 5188.052734
	Iteration 375Q: 3 clusters Score -5652878 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -5652890.000000 Penalty: 5188.052734
	Iteration 376Q: 3 clusters Score -5652890 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -5652882.000000 Penalty: 5188.052734
	Iteration 377Q: 3 clusters Score -5652882 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -5652917.500000 Penalty: 5188.052734
	Iteration 378Q: 3 clusters Score -5652918 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -5652922.500000 Penalty: 5188.052734
	Iteration 379Q: 3 clusters Score -5652922 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -5652932.000000 Penalty: 5188.052734
	Iteration 380F: 3 clusters Score -5652932 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -5652953.500000 Penalty: 5188.052734
	Iteration 381Q: 3 clusters Score -5652954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -5652962.000000 Penalty: 5188.052734
	Iteration 382Q: 3 clusters Score -5652962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -5652968.500000 Penalty: 5188.052734
	Iteration 383Q: 3 clusters Score -5652968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -5652983.500000 Penalty: 5188.052734
	Iteration 384Q: 3 clusters Score -5652984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -5652980.500000 Penalty: 5188.052734
	Iteration 385Q: 3 clusters Score -5652980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -5652989.000000 Penalty: 5188.052734
	Iteration 386Q: 3 clusters Score -5652989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -5652995.500000 Penalty: 5188.052734
	Iteration 387Q: 3 clusters Score -5652996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5652989.500000 Penalty: 5188.052734
	Iteration 388Q: 3 clusters Score -5652990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -5652999.500000 Penalty: 5188.052734
	Iteration 389Q: 3 clusters Score -5653000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -5652999.500000 Penalty: 5188.052734
	Iteration 390Q: 3 clusters Score -5653000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -5653014.000000 Penalty: 5188.052734
	Iteration 391Q: 3 clusters Score -5653014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -5653015.000000 Penalty: 5188.052734
	Iteration 392Q: 3 clusters Score -5653015 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -5653024.500000 Penalty: 5188.052734
	Iteration 393Q: 3 clusters Score -5653024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -5653024.500000 Penalty: 5188.052734
	Iteration 394Q: 3 clusters Score -5653024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -5653030.500000 Penalty: 5188.052734
	Iteration 395Q: 3 clusters Score -5653030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -5653046.500000 Penalty: 5188.052734
	Iteration 396Q: 3 clusters Score -5653046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -5653060.000000 Penalty: 5188.052734
	Iteration 397Q: 3 clusters Score -5653060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5653056.000000 Penalty: 5188.052734
	Iteration 398Q: 3 clusters Score -5653056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5653058.000000 Penalty: 5188.052734
	Iteration 399Q: 3 clusters Score -5653058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -5653065.500000 Penalty: 5188.052734
	Iteration 400F: 3 clusters Score -5653066 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -5653081.500000 Penalty: 5188.052734
	Iteration 401Q: 3 clusters Score -5653082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5653114.500000 Penalty: 5188.052734
	Iteration 402Q: 3 clusters Score -5653114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5653119.500000 Penalty: 5188.052734
	Iteration 403Q: 3 clusters Score -5653120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5653134.500000 Penalty: 5188.052734
	Iteration 404Q: 3 clusters Score -5653134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5653148.000000 Penalty: 5188.052734
	Iteration 405Q: 3 clusters Score -5653148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5653159.000000 Penalty: 5188.052734
	Iteration 406Q: 3 clusters Score -5653159 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5653177.000000 Penalty: 5188.052734
	Iteration 407Q: 3 clusters Score -5653177 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -5653197.500000 Penalty: 5188.052734
	Iteration 408Q: 3 clusters Score -5653198 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5653216.500000 Penalty: 5188.052734
	Iteration 409Q: 3 clusters Score -5653216 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -5653251.500000 Penalty: 5188.052734
	Iteration 410Q: 3 clusters Score -5653252 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5653285.000000 Penalty: 5188.052734
	Iteration 411Q: 3 clusters Score -5653285 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5653296.000000 Penalty: 5188.052734
	Iteration 412Q: 3 clusters Score -5653296 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5653308.500000 Penalty: 5188.052734
	Iteration 413Q: 3 clusters Score -5653308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5653328.000000 Penalty: 5188.052734
	Iteration 414Q: 3 clusters Score -5653328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5653321.500000 Penalty: 5188.052734
	Iteration 415Q: 3 clusters Score -5653322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5653345.000000 Penalty: 5188.052734
	Iteration 416Q: 3 clusters Score -5653345 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5653350.000000 Penalty: 5188.052734
	Iteration 417Q: 3 clusters Score -5653350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5653356.000000 Penalty: 5188.052734
	Iteration 418Q: 3 clusters Score -5653356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5653362.500000 Penalty: 5188.052734
	Iteration 419Q: 3 clusters Score -5653362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5653351.000000 Penalty: 5188.052734
	Iteration 420F: 3 clusters Score -5653351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5653353.500000 Penalty: 5188.052734
	Iteration 421Q: 3 clusters Score -5653354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5653378.500000 Penalty: 5188.052734
	Iteration 422Q: 3 clusters Score -5653378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5653386.000000 Penalty: 5188.052734
	Iteration 423Q: 3 clusters Score -5653386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5653395.000000 Penalty: 5188.052734
	Iteration 424Q: 3 clusters Score -5653395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5653402.000000 Penalty: 5188.052734
	Iteration 425Q: 3 clusters Score -5653402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5653398.000000 Penalty: 5188.052734
	Iteration 426Q: 3 clusters Score -5653398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5653402.000000 Penalty: 5188.052734
	Iteration 427Q: 3 clusters Score -5653402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5653406.500000 Penalty: 5188.052734
	Iteration 428Q: 3 clusters Score -5653406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5653412.500000 Penalty: 5188.052734
	Iteration 429Q: 3 clusters Score -5653412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5653414.000000 Penalty: 5188.052734
	Iteration 430Q: 3 clusters Score -5653414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5653415.000000 Penalty: 5188.052734
	Iteration 431Q: 3 clusters Score -5653415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5653413.000000 Penalty: 5188.052734
	Iteration 432Q: 3 clusters Score -5653413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5653413.000000 Penalty: 5188.052734
	Iteration 433F: 3 clusters Score -5653413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -150560.421875 Penalty: 1700.663452
	Iteration 0F: 2 clusters Score -150560.4 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 469 members 
Entering Unmasked Estep 
Score: -148674.812500 Penalty: 3401.326904
	Iteration 0F: 3 clusters Score -148674.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -149074.765625 Penalty: 3401.326904
	Iteration 1F: 3 clusters Score -149074.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -149251.203125 Penalty: 3401.326904
	Iteration 2F: 3 clusters Score -149251.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -149469.968750 Penalty: 3401.326904
	Iteration 3F: 3 clusters Score -149470 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -149663.406250 Penalty: 3401.326904
	Iteration 4F: 3 clusters Score -149663.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -149790.859375 Penalty: 3401.326904
	Iteration 5Q: 3 clusters Score -149790.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -149852.218750 Penalty: 3401.326904
	Iteration 6Q: 3 clusters Score -149852.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -149905.250000 Penalty: 3401.326904
	Iteration 7Q: 3 clusters Score -149905.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -149963.781250 Penalty: 3401.326904
	Iteration 8Q: 3 clusters Score -149963.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -150032.718750 Penalty: 3401.326904
	Iteration 9Q: 3 clusters Score -150032.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -150097.875000 Penalty: 3401.326904
	Iteration 10Q: 3 clusters Score -150097.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -150267.703125 Penalty: 3401.326904
	Iteration 11Q: 3 clusters Score -150267.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -150482.453125 Penalty: 3401.326904
	Iteration 12Q: 3 clusters Score -150482.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -150527.421875 Penalty: 3401.326904
	Iteration 13Q: 3 clusters Score -150527.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -150552.156250 Penalty: 3401.326904
	Iteration 14Q: 3 clusters Score -150552.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -150572.765625 Penalty: 3401.326904
	Iteration 15Q: 3 clusters Score -150572.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -150600.093750 Penalty: 3401.326904
	Iteration 16Q: 3 clusters Score -150600.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -150632.109375 Penalty: 3401.326904
	Iteration 17Q: 3 clusters Score -150632.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -150670.031250 Penalty: 3401.326904
	Iteration 18Q: 3 clusters Score -150670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -150701.890625 Penalty: 3401.326904
	Iteration 19Q: 3 clusters Score -150701.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -150748.953125 Penalty: 3401.326904
	Iteration 20F: 3 clusters Score -150749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -150835.515625 Penalty: 3401.326904
	Iteration 21Q: 3 clusters Score -150835.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -150902.484375 Penalty: 3401.326904
	Iteration 22Q: 3 clusters Score -150902.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -150933.578125 Penalty: 3401.326904
	Iteration 23Q: 3 clusters Score -150933.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -150942.187500 Penalty: 3401.326904
	Iteration 24Q: 3 clusters Score -150942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -150944.921875 Penalty: 3401.326904
	Iteration 25Q: 3 clusters Score -150944.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -150947.562500 Penalty: 3401.326904
	Iteration 26Q: 3 clusters Score -150947.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -150947.562500 Penalty: 3401.326904
	Iteration 27F: 3 clusters Score -150947.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 34884 members 
Mstep: Class 3 contains 497 members 
Mstep: Class 4 contains 61440 members 
Mstep: Class 5 contains 33418 members 
Mstep: Class 6 contains 6054 members 
Mstep: Class 7 contains 7654 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 31255 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6450 members 
Mstep: Class 12 contains 33707 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10339 members 
Mstep: Class 15 contains 2822 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61727 members 
Mstep: Class 18 contains 4989 members 
Mstep: Class 19 contains 13728 members 
Mstep: Class 20 contains 75106 members 
Mstep: Class 21 contains 17712 members 
Mstep: Class 22 contains 19985 members 
Mstep: Class 23 contains 5744 members 
Mstep: Class 24 contains 4557 members 
Mstep: Class 25 contains 3510 members 
Mstep: Class 26 contains 6457 members 
Mstep: Class 27 contains 7256 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11412 members 
Mstep: Class 32 contains 13268 members 
Mstep: Class 33 contains 5653 members 
Mstep: Class 34 contains 52906 members 
Mstep: Class 35 contains 11840 members 
Mstep: Class 36 contains 4440 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2404 members 
Mstep: Class 39 contains 52615 members 
Mstep: Class 40 contains 2008 members 
Mstep: Class 41 contains 18370 members 
Mstep: Class 42 contains 1409 members 
Mstep: Class 43 contains 722 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7442 members 
Mstep: Class 47 contains 16809 members 
Mstep: Class 48 contains 5892 members 
Mstep: Class 49 contains 1518 members 
Mstep: Class 50 contains 454 members 
Entering Unmasked Estep 
Score: -115055056.000000 Penalty: 166910.750000
Splitting cluster 3 changes total score from -115056448.000000 to -115055056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (61440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Entering Unmasked Estep 
Score: -10611427.000000 Penalty: 2734.402344
	Iteration 0F: 2 clusters Score -1.061143e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -10574080.000000 Penalty: 5468.804688
	Iteration 0F: 3 clusters Score -1.057408e+07 nChanged 28545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -10590110.000000 Penalty: 5468.804688
	Iteration 1F: 3 clusters Score -1.059011e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -10591019.000000 Penalty: 5468.804688
	Iteration 2Q: 3 clusters Score -1.059102e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -10592100.000000 Penalty: 5468.804688
	Iteration 3Q: 3 clusters Score -1.05921e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -10593724.000000 Penalty: 5468.804688
	Iteration 4F: 3 clusters Score -1.059372e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -10596460.000000 Penalty: 5468.804688
	Iteration 5F: 3 clusters Score -1.059646e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -10600114.000000 Penalty: 5468.804688
	Iteration 6F: 3 clusters Score -1.060011e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -10604160.000000 Penalty: 5468.804688
	Iteration 7F: 3 clusters Score -1.060416e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55662 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -10606839.000000 Penalty: 5468.804688
	Iteration 8F: 3 clusters Score -1.060684e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -10608212.000000 Penalty: 5468.804688
	Iteration 9Q: 3 clusters Score -1.060821e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -10608619.000000 Penalty: 5468.804688
	Iteration 10Q: 3 clusters Score -1.060862e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59907 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -10608901.000000 Penalty: 5468.804688
	Iteration 11Q: 3 clusters Score -1.06089e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -10609065.000000 Penalty: 5468.804688
	Iteration 12Q: 3 clusters Score -1.060906e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -10609211.000000 Penalty: 5468.804688
	Iteration 13Q: 3 clusters Score -1.060921e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -10609293.000000 Penalty: 5468.804688
	Iteration 14Q: 3 clusters Score -1.060929e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60675 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10609317.000000 Penalty: 5468.804688
	Iteration 15Q: 3 clusters Score -1.060932e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60728 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -10609356.000000 Penalty: 5468.804688
	Iteration 16Q: 3 clusters Score -1.060936e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60767 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -10609377.000000 Penalty: 5468.804688
	Iteration 17Q: 3 clusters Score -1.060938e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10609389.000000 Penalty: 5468.804688
	Iteration 18Q: 3 clusters Score -1.060939e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60810 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -10609380.000000 Penalty: 5468.804688
	Iteration 19Q: 3 clusters Score -1.060938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60819 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -10609372.000000 Penalty: 5468.804688
	Iteration 20F: 3 clusters Score -1.060937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10609364.000000 Penalty: 5468.804688
	Iteration 21Q: 3 clusters Score -1.060936e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60830 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -10609374.000000 Penalty: 5468.804688
	Iteration 22Q: 3 clusters Score -1.060937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10609383.000000 Penalty: 5468.804688
	Iteration 23Q: 3 clusters Score -1.060938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -10609382.000000 Penalty: 5468.804688
	Iteration 24Q: 3 clusters Score -1.060938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10609388.000000 Penalty: 5468.804688
	Iteration 25Q: 3 clusters Score -1.060939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -10609396.000000 Penalty: 5468.804688
	Iteration 26Q: 3 clusters Score -1.06094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60860 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10609381.000000 Penalty: 5468.804688
	Iteration 27Q: 3 clusters Score -1.060938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60869 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -10609368.000000 Penalty: 5468.804688
	Iteration 28Q: 3 clusters Score -1.060937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60871 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10609366.000000 Penalty: 5468.804688
	Iteration 29Q: 3 clusters Score -1.060937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60871 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10609366.000000 Penalty: 5468.804688
	Iteration 30F: 3 clusters Score -1.060937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Entering Unmasked Estep 
Score: -5653602.500000 Penalty: 2583.378906
	Iteration 0F: 2 clusters Score -5653602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -5630741.500000 Penalty: 5166.757812
	Iteration 0F: 3 clusters Score -5630742 nChanged 15155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -5639180.500000 Penalty: 5166.757812
	Iteration 1F: 3 clusters Score -5639180 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -5639847.000000 Penalty: 5166.757812
	Iteration 2F: 3 clusters Score -5639847 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -5640468.000000 Penalty: 5166.757812
	Iteration 3Q: 3 clusters Score -5640468 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -5641241.000000 Penalty: 5166.757812
	Iteration 4Q: 3 clusters Score -5641241 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -5642118.500000 Penalty: 5166.757812
	Iteration 5F: 3 clusters Score -5642118 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -5643320.500000 Penalty: 5166.757812
	Iteration 6F: 3 clusters Score -5643320 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -5644833.000000 Penalty: 5166.757812
	Iteration 7F: 3 clusters Score -5644833 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -5646407.000000 Penalty: 5166.757812
	Iteration 8F: 3 clusters Score -5646407 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -5647591.500000 Penalty: 5166.757812
	Iteration 9F: 3 clusters Score -5647592 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -5648387.500000 Penalty: 5166.757812
	Iteration 10Q: 3 clusters Score -5648388 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -5648928.500000 Penalty: 5166.757812
	Iteration 11Q: 3 clusters Score -5648928 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -5649270.000000 Penalty: 5166.757812
	Iteration 12Q: 3 clusters Score -5649270 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -5649610.000000 Penalty: 5166.757812
	Iteration 13Q: 3 clusters Score -5649610 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -5649917.500000 Penalty: 5166.757812
	Iteration 14Q: 3 clusters Score -5649918 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -5650192.500000 Penalty: 5166.757812
	Iteration 15Q: 3 clusters Score -5650192 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -5650411.000000 Penalty: 5166.757812
	Iteration 16Q: 3 clusters Score -5650411 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -5650561.500000 Penalty: 5166.757812
	Iteration 17Q: 3 clusters Score -5650562 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -5650642.500000 Penalty: 5166.757812
	Iteration 18Q: 3 clusters Score -5650642 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -5650692.000000 Penalty: 5166.757812
	Iteration 19Q: 3 clusters Score -5650692 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -5650704.500000 Penalty: 5166.757812
	Iteration 20F: 3 clusters Score -5650704 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -5650727.500000 Penalty: 5166.757812
	Iteration 21Q: 3 clusters Score -5650728 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -5650754.500000 Penalty: 5166.757812
	Iteration 22Q: 3 clusters Score -5650754 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -5650781.500000 Penalty: 5166.757812
	Iteration 23Q: 3 clusters Score -5650782 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -5650792.500000 Penalty: 5166.757812
	Iteration 24Q: 3 clusters Score -5650792 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -5650799.000000 Penalty: 5166.757812
	Iteration 25Q: 3 clusters Score -5650799 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -5650813.500000 Penalty: 5166.757812
	Iteration 26Q: 3 clusters Score -5650814 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -5650835.500000 Penalty: 5166.757812
	Iteration 27Q: 3 clusters Score -5650836 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -5650825.000000 Penalty: 5166.757812
	Iteration 28Q: 3 clusters Score -5650825 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -5650843.500000 Penalty: 5166.757812
	Iteration 29Q: 3 clusters Score -5650844 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -5650841.500000 Penalty: 5166.757812
	Iteration 30Q: 3 clusters Score -5650842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -5650839.000000 Penalty: 5166.757812
	Iteration 31Q: 3 clusters Score -5650839 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -5650845.500000 Penalty: 5166.757812
	Iteration 32Q: 3 clusters Score -5650846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -5650848.000000 Penalty: 5166.757812
	Iteration 33Q: 3 clusters Score -5650848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -5650841.000000 Penalty: 5166.757812
	Iteration 34Q: 3 clusters Score -5650841 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -5650848.000000 Penalty: 5166.757812
	Iteration 35Q: 3 clusters Score -5650848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -5650851.000000 Penalty: 5166.757812
	Iteration 36Q: 3 clusters Score -5650851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -5650851.000000 Penalty: 5166.757812
	Iteration 37Q: 3 clusters Score -5650851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -5650850.000000 Penalty: 5166.757812
	Iteration 38Q: 3 clusters Score -5650850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -5650856.000000 Penalty: 5166.757812
	Iteration 39Q: 3 clusters Score -5650856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -5650847.000000 Penalty: 5166.757812
	Iteration 40F: 3 clusters Score -5650847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -5650841.000000 Penalty: 5166.757812
	Iteration 41Q: 3 clusters Score -5650841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -5650850.500000 Penalty: 5166.757812
	Iteration 42Q: 3 clusters Score -5650850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -5650847.500000 Penalty: 5166.757812
	Iteration 43Q: 3 clusters Score -5650848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -5650849.500000 Penalty: 5166.757812
	Iteration 44Q: 3 clusters Score -5650850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -5650850.500000 Penalty: 5166.757812
	Iteration 45Q: 3 clusters Score -5650850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -5650844.000000 Penalty: 5166.757812
	Iteration 46Q: 3 clusters Score -5650844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -5650853.500000 Penalty: 5166.757812
	Iteration 47Q: 3 clusters Score -5650854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -5650856.500000 Penalty: 5166.757812
	Iteration 48Q: 3 clusters Score -5650856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -5650861.500000 Penalty: 5166.757812
	Iteration 49Q: 3 clusters Score -5650862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -5650853.500000 Penalty: 5166.757812
	Iteration 50Q: 3 clusters Score -5650854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -5650857.500000 Penalty: 5166.757812
	Iteration 51Q: 3 clusters Score -5650858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -5650857.500000 Penalty: 5166.757812
	Iteration 52Q: 3 clusters Score -5650858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -5650855.000000 Penalty: 5166.757812
	Iteration 53Q: 3 clusters Score -5650855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -5650862.000000 Penalty: 5166.757812
	Iteration 54Q: 3 clusters Score -5650862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -5650855.000000 Penalty: 5166.757812
	Iteration 55Q: 3 clusters Score -5650855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -5650859.000000 Penalty: 5166.757812
	Iteration 56Q: 3 clusters Score -5650859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -5650862.500000 Penalty: 5166.757812
	Iteration 57Q: 3 clusters Score -5650862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -5650861.000000 Penalty: 5166.757812
	Iteration 58Q: 3 clusters Score -5650861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -5650865.500000 Penalty: 5166.757812
	Iteration 59Q: 3 clusters Score -5650866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -5650867.500000 Penalty: 5166.757812
	Iteration 60F: 3 clusters Score -5650868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -5650856.500000 Penalty: 5166.757812
	Iteration 61Q: 3 clusters Score -5650856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -5650858.500000 Penalty: 5166.757812
	Iteration 62Q: 3 clusters Score -5650858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -5650860.500000 Penalty: 5166.757812
	Iteration 63Q: 3 clusters Score -5650860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -5650861.500000 Penalty: 5166.757812
	Iteration 64Q: 3 clusters Score -5650862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -5650858.500000 Penalty: 5166.757812
	Iteration 65Q: 3 clusters Score -5650858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -5650858.500000 Penalty: 5166.757812
	Iteration 66F: 3 clusters Score -5650858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Entering Unmasked Estep 
Score: -999874.500000 Penalty: 2159.701660
	Iteration 0F: 2 clusters Score -999874.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -994727.187500 Penalty: 4319.403320
	Iteration 0F: 3 clusters Score -994727.2 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -996011.250000 Penalty: 4319.403320
	Iteration 1F: 3 clusters Score -996011.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -996404.187500 Penalty: 4319.403320
	Iteration 2F: 3 clusters Score -996404.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -996699.687500 Penalty: 4319.403320
	Iteration 3F: 3 clusters Score -996699.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -996943.562500 Penalty: 4319.403320
	Iteration 4F: 3 clusters Score -996943.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -997155.250000 Penalty: 4319.403320
	Iteration 5F: 3 clusters Score -997155.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -997350.250000 Penalty: 4319.403320
	Iteration 6Q: 3 clusters Score -997350.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -997489.437500 Penalty: 4319.403320
	Iteration 7Q: 3 clusters Score -997489.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -997592.937500 Penalty: 4319.403320
	Iteration 8Q: 3 clusters Score -997592.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -997661.500000 Penalty: 4319.403320
	Iteration 9Q: 3 clusters Score -997661.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -997722.500000 Penalty: 4319.403320
	Iteration 10Q: 3 clusters Score -997722.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -997766.062500 Penalty: 4319.403320
	Iteration 11Q: 3 clusters Score -997766.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -997806.937500 Penalty: 4319.403320
	Iteration 12Q: 3 clusters Score -997806.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -997844.937500 Penalty: 4319.403320
	Iteration 13Q: 3 clusters Score -997844.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -997877.875000 Penalty: 4319.403320
	Iteration 14Q: 3 clusters Score -997877.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -997917.937500 Penalty: 4319.403320
	Iteration 15Q: 3 clusters Score -997917.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -997952.562500 Penalty: 4319.403320
	Iteration 16Q: 3 clusters Score -997952.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -997977.375000 Penalty: 4319.403320
	Iteration 17Q: 3 clusters Score -997977.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -997997.500000 Penalty: 4319.403320
	Iteration 18Q: 3 clusters Score -997997.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -998014.500000 Penalty: 4319.403320
	Iteration 19Q: 3 clusters Score -998014.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -998033.937500 Penalty: 4319.403320
	Iteration 20F: 3 clusters Score -998033.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -998054.312500 Penalty: 4319.403320
	Iteration 21Q: 3 clusters Score -998054.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -998071.437500 Penalty: 4319.403320
	Iteration 22Q: 3 clusters Score -998071.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -998087.875000 Penalty: 4319.403320
	Iteration 23Q: 3 clusters Score -998087.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -998104.812500 Penalty: 4319.403320
	Iteration 24Q: 3 clusters Score -998104.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -998120.312500 Penalty: 4319.403320
	Iteration 25Q: 3 clusters Score -998120.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -998129.625000 Penalty: 4319.403320
	Iteration 26Q: 3 clusters Score -998129.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -998135.125000 Penalty: 4319.403320
	Iteration 27Q: 3 clusters Score -998135.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -998141.562500 Penalty: 4319.403320
	Iteration 28Q: 3 clusters Score -998141.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -998146.500000 Penalty: 4319.403320
	Iteration 29Q: 3 clusters Score -998146.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -998151.812500 Penalty: 4319.403320
	Iteration 30Q: 3 clusters Score -998151.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -998156.000000 Penalty: 4319.403320
	Iteration 31Q: 3 clusters Score -998156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -998159.625000 Penalty: 4319.403320
	Iteration 32Q: 3 clusters Score -998159.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -998166.625000 Penalty: 4319.403320
	Iteration 33Q: 3 clusters Score -998166.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -998170.687500 Penalty: 4319.403320
	Iteration 34Q: 3 clusters Score -998170.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -998170.437500 Penalty: 4319.403320
	Iteration 35Q: 3 clusters Score -998170.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -998170.312500 Penalty: 4319.403320
	Iteration 36Q: 3 clusters Score -998170.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -998171.937500 Penalty: 4319.403320
	Iteration 37Q: 3 clusters Score -998171.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -998173.750000 Penalty: 4319.403320
	Iteration 38Q: 3 clusters Score -998173.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -998175.562500 Penalty: 4319.403320
	Iteration 39Q: 3 clusters Score -998175.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -998179.250000 Penalty: 4319.403320
	Iteration 40F: 3 clusters Score -998179.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -998179.687500 Penalty: 4319.403320
	Iteration 41Q: 3 clusters Score -998179.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -998181.250000 Penalty: 4319.403320
	Iteration 42Q: 3 clusters Score -998181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -998181.625000 Penalty: 4319.403320
	Iteration 43Q: 3 clusters Score -998181.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -998181.625000 Penalty: 4319.403320
	Iteration 44F: 3 clusters Score -998181.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Entering Unmasked Estep 
Score: -1318073.250000 Penalty: 2217.859863
	Iteration 0F: 2 clusters Score -1318073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1311928.500000 Penalty: 4435.719727
	Iteration 0F: 3 clusters Score -1311928 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1313609.875000 Penalty: 4435.719727
	Iteration 1F: 3 clusters Score -1313610 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1313879.375000 Penalty: 4435.719727
	Iteration 2F: 3 clusters Score -1313879 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1314054.125000 Penalty: 4435.719727
	Iteration 3Q: 3 clusters Score -1314054 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1314202.000000 Penalty: 4435.719727
	Iteration 4Q: 3 clusters Score -1314202 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1314327.125000 Penalty: 4435.719727
	Iteration 5Q: 3 clusters Score -1314327 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1314422.125000 Penalty: 4435.719727
	Iteration 6Q: 3 clusters Score -1314422 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1314501.500000 Penalty: 4435.719727
	Iteration 7Q: 3 clusters Score -1314502 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1314579.750000 Penalty: 4435.719727
	Iteration 8Q: 3 clusters Score -1314580 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1314667.125000 Penalty: 4435.719727
	Iteration 9Q: 3 clusters Score -1314667 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1314760.750000 Penalty: 4435.719727
	Iteration 10Q: 3 clusters Score -1314761 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1314855.750000 Penalty: 4435.719727
	Iteration 11Q: 3 clusters Score -1314856 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1314933.625000 Penalty: 4435.719727
	Iteration 12Q: 3 clusters Score -1314934 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1314991.125000 Penalty: 4435.719727
	Iteration 13Q: 3 clusters Score -1314991 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1315053.250000 Penalty: 4435.719727
	Iteration 14Q: 3 clusters Score -1315053 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1315100.250000 Penalty: 4435.719727
	Iteration 15Q: 3 clusters Score -1315100 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1315142.125000 Penalty: 4435.719727
	Iteration 16Q: 3 clusters Score -1315142 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1315192.625000 Penalty: 4435.719727
	Iteration 17Q: 3 clusters Score -1315193 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1315240.000000 Penalty: 4435.719727
	Iteration 18Q: 3 clusters Score -1315240 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1315273.500000 Penalty: 4435.719727
	Iteration 19Q: 3 clusters Score -1315274 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1315301.000000 Penalty: 4435.719727
	Iteration 20F: 3 clusters Score -1315301 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1315331.125000 Penalty: 4435.719727
	Iteration 21Q: 3 clusters Score -1315331 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1315358.125000 Penalty: 4435.719727
	Iteration 22Q: 3 clusters Score -1315358 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1315388.875000 Penalty: 4435.719727
	Iteration 23Q: 3 clusters Score -1315389 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1315421.250000 Penalty: 4435.719727
	Iteration 24Q: 3 clusters Score -1315421 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1315451.125000 Penalty: 4435.719727
	Iteration 25Q: 3 clusters Score -1315451 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1315489.875000 Penalty: 4435.719727
	Iteration 26Q: 3 clusters Score -1315490 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1315526.000000 Penalty: 4435.719727
	Iteration 27Q: 3 clusters Score -1315526 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1315556.125000 Penalty: 4435.719727
	Iteration 28Q: 3 clusters Score -1315556 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1315585.750000 Penalty: 4435.719727
	Iteration 29Q: 3 clusters Score -1315586 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1315626.000000 Penalty: 4435.719727
	Iteration 30Q: 3 clusters Score -1315626 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1315655.125000 Penalty: 4435.719727
	Iteration 31Q: 3 clusters Score -1315655 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1315684.250000 Penalty: 4435.719727
	Iteration 32Q: 3 clusters Score -1315684 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1315710.875000 Penalty: 4435.719727
	Iteration 33Q: 3 clusters Score -1315711 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1315730.875000 Penalty: 4435.719727
	Iteration 34Q: 3 clusters Score -1315731 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1315757.250000 Penalty: 4435.719727
	Iteration 35Q: 3 clusters Score -1315757 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1315777.250000 Penalty: 4435.719727
	Iteration 36Q: 3 clusters Score -1315777 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1315800.250000 Penalty: 4435.719727
	Iteration 37Q: 3 clusters Score -1315800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1315822.375000 Penalty: 4435.719727
	Iteration 38Q: 3 clusters Score -1315822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1315845.500000 Penalty: 4435.719727
	Iteration 39Q: 3 clusters Score -1315846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1315865.000000 Penalty: 4435.719727
	Iteration 40F: 3 clusters Score -1315865 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1315885.750000 Penalty: 4435.719727
	Iteration 41Q: 3 clusters Score -1315886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1315896.875000 Penalty: 4435.719727
	Iteration 42Q: 3 clusters Score -1315897 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1315912.375000 Penalty: 4435.719727
	Iteration 43Q: 3 clusters Score -1315912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1315931.000000 Penalty: 4435.719727
	Iteration 44Q: 3 clusters Score -1315931 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1315952.000000 Penalty: 4435.719727
	Iteration 45Q: 3 clusters Score -1315952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1315973.125000 Penalty: 4435.719727
	Iteration 46Q: 3 clusters Score -1315973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1315987.625000 Penalty: 4435.719727
	Iteration 47Q: 3 clusters Score -1315988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1316002.250000 Penalty: 4435.719727
	Iteration 48Q: 3 clusters Score -1316002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1316012.625000 Penalty: 4435.719727
	Iteration 49Q: 3 clusters Score -1316013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1316021.375000 Penalty: 4435.719727
	Iteration 50Q: 3 clusters Score -1316021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1316029.750000 Penalty: 4435.719727
	Iteration 51Q: 3 clusters Score -1316030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1316036.125000 Penalty: 4435.719727
	Iteration 52Q: 3 clusters Score -1316036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1316038.250000 Penalty: 4435.719727
	Iteration 53Q: 3 clusters Score -1316038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1316041.875000 Penalty: 4435.719727
	Iteration 54Q: 3 clusters Score -1316042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1316045.500000 Penalty: 4435.719727
	Iteration 55Q: 3 clusters Score -1316046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1316045.875000 Penalty: 4435.719727
	Iteration 56Q: 3 clusters Score -1316046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1316046.375000 Penalty: 4435.719727
	Iteration 57Q: 3 clusters Score -1316046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1316048.125000 Penalty: 4435.719727
	Iteration 58Q: 3 clusters Score -1316048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1316050.625000 Penalty: 4435.719727
	Iteration 59Q: 3 clusters Score -1316051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1316051.625000 Penalty: 4435.719727
	Iteration 60F: 3 clusters Score -1316052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1316053.125000 Penalty: 4435.719727
	Iteration 61Q: 3 clusters Score -1316053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1316055.250000 Penalty: 4435.719727
	Iteration 62Q: 3 clusters Score -1316055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1316054.125000 Penalty: 4435.719727
	Iteration 63Q: 3 clusters Score -1316054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1316054.250000 Penalty: 4435.719727
	Iteration 64Q: 3 clusters Score -1316054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1316056.375000 Penalty: 4435.719727
	Iteration 65Q: 3 clusters Score -1316056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1316057.250000 Penalty: 4435.719727
	Iteration 66Q: 3 clusters Score -1316057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1316057.250000 Penalty: 4435.719727
	Iteration 67F: 3 clusters Score -1316057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -290408.750000 Penalty: 1868.090698
	Iteration 0F: 2 clusters Score -290408.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -287928.937500 Penalty: 3736.181396
	Iteration 0F: 3 clusters Score -287928.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -288441.125000 Penalty: 3736.181396
	Iteration 1F: 3 clusters Score -288441.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -288569.093750 Penalty: 3736.181396
	Iteration 2F: 3 clusters Score -288569.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -288641.781250 Penalty: 3736.181396
	Iteration 3Q: 3 clusters Score -288641.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -288687.000000 Penalty: 3736.181396
	Iteration 4Q: 3 clusters Score -288687 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -288740.500000 Penalty: 3736.181396
	Iteration 5Q: 3 clusters Score -288740.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -288767.125000 Penalty: 3736.181396
	Iteration 6Q: 3 clusters Score -288767.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -288799.187500 Penalty: 3736.181396
	Iteration 7Q: 3 clusters Score -288799.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -288835.781250 Penalty: 3736.181396
	Iteration 8Q: 3 clusters Score -288835.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -288862.625000 Penalty: 3736.181396
	Iteration 9Q: 3 clusters Score -288862.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -288905.531250 Penalty: 3736.181396
	Iteration 10Q: 3 clusters Score -288905.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -288925.156250 Penalty: 3736.181396
	Iteration 11Q: 3 clusters Score -288925.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -288935.531250 Penalty: 3736.181396
	Iteration 12Q: 3 clusters Score -288935.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -288944.406250 Penalty: 3736.181396
	Iteration 13Q: 3 clusters Score -288944.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -288950.906250 Penalty: 3736.181396
	Iteration 14Q: 3 clusters Score -288950.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -288954.718750 Penalty: 3736.181396
	Iteration 15Q: 3 clusters Score -288954.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -288959.187500 Penalty: 3736.181396
	Iteration 16Q: 3 clusters Score -288959.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -288963.906250 Penalty: 3736.181396
	Iteration 17Q: 3 clusters Score -288963.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -288969.343750 Penalty: 3736.181396
	Iteration 18Q: 3 clusters Score -288969.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -288978.593750 Penalty: 3736.181396
	Iteration 19Q: 3 clusters Score -288978.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -288980.468750 Penalty: 3736.181396
	Iteration 20F: 3 clusters Score -288980.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -288983.218750 Penalty: 3736.181396
	Iteration 21Q: 3 clusters Score -288983.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -288985.812500 Penalty: 3736.181396
	Iteration 22Q: 3 clusters Score -288985.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -288988.375000 Penalty: 3736.181396
	Iteration 23Q: 3 clusters Score -288988.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -288990.968750 Penalty: 3736.181396
	Iteration 24Q: 3 clusters Score -288991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -288993.031250 Penalty: 3736.181396
	Iteration 25Q: 3 clusters Score -288993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -288993.906250 Penalty: 3736.181396
	Iteration 26Q: 3 clusters Score -288993.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -288994.781250 Penalty: 3736.181396
	Iteration 27Q: 3 clusters Score -288994.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -288995.437500 Penalty: 3736.181396
	Iteration 28Q: 3 clusters Score -288995.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -288995.437500 Penalty: 3736.181396
	Iteration 29F: 3 clusters Score -288995.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Entering Unmasked Estep 
Score: -5466568.000000 Penalty: 2566.783691
	Iteration 0F: 2 clusters Score -5466568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -5444974.500000 Penalty: 5133.567383
	Iteration 0F: 3 clusters Score -5444974 nChanged 14162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -5452611.000000 Penalty: 5133.567383
	Iteration 1F: 3 clusters Score -5452611 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -5453068.000000 Penalty: 5133.567383
	Iteration 2Q: 3 clusters Score -5453068 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -5453414.000000 Penalty: 5133.567383
	Iteration 3Q: 3 clusters Score -5453414 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -5453753.000000 Penalty: 5133.567383
	Iteration 4Q: 3 clusters Score -5453753 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -5454239.500000 Penalty: 5133.567383
	Iteration 5Q: 3 clusters Score -5454240 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -5454816.500000 Penalty: 5133.567383
	Iteration 6Q: 3 clusters Score -5454816 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -5455710.500000 Penalty: 5133.567383
	Iteration 7F: 3 clusters Score -5455710 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -5456953.500000 Penalty: 5133.567383
	Iteration 8F: 3 clusters Score -5456954 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -5458647.500000 Penalty: 5133.567383
	Iteration 9F: 3 clusters Score -5458648 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -5460573.000000 Penalty: 5133.567383
	Iteration 10F: 3 clusters Score -5460573 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -5462211.500000 Penalty: 5133.567383
	Iteration 11F: 3 clusters Score -5462212 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -5463308.500000 Penalty: 5133.567383
	Iteration 12Q: 3 clusters Score -5463308 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -5463866.500000 Penalty: 5133.567383
	Iteration 13Q: 3 clusters Score -5463866 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -5464073.500000 Penalty: 5133.567383
	Iteration 14Q: 3 clusters Score -5464074 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -5464146.000000 Penalty: 5133.567383
	Iteration 15Q: 3 clusters Score -5464146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -5464183.500000 Penalty: 5133.567383
	Iteration 16Q: 3 clusters Score -5464184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -5464215.000000 Penalty: 5133.567383
	Iteration 17Q: 3 clusters Score -5464215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -5464250.500000 Penalty: 5133.567383
	Iteration 18Q: 3 clusters Score -5464250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -5464274.500000 Penalty: 5133.567383
	Iteration 19Q: 3 clusters Score -5464274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -5464286.500000 Penalty: 5133.567383
	Iteration 20F: 3 clusters Score -5464286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -5464305.000000 Penalty: 5133.567383
	Iteration 21Q: 3 clusters Score -5464305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -5464311.500000 Penalty: 5133.567383
	Iteration 22Q: 3 clusters Score -5464312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -5464311.500000 Penalty: 5133.567383
	Iteration 23Q: 3 clusters Score -5464312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -5464312.000000 Penalty: 5133.567383
	Iteration 24Q: 3 clusters Score -5464312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -5464318.000000 Penalty: 5133.567383
	Iteration 25Q: 3 clusters Score -5464318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -5464317.000000 Penalty: 5133.567383
	Iteration 26Q: 3 clusters Score -5464317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -5464322.500000 Penalty: 5133.567383
	Iteration 27Q: 3 clusters Score -5464322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -5464322.500000 Penalty: 5133.567383
	Iteration 28F: 3 clusters Score -5464322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -20182.230469 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -20182.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19255.664062 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -19255.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19508.490234 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -19508.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19644.492188 Penalty: 2561.733887
	Iteration 2F: 3 clusters Score -19644.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19742.318359 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -19742.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19761.767578 Penalty: 2561.733887
	Iteration 4Q: 3 clusters Score -19761.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19768.523438 Penalty: 2561.733887
	Iteration 5Q: 3 clusters Score -19768.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19789.164062 Penalty: 2561.733887
	Iteration 6Q: 3 clusters Score -19789.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19811.064453 Penalty: 2561.733887
	Iteration 7Q: 3 clusters Score -19811.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -19832.861328 Penalty: 2561.733887
	Iteration 8Q: 3 clusters Score -19832.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -19832.861328 Penalty: 2561.733887
	Iteration 9F: 3 clusters Score -19832.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Entering Unmasked Estep 
Score: -1083026.625000 Penalty: 2175.415039
	Iteration 0F: 2 clusters Score -1083027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1077649.125000 Penalty: 4350.830078
	Iteration 0F: 3 clusters Score -1077649 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1079076.875000 Penalty: 4350.830078
	Iteration 1F: 3 clusters Score -1079077 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1079431.375000 Penalty: 4350.830078
	Iteration 2F: 3 clusters Score -1079431 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1079767.000000 Penalty: 4350.830078
	Iteration 3F: 3 clusters Score -1079767 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1080080.875000 Penalty: 4350.830078
	Iteration 4F: 3 clusters Score -1080081 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1080393.375000 Penalty: 4350.830078
	Iteration 5F: 3 clusters Score -1080393 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1080668.625000 Penalty: 4350.830078
	Iteration 6F: 3 clusters Score -1080669 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1080910.250000 Penalty: 4350.830078
	Iteration 7F: 3 clusters Score -1080910 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1081086.375000 Penalty: 4350.830078
	Iteration 8Q: 3 clusters Score -1081086 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1081212.500000 Penalty: 4350.830078
	Iteration 9Q: 3 clusters Score -1081212 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1081294.750000 Penalty: 4350.830078
	Iteration 10Q: 3 clusters Score -1081295 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1081342.250000 Penalty: 4350.830078
	Iteration 11Q: 3 clusters Score -1081342 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1081395.375000 Penalty: 4350.830078
	Iteration 12Q: 3 clusters Score -1081395 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1081430.125000 Penalty: 4350.830078
	Iteration 13Q: 3 clusters Score -1081430 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1081464.125000 Penalty: 4350.830078
	Iteration 14Q: 3 clusters Score -1081464 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1081493.500000 Penalty: 4350.830078
	Iteration 15Q: 3 clusters Score -1081494 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1081516.875000 Penalty: 4350.830078
	Iteration 16Q: 3 clusters Score -1081517 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1081538.375000 Penalty: 4350.830078
	Iteration 17Q: 3 clusters Score -1081538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1081552.500000 Penalty: 4350.830078
	Iteration 18Q: 3 clusters Score -1081552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1081565.875000 Penalty: 4350.830078
	Iteration 19Q: 3 clusters Score -1081566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1081575.375000 Penalty: 4350.830078
	Iteration 20F: 3 clusters Score -1081575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1081580.500000 Penalty: 4350.830078
	Iteration 21Q: 3 clusters Score -1081580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1081583.250000 Penalty: 4350.830078
	Iteration 22Q: 3 clusters Score -1081583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1081586.000000 Penalty: 4350.830078
	Iteration 23Q: 3 clusters Score -1081586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1081588.250000 Penalty: 4350.830078
	Iteration 24Q: 3 clusters Score -1081588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1081590.000000 Penalty: 4350.830078
	Iteration 25Q: 3 clusters Score -1081590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1081594.750000 Penalty: 4350.830078
	Iteration 26Q: 3 clusters Score -1081595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1081596.125000 Penalty: 4350.830078
	Iteration 27Q: 3 clusters Score -1081596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1081597.250000 Penalty: 4350.830078
	Iteration 28Q: 3 clusters Score -1081597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1081605.000000 Penalty: 4350.830078
	Iteration 29Q: 3 clusters Score -1081605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1081608.625000 Penalty: 4350.830078
	Iteration 30Q: 3 clusters Score -1081609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1081611.625000 Penalty: 4350.830078
	Iteration 31Q: 3 clusters Score -1081612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1081617.625000 Penalty: 4350.830078
	Iteration 32Q: 3 clusters Score -1081618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1081620.250000 Penalty: 4350.830078
	Iteration 33Q: 3 clusters Score -1081620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1081619.625000 Penalty: 4350.830078
	Iteration 34Q: 3 clusters Score -1081620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1081621.875000 Penalty: 4350.830078
	Iteration 35Q: 3 clusters Score -1081622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1081625.500000 Penalty: 4350.830078
	Iteration 36Q: 3 clusters Score -1081626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1081627.500000 Penalty: 4350.830078
	Iteration 37Q: 3 clusters Score -1081628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1081631.125000 Penalty: 4350.830078
	Iteration 38Q: 3 clusters Score -1081631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1081633.875000 Penalty: 4350.830078
	Iteration 39Q: 3 clusters Score -1081634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1081637.375000 Penalty: 4350.830078
	Iteration 40F: 3 clusters Score -1081637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1081641.375000 Penalty: 4350.830078
	Iteration 41Q: 3 clusters Score -1081641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1081644.000000 Penalty: 4350.830078
	Iteration 42Q: 3 clusters Score -1081644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1081646.750000 Penalty: 4350.830078
	Iteration 43Q: 3 clusters Score -1081647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1081648.000000 Penalty: 4350.830078
	Iteration 44Q: 3 clusters Score -1081648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1081649.125000 Penalty: 4350.830078
	Iteration 45Q: 3 clusters Score -1081649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1081650.000000 Penalty: 4350.830078
	Iteration 46Q: 3 clusters Score -1081650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1081650.625000 Penalty: 4350.830078
	Iteration 47Q: 3 clusters Score -1081651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1081651.750000 Penalty: 4350.830078
	Iteration 48Q: 3 clusters Score -1081652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1081651.125000 Penalty: 4350.830078
	Iteration 49Q: 3 clusters Score -1081651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1081652.125000 Penalty: 4350.830078
	Iteration 50Q: 3 clusters Score -1081652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1081653.125000 Penalty: 4350.830078
	Iteration 51Q: 3 clusters Score -1081653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1081655.625000 Penalty: 4350.830078
	Iteration 52Q: 3 clusters Score -1081656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1081654.125000 Penalty: 4350.830078
	Iteration 53Q: 3 clusters Score -1081654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1081652.500000 Penalty: 4350.830078
	Iteration 54Q: 3 clusters Score -1081652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1081652.750000 Penalty: 4350.830078
	Iteration 55Q: 3 clusters Score -1081653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1081652.750000 Penalty: 4350.830078
	Iteration 56F: 3 clusters Score -1081653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Entering Unmasked Estep 
Score: -5663393.000000 Penalty: 2585.514160
	Iteration 0F: 2 clusters Score -5663393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -5640575.500000 Penalty: 5171.028320
	Iteration 0F: 3 clusters Score -5640576 nChanged 15169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -5649234.500000 Penalty: 5171.028320
	Iteration 1F: 3 clusters Score -5649234 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -5649908.500000 Penalty: 5171.028320
	Iteration 2Q: 3 clusters Score -5649908 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -5650604.500000 Penalty: 5171.028320
	Iteration 3Q: 3 clusters Score -5650604 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -5651411.000000 Penalty: 5171.028320
	Iteration 4Q: 3 clusters Score -5651411 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -5652401.500000 Penalty: 5171.028320
	Iteration 5F: 3 clusters Score -5652402 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -5653601.500000 Penalty: 5171.028320
	Iteration 6F: 3 clusters Score -5653602 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -5654855.500000 Penalty: 5171.028320
	Iteration 7F: 3 clusters Score -5654856 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -5656041.000000 Penalty: 5171.028320
	Iteration 8F: 3 clusters Score -5656041 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -5657076.000000 Penalty: 5171.028320
	Iteration 9Q: 3 clusters Score -5657076 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -5657935.000000 Penalty: 5171.028320
	Iteration 10Q: 3 clusters Score -5657935 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -5658571.500000 Penalty: 5171.028320
	Iteration 11Q: 3 clusters Score -5658572 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -5658936.000000 Penalty: 5171.028320
	Iteration 12Q: 3 clusters Score -5658936 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -5659201.000000 Penalty: 5171.028320
	Iteration 13Q: 3 clusters Score -5659201 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -5659385.000000 Penalty: 5171.028320
	Iteration 14Q: 3 clusters Score -5659385 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -5659541.000000 Penalty: 5171.028320
	Iteration 15Q: 3 clusters Score -5659541 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -5659717.000000 Penalty: 5171.028320
	Iteration 16Q: 3 clusters Score -5659717 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -5659869.000000 Penalty: 5171.028320
	Iteration 17Q: 3 clusters Score -5659869 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -5660090.000000 Penalty: 5171.028320
	Iteration 18Q: 3 clusters Score -5660090 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -5660364.000000 Penalty: 5171.028320
	Iteration 19Q: 3 clusters Score -5660364 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -5660660.500000 Penalty: 5171.028320
	Iteration 20F: 3 clusters Score -5660660 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -5660954.500000 Penalty: 5171.028320
	Iteration 21Q: 3 clusters Score -5660954 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -5661175.000000 Penalty: 5171.028320
	Iteration 22Q: 3 clusters Score -5661175 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -5661423.500000 Penalty: 5171.028320
	Iteration 23Q: 3 clusters Score -5661424 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -5661595.000000 Penalty: 5171.028320
	Iteration 24Q: 3 clusters Score -5661595 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -5661778.000000 Penalty: 5171.028320
	Iteration 25Q: 3 clusters Score -5661778 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -5661953.000000 Penalty: 5171.028320
	Iteration 26Q: 3 clusters Score -5661953 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -5662057.000000 Penalty: 5171.028320
	Iteration 27Q: 3 clusters Score -5662057 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -5662137.500000 Penalty: 5171.028320
	Iteration 28Q: 3 clusters Score -5662138 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -5662199.000000 Penalty: 5171.028320
	Iteration 29Q: 3 clusters Score -5662199 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -5662264.500000 Penalty: 5171.028320
	Iteration 30Q: 3 clusters Score -5662264 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -5662306.000000 Penalty: 5171.028320
	Iteration 31Q: 3 clusters Score -5662306 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -5662340.000000 Penalty: 5171.028320
	Iteration 32Q: 3 clusters Score -5662340 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -5662374.000000 Penalty: 5171.028320
	Iteration 33Q: 3 clusters Score -5662374 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -5662407.000000 Penalty: 5171.028320
	Iteration 34Q: 3 clusters Score -5662407 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -5662448.000000 Penalty: 5171.028320
	Iteration 35Q: 3 clusters Score -5662448 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -5662478.500000 Penalty: 5171.028320
	Iteration 36Q: 3 clusters Score -5662478 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -5662512.000000 Penalty: 5171.028320
	Iteration 37Q: 3 clusters Score -5662512 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -5662528.000000 Penalty: 5171.028320
	Iteration 38Q: 3 clusters Score -5662528 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -5662548.000000 Penalty: 5171.028320
	Iteration 39Q: 3 clusters Score -5662548 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -5662564.500000 Penalty: 5171.028320
	Iteration 40F: 3 clusters Score -5662564 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -5662580.000000 Penalty: 5171.028320
	Iteration 41Q: 3 clusters Score -5662580 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -5662590.000000 Penalty: 5171.028320
	Iteration 42Q: 3 clusters Score -5662590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -5662592.500000 Penalty: 5171.028320
	Iteration 43Q: 3 clusters Score -5662592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -5662592.500000 Penalty: 5171.028320
	Iteration 44Q: 3 clusters Score -5662592 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -5662595.000000 Penalty: 5171.028320
	Iteration 45Q: 3 clusters Score -5662595 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -5662613.500000 Penalty: 5171.028320
	Iteration 46Q: 3 clusters Score -5662614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -5662628.000000 Penalty: 5171.028320
	Iteration 47Q: 3 clusters Score -5662628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -5662639.000000 Penalty: 5171.028320
	Iteration 48Q: 3 clusters Score -5662639 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -5662638.000000 Penalty: 5171.028320
	Iteration 49Q: 3 clusters Score -5662638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -5662648.500000 Penalty: 5171.028320
	Iteration 50Q: 3 clusters Score -5662648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -5662649.500000 Penalty: 5171.028320
	Iteration 51Q: 3 clusters Score -5662650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -5662648.000000 Penalty: 5171.028320
	Iteration 52Q: 3 clusters Score -5662648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -5662655.500000 Penalty: 5171.028320
	Iteration 53Q: 3 clusters Score -5662656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -5662668.500000 Penalty: 5171.028320
	Iteration 54Q: 3 clusters Score -5662668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -5662666.000000 Penalty: 5171.028320
	Iteration 55Q: 3 clusters Score -5662666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -5662673.500000 Penalty: 5171.028320
	Iteration 56Q: 3 clusters Score -5662674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -5662687.000000 Penalty: 5171.028320
	Iteration 57Q: 3 clusters Score -5662687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -5662697.000000 Penalty: 5171.028320
	Iteration 58Q: 3 clusters Score -5662697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -5662709.500000 Penalty: 5171.028320
	Iteration 59Q: 3 clusters Score -5662710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -5662709.500000 Penalty: 5171.028320
	Iteration 60F: 3 clusters Score -5662710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -5662713.000000 Penalty: 5171.028320
	Iteration 61Q: 3 clusters Score -5662713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -5662731.500000 Penalty: 5171.028320
	Iteration 62Q: 3 clusters Score -5662732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -5662738.500000 Penalty: 5171.028320
	Iteration 63Q: 3 clusters Score -5662738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -5662733.500000 Penalty: 5171.028320
	Iteration 64Q: 3 clusters Score -5662734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -5662731.000000 Penalty: 5171.028320
	Iteration 65Q: 3 clusters Score -5662731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -5662740.000000 Penalty: 5171.028320
	Iteration 66Q: 3 clusters Score -5662740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -5662734.000000 Penalty: 5171.028320
	Iteration 67Q: 3 clusters Score -5662734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -5662734.000000 Penalty: 5171.028320
	Iteration 68Q: 3 clusters Score -5662734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -5662737.500000 Penalty: 5171.028320
	Iteration 69Q: 3 clusters Score -5662738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -5662738.500000 Penalty: 5171.028320
	Iteration 70Q: 3 clusters Score -5662738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -5662740.000000 Penalty: 5171.028320
	Iteration 71Q: 3 clusters Score -5662740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -5662740.000000 Penalty: 5171.028320
	Iteration 72Q: 3 clusters Score -5662740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -5662742.500000 Penalty: 5171.028320
	Iteration 73Q: 3 clusters Score -5662742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -5662741.000000 Penalty: 5171.028320
	Iteration 74Q: 3 clusters Score -5662741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -5662744.000000 Penalty: 5171.028320
	Iteration 75Q: 3 clusters Score -5662744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -5662745.000000 Penalty: 5171.028320
	Iteration 76Q: 3 clusters Score -5662745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -5662740.500000 Penalty: 5171.028320
	Iteration 77Q: 3 clusters Score -5662740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -5662735.000000 Penalty: 5171.028320
	Iteration 78Q: 3 clusters Score -5662735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -5662736.000000 Penalty: 5171.028320
	Iteration 79Q: 3 clusters Score -5662736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -5662741.000000 Penalty: 5171.028320
	Iteration 80F: 3 clusters Score -5662741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -5662737.500000 Penalty: 5171.028320
	Iteration 81Q: 3 clusters Score -5662738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -5662746.000000 Penalty: 5171.028320
	Iteration 82Q: 3 clusters Score -5662746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -5662744.000000 Penalty: 5171.028320
	Iteration 83Q: 3 clusters Score -5662744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -5662745.500000 Penalty: 5171.028320
	Iteration 84Q: 3 clusters Score -5662746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -5662745.500000 Penalty: 5171.028320
	Iteration 85F: 3 clusters Score -5662746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Entering Unmasked Estep 
Score: -606635.187500 Penalty: 2030.863770
	Iteration 0F: 2 clusters Score -606635.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -603028.000000 Penalty: 4061.727539
	Iteration 0F: 3 clusters Score -603028 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -603796.625000 Penalty: 4061.727539
	Iteration 1F: 3 clusters Score -603796.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -604024.750000 Penalty: 4061.727539
	Iteration 2F: 3 clusters Score -604024.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -604205.000000 Penalty: 4061.727539
	Iteration 3F: 3 clusters Score -604205 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -604366.000000 Penalty: 4061.727539
	Iteration 4F: 3 clusters Score -604366 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -604556.500000 Penalty: 4061.727539
	Iteration 5F: 3 clusters Score -604556.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -604779.312500 Penalty: 4061.727539
	Iteration 6F: 3 clusters Score -604779.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -604991.125000 Penalty: 4061.727539
	Iteration 7F: 3 clusters Score -604991.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -605163.812500 Penalty: 4061.727539
	Iteration 8Q: 3 clusters Score -605163.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -605318.125000 Penalty: 4061.727539
	Iteration 9Q: 3 clusters Score -605318.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -605413.875000 Penalty: 4061.727539
	Iteration 10Q: 3 clusters Score -605413.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -605462.750000 Penalty: 4061.727539
	Iteration 11Q: 3 clusters Score -605462.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -605491.937500 Penalty: 4061.727539
	Iteration 12Q: 3 clusters Score -605491.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -605517.250000 Penalty: 4061.727539
	Iteration 13Q: 3 clusters Score -605517.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -605533.937500 Penalty: 4061.727539
	Iteration 14Q: 3 clusters Score -605533.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -605541.375000 Penalty: 4061.727539
	Iteration 15Q: 3 clusters Score -605541.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -605557.562500 Penalty: 4061.727539
	Iteration 16Q: 3 clusters Score -605557.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -605569.187500 Penalty: 4061.727539
	Iteration 17Q: 3 clusters Score -605569.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -605576.625000 Penalty: 4061.727539
	Iteration 18Q: 3 clusters Score -605576.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -605580.875000 Penalty: 4061.727539
	Iteration 19Q: 3 clusters Score -605580.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -605585.375000 Penalty: 4061.727539
	Iteration 20F: 3 clusters Score -605585.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -605592.375000 Penalty: 4061.727539
	Iteration 21Q: 3 clusters Score -605592.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -605597.250000 Penalty: 4061.727539
	Iteration 22Q: 3 clusters Score -605597.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -605599.937500 Penalty: 4061.727539
	Iteration 23Q: 3 clusters Score -605599.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -605601.812500 Penalty: 4061.727539
	Iteration 24Q: 3 clusters Score -605601.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -605601.812500 Penalty: 4061.727539
	Iteration 25F: 3 clusters Score -605601.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Entering Unmasked Estep 
Score: -1732905.625000 Penalty: 2292.432129
	Iteration 0F: 2 clusters Score -1732906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1724992.625000 Penalty: 4584.864258
	Iteration 0F: 3 clusters Score -1724993 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1727460.000000 Penalty: 4584.864258
	Iteration 1F: 3 clusters Score -1727460 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1727953.250000 Penalty: 4584.864258
	Iteration 2F: 3 clusters Score -1727953 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1728376.125000 Penalty: 4584.864258
	Iteration 3F: 3 clusters Score -1728376 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1728794.875000 Penalty: 4584.864258
	Iteration 4F: 3 clusters Score -1728795 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1729266.375000 Penalty: 4584.864258
	Iteration 5F: 3 clusters Score -1729266 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1729797.375000 Penalty: 4584.864258
	Iteration 6F: 3 clusters Score -1729797 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1730327.750000 Penalty: 4584.864258
	Iteration 7F: 3 clusters Score -1730328 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1730792.875000 Penalty: 4584.864258
	Iteration 8Q: 3 clusters Score -1730793 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1731087.000000 Penalty: 4584.864258
	Iteration 9Q: 3 clusters Score -1731087 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1731252.750000 Penalty: 4584.864258
	Iteration 10Q: 3 clusters Score -1731253 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1731343.375000 Penalty: 4584.864258
	Iteration 11Q: 3 clusters Score -1731343 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1731394.500000 Penalty: 4584.864258
	Iteration 12Q: 3 clusters Score -1731394 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1731438.000000 Penalty: 4584.864258
	Iteration 13Q: 3 clusters Score -1731438 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1731461.000000 Penalty: 4584.864258
	Iteration 14Q: 3 clusters Score -1731461 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1731487.500000 Penalty: 4584.864258
	Iteration 15Q: 3 clusters Score -1731488 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1731502.625000 Penalty: 4584.864258
	Iteration 16Q: 3 clusters Score -1731503 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1731519.750000 Penalty: 4584.864258
	Iteration 17Q: 3 clusters Score -1731520 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1731533.250000 Penalty: 4584.864258
	Iteration 18Q: 3 clusters Score -1731533 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1731549.000000 Penalty: 4584.864258
	Iteration 19Q: 3 clusters Score -1731549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1731563.250000 Penalty: 4584.864258
	Iteration 20F: 3 clusters Score -1731563 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1731582.125000 Penalty: 4584.864258
	Iteration 21Q: 3 clusters Score -1731582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1731587.375000 Penalty: 4584.864258
	Iteration 22Q: 3 clusters Score -1731587 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1731589.000000 Penalty: 4584.864258
	Iteration 23Q: 3 clusters Score -1731589 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1731598.625000 Penalty: 4584.864258
	Iteration 24Q: 3 clusters Score -1731599 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1731607.875000 Penalty: 4584.864258
	Iteration 25Q: 3 clusters Score -1731608 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1731628.125000 Penalty: 4584.864258
	Iteration 26Q: 3 clusters Score -1731628 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1731637.000000 Penalty: 4584.864258
	Iteration 27Q: 3 clusters Score -1731637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1731645.500000 Penalty: 4584.864258
	Iteration 28Q: 3 clusters Score -1731646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1731658.500000 Penalty: 4584.864258
	Iteration 29Q: 3 clusters Score -1731658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1731659.250000 Penalty: 4584.864258
	Iteration 30Q: 3 clusters Score -1731659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1731665.250000 Penalty: 4584.864258
	Iteration 31Q: 3 clusters Score -1731665 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1731671.250000 Penalty: 4584.864258
	Iteration 32Q: 3 clusters Score -1731671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1731682.750000 Penalty: 4584.864258
	Iteration 33Q: 3 clusters Score -1731683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1731688.000000 Penalty: 4584.864258
	Iteration 34Q: 3 clusters Score -1731688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1731701.500000 Penalty: 4584.864258
	Iteration 35Q: 3 clusters Score -1731702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1731706.750000 Penalty: 4584.864258
	Iteration 36Q: 3 clusters Score -1731707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1731707.500000 Penalty: 4584.864258
	Iteration 37Q: 3 clusters Score -1731708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1731706.750000 Penalty: 4584.864258
	Iteration 38Q: 3 clusters Score -1731707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1731711.750000 Penalty: 4584.864258
	Iteration 39Q: 3 clusters Score -1731712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1731716.125000 Penalty: 4584.864258
	Iteration 40F: 3 clusters Score -1731716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1731716.250000 Penalty: 4584.864258
	Iteration 41Q: 3 clusters Score -1731716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1731720.125000 Penalty: 4584.864258
	Iteration 42Q: 3 clusters Score -1731720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1731727.250000 Penalty: 4584.864258
	Iteration 43Q: 3 clusters Score -1731727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1731731.000000 Penalty: 4584.864258
	Iteration 44Q: 3 clusters Score -1731731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1731730.625000 Penalty: 4584.864258
	Iteration 45Q: 3 clusters Score -1731731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1731732.500000 Penalty: 4584.864258
	Iteration 46Q: 3 clusters Score -1731732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1731732.500000 Penalty: 4584.864258
	Iteration 47F: 3 clusters Score -1731732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -465562.937500 Penalty: 1970.409790
	Iteration 0F: 2 clusters Score -465562.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -462400.218750 Penalty: 3940.819580
	Iteration 0F: 3 clusters Score -462400.2 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -463046.468750 Penalty: 3940.819580
	Iteration 1F: 3 clusters Score -463046.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -463210.156250 Penalty: 3940.819580
	Iteration 2F: 3 clusters Score -463210.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -463288.781250 Penalty: 3940.819580
	Iteration 3Q: 3 clusters Score -463288.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -463328.093750 Penalty: 3940.819580
	Iteration 4Q: 3 clusters Score -463328.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -463363.187500 Penalty: 3940.819580
	Iteration 5Q: 3 clusters Score -463363.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -463392.000000 Penalty: 3940.819580
	Iteration 6Q: 3 clusters Score -463392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -463412.625000 Penalty: 3940.819580
	Iteration 7Q: 3 clusters Score -463412.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -463432.093750 Penalty: 3940.819580
	Iteration 8Q: 3 clusters Score -463432.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -463451.812500 Penalty: 3940.819580
	Iteration 9Q: 3 clusters Score -463451.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -463472.343750 Penalty: 3940.819580
	Iteration 10Q: 3 clusters Score -463472.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -463488.250000 Penalty: 3940.819580
	Iteration 11Q: 3 clusters Score -463488.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -463500.375000 Penalty: 3940.819580
	Iteration 12Q: 3 clusters Score -463500.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -463516.625000 Penalty: 3940.819580
	Iteration 13Q: 3 clusters Score -463516.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -463534.218750 Penalty: 3940.819580
	Iteration 14Q: 3 clusters Score -463534.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -463557.218750 Penalty: 3940.819580
	Iteration 15Q: 3 clusters Score -463557.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -463581.562500 Penalty: 3940.819580
	Iteration 16Q: 3 clusters Score -463581.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -463611.375000 Penalty: 3940.819580
	Iteration 17Q: 3 clusters Score -463611.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -463652.000000 Penalty: 3940.819580
	Iteration 18Q: 3 clusters Score -463652 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -463691.718750 Penalty: 3940.819580
	Iteration 19Q: 3 clusters Score -463691.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -463728.968750 Penalty: 3940.819580
	Iteration 20F: 3 clusters Score -463729 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -463769.906250 Penalty: 3940.819580
	Iteration 21Q: 3 clusters Score -463769.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -463807.218750 Penalty: 3940.819580
	Iteration 22Q: 3 clusters Score -463807.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -463850.750000 Penalty: 3940.819580
	Iteration 23Q: 3 clusters Score -463850.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -463891.250000 Penalty: 3940.819580
	Iteration 24Q: 3 clusters Score -463891.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -463921.093750 Penalty: 3940.819580
	Iteration 25Q: 3 clusters Score -463921.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -463945.031250 Penalty: 3940.819580
	Iteration 26Q: 3 clusters Score -463945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -463969.156250 Penalty: 3940.819580
	Iteration 27Q: 3 clusters Score -463969.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -463986.250000 Penalty: 3940.819580
	Iteration 28Q: 3 clusters Score -463986.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -463994.062500 Penalty: 3940.819580
	Iteration 29Q: 3 clusters Score -463994.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -464002.656250 Penalty: 3940.819580
	Iteration 30Q: 3 clusters Score -464002.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -464011.906250 Penalty: 3940.819580
	Iteration 31Q: 3 clusters Score -464011.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -464018.562500 Penalty: 3940.819580
	Iteration 32Q: 3 clusters Score -464018.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -464021.687500 Penalty: 3940.819580
	Iteration 33Q: 3 clusters Score -464021.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -464028.375000 Penalty: 3940.819580
	Iteration 34Q: 3 clusters Score -464028.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -464032.187500 Penalty: 3940.819580
	Iteration 35Q: 3 clusters Score -464032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -464034.687500 Penalty: 3940.819580
	Iteration 36Q: 3 clusters Score -464034.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -464039.125000 Penalty: 3940.819580
	Iteration 37Q: 3 clusters Score -464039.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -464043.406250 Penalty: 3940.819580
	Iteration 38Q: 3 clusters Score -464043.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -464048.437500 Penalty: 3940.819580
	Iteration 39Q: 3 clusters Score -464048.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -464051.625000 Penalty: 3940.819580
	Iteration 40F: 3 clusters Score -464051.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -464053.062500 Penalty: 3940.819580
	Iteration 41Q: 3 clusters Score -464053.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -464054.687500 Penalty: 3940.819580
	Iteration 42Q: 3 clusters Score -464054.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -464055.093750 Penalty: 3940.819580
	Iteration 43Q: 3 clusters Score -464055.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -464055.093750 Penalty: 3940.819580
	Iteration 44F: 3 clusters Score -464055.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -175205.093750 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -175205.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -173209.796875 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -173209.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -173707.125000 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -173707.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -173999.687500 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -173999.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -174239.578125 Penalty: 3478.009277
	Iteration 3F: 3 clusters Score -174239.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -174533.593750 Penalty: 3478.009277
	Iteration 4F: 3 clusters Score -174533.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -174771.765625 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -174771.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -174928.750000 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -174928.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -174979.156250 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -174979.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -175004.734375 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -175004.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -175028.218750 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -175028.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -175044.203125 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -175044.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -175048.093750 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -175048.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -175049.687500 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -175049.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -175055.750000 Penalty: 3478.009277
	Iteration 13Q: 3 clusters Score -175055.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -175063.953125 Penalty: 3478.009277
	Iteration 14Q: 3 clusters Score -175064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -175074.671875 Penalty: 3478.009277
	Iteration 15Q: 3 clusters Score -175074.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -175076.968750 Penalty: 3478.009277
	Iteration 16Q: 3 clusters Score -175077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -175077.937500 Penalty: 3478.009277
	Iteration 17Q: 3 clusters Score -175077.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -175078.500000 Penalty: 3478.009277
	Iteration 18Q: 3 clusters Score -175078.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -175079.390625 Penalty: 3478.009277
	Iteration 19Q: 3 clusters Score -175079.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -175083.375000 Penalty: 3478.009277
	Iteration 20F: 3 clusters Score -175083.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -175089.078125 Penalty: 3478.009277
	Iteration 21Q: 3 clusters Score -175089.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -175095.078125 Penalty: 3478.009277
	Iteration 22Q: 3 clusters Score -175095.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -175097.328125 Penalty: 3478.009277
	Iteration 23Q: 3 clusters Score -175097.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -175100.609375 Penalty: 3478.009277
	Iteration 24Q: 3 clusters Score -175100.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -175102.734375 Penalty: 3478.009277
	Iteration 25Q: 3 clusters Score -175102.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -175105.343750 Penalty: 3478.009277
	Iteration 26Q: 3 clusters Score -175105.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -175114.218750 Penalty: 3478.009277
	Iteration 27Q: 3 clusters Score -175114.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -175122.390625 Penalty: 3478.009277
	Iteration 28Q: 3 clusters Score -175122.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -175130.062500 Penalty: 3478.009277
	Iteration 29Q: 3 clusters Score -175130.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -175135.421875 Penalty: 3478.009277
	Iteration 30Q: 3 clusters Score -175135.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -175141.562500 Penalty: 3478.009277
	Iteration 31Q: 3 clusters Score -175141.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -175146.171875 Penalty: 3478.009277
	Iteration 32Q: 3 clusters Score -175146.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -175149.687500 Penalty: 3478.009277
	Iteration 33Q: 3 clusters Score -175149.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -175152.781250 Penalty: 3478.009277
	Iteration 34Q: 3 clusters Score -175152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -175157.468750 Penalty: 3478.009277
	Iteration 35Q: 3 clusters Score -175157.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -175161.468750 Penalty: 3478.009277
	Iteration 36Q: 3 clusters Score -175161.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -175167.406250 Penalty: 3478.009277
	Iteration 37Q: 3 clusters Score -175167.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -175170.484375 Penalty: 3478.009277
	Iteration 38Q: 3 clusters Score -175170.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -175170.484375 Penalty: 3478.009277
	Iteration 39F: 3 clusters Score -175170.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (61727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Entering Unmasked Estep 
Score: -10138532.000000 Penalty: 2735.558105
	Iteration 0F: 2 clusters Score -1.013853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -10098226.000000 Penalty: 5471.116211
	Iteration 0F: 3 clusters Score -1.009823e+07 nChanged 28548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -10114295.000000 Penalty: 5471.116211
	Iteration 1F: 3 clusters Score -1.01143e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -10115506.000000 Penalty: 5471.116211
	Iteration 2Q: 3 clusters Score -1.011551e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -10117182.000000 Penalty: 5471.116211
	Iteration 3F: 3 clusters Score -1.011718e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -10119398.000000 Penalty: 5471.116211
	Iteration 4F: 3 clusters Score -1.01194e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -10122263.000000 Penalty: 5471.116211
	Iteration 5F: 3 clusters Score -1.012226e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -10125317.000000 Penalty: 5471.116211
	Iteration 6F: 3 clusters Score -1.012532e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -10128105.000000 Penalty: 5471.116211
	Iteration 7F: 3 clusters Score -1.01281e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -10130461.000000 Penalty: 5471.116211
	Iteration 8F: 3 clusters Score -1.013046e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -10132129.000000 Penalty: 5471.116211
	Iteration 9Q: 3 clusters Score -1.013213e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -10133340.000000 Penalty: 5471.116211
	Iteration 10Q: 3 clusters Score -1.013334e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 52596 members 
Entering Unmasked Estep 
Score: -10134096.000000 Penalty: 5471.116211
	Iteration 11Q: 3 clusters Score -1.01341e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 53667 members 
Entering Unmasked Estep 
Score: -10134615.000000 Penalty: 5471.116211
	Iteration 12Q: 3 clusters Score -1.013462e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -10135037.000000 Penalty: 5471.116211
	Iteration 13Q: 3 clusters Score -1.013504e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -10135389.000000 Penalty: 5471.116211
	Iteration 14Q: 3 clusters Score -1.013539e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -10135676.000000 Penalty: 5471.116211
	Iteration 15Q: 3 clusters Score -1.013568e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 56769 members 
Entering Unmasked Estep 
Score: -10135892.000000 Penalty: 5471.116211
	Iteration 16Q: 3 clusters Score -1.013589e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -10136018.000000 Penalty: 5471.116211
	Iteration 17Q: 3 clusters Score -1.013602e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 57615 members 
Entering Unmasked Estep 
Score: -10136124.000000 Penalty: 5471.116211
	Iteration 18Q: 3 clusters Score -1.013612e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
Score: -10136209.000000 Penalty: 5471.116211
	Iteration 19Q: 3 clusters Score -1.013621e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -10136323.000000 Penalty: 5471.116211
	Iteration 20F: 3 clusters Score -1.013632e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 58432 members 
Entering Unmasked Estep 
Score: -10136387.000000 Penalty: 5471.116211
	Iteration 21Q: 3 clusters Score -1.013639e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -10136417.000000 Penalty: 5471.116211
	Iteration 22Q: 3 clusters Score -1.013642e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 58766 members 
Entering Unmasked Estep 
Score: -10136493.000000 Penalty: 5471.116211
	Iteration 23Q: 3 clusters Score -1.013649e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -10136520.000000 Penalty: 5471.116211
	Iteration 24Q: 3 clusters Score -1.013652e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 59027 members 
Entering Unmasked Estep 
Score: -10136590.000000 Penalty: 5471.116211
	Iteration 25Q: 3 clusters Score -1.013659e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -10136589.000000 Penalty: 5471.116211
	Iteration 26Q: 3 clusters Score -1.013659e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -10136631.000000 Penalty: 5471.116211
	Iteration 27Q: 3 clusters Score -1.013663e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -10136652.000000 Penalty: 5471.116211
	Iteration 28Q: 3 clusters Score -1.013665e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 59373 members 
Entering Unmasked Estep 
Score: -10136688.000000 Penalty: 5471.116211
	Iteration 29Q: 3 clusters Score -1.013669e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
Score: -10136675.000000 Penalty: 5471.116211
	Iteration 30Q: 3 clusters Score -1.013668e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -10136696.000000 Penalty: 5471.116211
	Iteration 31Q: 3 clusters Score -1.01367e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 59495 members 
Entering Unmasked Estep 
Score: -10136700.000000 Penalty: 5471.116211
	Iteration 32Q: 3 clusters Score -1.01367e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
Score: -10136719.000000 Penalty: 5471.116211
	Iteration 33Q: 3 clusters Score -1.013672e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 59533 members 
Entering Unmasked Estep 
Score: -10136719.000000 Penalty: 5471.116211
	Iteration 34Q: 3 clusters Score -1.013672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 59547 members 
Entering Unmasked Estep 
Score: -10136726.000000 Penalty: 5471.116211
	Iteration 35Q: 3 clusters Score -1.013673e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -10136734.000000 Penalty: 5471.116211
	Iteration 36Q: 3 clusters Score -1.013673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -10136714.000000 Penalty: 5471.116211
	Iteration 37Q: 3 clusters Score -1.013671e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 59592 members 
Entering Unmasked Estep 
Score: -10136715.000000 Penalty: 5471.116211
	Iteration 38Q: 3 clusters Score -1.013672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -10136709.000000 Penalty: 5471.116211
	Iteration 39Q: 3 clusters Score -1.013671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 59610 members 
Entering Unmasked Estep 
Score: -10136726.000000 Penalty: 5471.116211
	Iteration 40F: 3 clusters Score -1.013673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 59615 members 
Entering Unmasked Estep 
Score: -10136734.000000 Penalty: 5471.116211
	Iteration 41Q: 3 clusters Score -1.013673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -10136715.000000 Penalty: 5471.116211
	Iteration 42Q: 3 clusters Score -1.013672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -10136718.000000 Penalty: 5471.116211
	Iteration 43Q: 3 clusters Score -1.013672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 59633 members 
Entering Unmasked Estep 
Score: -10136722.000000 Penalty: 5471.116211
	Iteration 44Q: 3 clusters Score -1.013672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 59645 members 
Entering Unmasked Estep 
Score: -10136716.000000 Penalty: 5471.116211
	Iteration 45Q: 3 clusters Score -1.013672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 59655 members 
Entering Unmasked Estep 
Score: -10136742.000000 Penalty: 5471.116211
	Iteration 46Q: 3 clusters Score -1.013674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -10136756.000000 Penalty: 5471.116211
	Iteration 47Q: 3 clusters Score -1.013676e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -10136745.000000 Penalty: 5471.116211
	Iteration 48Q: 3 clusters Score -1.013674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 59696 members 
Entering Unmasked Estep 
Score: -10136770.000000 Penalty: 5471.116211
	Iteration 49Q: 3 clusters Score -1.013677e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 59704 members 
Entering Unmasked Estep 
Score: -10136763.000000 Penalty: 5471.116211
	Iteration 50Q: 3 clusters Score -1.013676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
Score: -10136747.000000 Penalty: 5471.116211
	Iteration 51Q: 3 clusters Score -1.013675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 59720 members 
Entering Unmasked Estep 
Score: -10136744.000000 Penalty: 5471.116211
	Iteration 52Q: 3 clusters Score -1.013674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
Score: -10136757.000000 Penalty: 5471.116211
	Iteration 53Q: 3 clusters Score -1.013676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -10136770.000000 Penalty: 5471.116211
	Iteration 54Q: 3 clusters Score -1.013677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 59745 members 
Entering Unmasked Estep 
Score: -10136773.000000 Penalty: 5471.116211
	Iteration 55Q: 3 clusters Score -1.013677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 59752 members 
Entering Unmasked Estep 
Score: -10136789.000000 Penalty: 5471.116211
	Iteration 56Q: 3 clusters Score -1.013679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 59757 members 
Entering Unmasked Estep 
Score: -10136791.000000 Penalty: 5471.116211
	Iteration 57Q: 3 clusters Score -1.013679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 59766 members 
Entering Unmasked Estep 
Score: -10136790.000000 Penalty: 5471.116211
	Iteration 58Q: 3 clusters Score -1.013679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -10136771.000000 Penalty: 5471.116211
	Iteration 59Q: 3 clusters Score -1.013677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -10136772.000000 Penalty: 5471.116211
	Iteration 60F: 3 clusters Score -1.013677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -10136776.000000 Penalty: 5471.116211
	Iteration 61Q: 3 clusters Score -1.013678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -10136768.000000 Penalty: 5471.116211
	Iteration 62Q: 3 clusters Score -1.013677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 59782 members 
Entering Unmasked Estep 
Score: -10136775.000000 Penalty: 5471.116211
	Iteration 63Q: 3 clusters Score -1.013678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 59788 members 
Entering Unmasked Estep 
Score: -10136784.000000 Penalty: 5471.116211
	Iteration 64Q: 3 clusters Score -1.013678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -10136787.000000 Penalty: 5471.116211
	Iteration 65Q: 3 clusters Score -1.013679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 59791 members 
Entering Unmasked Estep 
Score: -10136784.000000 Penalty: 5471.116211
	Iteration 66Q: 3 clusters Score -1.013678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 59794 members 
Entering Unmasked Estep 
Score: -10136785.000000 Penalty: 5471.116211
	Iteration 67Q: 3 clusters Score -1.013678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 59799 members 
Entering Unmasked Estep 
Score: -10136799.000000 Penalty: 5471.116211
	Iteration 68Q: 3 clusters Score -1.01368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 59803 members 
Entering Unmasked Estep 
Score: -10136790.000000 Penalty: 5471.116211
	Iteration 69Q: 3 clusters Score -1.013679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 59805 members 
Entering Unmasked Estep 
Score: -10136813.000000 Penalty: 5471.116211
	Iteration 70Q: 3 clusters Score -1.013681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -10136798.000000 Penalty: 5471.116211
	Iteration 71Q: 3 clusters Score -1.01368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 59810 members 
Entering Unmasked Estep 
Score: -10136794.000000 Penalty: 5471.116211
	Iteration 72Q: 3 clusters Score -1.013679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 59810 members 
Entering Unmasked Estep 
Score: -10136800.000000 Penalty: 5471.116211
	Iteration 73Q: 3 clusters Score -1.01368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -10136800.000000 Penalty: 5471.116211
	Iteration 74Q: 3 clusters Score -1.01368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -10136795.000000 Penalty: 5471.116211
	Iteration 75Q: 3 clusters Score -1.01368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 59818 members 
Entering Unmasked Estep 
Score: -10136809.000000 Penalty: 5471.116211
	Iteration 76Q: 3 clusters Score -1.013681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 59822 members 
Entering Unmasked Estep 
Score: -10136803.000000 Penalty: 5471.116211
	Iteration 77Q: 3 clusters Score -1.01368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
Score: -10136810.000000 Penalty: 5471.116211
	Iteration 78Q: 3 clusters Score -1.013681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 59835 members 
Entering Unmasked Estep 
Score: -10136809.000000 Penalty: 5471.116211
	Iteration 79Q: 3 clusters Score -1.013681e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -10136829.000000 Penalty: 5471.116211
	Iteration 80F: 3 clusters Score -1.013683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -10136822.000000 Penalty: 5471.116211
	Iteration 81Q: 3 clusters Score -1.013682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -10136826.000000 Penalty: 5471.116211
	Iteration 82Q: 3 clusters Score -1.013683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 59835 members 
Entering Unmasked Estep 
Score: -10136821.000000 Penalty: 5471.116211
	Iteration 83Q: 3 clusters Score -1.013682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 59835 members 
Entering Unmasked Estep 
Score: -10136821.000000 Penalty: 5471.116211
	Iteration 84F: 3 clusters Score -1.013682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -762406.250000 Penalty: 2111.717773
	Iteration 0F: 2 clusters Score -762406.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -757920.937500 Penalty: 4223.435547
	Iteration 0F: 3 clusters Score -757920.9 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -759189.250000 Penalty: 4223.435547
	Iteration 1F: 3 clusters Score -759189.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -759542.625000 Penalty: 4223.435547
	Iteration 2F: 3 clusters Score -759542.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -759801.500000 Penalty: 4223.435547
	Iteration 3F: 3 clusters Score -759801.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -760037.187500 Penalty: 4223.435547
	Iteration 4F: 3 clusters Score -760037.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -760243.562500 Penalty: 4223.435547
	Iteration 5Q: 3 clusters Score -760243.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -760438.562500 Penalty: 4223.435547
	Iteration 6Q: 3 clusters Score -760438.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -760575.125000 Penalty: 4223.435547
	Iteration 7Q: 3 clusters Score -760575.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -760674.875000 Penalty: 4223.435547
	Iteration 8Q: 3 clusters Score -760674.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -760740.625000 Penalty: 4223.435547
	Iteration 9Q: 3 clusters Score -760740.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -760788.562500 Penalty: 4223.435547
	Iteration 10Q: 3 clusters Score -760788.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -760826.437500 Penalty: 4223.435547
	Iteration 11Q: 3 clusters Score -760826.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -760852.875000 Penalty: 4223.435547
	Iteration 12Q: 3 clusters Score -760852.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -760876.062500 Penalty: 4223.435547
	Iteration 13Q: 3 clusters Score -760876.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -760893.750000 Penalty: 4223.435547
	Iteration 14Q: 3 clusters Score -760893.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -760912.875000 Penalty: 4223.435547
	Iteration 15Q: 3 clusters Score -760912.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -760932.187500 Penalty: 4223.435547
	Iteration 16Q: 3 clusters Score -760932.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -760957.375000 Penalty: 4223.435547
	Iteration 17Q: 3 clusters Score -760957.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -760973.437500 Penalty: 4223.435547
	Iteration 18Q: 3 clusters Score -760973.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -761001.000000 Penalty: 4223.435547
	Iteration 19Q: 3 clusters Score -761001 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -761031.750000 Penalty: 4223.435547
	Iteration 20F: 3 clusters Score -761031.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -761058.500000 Penalty: 4223.435547
	Iteration 21Q: 3 clusters Score -761058.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -761083.875000 Penalty: 4223.435547
	Iteration 22Q: 3 clusters Score -761083.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -761098.625000 Penalty: 4223.435547
	Iteration 23Q: 3 clusters Score -761098.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -761108.062500 Penalty: 4223.435547
	Iteration 24Q: 3 clusters Score -761108.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -761120.375000 Penalty: 4223.435547
	Iteration 25Q: 3 clusters Score -761120.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -761127.250000 Penalty: 4223.435547
	Iteration 26Q: 3 clusters Score -761127.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -761132.437500 Penalty: 4223.435547
	Iteration 27Q: 3 clusters Score -761132.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -761136.500000 Penalty: 4223.435547
	Iteration 28Q: 3 clusters Score -761136.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -761141.437500 Penalty: 4223.435547
	Iteration 29Q: 3 clusters Score -761141.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -761146.000000 Penalty: 4223.435547
	Iteration 30Q: 3 clusters Score -761146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -761149.687500 Penalty: 4223.435547
	Iteration 31Q: 3 clusters Score -761149.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -761155.250000 Penalty: 4223.435547
	Iteration 32Q: 3 clusters Score -761155.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -761160.625000 Penalty: 4223.435547
	Iteration 33Q: 3 clusters Score -761160.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -761164.250000 Penalty: 4223.435547
	Iteration 34Q: 3 clusters Score -761164.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -761168.312500 Penalty: 4223.435547
	Iteration 35Q: 3 clusters Score -761168.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -761170.125000 Penalty: 4223.435547
	Iteration 36Q: 3 clusters Score -761170.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -761172.625000 Penalty: 4223.435547
	Iteration 37Q: 3 clusters Score -761172.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -761172.500000 Penalty: 4223.435547
	Iteration 38Q: 3 clusters Score -761172.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -761174.187500 Penalty: 4223.435547
	Iteration 39Q: 3 clusters Score -761174.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -761178.750000 Penalty: 4223.435547
	Iteration 40F: 3 clusters Score -761178.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -761179.500000 Penalty: 4223.435547
	Iteration 41Q: 3 clusters Score -761179.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -761181.125000 Penalty: 4223.435547
	Iteration 42Q: 3 clusters Score -761181.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -761180.500000 Penalty: 4223.435547
	Iteration 43Q: 3 clusters Score -761180.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -761181.187500 Penalty: 4223.435547
	Iteration 44Q: 3 clusters Score -761181.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -761188.625000 Penalty: 4223.435547
	Iteration 45Q: 3 clusters Score -761188.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -761195.812500 Penalty: 4223.435547
	Iteration 46Q: 3 clusters Score -761195.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -761199.562500 Penalty: 4223.435547
	Iteration 47Q: 3 clusters Score -761199.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -761204.187500 Penalty: 4223.435547
	Iteration 48Q: 3 clusters Score -761204.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -761211.625000 Penalty: 4223.435547
	Iteration 49Q: 3 clusters Score -761211.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -761215.562500 Penalty: 4223.435547
	Iteration 50Q: 3 clusters Score -761215.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -761220.875000 Penalty: 4223.435547
	Iteration 51Q: 3 clusters Score -761220.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -761224.937500 Penalty: 4223.435547
	Iteration 52Q: 3 clusters Score -761224.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -761229.437500 Penalty: 4223.435547
	Iteration 53Q: 3 clusters Score -761229.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -761233.937500 Penalty: 4223.435547
	Iteration 54Q: 3 clusters Score -761233.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -761235.687500 Penalty: 4223.435547
	Iteration 55Q: 3 clusters Score -761235.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -761238.375000 Penalty: 4223.435547
	Iteration 56Q: 3 clusters Score -761238.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -761240.000000 Penalty: 4223.435547
	Iteration 57Q: 3 clusters Score -761240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -761241.375000 Penalty: 4223.435547
	Iteration 58Q: 3 clusters Score -761241.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -761243.500000 Penalty: 4223.435547
	Iteration 59Q: 3 clusters Score -761243.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -761244.375000 Penalty: 4223.435547
	Iteration 60F: 3 clusters Score -761244.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -761244.375000 Penalty: 4223.435547
	Iteration 61Q: 3 clusters Score -761244.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -761244.375000 Penalty: 4223.435547
	Iteration 62F: 3 clusters Score -761244.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Entering Unmasked Estep 
Score: -2318023.750000 Penalty: 2362.743896
	Iteration 0F: 2 clusters Score -2318024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2307905.250000 Penalty: 4725.487793
	Iteration 0F: 3 clusters Score -2307905 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2310939.750000 Penalty: 4725.487793
	Iteration 1F: 3 clusters Score -2310940 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2311242.000000 Penalty: 4725.487793
	Iteration 2F: 3 clusters Score -2311242 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2311497.750000 Penalty: 4725.487793
	Iteration 3Q: 3 clusters Score -2311498 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2311679.250000 Penalty: 4725.487793
	Iteration 4Q: 3 clusters Score -2311679 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2311834.500000 Penalty: 4725.487793
	Iteration 5Q: 3 clusters Score -2311834 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2311990.250000 Penalty: 4725.487793
	Iteration 6Q: 3 clusters Score -2311990 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2312131.250000 Penalty: 4725.487793
	Iteration 7Q: 3 clusters Score -2312131 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2312294.500000 Penalty: 4725.487793
	Iteration 8Q: 3 clusters Score -2312294 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2312434.500000 Penalty: 4725.487793
	Iteration 9Q: 3 clusters Score -2312434 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2312566.500000 Penalty: 4725.487793
	Iteration 10Q: 3 clusters Score -2312566 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2312720.500000 Penalty: 4725.487793
	Iteration 11Q: 3 clusters Score -2312720 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2312884.000000 Penalty: 4725.487793
	Iteration 12Q: 3 clusters Score -2312884 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2313029.750000 Penalty: 4725.487793
	Iteration 13Q: 3 clusters Score -2313030 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2313199.750000 Penalty: 4725.487793
	Iteration 14Q: 3 clusters Score -2313200 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2313394.250000 Penalty: 4725.487793
	Iteration 15Q: 3 clusters Score -2313394 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2313534.750000 Penalty: 4725.487793
	Iteration 16Q: 3 clusters Score -2313535 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2313681.250000 Penalty: 4725.487793
	Iteration 17Q: 3 clusters Score -2313681 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2313832.000000 Penalty: 4725.487793
	Iteration 18Q: 3 clusters Score -2313832 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2313983.250000 Penalty: 4725.487793
	Iteration 19Q: 3 clusters Score -2313983 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2314138.250000 Penalty: 4725.487793
	Iteration 20F: 3 clusters Score -2314138 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2314308.500000 Penalty: 4725.487793
	Iteration 21Q: 3 clusters Score -2314308 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2314491.000000 Penalty: 4725.487793
	Iteration 22Q: 3 clusters Score -2314491 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2314664.500000 Penalty: 4725.487793
	Iteration 23Q: 3 clusters Score -2314664 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2314836.750000 Penalty: 4725.487793
	Iteration 24Q: 3 clusters Score -2314837 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2314977.250000 Penalty: 4725.487793
	Iteration 25Q: 3 clusters Score -2314977 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2315107.500000 Penalty: 4725.487793
	Iteration 26Q: 3 clusters Score -2315108 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2315249.250000 Penalty: 4725.487793
	Iteration 27Q: 3 clusters Score -2315249 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2315385.750000 Penalty: 4725.487793
	Iteration 28Q: 3 clusters Score -2315386 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2315508.500000 Penalty: 4725.487793
	Iteration 29Q: 3 clusters Score -2315508 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2315616.750000 Penalty: 4725.487793
	Iteration 30Q: 3 clusters Score -2315617 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2315691.250000 Penalty: 4725.487793
	Iteration 31Q: 3 clusters Score -2315691 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2315742.750000 Penalty: 4725.487793
	Iteration 32Q: 3 clusters Score -2315743 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2315783.750000 Penalty: 4725.487793
	Iteration 33Q: 3 clusters Score -2315784 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2315837.750000 Penalty: 4725.487793
	Iteration 34Q: 3 clusters Score -2315838 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2315876.000000 Penalty: 4725.487793
	Iteration 35Q: 3 clusters Score -2315876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2315900.500000 Penalty: 4725.487793
	Iteration 36Q: 3 clusters Score -2315900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2315918.500000 Penalty: 4725.487793
	Iteration 37Q: 3 clusters Score -2315918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2315932.250000 Penalty: 4725.487793
	Iteration 38Q: 3 clusters Score -2315932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2315942.750000 Penalty: 4725.487793
	Iteration 39Q: 3 clusters Score -2315943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2315949.000000 Penalty: 4725.487793
	Iteration 40F: 3 clusters Score -2315949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2315950.500000 Penalty: 4725.487793
	Iteration 41Q: 3 clusters Score -2315950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2315948.500000 Penalty: 4725.487793
	Iteration 42Q: 3 clusters Score -2315948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2315952.250000 Penalty: 4725.487793
	Iteration 43Q: 3 clusters Score -2315952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2315955.750000 Penalty: 4725.487793
	Iteration 44Q: 3 clusters Score -2315956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2315951.000000 Penalty: 4725.487793
	Iteration 45Q: 3 clusters Score -2315951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2315960.250000 Penalty: 4725.487793
	Iteration 46Q: 3 clusters Score -2315960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2315964.250000 Penalty: 4725.487793
	Iteration 47Q: 3 clusters Score -2315964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2315970.500000 Penalty: 4725.487793
	Iteration 48Q: 3 clusters Score -2315970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2315970.750000 Penalty: 4725.487793
	Iteration 49Q: 3 clusters Score -2315971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2315967.000000 Penalty: 4725.487793
	Iteration 50Q: 3 clusters Score -2315967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2315973.000000 Penalty: 4725.487793
	Iteration 51Q: 3 clusters Score -2315973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2315974.250000 Penalty: 4725.487793
	Iteration 52Q: 3 clusters Score -2315974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2315973.500000 Penalty: 4725.487793
	Iteration 53Q: 3 clusters Score -2315974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2315975.250000 Penalty: 4725.487793
	Iteration 54Q: 3 clusters Score -2315975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2315976.750000 Penalty: 4725.487793
	Iteration 55Q: 3 clusters Score -2315977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2315981.750000 Penalty: 4725.487793
	Iteration 56Q: 3 clusters Score -2315982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2315982.000000 Penalty: 4725.487793
	Iteration 57Q: 3 clusters Score -2315982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2315980.500000 Penalty: 4725.487793
	Iteration 58Q: 3 clusters Score -2315980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2315982.250000 Penalty: 4725.487793
	Iteration 59Q: 3 clusters Score -2315982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2315986.250000 Penalty: 4725.487793
	Iteration 60F: 3 clusters Score -2315986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2315985.500000 Penalty: 4725.487793
	Iteration 61Q: 3 clusters Score -2315986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2315989.500000 Penalty: 4725.487793
	Iteration 62Q: 3 clusters Score -2315990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2315989.500000 Penalty: 4725.487793
	Iteration 63F: 3 clusters Score -2315990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (75106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75106 members 
Entering Unmasked Estep 
Score: -12712081.000000 Penalty: 2784.210693
	Iteration 0F: 2 clusters Score -1.271208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -12664969.000000 Penalty: 5568.421387
	Iteration 0F: 3 clusters Score -1.266497e+07 nChanged 35334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -12685354.000000 Penalty: 5568.421387
	Iteration 1F: 3 clusters Score -1.268535e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -12686384.000000 Penalty: 5568.421387
	Iteration 2Q: 3 clusters Score -1.268638e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -12687583.000000 Penalty: 5568.421387
	Iteration 3Q: 3 clusters Score -1.268758e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -12688967.000000 Penalty: 5568.421387
	Iteration 4Q: 3 clusters Score -1.268897e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -12690910.000000 Penalty: 5568.421387
	Iteration 5Q: 3 clusters Score -1.269091e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -12693402.000000 Penalty: 5568.421387
	Iteration 6F: 3 clusters Score -1.26934e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -12696114.000000 Penalty: 5568.421387
	Iteration 7F: 3 clusters Score -1.269611e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -12698447.000000 Penalty: 5568.421387
	Iteration 8F: 3 clusters Score -1.269845e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -12699689.000000 Penalty: 5568.421387
	Iteration 9Q: 3 clusters Score -1.269969e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -12700285.000000 Penalty: 5568.421387
	Iteration 10Q: 3 clusters Score -1.270028e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -12700468.000000 Penalty: 5568.421387
	Iteration 11Q: 3 clusters Score -1.270047e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -12700617.000000 Penalty: 5568.421387
	Iteration 12Q: 3 clusters Score -1.270062e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -12700759.000000 Penalty: 5568.421387
	Iteration 13Q: 3 clusters Score -1.270076e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 52858 members 
Entering Unmasked Estep 
Score: -12700857.000000 Penalty: 5568.421387
	Iteration 14Q: 3 clusters Score -1.270086e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -12700939.000000 Penalty: 5568.421387
	Iteration 15Q: 3 clusters Score -1.270094e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 53453 members 
Entering Unmasked Estep 
Score: -12700980.000000 Penalty: 5568.421387
	Iteration 16Q: 3 clusters Score -1.270098e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -12700996.000000 Penalty: 5568.421387
	Iteration 17Q: 3 clusters Score -1.2701e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -12701032.000000 Penalty: 5568.421387
	Iteration 18Q: 3 clusters Score -1.270103e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 54124 members 
Entering Unmasked Estep 
Score: -12701063.000000 Penalty: 5568.421387
	Iteration 19Q: 3 clusters Score -1.270106e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -12701083.000000 Penalty: 5568.421387
	Iteration 20F: 3 clusters Score -1.270108e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -12701144.000000 Penalty: 5568.421387
	Iteration 21Q: 3 clusters Score -1.270114e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 54766 members 
Entering Unmasked Estep 
Score: -12701169.000000 Penalty: 5568.421387
	Iteration 22Q: 3 clusters Score -1.270117e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -12701201.000000 Penalty: 5568.421387
	Iteration 23Q: 3 clusters Score -1.27012e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -12701174.000000 Penalty: 5568.421387
	Iteration 24Q: 3 clusters Score -1.270117e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
Score: -12701263.000000 Penalty: 5568.421387
	Iteration 25Q: 3 clusters Score -1.270126e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -12701289.000000 Penalty: 5568.421387
	Iteration 26Q: 3 clusters Score -1.270129e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
Score: -12701302.000000 Penalty: 5568.421387
	Iteration 27Q: 3 clusters Score -1.27013e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 55881 members 
Entering Unmasked Estep 
Score: -12701354.000000 Penalty: 5568.421387
	Iteration 28Q: 3 clusters Score -1.270135e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 56009 members 
Entering Unmasked Estep 
Score: -12701338.000000 Penalty: 5568.421387
	Iteration 29Q: 3 clusters Score -1.270134e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -12701402.000000 Penalty: 5568.421387
	Iteration 30Q: 3 clusters Score -1.27014e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -12701465.000000 Penalty: 5568.421387
	Iteration 31Q: 3 clusters Score -1.270146e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -12701558.000000 Penalty: 5568.421387
	Iteration 32Q: 3 clusters Score -1.270156e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -12701582.000000 Penalty: 5568.421387
	Iteration 33Q: 3 clusters Score -1.270158e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -12701653.000000 Penalty: 5568.421387
	Iteration 34Q: 3 clusters Score -1.270165e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 57207 members 
Entering Unmasked Estep 
Score: -12701668.000000 Penalty: 5568.421387
	Iteration 35Q: 3 clusters Score -1.270167e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
Score: -12701733.000000 Penalty: 5568.421387
	Iteration 36Q: 3 clusters Score -1.270173e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 57708 members 
Entering Unmasked Estep 
Score: -12701798.000000 Penalty: 5568.421387
	Iteration 37Q: 3 clusters Score -1.27018e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 57966 members 
Entering Unmasked Estep 
Score: -12701925.000000 Penalty: 5568.421387
	Iteration 38Q: 3 clusters Score -1.270192e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 58216 members 
Entering Unmasked Estep 
Score: -12701957.000000 Penalty: 5568.421387
	Iteration 39Q: 3 clusters Score -1.270196e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 58463 members 
Entering Unmasked Estep 
Score: -12702051.000000 Penalty: 5568.421387
	Iteration 40F: 3 clusters Score -1.270205e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 58683 members 
Entering Unmasked Estep 
Score: -12702078.000000 Penalty: 5568.421387
	Iteration 41Q: 3 clusters Score -1.270208e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 58951 members 
Entering Unmasked Estep 
Score: -12702215.000000 Penalty: 5568.421387
	Iteration 42Q: 3 clusters Score -1.270222e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 59233 members 
Entering Unmasked Estep 
Score: -12702308.000000 Penalty: 5568.421387
	Iteration 43Q: 3 clusters Score -1.270231e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -12702406.000000 Penalty: 5568.421387
	Iteration 44Q: 3 clusters Score -1.270241e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 59861 members 
Entering Unmasked Estep 
Score: -12702495.000000 Penalty: 5568.421387
	Iteration 45Q: 3 clusters Score -1.27025e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -12702611.000000 Penalty: 5568.421387
	Iteration 46Q: 3 clusters Score -1.270261e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 60464 members 
Entering Unmasked Estep 
Score: -12702718.000000 Penalty: 5568.421387
	Iteration 47Q: 3 clusters Score -1.270272e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 60772 members 
Entering Unmasked Estep 
Score: -12702810.000000 Penalty: 5568.421387
	Iteration 48Q: 3 clusters Score -1.270281e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 61054 members 
Entering Unmasked Estep 
Score: -12702863.000000 Penalty: 5568.421387
	Iteration 49Q: 3 clusters Score -1.270286e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 61348 members 
Entering Unmasked Estep 
Score: -12702913.000000 Penalty: 5568.421387
	Iteration 50Q: 3 clusters Score -1.270291e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 61643 members 
Entering Unmasked Estep 
Score: -12702969.000000 Penalty: 5568.421387
	Iteration 51Q: 3 clusters Score -1.270297e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 61963 members 
Entering Unmasked Estep 
Score: -12703047.000000 Penalty: 5568.421387
	Iteration 52Q: 3 clusters Score -1.270305e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -12703101.000000 Penalty: 5568.421387
	Iteration 53Q: 3 clusters Score -1.27031e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
Score: -12703163.000000 Penalty: 5568.421387
	Iteration 54Q: 3 clusters Score -1.270316e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 62894 members 
Entering Unmasked Estep 
Score: -12703261.000000 Penalty: 5568.421387
	Iteration 55Q: 3 clusters Score -1.270326e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 63196 members 
Entering Unmasked Estep 
Score: -12703419.000000 Penalty: 5568.421387
	Iteration 56Q: 3 clusters Score -1.270342e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -12703482.000000 Penalty: 5568.421387
	Iteration 57Q: 3 clusters Score -1.270348e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 63784 members 
Entering Unmasked Estep 
Score: -12703551.000000 Penalty: 5568.421387
	Iteration 58Q: 3 clusters Score -1.270355e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 64084 members 
Entering Unmasked Estep 
Score: -12703640.000000 Penalty: 5568.421387
	Iteration 59Q: 3 clusters Score -1.270364e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -12703724.000000 Penalty: 5568.421387
	Iteration 60F: 3 clusters Score -1.270372e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 64779 members 
Entering Unmasked Estep 
Score: -12703839.000000 Penalty: 5568.421387
	Iteration 61Q: 3 clusters Score -1.270384e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -12703981.000000 Penalty: 5568.421387
	Iteration 62Q: 3 clusters Score -1.270398e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -12704135.000000 Penalty: 5568.421387
	Iteration 63Q: 3 clusters Score -1.270414e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 65844 members 
Entering Unmasked Estep 
Score: -12704273.000000 Penalty: 5568.421387
	Iteration 64Q: 3 clusters Score -1.270427e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 66217 members 
Entering Unmasked Estep 
Score: -12704461.000000 Penalty: 5568.421387
	Iteration 65Q: 3 clusters Score -1.270446e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 66612 members 
Entering Unmasked Estep 
Score: -12704628.000000 Penalty: 5568.421387
	Iteration 66Q: 3 clusters Score -1.270463e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -12704776.000000 Penalty: 5568.421387
	Iteration 67Q: 3 clusters Score -1.270478e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 67347 members 
Entering Unmasked Estep 
Score: -12704929.000000 Penalty: 5568.421387
	Iteration 68Q: 3 clusters Score -1.270493e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 67757 members 
Entering Unmasked Estep 
Score: -12705126.000000 Penalty: 5568.421387
	Iteration 69Q: 3 clusters Score -1.270513e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 68166 members 
Entering Unmasked Estep 
Score: -12705361.000000 Penalty: 5568.421387
	Iteration 70Q: 3 clusters Score -1.270536e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 68559 members 
Entering Unmasked Estep 
Score: -12705571.000000 Penalty: 5568.421387
	Iteration 71Q: 3 clusters Score -1.270557e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 68933 members 
Entering Unmasked Estep 
Score: -12705732.000000 Penalty: 5568.421387
	Iteration 72Q: 3 clusters Score -1.270573e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 69302 members 
Entering Unmasked Estep 
Score: -12705902.000000 Penalty: 5568.421387
	Iteration 73Q: 3 clusters Score -1.27059e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 69701 members 
Entering Unmasked Estep 
Score: -12706142.000000 Penalty: 5568.421387
	Iteration 74Q: 3 clusters Score -1.270614e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 70124 members 
Entering Unmasked Estep 
Score: -12706285.000000 Penalty: 5568.421387
	Iteration 75Q: 3 clusters Score -1.270628e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 70542 members 
Entering Unmasked Estep 
Score: -12706580.000000 Penalty: 5568.421387
	Iteration 76Q: 3 clusters Score -1.270658e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 70973 members 
Entering Unmasked Estep 
Score: -12706877.000000 Penalty: 5568.421387
	Iteration 77Q: 3 clusters Score -1.270688e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 71389 members 
Entering Unmasked Estep 
Score: -12707161.000000 Penalty: 5568.421387
	Iteration 78Q: 3 clusters Score -1.270716e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 71789 members 
Entering Unmasked Estep 
Score: -12707360.000000 Penalty: 5568.421387
	Iteration 79Q: 3 clusters Score -1.270736e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 72130 members 
Entering Unmasked Estep 
Score: -12707638.000000 Penalty: 5568.421387
	Iteration 80F: 3 clusters Score -1.270764e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 72445 members 
Entering Unmasked Estep 
Score: -12707850.000000 Penalty: 5568.421387
	Iteration 81Q: 3 clusters Score -1.270785e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 72708 members 
Entering Unmasked Estep 
Score: -12708093.000000 Penalty: 5568.421387
	Iteration 82Q: 3 clusters Score -1.270809e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 72934 members 
Entering Unmasked Estep 
Score: -12708225.000000 Penalty: 5568.421387
	Iteration 83Q: 3 clusters Score -1.270822e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 73127 members 
Entering Unmasked Estep 
Score: -12708400.000000 Penalty: 5568.421387
	Iteration 84Q: 3 clusters Score -1.27084e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 73295 members 
Entering Unmasked Estep 
Score: -12708516.000000 Penalty: 5568.421387
	Iteration 85Q: 3 clusters Score -1.270852e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 73433 members 
Entering Unmasked Estep 
Score: -12708635.000000 Penalty: 5568.421387
	Iteration 86Q: 3 clusters Score -1.270864e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 73562 members 
Entering Unmasked Estep 
Score: -12708726.000000 Penalty: 5568.421387
	Iteration 87Q: 3 clusters Score -1.270873e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 73662 members 
Entering Unmasked Estep 
Score: -12708801.000000 Penalty: 5568.421387
	Iteration 88Q: 3 clusters Score -1.27088e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 73750 members 
Entering Unmasked Estep 
Score: -12708870.000000 Penalty: 5568.421387
	Iteration 89Q: 3 clusters Score -1.270887e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 73835 members 
Entering Unmasked Estep 
Score: -12708936.000000 Penalty: 5568.421387
	Iteration 90Q: 3 clusters Score -1.270894e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
Score: -12709015.000000 Penalty: 5568.421387
	Iteration 91Q: 3 clusters Score -1.270902e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 73972 members 
Entering Unmasked Estep 
Score: -12709072.000000 Penalty: 5568.421387
	Iteration 92Q: 3 clusters Score -1.270907e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 74015 members 
Entering Unmasked Estep 
Score: -12709115.000000 Penalty: 5568.421387
	Iteration 93Q: 3 clusters Score -1.270912e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 74058 members 
Entering Unmasked Estep 
Score: -12709196.000000 Penalty: 5568.421387
	Iteration 94Q: 3 clusters Score -1.27092e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 74098 members 
Entering Unmasked Estep 
Score: -12709224.000000 Penalty: 5568.421387
	Iteration 95Q: 3 clusters Score -1.270922e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 74138 members 
Entering Unmasked Estep 
Score: -12709246.000000 Penalty: 5568.421387
	Iteration 96Q: 3 clusters Score -1.270925e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 74160 members 
Entering Unmasked Estep 
Score: -12709262.000000 Penalty: 5568.421387
	Iteration 97Q: 3 clusters Score -1.270926e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 74186 members 
Entering Unmasked Estep 
Score: -12709281.000000 Penalty: 5568.421387
	Iteration 98Q: 3 clusters Score -1.270928e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 74212 members 
Entering Unmasked Estep 
Score: -12709308.000000 Penalty: 5568.421387
	Iteration 99Q: 3 clusters Score -1.270931e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 74228 members 
Entering Unmasked Estep 
Score: -12709322.000000 Penalty: 5568.421387
	Iteration 100F: 3 clusters Score -1.270932e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 74249 members 
Entering Unmasked Estep 
Score: -12709331.000000 Penalty: 5568.421387
	Iteration 101Q: 3 clusters Score -1.270933e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 74265 members 
Entering Unmasked Estep 
Score: -12709369.000000 Penalty: 5568.421387
	Iteration 102Q: 3 clusters Score -1.270937e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 74278 members 
Entering Unmasked Estep 
Score: -12709384.000000 Penalty: 5568.421387
	Iteration 103Q: 3 clusters Score -1.270938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 74290 members 
Entering Unmasked Estep 
Score: -12709401.000000 Penalty: 5568.421387
	Iteration 104Q: 3 clusters Score -1.27094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 74298 members 
Entering Unmasked Estep 
Score: -12709404.000000 Penalty: 5568.421387
	Iteration 105Q: 3 clusters Score -1.27094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 74305 members 
Entering Unmasked Estep 
Score: -12709395.000000 Penalty: 5568.421387
	Iteration 106Q: 3 clusters Score -1.27094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 74314 members 
Entering Unmasked Estep 
Score: -12709420.000000 Penalty: 5568.421387
	Iteration 107Q: 3 clusters Score -1.270942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 74321 members 
Entering Unmasked Estep 
Score: -12709405.000000 Penalty: 5568.421387
	Iteration 108Q: 3 clusters Score -1.27094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 74324 members 
Entering Unmasked Estep 
Score: -12709423.000000 Penalty: 5568.421387
	Iteration 109Q: 3 clusters Score -1.270942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 74328 members 
Entering Unmasked Estep 
Score: -12709420.000000 Penalty: 5568.421387
	Iteration 110Q: 3 clusters Score -1.270942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 74330 members 
Entering Unmasked Estep 
Score: -12709427.000000 Penalty: 5568.421387
	Iteration 111Q: 3 clusters Score -1.270943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -12709423.000000 Penalty: 5568.421387
	Iteration 112Q: 3 clusters Score -1.270942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 74337 members 
Entering Unmasked Estep 
Score: -12709416.000000 Penalty: 5568.421387
	Iteration 113Q: 3 clusters Score -1.270942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 74340 members 
Entering Unmasked Estep 
Score: -12709412.000000 Penalty: 5568.421387
	Iteration 114Q: 3 clusters Score -1.270941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 74341 members 
Entering Unmasked Estep 
Score: -12709407.000000 Penalty: 5568.421387
	Iteration 115Q: 3 clusters Score -1.270941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 74342 members 
Entering Unmasked Estep 
Score: -12709396.000000 Penalty: 5568.421387
	Iteration 116Q: 3 clusters Score -1.27094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 74344 members 
Entering Unmasked Estep 
Score: -12709422.000000 Penalty: 5568.421387
	Iteration 117Q: 3 clusters Score -1.270942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 74346 members 
Entering Unmasked Estep 
Score: -12709418.000000 Penalty: 5568.421387
	Iteration 118Q: 3 clusters Score -1.270942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 74348 members 
Entering Unmasked Estep 
Score: -12709403.000000 Penalty: 5568.421387
	Iteration 119Q: 3 clusters Score -1.27094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 74350 members 
Entering Unmasked Estep 
Score: -12709399.000000 Penalty: 5568.421387
	Iteration 120F: 3 clusters Score -1.27094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 74351 members 
Entering Unmasked Estep 
Score: -12709404.000000 Penalty: 5568.421387
	Iteration 121Q: 3 clusters Score -1.27094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 74352 members 
Entering Unmasked Estep 
Score: -12709406.000000 Penalty: 5568.421387
	Iteration 122Q: 3 clusters Score -1.270941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 74352 members 
Entering Unmasked Estep 
Score: -12709406.000000 Penalty: 5568.421387
	Iteration 123F: 3 clusters Score -1.270941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Entering Unmasked Estep 
Score: -2989465.250000 Penalty: 2425.935547
	Iteration 0F: 2 clusters Score -2989465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2976843.000000 Penalty: 4851.871094
	Iteration 0F: 3 clusters Score -2976843 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2980838.750000 Penalty: 4851.871094
	Iteration 1F: 3 clusters Score -2980839 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2981227.250000 Penalty: 4851.871094
	Iteration 2F: 3 clusters Score -2981227 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2981562.250000 Penalty: 4851.871094
	Iteration 3Q: 3 clusters Score -2981562 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2981879.250000 Penalty: 4851.871094
	Iteration 4Q: 3 clusters Score -2981879 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2982158.000000 Penalty: 4851.871094
	Iteration 5Q: 3 clusters Score -2982158 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2982518.500000 Penalty: 4851.871094
	Iteration 6Q: 3 clusters Score -2982518 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2982970.750000 Penalty: 4851.871094
	Iteration 7Q: 3 clusters Score -2982971 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2983527.250000 Penalty: 4851.871094
	Iteration 8F: 3 clusters Score -2983527 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2984219.250000 Penalty: 4851.871094
	Iteration 9F: 3 clusters Score -2984219 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2984901.250000 Penalty: 4851.871094
	Iteration 10F: 3 clusters Score -2984901 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2985446.500000 Penalty: 4851.871094
	Iteration 11Q: 3 clusters Score -2985446 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2985928.500000 Penalty: 4851.871094
	Iteration 12Q: 3 clusters Score -2985928 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2986309.750000 Penalty: 4851.871094
	Iteration 13Q: 3 clusters Score -2986310 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2986688.750000 Penalty: 4851.871094
	Iteration 14Q: 3 clusters Score -2986689 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2986942.000000 Penalty: 4851.871094
	Iteration 15Q: 3 clusters Score -2986942 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2987077.250000 Penalty: 4851.871094
	Iteration 16Q: 3 clusters Score -2987077 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2987169.750000 Penalty: 4851.871094
	Iteration 17Q: 3 clusters Score -2987170 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2987218.000000 Penalty: 4851.871094
	Iteration 18Q: 3 clusters Score -2987218 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2987249.500000 Penalty: 4851.871094
	Iteration 19Q: 3 clusters Score -2987250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2987301.750000 Penalty: 4851.871094
	Iteration 20F: 3 clusters Score -2987302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2987335.250000 Penalty: 4851.871094
	Iteration 21Q: 3 clusters Score -2987335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2987346.750000 Penalty: 4851.871094
	Iteration 22Q: 3 clusters Score -2987347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2987376.750000 Penalty: 4851.871094
	Iteration 23Q: 3 clusters Score -2987377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2987390.250000 Penalty: 4851.871094
	Iteration 24Q: 3 clusters Score -2987390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2987398.750000 Penalty: 4851.871094
	Iteration 25Q: 3 clusters Score -2987399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2987406.250000 Penalty: 4851.871094
	Iteration 26Q: 3 clusters Score -2987406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2987420.000000 Penalty: 4851.871094
	Iteration 27Q: 3 clusters Score -2987420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2987425.500000 Penalty: 4851.871094
	Iteration 28Q: 3 clusters Score -2987426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2987429.750000 Penalty: 4851.871094
	Iteration 29Q: 3 clusters Score -2987430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2987441.250000 Penalty: 4851.871094
	Iteration 30Q: 3 clusters Score -2987441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2987448.250000 Penalty: 4851.871094
	Iteration 31Q: 3 clusters Score -2987448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2987451.750000 Penalty: 4851.871094
	Iteration 32Q: 3 clusters Score -2987452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2987455.250000 Penalty: 4851.871094
	Iteration 33Q: 3 clusters Score -2987455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2987458.000000 Penalty: 4851.871094
	Iteration 34Q: 3 clusters Score -2987458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2987462.000000 Penalty: 4851.871094
	Iteration 35Q: 3 clusters Score -2987462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2987462.750000 Penalty: 4851.871094
	Iteration 36Q: 3 clusters Score -2987463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2987464.500000 Penalty: 4851.871094
	Iteration 37Q: 3 clusters Score -2987464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2987466.500000 Penalty: 4851.871094
	Iteration 38Q: 3 clusters Score -2987466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2987473.250000 Penalty: 4851.871094
	Iteration 39Q: 3 clusters Score -2987473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2987474.500000 Penalty: 4851.871094
	Iteration 40F: 3 clusters Score -2987474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2987479.250000 Penalty: 4851.871094
	Iteration 41Q: 3 clusters Score -2987479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2987478.000000 Penalty: 4851.871094
	Iteration 42Q: 3 clusters Score -2987478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2987476.500000 Penalty: 4851.871094
	Iteration 43Q: 3 clusters Score -2987476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2987481.500000 Penalty: 4851.871094
	Iteration 44Q: 3 clusters Score -2987482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2987480.750000 Penalty: 4851.871094
	Iteration 45Q: 3 clusters Score -2987481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2987486.000000 Penalty: 4851.871094
	Iteration 46Q: 3 clusters Score -2987486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2987486.750000 Penalty: 4851.871094
	Iteration 47Q: 3 clusters Score -2987487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2987486.750000 Penalty: 4851.871094
	Iteration 48F: 3 clusters Score -2987487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Entering Unmasked Estep 
Score: -3180001.500000 Penalty: 2455.878906
	Iteration 0F: 2 clusters Score -3180002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -3165957.500000 Penalty: 4911.757812
	Iteration 0F: 3 clusters Score -3165958 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -3170664.250000 Penalty: 4911.757812
	Iteration 1F: 3 clusters Score -3170664 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -3171278.500000 Penalty: 4911.757812
	Iteration 2F: 3 clusters Score -3171278 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -3171937.250000 Penalty: 4911.757812
	Iteration 3F: 3 clusters Score -3171937 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -3172701.750000 Penalty: 4911.757812
	Iteration 4F: 3 clusters Score -3172702 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -3173588.250000 Penalty: 4911.757812
	Iteration 5F: 3 clusters Score -3173588 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3174470.750000 Penalty: 4911.757812
	Iteration 6F: 3 clusters Score -3174471 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -3175219.250000 Penalty: 4911.757812
	Iteration 7F: 3 clusters Score -3175219 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -3175743.250000 Penalty: 4911.757812
	Iteration 8Q: 3 clusters Score -3175743 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3176065.250000 Penalty: 4911.757812
	Iteration 9Q: 3 clusters Score -3176065 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -3176281.500000 Penalty: 4911.757812
	Iteration 10Q: 3 clusters Score -3176282 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -3176437.250000 Penalty: 4911.757812
	Iteration 11Q: 3 clusters Score -3176437 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -3176530.250000 Penalty: 4911.757812
	Iteration 12Q: 3 clusters Score -3176530 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -3176625.750000 Penalty: 4911.757812
	Iteration 13Q: 3 clusters Score -3176626 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -3176672.250000 Penalty: 4911.757812
	Iteration 14Q: 3 clusters Score -3176672 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -3176709.500000 Penalty: 4911.757812
	Iteration 15Q: 3 clusters Score -3176710 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -3176740.250000 Penalty: 4911.757812
	Iteration 16Q: 3 clusters Score -3176740 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -3176784.750000 Penalty: 4911.757812
	Iteration 17Q: 3 clusters Score -3176785 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -3176797.250000 Penalty: 4911.757812
	Iteration 18Q: 3 clusters Score -3176797 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -3176809.750000 Penalty: 4911.757812
	Iteration 19Q: 3 clusters Score -3176810 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -3176822.750000 Penalty: 4911.757812
	Iteration 20F: 3 clusters Score -3176823 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -3176844.750000 Penalty: 4911.757812
	Iteration 21Q: 3 clusters Score -3176845 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -3176858.500000 Penalty: 4911.757812
	Iteration 22Q: 3 clusters Score -3176858 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -3176884.750000 Penalty: 4911.757812
	Iteration 23Q: 3 clusters Score -3176885 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -3176904.500000 Penalty: 4911.757812
	Iteration 24Q: 3 clusters Score -3176904 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -3176917.500000 Penalty: 4911.757812
	Iteration 25Q: 3 clusters Score -3176918 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -3176958.500000 Penalty: 4911.757812
	Iteration 26Q: 3 clusters Score -3176958 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -3177008.500000 Penalty: 4911.757812
	Iteration 27Q: 3 clusters Score -3177008 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -3177049.500000 Penalty: 4911.757812
	Iteration 28Q: 3 clusters Score -3177050 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -3177088.500000 Penalty: 4911.757812
	Iteration 29Q: 3 clusters Score -3177088 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -3177158.500000 Penalty: 4911.757812
	Iteration 30Q: 3 clusters Score -3177158 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -3177243.750000 Penalty: 4911.757812
	Iteration 31Q: 3 clusters Score -3177244 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3177394.500000 Penalty: 4911.757812
	Iteration 32Q: 3 clusters Score -3177394 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -3177576.250000 Penalty: 4911.757812
	Iteration 33Q: 3 clusters Score -3177576 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -3177762.250000 Penalty: 4911.757812
	Iteration 34Q: 3 clusters Score -3177762 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3177918.250000 Penalty: 4911.757812
	Iteration 35Q: 3 clusters Score -3177918 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3178049.500000 Penalty: 4911.757812
	Iteration 36Q: 3 clusters Score -3178050 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3178166.500000 Penalty: 4911.757812
	Iteration 37Q: 3 clusters Score -3178166 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -3178254.750000 Penalty: 4911.757812
	Iteration 38Q: 3 clusters Score -3178255 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -3178328.250000 Penalty: 4911.757812
	Iteration 39Q: 3 clusters Score -3178328 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -3178375.500000 Penalty: 4911.757812
	Iteration 40F: 3 clusters Score -3178376 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3178408.000000 Penalty: 4911.757812
	Iteration 41Q: 3 clusters Score -3178408 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -3178434.250000 Penalty: 4911.757812
	Iteration 42Q: 3 clusters Score -3178434 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -3178480.750000 Penalty: 4911.757812
	Iteration 43Q: 3 clusters Score -3178481 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -3178494.000000 Penalty: 4911.757812
	Iteration 44Q: 3 clusters Score -3178494 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -3178518.750000 Penalty: 4911.757812
	Iteration 45Q: 3 clusters Score -3178519 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3178546.500000 Penalty: 4911.757812
	Iteration 46Q: 3 clusters Score -3178546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -3178562.750000 Penalty: 4911.757812
	Iteration 47Q: 3 clusters Score -3178563 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -3178560.500000 Penalty: 4911.757812
	Iteration 48Q: 3 clusters Score -3178560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3178569.500000 Penalty: 4911.757812
	Iteration 49Q: 3 clusters Score -3178570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3178568.000000 Penalty: 4911.757812
	Iteration 50Q: 3 clusters Score -3178568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3178574.750000 Penalty: 4911.757812
	Iteration 51Q: 3 clusters Score -3178575 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3178571.250000 Penalty: 4911.757812
	Iteration 52Q: 3 clusters Score -3178571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3178570.000000 Penalty: 4911.757812
	Iteration 53Q: 3 clusters Score -3178570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3178560.500000 Penalty: 4911.757812
	Iteration 54Q: 3 clusters Score -3178560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -3178573.000000 Penalty: 4911.757812
	Iteration 55Q: 3 clusters Score -3178573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3178577.750000 Penalty: 4911.757812
	Iteration 56Q: 3 clusters Score -3178578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3178588.250000 Penalty: 4911.757812
	Iteration 57Q: 3 clusters Score -3178588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3178582.250000 Penalty: 4911.757812
	Iteration 58Q: 3 clusters Score -3178582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -3178583.000000 Penalty: 4911.757812
	Iteration 59Q: 3 clusters Score -3178583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -3178588.750000 Penalty: 4911.757812
	Iteration 60F: 3 clusters Score -3178589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -3178589.250000 Penalty: 4911.757812
	Iteration 61Q: 3 clusters Score -3178589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -3178589.750000 Penalty: 4911.757812
	Iteration 62Q: 3 clusters Score -3178590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -3178588.750000 Penalty: 4911.757812
	Iteration 63Q: 3 clusters Score -3178589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3178590.750000 Penalty: 4911.757812
	Iteration 64Q: 3 clusters Score -3178591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -3178597.250000 Penalty: 4911.757812
	Iteration 65Q: 3 clusters Score -3178597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -3178593.750000 Penalty: 4911.757812
	Iteration 66Q: 3 clusters Score -3178594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -3178592.500000 Penalty: 4911.757812
	Iteration 67Q: 3 clusters Score -3178592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -3178592.000000 Penalty: 4911.757812
	Iteration 68Q: 3 clusters Score -3178592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -3178592.000000 Penalty: 4911.757812
	Iteration 69F: 3 clusters Score -3178592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Entering Unmasked Estep 
Score: -969777.937500 Penalty: 2146.666016
	Iteration 0F: 2 clusters Score -969777.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -964781.875000 Penalty: 4293.332031
	Iteration 0F: 3 clusters Score -964781.9 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -966319.812500 Penalty: 4293.332031
	Iteration 1F: 3 clusters Score -966319.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -966884.812500 Penalty: 4293.332031
	Iteration 2F: 3 clusters Score -966884.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -967502.125000 Penalty: 4293.332031
	Iteration 3F: 3 clusters Score -967502.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -968213.375000 Penalty: 4293.332031
	Iteration 4F: 3 clusters Score -968213.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -968926.125000 Penalty: 4293.332031
	Iteration 5F: 3 clusters Score -968926.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -969565.312500 Penalty: 4293.332031
	Iteration 6F: 3 clusters Score -969565.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -970132.812500 Penalty: 4293.332031
	Iteration 7F: 3 clusters Score -970132.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -970522.125000 Penalty: 4293.332031
	Iteration 8Q: 3 clusters Score -970522.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -970687.125000 Penalty: 4293.332031
	Iteration 9Q: 3 clusters Score -970687.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -970758.375000 Penalty: 4293.332031
	Iteration 10Q: 3 clusters Score -970758.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -970785.000000 Penalty: 4293.332031
	Iteration 11Q: 3 clusters Score -970785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -970795.500000 Penalty: 4293.332031
	Iteration 12Q: 3 clusters Score -970795.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -970805.000000 Penalty: 4293.332031
	Iteration 13Q: 3 clusters Score -970805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -970809.875000 Penalty: 4293.332031
	Iteration 14Q: 3 clusters Score -970809.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -970809.562500 Penalty: 4293.332031
	Iteration 15Q: 3 clusters Score -970809.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -970809.937500 Penalty: 4293.332031
	Iteration 16Q: 3 clusters Score -970809.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -970810.812500 Penalty: 4293.332031
	Iteration 17Q: 3 clusters Score -970810.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -970810.812500 Penalty: 4293.332031
	Iteration 18F: 3 clusters Score -970810.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 34884 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61440 members 
Mstep: Class 5 contains 33418 members 
Mstep: Class 6 contains 6054 members 
Mstep: Class 7 contains 7654 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 31255 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6450 members 
Mstep: Class 12 contains 33707 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10339 members 
Mstep: Class 15 contains 2822 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61727 members 
Mstep: Class 18 contains 4989 members 
Mstep: Class 19 contains 13728 members 
Mstep: Class 20 contains 75106 members 
Mstep: Class 21 contains 17712 members 
Mstep: Class 22 contains 19985 members 
Mstep: Class 23 contains 3289 members 
Mstep: Class 24 contains 4557 members 
Mstep: Class 25 contains 3510 members 
Mstep: Class 26 contains 6457 members 
Mstep: Class 27 contains 7256 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11412 members 
Mstep: Class 32 contains 13268 members 
Mstep: Class 33 contains 5653 members 
Mstep: Class 34 contains 52906 members 
Mstep: Class 35 contains 11840 members 
Mstep: Class 36 contains 4440 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2404 members 
Mstep: Class 39 contains 52615 members 
Mstep: Class 40 contains 2008 members 
Mstep: Class 41 contains 18370 members 
Mstep: Class 42 contains 1409 members 
Mstep: Class 43 contains 722 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7442 members 
Mstep: Class 47 contains 16809 members 
Mstep: Class 48 contains 5892 members 
Mstep: Class 49 contains 1518 members 
Mstep: Class 50 contains 2455 members 
Entering Unmasked Estep 
Score: -115055936.000000 Penalty: 166910.750000
Splitting cluster 23 changes total score from -115056448.000000 to -115055936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (4557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Entering Unmasked Estep 
Score: -763260.875000 Penalty: 2089.256104
	Iteration 0F: 2 clusters Score -763260.9 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 2320 members 
Entering Unmasked Estep 
Score: -759049.187500 Penalty: 4178.512207
	Iteration 0F: 3 clusters Score -759049.2 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -760131.375000 Penalty: 4178.512207
	Iteration 1F: 3 clusters Score -760131.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -760384.000000 Penalty: 4178.512207
	Iteration 2F: 3 clusters Score -760384 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -760552.812500 Penalty: 4178.512207
	Iteration 3F: 3 clusters Score -760552.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -760711.000000 Penalty: 4178.512207
	Iteration 4Q: 3 clusters Score -760711 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -760848.375000 Penalty: 4178.512207
	Iteration 5Q: 3 clusters Score -760848.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -760976.375000 Penalty: 4178.512207
	Iteration 6Q: 3 clusters Score -760976.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -761114.250000 Penalty: 4178.512207
	Iteration 7Q: 3 clusters Score -761114.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -761234.312500 Penalty: 4178.512207
	Iteration 8Q: 3 clusters Score -761234.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -761364.250000 Penalty: 4178.512207
	Iteration 9Q: 3 clusters Score -761364.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -761501.562500 Penalty: 4178.512207
	Iteration 10Q: 3 clusters Score -761501.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -761643.812500 Penalty: 4178.512207
	Iteration 11Q: 3 clusters Score -761643.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -761793.812500 Penalty: 4178.512207
	Iteration 12Q: 3 clusters Score -761793.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -761942.437500 Penalty: 4178.512207
	Iteration 13Q: 3 clusters Score -761942.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -762070.750000 Penalty: 4178.512207
	Iteration 14Q: 3 clusters Score -762070.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -762158.500000 Penalty: 4178.512207
	Iteration 15Q: 3 clusters Score -762158.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -762215.562500 Penalty: 4178.512207
	Iteration 16Q: 3 clusters Score -762215.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -762268.062500 Penalty: 4178.512207
	Iteration 17Q: 3 clusters Score -762268.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -762298.312500 Penalty: 4178.512207
	Iteration 18Q: 3 clusters Score -762298.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -762314.312500 Penalty: 4178.512207
	Iteration 19Q: 3 clusters Score -762314.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -762320.437500 Penalty: 4178.512207
	Iteration 20F: 3 clusters Score -762320.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -762327.625000 Penalty: 4178.512207
	Iteration 21Q: 3 clusters Score -762327.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -762331.562500 Penalty: 4178.512207
	Iteration 22Q: 3 clusters Score -762331.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -762333.812500 Penalty: 4178.512207
	Iteration 23Q: 3 clusters Score -762333.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -762335.937500 Penalty: 4178.512207
	Iteration 24Q: 3 clusters Score -762335.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -762337.875000 Penalty: 4178.512207
	Iteration 25Q: 3 clusters Score -762337.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -762339.062500 Penalty: 4178.512207
	Iteration 26Q: 3 clusters Score -762339.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -762340.437500 Penalty: 4178.512207
	Iteration 27Q: 3 clusters Score -762340.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -762341.000000 Penalty: 4178.512207
	Iteration 28Q: 3 clusters Score -762341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -762341.062500 Penalty: 4178.512207
	Iteration 29Q: 3 clusters Score -762341.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -762341.062500 Penalty: 4178.512207
	Iteration 30F: 3 clusters Score -762341.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Entering Unmasked Estep 
Score: -590611.562500 Penalty: 2024.515991
	Iteration 0F: 2 clusters Score -590611.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -587049.312500 Penalty: 4049.031982
	Iteration 0F: 3 clusters Score -587049.3 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -587832.312500 Penalty: 4049.031982
	Iteration 1F: 3 clusters Score -587832.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -588000.437500 Penalty: 4049.031982
	Iteration 2F: 3 clusters Score -588000.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -588103.500000 Penalty: 4049.031982
	Iteration 3Q: 3 clusters Score -588103.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -588186.000000 Penalty: 4049.031982
	Iteration 4Q: 3 clusters Score -588186 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -588266.312500 Penalty: 4049.031982
	Iteration 5Q: 3 clusters Score -588266.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -588336.875000 Penalty: 4049.031982
	Iteration 6Q: 3 clusters Score -588336.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -588428.062500 Penalty: 4049.031982
	Iteration 7Q: 3 clusters Score -588428.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -588561.562500 Penalty: 4049.031982
	Iteration 8Q: 3 clusters Score -588561.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -588826.812500 Penalty: 4049.031982
	Iteration 9Q: 3 clusters Score -588826.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -589274.000000 Penalty: 4049.031982
	Iteration 10Q: 3 clusters Score -589274 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -589628.312500 Penalty: 4049.031982
	Iteration 11F: 3 clusters Score -589628.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -589833.375000 Penalty: 4049.031982
	Iteration 12F: 3 clusters Score -589833.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -589958.375000 Penalty: 4049.031982
	Iteration 13Q: 3 clusters Score -589958.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -590052.250000 Penalty: 4049.031982
	Iteration 14Q: 3 clusters Score -590052.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -590143.500000 Penalty: 4049.031982
	Iteration 15Q: 3 clusters Score -590143.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -590236.250000 Penalty: 4049.031982
	Iteration 16Q: 3 clusters Score -590236.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -590313.437500 Penalty: 4049.031982
	Iteration 17Q: 3 clusters Score -590313.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -590395.125000 Penalty: 4049.031982
	Iteration 18Q: 3 clusters Score -590395.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -590488.750000 Penalty: 4049.031982
	Iteration 19Q: 3 clusters Score -590488.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -590550.375000 Penalty: 4049.031982
	Iteration 20F: 3 clusters Score -590550.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -590578.375000 Penalty: 4049.031982
	Iteration 21Q: 3 clusters Score -590578.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -590588.500000 Penalty: 4049.031982
	Iteration 22Q: 3 clusters Score -590588.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -590598.000000 Penalty: 4049.031982
	Iteration 23Q: 3 clusters Score -590598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -590604.062500 Penalty: 4049.031982
	Iteration 24Q: 3 clusters Score -590604.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -590608.187500 Penalty: 4049.031982
	Iteration 25Q: 3 clusters Score -590608.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -590609.500000 Penalty: 4049.031982
	Iteration 26Q: 3 clusters Score -590609.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -590611.250000 Penalty: 4049.031982
	Iteration 27Q: 3 clusters Score -590611.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -590611.250000 Penalty: 4049.031982
	Iteration 28F: 3 clusters Score -590611.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Entering Unmasked Estep 
Score: -1075088.750000 Penalty: 2175.684082
	Iteration 0F: 2 clusters Score -1075089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1069696.250000 Penalty: 4351.368164
	Iteration 0F: 3 clusters Score -1069696 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1071193.250000 Penalty: 4351.368164
	Iteration 1F: 3 clusters Score -1071193 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1071602.000000 Penalty: 4351.368164
	Iteration 2F: 3 clusters Score -1071602 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1071989.125000 Penalty: 4351.368164
	Iteration 3F: 3 clusters Score -1071989 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1072347.375000 Penalty: 4351.368164
	Iteration 4F: 3 clusters Score -1072347 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1072631.000000 Penalty: 4351.368164
	Iteration 5F: 3 clusters Score -1072631 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1072867.500000 Penalty: 4351.368164
	Iteration 6F: 3 clusters Score -1072868 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1073077.625000 Penalty: 4351.368164
	Iteration 7Q: 3 clusters Score -1073078 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1073241.625000 Penalty: 4351.368164
	Iteration 8Q: 3 clusters Score -1073242 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1073356.750000 Penalty: 4351.368164
	Iteration 9Q: 3 clusters Score -1073357 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1073452.750000 Penalty: 4351.368164
	Iteration 10Q: 3 clusters Score -1073453 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1073519.250000 Penalty: 4351.368164
	Iteration 11Q: 3 clusters Score -1073519 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1073559.750000 Penalty: 4351.368164
	Iteration 12Q: 3 clusters Score -1073560 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1073598.000000 Penalty: 4351.368164
	Iteration 13Q: 3 clusters Score -1073598 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1073627.750000 Penalty: 4351.368164
	Iteration 14Q: 3 clusters Score -1073628 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1073665.125000 Penalty: 4351.368164
	Iteration 15Q: 3 clusters Score -1073665 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1073703.875000 Penalty: 4351.368164
	Iteration 16Q: 3 clusters Score -1073704 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1073754.875000 Penalty: 4351.368164
	Iteration 17Q: 3 clusters Score -1073755 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1073816.500000 Penalty: 4351.368164
	Iteration 18Q: 3 clusters Score -1073816 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1073893.125000 Penalty: 4351.368164
	Iteration 19Q: 3 clusters Score -1073893 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1073989.125000 Penalty: 4351.368164
	Iteration 20F: 3 clusters Score -1073989 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1074061.000000 Penalty: 4351.368164
	Iteration 21Q: 3 clusters Score -1074061 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1074115.875000 Penalty: 4351.368164
	Iteration 22Q: 3 clusters Score -1074116 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1074162.750000 Penalty: 4351.368164
	Iteration 23Q: 3 clusters Score -1074163 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1074200.500000 Penalty: 4351.368164
	Iteration 24Q: 3 clusters Score -1074200 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1074231.875000 Penalty: 4351.368164
	Iteration 25Q: 3 clusters Score -1074232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1074261.875000 Penalty: 4351.368164
	Iteration 26Q: 3 clusters Score -1074262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1074302.250000 Penalty: 4351.368164
	Iteration 27Q: 3 clusters Score -1074302 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1074362.250000 Penalty: 4351.368164
	Iteration 28Q: 3 clusters Score -1074362 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1074392.375000 Penalty: 4351.368164
	Iteration 29Q: 3 clusters Score -1074392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1074424.375000 Penalty: 4351.368164
	Iteration 30Q: 3 clusters Score -1074424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1074449.250000 Penalty: 4351.368164
	Iteration 31Q: 3 clusters Score -1074449 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1074468.750000 Penalty: 4351.368164
	Iteration 32Q: 3 clusters Score -1074469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1074480.500000 Penalty: 4351.368164
	Iteration 33Q: 3 clusters Score -1074480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1074490.750000 Penalty: 4351.368164
	Iteration 34Q: 3 clusters Score -1074491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1074494.750000 Penalty: 4351.368164
	Iteration 35Q: 3 clusters Score -1074495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1074497.375000 Penalty: 4351.368164
	Iteration 36Q: 3 clusters Score -1074497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1074501.500000 Penalty: 4351.368164
	Iteration 37Q: 3 clusters Score -1074502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1074502.250000 Penalty: 4351.368164
	Iteration 38Q: 3 clusters Score -1074502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1074504.500000 Penalty: 4351.368164
	Iteration 39Q: 3 clusters Score -1074504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1074508.875000 Penalty: 4351.368164
	Iteration 40F: 3 clusters Score -1074509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1074508.000000 Penalty: 4351.368164
	Iteration 41Q: 3 clusters Score -1074508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1074507.625000 Penalty: 4351.368164
	Iteration 42Q: 3 clusters Score -1074508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1074509.125000 Penalty: 4351.368164
	Iteration 43Q: 3 clusters Score -1074509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1074510.125000 Penalty: 4351.368164
	Iteration 44Q: 3 clusters Score -1074510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1074510.625000 Penalty: 4351.368164
	Iteration 45Q: 3 clusters Score -1074511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1074509.375000 Penalty: 4351.368164
	Iteration 46Q: 3 clusters Score -1074509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1074512.250000 Penalty: 4351.368164
	Iteration 47Q: 3 clusters Score -1074512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1074513.125000 Penalty: 4351.368164
	Iteration 48Q: 3 clusters Score -1074513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1074513.375000 Penalty: 4351.368164
	Iteration 49Q: 3 clusters Score -1074513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1074514.750000 Penalty: 4351.368164
	Iteration 50Q: 3 clusters Score -1074515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1074514.750000 Penalty: 4351.368164
	Iteration 51F: 3 clusters Score -1074515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Entering Unmasked Estep 
Score: -1287194.875000 Penalty: 2204.616699
	Iteration 0F: 2 clusters Score -1287195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1281192.375000 Penalty: 4409.233398
	Iteration 0F: 3 clusters Score -1281192 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1282751.250000 Penalty: 4409.233398
	Iteration 1F: 3 clusters Score -1282751 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1282971.875000 Penalty: 4409.233398
	Iteration 2F: 3 clusters Score -1282972 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1283120.250000 Penalty: 4409.233398
	Iteration 3Q: 3 clusters Score -1283120 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1283231.500000 Penalty: 4409.233398
	Iteration 4Q: 3 clusters Score -1283232 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1283309.500000 Penalty: 4409.233398
	Iteration 5Q: 3 clusters Score -1283310 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1283369.750000 Penalty: 4409.233398
	Iteration 6Q: 3 clusters Score -1283370 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1283424.750000 Penalty: 4409.233398
	Iteration 7Q: 3 clusters Score -1283425 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1283462.875000 Penalty: 4409.233398
	Iteration 8Q: 3 clusters Score -1283463 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1283501.000000 Penalty: 4409.233398
	Iteration 9Q: 3 clusters Score -1283501 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1283530.125000 Penalty: 4409.233398
	Iteration 10Q: 3 clusters Score -1283530 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1283565.000000 Penalty: 4409.233398
	Iteration 11Q: 3 clusters Score -1283565 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1283609.375000 Penalty: 4409.233398
	Iteration 12Q: 3 clusters Score -1283609 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1283654.625000 Penalty: 4409.233398
	Iteration 13Q: 3 clusters Score -1283655 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1283706.375000 Penalty: 4409.233398
	Iteration 14Q: 3 clusters Score -1283706 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1283762.875000 Penalty: 4409.233398
	Iteration 15Q: 3 clusters Score -1283763 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1283838.625000 Penalty: 4409.233398
	Iteration 16Q: 3 clusters Score -1283839 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1283924.375000 Penalty: 4409.233398
	Iteration 17Q: 3 clusters Score -1283924 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1284024.000000 Penalty: 4409.233398
	Iteration 18Q: 3 clusters Score -1284024 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1284147.125000 Penalty: 4409.233398
	Iteration 19Q: 3 clusters Score -1284147 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1284285.000000 Penalty: 4409.233398
	Iteration 20F: 3 clusters Score -1284285 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1284409.875000 Penalty: 4409.233398
	Iteration 21Q: 3 clusters Score -1284410 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1284553.000000 Penalty: 4409.233398
	Iteration 22Q: 3 clusters Score -1284553 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1284685.000000 Penalty: 4409.233398
	Iteration 23Q: 3 clusters Score -1284685 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1284826.125000 Penalty: 4409.233398
	Iteration 24Q: 3 clusters Score -1284826 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1284934.000000 Penalty: 4409.233398
	Iteration 25Q: 3 clusters Score -1284934 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1285004.750000 Penalty: 4409.233398
	Iteration 26Q: 3 clusters Score -1285005 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1285047.500000 Penalty: 4409.233398
	Iteration 27Q: 3 clusters Score -1285048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1285078.500000 Penalty: 4409.233398
	Iteration 28Q: 3 clusters Score -1285078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1285101.750000 Penalty: 4409.233398
	Iteration 29Q: 3 clusters Score -1285102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1285121.375000 Penalty: 4409.233398
	Iteration 30Q: 3 clusters Score -1285121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1285141.375000 Penalty: 4409.233398
	Iteration 31Q: 3 clusters Score -1285141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1285161.125000 Penalty: 4409.233398
	Iteration 32Q: 3 clusters Score -1285161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1285172.875000 Penalty: 4409.233398
	Iteration 33Q: 3 clusters Score -1285173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1285182.625000 Penalty: 4409.233398
	Iteration 34Q: 3 clusters Score -1285183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1285196.625000 Penalty: 4409.233398
	Iteration 35Q: 3 clusters Score -1285197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1285204.250000 Penalty: 4409.233398
	Iteration 36Q: 3 clusters Score -1285204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1285209.250000 Penalty: 4409.233398
	Iteration 37Q: 3 clusters Score -1285209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1285212.250000 Penalty: 4409.233398
	Iteration 38Q: 3 clusters Score -1285212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1285212.250000 Penalty: 4409.233398
	Iteration 39F: 3 clusters Score -1285212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Entering Unmasked Estep 
Score: -2011028.000000 Penalty: 2335.806152
	Iteration 0F: 2 clusters Score -2011028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2001846.125000 Penalty: 4671.612305
	Iteration 0F: 3 clusters Score -2001846 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2004641.375000 Penalty: 4671.612305
	Iteration 1F: 3 clusters Score -2004641 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2005109.625000 Penalty: 4671.612305
	Iteration 2F: 3 clusters Score -2005110 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2005496.750000 Penalty: 4671.612305
	Iteration 3F: 3 clusters Score -2005497 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2005883.250000 Penalty: 4671.612305
	Iteration 4F: 3 clusters Score -2005883 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2006273.875000 Penalty: 4671.612305
	Iteration 5F: 3 clusters Score -2006274 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2006695.750000 Penalty: 4671.612305
	Iteration 6Q: 3 clusters Score -2006696 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2007080.250000 Penalty: 4671.612305
	Iteration 7Q: 3 clusters Score -2007080 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2007439.375000 Penalty: 4671.612305
	Iteration 8Q: 3 clusters Score -2007439 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2007811.125000 Penalty: 4671.612305
	Iteration 9Q: 3 clusters Score -2007811 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2008147.250000 Penalty: 4671.612305
	Iteration 10Q: 3 clusters Score -2008147 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2008375.000000 Penalty: 4671.612305
	Iteration 11Q: 3 clusters Score -2008375 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2008492.625000 Penalty: 4671.612305
	Iteration 12Q: 3 clusters Score -2008493 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2008588.125000 Penalty: 4671.612305
	Iteration 13Q: 3 clusters Score -2008588 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2008647.625000 Penalty: 4671.612305
	Iteration 14Q: 3 clusters Score -2008648 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2008700.375000 Penalty: 4671.612305
	Iteration 15Q: 3 clusters Score -2008700 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2008735.875000 Penalty: 4671.612305
	Iteration 16Q: 3 clusters Score -2008736 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2008756.375000 Penalty: 4671.612305
	Iteration 17Q: 3 clusters Score -2008756 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2008780.500000 Penalty: 4671.612305
	Iteration 18Q: 3 clusters Score -2008780 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2008798.625000 Penalty: 4671.612305
	Iteration 19Q: 3 clusters Score -2008799 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2008819.125000 Penalty: 4671.612305
	Iteration 20F: 3 clusters Score -2008819 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2008833.875000 Penalty: 4671.612305
	Iteration 21Q: 3 clusters Score -2008834 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2008837.500000 Penalty: 4671.612305
	Iteration 22Q: 3 clusters Score -2008838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2008855.625000 Penalty: 4671.612305
	Iteration 23Q: 3 clusters Score -2008856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2008853.250000 Penalty: 4671.612305
	Iteration 24Q: 3 clusters Score -2008853 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2008861.625000 Penalty: 4671.612305
	Iteration 25Q: 3 clusters Score -2008862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2008866.375000 Penalty: 4671.612305
	Iteration 26Q: 3 clusters Score -2008866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2008877.875000 Penalty: 4671.612305
	Iteration 27Q: 3 clusters Score -2008878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2008878.250000 Penalty: 4671.612305
	Iteration 28Q: 3 clusters Score -2008878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2008886.250000 Penalty: 4671.612305
	Iteration 29Q: 3 clusters Score -2008886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2008888.000000 Penalty: 4671.612305
	Iteration 30Q: 3 clusters Score -2008888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2008894.250000 Penalty: 4671.612305
	Iteration 31Q: 3 clusters Score -2008894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2008899.375000 Penalty: 4671.612305
	Iteration 32Q: 3 clusters Score -2008899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2008907.875000 Penalty: 4671.612305
	Iteration 33Q: 3 clusters Score -2008908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2008906.000000 Penalty: 4671.612305
	Iteration 34Q: 3 clusters Score -2008906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2008905.500000 Penalty: 4671.612305
	Iteration 35Q: 3 clusters Score -2008906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2008908.000000 Penalty: 4671.612305
	Iteration 36Q: 3 clusters Score -2008908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2008910.875000 Penalty: 4671.612305
	Iteration 37Q: 3 clusters Score -2008911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2008915.750000 Penalty: 4671.612305
	Iteration 38Q: 3 clusters Score -2008916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2008925.500000 Penalty: 4671.612305
	Iteration 39Q: 3 clusters Score -2008926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2008926.000000 Penalty: 4671.612305
	Iteration 40F: 3 clusters Score -2008926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2008935.125000 Penalty: 4671.612305
	Iteration 41Q: 3 clusters Score -2008935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2008932.375000 Penalty: 4671.612305
	Iteration 42Q: 3 clusters Score -2008932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2008937.750000 Penalty: 4671.612305
	Iteration 43Q: 3 clusters Score -2008938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2008939.000000 Penalty: 4671.612305
	Iteration 44Q: 3 clusters Score -2008939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2008942.000000 Penalty: 4671.612305
	Iteration 45Q: 3 clusters Score -2008942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2008944.750000 Penalty: 4671.612305
	Iteration 46Q: 3 clusters Score -2008945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2008940.500000 Penalty: 4671.612305
	Iteration 47Q: 3 clusters Score -2008940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2008943.625000 Penalty: 4671.612305
	Iteration 48Q: 3 clusters Score -2008944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2008943.750000 Penalty: 4671.612305
	Iteration 49Q: 3 clusters Score -2008944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2008940.375000 Penalty: 4671.612305
	Iteration 50Q: 3 clusters Score -2008940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2008939.375000 Penalty: 4671.612305
	Iteration 51Q: 3 clusters Score -2008939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2008942.375000 Penalty: 4671.612305
	Iteration 52Q: 3 clusters Score -2008942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2008943.500000 Penalty: 4671.612305
	Iteration 53Q: 3 clusters Score -2008944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2008942.500000 Penalty: 4671.612305
	Iteration 54Q: 3 clusters Score -2008942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2008947.125000 Penalty: 4671.612305
	Iteration 55Q: 3 clusters Score -2008947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2008943.625000 Penalty: 4671.612305
	Iteration 56Q: 3 clusters Score -2008944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2008945.250000 Penalty: 4671.612305
	Iteration 57Q: 3 clusters Score -2008945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2008947.875000 Penalty: 4671.612305
	Iteration 58Q: 3 clusters Score -2008948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2008944.500000 Penalty: 4671.612305
	Iteration 59Q: 3 clusters Score -2008944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2008944.125000 Penalty: 4671.612305
	Iteration 60F: 3 clusters Score -2008944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2008947.500000 Penalty: 4671.612305
	Iteration 61Q: 3 clusters Score -2008948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2008949.000000 Penalty: 4671.612305
	Iteration 62Q: 3 clusters Score -2008949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2008947.125000 Penalty: 4671.612305
	Iteration 63Q: 3 clusters Score -2008947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2008947.125000 Penalty: 4671.612305
	Iteration 64F: 3 clusters Score -2008947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Entering Unmasked Estep 
Score: -488343.125000 Penalty: 1978.365967
	Iteration 0F: 2 clusters Score -488343.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -485129.250000 Penalty: 3956.731934
	Iteration 0F: 3 clusters Score -485129.2 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -485789.000000 Penalty: 3956.731934
	Iteration 1F: 3 clusters Score -485789 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -485931.937500 Penalty: 3956.731934
	Iteration 2F: 3 clusters Score -485931.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -486053.718750 Penalty: 3956.731934
	Iteration 3F: 3 clusters Score -486053.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -486142.250000 Penalty: 3956.731934
	Iteration 4Q: 3 clusters Score -486142.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -486207.406250 Penalty: 3956.731934
	Iteration 5Q: 3 clusters Score -486207.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -486274.187500 Penalty: 3956.731934
	Iteration 6Q: 3 clusters Score -486274.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -486338.843750 Penalty: 3956.731934
	Iteration 7Q: 3 clusters Score -486338.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -486404.281250 Penalty: 3956.731934
	Iteration 8Q: 3 clusters Score -486404.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -486469.312500 Penalty: 3956.731934
	Iteration 9Q: 3 clusters Score -486469.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -486529.093750 Penalty: 3956.731934
	Iteration 10Q: 3 clusters Score -486529.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -486594.125000 Penalty: 3956.731934
	Iteration 11Q: 3 clusters Score -486594.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -486653.156250 Penalty: 3956.731934
	Iteration 12Q: 3 clusters Score -486653.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -486699.312500 Penalty: 3956.731934
	Iteration 13Q: 3 clusters Score -486699.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -486745.593750 Penalty: 3956.731934
	Iteration 14Q: 3 clusters Score -486745.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -486787.187500 Penalty: 3956.731934
	Iteration 15Q: 3 clusters Score -486787.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -486829.250000 Penalty: 3956.731934
	Iteration 16Q: 3 clusters Score -486829.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -486857.500000 Penalty: 3956.731934
	Iteration 17Q: 3 clusters Score -486857.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -486887.000000 Penalty: 3956.731934
	Iteration 18Q: 3 clusters Score -486887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -486922.531250 Penalty: 3956.731934
	Iteration 19Q: 3 clusters Score -486922.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -486955.906250 Penalty: 3956.731934
	Iteration 20F: 3 clusters Score -486955.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -486974.937500 Penalty: 3956.731934
	Iteration 21Q: 3 clusters Score -486974.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -486985.375000 Penalty: 3956.731934
	Iteration 22Q: 3 clusters Score -486985.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -486997.968750 Penalty: 3956.731934
	Iteration 23Q: 3 clusters Score -486998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -487009.562500 Penalty: 3956.731934
	Iteration 24Q: 3 clusters Score -487009.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -487022.218750 Penalty: 3956.731934
	Iteration 25Q: 3 clusters Score -487022.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -487035.593750 Penalty: 3956.731934
	Iteration 26Q: 3 clusters Score -487035.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -487045.593750 Penalty: 3956.731934
	Iteration 27Q: 3 clusters Score -487045.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -487052.406250 Penalty: 3956.731934
	Iteration 28Q: 3 clusters Score -487052.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -487055.968750 Penalty: 3956.731934
	Iteration 29Q: 3 clusters Score -487056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -487060.875000 Penalty: 3956.731934
	Iteration 30Q: 3 clusters Score -487060.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -487063.750000 Penalty: 3956.731934
	Iteration 31Q: 3 clusters Score -487063.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -487064.718750 Penalty: 3956.731934
	Iteration 32Q: 3 clusters Score -487064.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -487066.750000 Penalty: 3956.731934
	Iteration 33Q: 3 clusters Score -487066.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -487066.625000 Penalty: 3956.731934
	Iteration 34Q: 3 clusters Score -487066.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -487066.625000 Penalty: 3956.731934
	Iteration 35F: 3 clusters Score -487066.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Entering Unmasked Estep 
Score: -1059343.250000 Penalty: 2166.250732
	Iteration 0F: 2 clusters Score -1059343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1054009.500000 Penalty: 4332.501465
	Iteration 0F: 3 clusters Score -1054010 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1055470.625000 Penalty: 4332.501465
	Iteration 1F: 3 clusters Score -1055471 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1055841.625000 Penalty: 4332.501465
	Iteration 2F: 3 clusters Score -1055842 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1056276.000000 Penalty: 4332.501465
	Iteration 3F: 3 clusters Score -1056276 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1056717.625000 Penalty: 4332.501465
	Iteration 4F: 3 clusters Score -1056718 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1057175.625000 Penalty: 4332.501465
	Iteration 5F: 3 clusters Score -1057176 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1057526.250000 Penalty: 4332.501465
	Iteration 6F: 3 clusters Score -1057526 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1057709.750000 Penalty: 4332.501465
	Iteration 7Q: 3 clusters Score -1057710 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1057812.375000 Penalty: 4332.501465
	Iteration 8Q: 3 clusters Score -1057812 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1057865.375000 Penalty: 4332.501465
	Iteration 9Q: 3 clusters Score -1057865 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1057896.125000 Penalty: 4332.501465
	Iteration 10Q: 3 clusters Score -1057896 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1057914.125000 Penalty: 4332.501465
	Iteration 11Q: 3 clusters Score -1057914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1057926.625000 Penalty: 4332.501465
	Iteration 12Q: 3 clusters Score -1057927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1057936.125000 Penalty: 4332.501465
	Iteration 13Q: 3 clusters Score -1057936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1057944.250000 Penalty: 4332.501465
	Iteration 14Q: 3 clusters Score -1057944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1057947.375000 Penalty: 4332.501465
	Iteration 15Q: 3 clusters Score -1057947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1057949.875000 Penalty: 4332.501465
	Iteration 16Q: 3 clusters Score -1057950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1057953.125000 Penalty: 4332.501465
	Iteration 17Q: 3 clusters Score -1057953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1057956.375000 Penalty: 4332.501465
	Iteration 18Q: 3 clusters Score -1057956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1057958.875000 Penalty: 4332.501465
	Iteration 19Q: 3 clusters Score -1057959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1057961.375000 Penalty: 4332.501465
	Iteration 20F: 3 clusters Score -1057961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1057960.250000 Penalty: 4332.501465
	Iteration 21Q: 3 clusters Score -1057960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1057961.375000 Penalty: 4332.501465
	Iteration 22Q: 3 clusters Score -1057961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1057962.375000 Penalty: 4332.501465
	Iteration 23Q: 3 clusters Score -1057962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1057960.500000 Penalty: 4332.501465
	Iteration 24Q: 3 clusters Score -1057960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1057961.500000 Penalty: 4332.501465
	Iteration 25Q: 3 clusters Score -1057962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1057961.500000 Penalty: 4332.501465
	Iteration 26F: 3 clusters Score -1057962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Entering Unmasked Estep 
Score: -1913995.125000 Penalty: 2316.920410
	Iteration 0F: 2 clusters Score -1913995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1905412.750000 Penalty: 4633.840820
	Iteration 0F: 3 clusters Score -1905413 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1908023.125000 Penalty: 4633.840820
	Iteration 1F: 3 clusters Score -1908023 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1908369.000000 Penalty: 4633.840820
	Iteration 2F: 3 clusters Score -1908369 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1908667.625000 Penalty: 4633.840820
	Iteration 3F: 3 clusters Score -1908668 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1908939.750000 Penalty: 4633.840820
	Iteration 4Q: 3 clusters Score -1908940 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1909176.250000 Penalty: 4633.840820
	Iteration 5Q: 3 clusters Score -1909176 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1909400.500000 Penalty: 4633.840820
	Iteration 6Q: 3 clusters Score -1909400 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1909640.625000 Penalty: 4633.840820
	Iteration 7Q: 3 clusters Score -1909641 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1909856.875000 Penalty: 4633.840820
	Iteration 8Q: 3 clusters Score -1909857 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1910056.625000 Penalty: 4633.840820
	Iteration 9Q: 3 clusters Score -1910057 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1910241.375000 Penalty: 4633.840820
	Iteration 10Q: 3 clusters Score -1910241 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1910395.375000 Penalty: 4633.840820
	Iteration 11Q: 3 clusters Score -1910395 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1910543.125000 Penalty: 4633.840820
	Iteration 12Q: 3 clusters Score -1910543 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1910662.750000 Penalty: 4633.840820
	Iteration 13Q: 3 clusters Score -1910663 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1910804.250000 Penalty: 4633.840820
	Iteration 14Q: 3 clusters Score -1910804 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1910927.250000 Penalty: 4633.840820
	Iteration 15Q: 3 clusters Score -1910927 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1911044.250000 Penalty: 4633.840820
	Iteration 16Q: 3 clusters Score -1911044 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1911155.875000 Penalty: 4633.840820
	Iteration 17Q: 3 clusters Score -1911156 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1911246.500000 Penalty: 4633.840820
	Iteration 18Q: 3 clusters Score -1911246 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1911325.375000 Penalty: 4633.840820
	Iteration 19Q: 3 clusters Score -1911325 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1911400.875000 Penalty: 4633.840820
	Iteration 20F: 3 clusters Score -1911401 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1911463.250000 Penalty: 4633.840820
	Iteration 21Q: 3 clusters Score -1911463 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1911520.875000 Penalty: 4633.840820
	Iteration 22Q: 3 clusters Score -1911521 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1911565.875000 Penalty: 4633.840820
	Iteration 23Q: 3 clusters Score -1911566 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1911603.500000 Penalty: 4633.840820
	Iteration 24Q: 3 clusters Score -1911604 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1911628.125000 Penalty: 4633.840820
	Iteration 25Q: 3 clusters Score -1911628 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1911649.375000 Penalty: 4633.840820
	Iteration 26Q: 3 clusters Score -1911649 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1911668.875000 Penalty: 4633.840820
	Iteration 27Q: 3 clusters Score -1911669 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1911682.500000 Penalty: 4633.840820
	Iteration 28Q: 3 clusters Score -1911682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1911697.000000 Penalty: 4633.840820
	Iteration 29Q: 3 clusters Score -1911697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1911700.500000 Penalty: 4633.840820
	Iteration 30Q: 3 clusters Score -1911700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1911708.750000 Penalty: 4633.840820
	Iteration 31Q: 3 clusters Score -1911709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1911721.000000 Penalty: 4633.840820
	Iteration 32Q: 3 clusters Score -1911721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1911730.125000 Penalty: 4633.840820
	Iteration 33Q: 3 clusters Score -1911730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1911737.875000 Penalty: 4633.840820
	Iteration 34Q: 3 clusters Score -1911738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1911742.375000 Penalty: 4633.840820
	Iteration 35Q: 3 clusters Score -1911742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1911745.625000 Penalty: 4633.840820
	Iteration 36Q: 3 clusters Score -1911746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1911751.750000 Penalty: 4633.840820
	Iteration 37Q: 3 clusters Score -1911752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1911755.125000 Penalty: 4633.840820
	Iteration 38Q: 3 clusters Score -1911755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1911759.500000 Penalty: 4633.840820
	Iteration 39Q: 3 clusters Score -1911760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1911760.875000 Penalty: 4633.840820
	Iteration 40F: 3 clusters Score -1911761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1911761.500000 Penalty: 4633.840820
	Iteration 41Q: 3 clusters Score -1911762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1911764.000000 Penalty: 4633.840820
	Iteration 42Q: 3 clusters Score -1911764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1911765.500000 Penalty: 4633.840820
	Iteration 43Q: 3 clusters Score -1911766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1911767.875000 Penalty: 4633.840820
	Iteration 44Q: 3 clusters Score -1911768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1911767.250000 Penalty: 4633.840820
	Iteration 45Q: 3 clusters Score -1911767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1911768.250000 Penalty: 4633.840820
	Iteration 46Q: 3 clusters Score -1911768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1911770.875000 Penalty: 4633.840820
	Iteration 47Q: 3 clusters Score -1911771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1911771.375000 Penalty: 4633.840820
	Iteration 48Q: 3 clusters Score -1911771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1911769.625000 Penalty: 4633.840820
	Iteration 49Q: 3 clusters Score -1911770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1911772.125000 Penalty: 4633.840820
	Iteration 50Q: 3 clusters Score -1911772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1911779.125000 Penalty: 4633.840820
	Iteration 51Q: 3 clusters Score -1911779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1911778.750000 Penalty: 4633.840820
	Iteration 52Q: 3 clusters Score -1911779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1911779.250000 Penalty: 4633.840820
	Iteration 53Q: 3 clusters Score -1911779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1911781.000000 Penalty: 4633.840820
	Iteration 54Q: 3 clusters Score -1911781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1911785.250000 Penalty: 4633.840820
	Iteration 55Q: 3 clusters Score -1911785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1911786.750000 Penalty: 4633.840820
	Iteration 56Q: 3 clusters Score -1911787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1911786.875000 Penalty: 4633.840820
	Iteration 57Q: 3 clusters Score -1911787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1911787.375000 Penalty: 4633.840820
	Iteration 58Q: 3 clusters Score -1911787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1911789.750000 Penalty: 4633.840820
	Iteration 59Q: 3 clusters Score -1911790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1911789.250000 Penalty: 4633.840820
	Iteration 60F: 3 clusters Score -1911789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1911798.125000 Penalty: 4633.840820
	Iteration 61Q: 3 clusters Score -1911798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1911804.750000 Penalty: 4633.840820
	Iteration 62Q: 3 clusters Score -1911805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1911800.625000 Penalty: 4633.840820
	Iteration 63Q: 3 clusters Score -1911801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1911803.250000 Penalty: 4633.840820
	Iteration 64Q: 3 clusters Score -1911803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1911804.500000 Penalty: 4633.840820
	Iteration 65Q: 3 clusters Score -1911804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1911804.875000 Penalty: 4633.840820
	Iteration 66Q: 3 clusters Score -1911805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1911804.875000 Penalty: 4633.840820
	Iteration 67F: 3 clusters Score -1911805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Entering Unmasked Estep 
Score: -2039284.875000 Penalty: 2354.291504
	Iteration 0F: 2 clusters Score -2039285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2029533.625000 Penalty: 4708.583008
	Iteration 0F: 3 clusters Score -2029534 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2032943.250000 Penalty: 4708.583008
	Iteration 1F: 3 clusters Score -2032943 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2033667.500000 Penalty: 4708.583008
	Iteration 2F: 3 clusters Score -2033668 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2034400.250000 Penalty: 4708.583008
	Iteration 3F: 3 clusters Score -2034400 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2035125.250000 Penalty: 4708.583008
	Iteration 4F: 3 clusters Score -2035125 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2035687.750000 Penalty: 4708.583008
	Iteration 5F: 3 clusters Score -2035688 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2036132.000000 Penalty: 4708.583008
	Iteration 6F: 3 clusters Score -2036132 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2036487.000000 Penalty: 4708.583008
	Iteration 7Q: 3 clusters Score -2036487 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2036754.750000 Penalty: 4708.583008
	Iteration 8Q: 3 clusters Score -2036755 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2037012.625000 Penalty: 4708.583008
	Iteration 9Q: 3 clusters Score -2037013 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2037209.375000 Penalty: 4708.583008
	Iteration 10Q: 3 clusters Score -2037209 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2037341.750000 Penalty: 4708.583008
	Iteration 11Q: 3 clusters Score -2037342 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2037469.125000 Penalty: 4708.583008
	Iteration 12Q: 3 clusters Score -2037469 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2037583.250000 Penalty: 4708.583008
	Iteration 13Q: 3 clusters Score -2037583 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2037691.250000 Penalty: 4708.583008
	Iteration 14Q: 3 clusters Score -2037691 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2037766.750000 Penalty: 4708.583008
	Iteration 15Q: 3 clusters Score -2037767 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2037835.500000 Penalty: 4708.583008
	Iteration 16Q: 3 clusters Score -2037836 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2037895.625000 Penalty: 4708.583008
	Iteration 17Q: 3 clusters Score -2037896 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2037951.750000 Penalty: 4708.583008
	Iteration 18Q: 3 clusters Score -2037952 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2038002.625000 Penalty: 4708.583008
	Iteration 19Q: 3 clusters Score -2038003 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2038051.875000 Penalty: 4708.583008
	Iteration 20F: 3 clusters Score -2038052 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2038088.750000 Penalty: 4708.583008
	Iteration 21Q: 3 clusters Score -2038089 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2038124.875000 Penalty: 4708.583008
	Iteration 22Q: 3 clusters Score -2038125 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2038153.500000 Penalty: 4708.583008
	Iteration 23Q: 3 clusters Score -2038154 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2038178.375000 Penalty: 4708.583008
	Iteration 24Q: 3 clusters Score -2038178 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2038195.875000 Penalty: 4708.583008
	Iteration 25Q: 3 clusters Score -2038196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2038204.000000 Penalty: 4708.583008
	Iteration 26Q: 3 clusters Score -2038204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2038211.125000 Penalty: 4708.583008
	Iteration 27Q: 3 clusters Score -2038211 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2038224.000000 Penalty: 4708.583008
	Iteration 28Q: 3 clusters Score -2038224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2038224.500000 Penalty: 4708.583008
	Iteration 29Q: 3 clusters Score -2038224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2038230.125000 Penalty: 4708.583008
	Iteration 30Q: 3 clusters Score -2038230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2038237.500000 Penalty: 4708.583008
	Iteration 31Q: 3 clusters Score -2038238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2038242.000000 Penalty: 4708.583008
	Iteration 32Q: 3 clusters Score -2038242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2038249.250000 Penalty: 4708.583008
	Iteration 33Q: 3 clusters Score -2038249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2038256.875000 Penalty: 4708.583008
	Iteration 34Q: 3 clusters Score -2038257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2038251.750000 Penalty: 4708.583008
	Iteration 35Q: 3 clusters Score -2038252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2038262.375000 Penalty: 4708.583008
	Iteration 36Q: 3 clusters Score -2038262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2038261.250000 Penalty: 4708.583008
	Iteration 37Q: 3 clusters Score -2038261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2038263.625000 Penalty: 4708.583008
	Iteration 38Q: 3 clusters Score -2038264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2038262.250000 Penalty: 4708.583008
	Iteration 39Q: 3 clusters Score -2038262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2038264.125000 Penalty: 4708.583008
	Iteration 40F: 3 clusters Score -2038264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2038272.625000 Penalty: 4708.583008
	Iteration 41Q: 3 clusters Score -2038273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2038273.625000 Penalty: 4708.583008
	Iteration 42Q: 3 clusters Score -2038274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2038273.125000 Penalty: 4708.583008
	Iteration 43Q: 3 clusters Score -2038273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2038272.500000 Penalty: 4708.583008
	Iteration 44Q: 3 clusters Score -2038272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2038281.000000 Penalty: 4708.583008
	Iteration 45Q: 3 clusters Score -2038281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2038281.375000 Penalty: 4708.583008
	Iteration 46Q: 3 clusters Score -2038281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2038280.875000 Penalty: 4708.583008
	Iteration 47Q: 3 clusters Score -2038281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2038285.500000 Penalty: 4708.583008
	Iteration 48Q: 3 clusters Score -2038286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2038286.125000 Penalty: 4708.583008
	Iteration 49Q: 3 clusters Score -2038286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2038287.500000 Penalty: 4708.583008
	Iteration 50Q: 3 clusters Score -2038288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2038289.125000 Penalty: 4708.583008
	Iteration 51Q: 3 clusters Score -2038289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2038289.000000 Penalty: 4708.583008
	Iteration 52Q: 3 clusters Score -2038289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2038289.000000 Penalty: 4708.583008
	Iteration 53F: 3 clusters Score -2038289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Entering Unmasked Estep 
Score: -927056.625000 Penalty: 2142.705322
	Iteration 0F: 2 clusters Score -927056.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -921976.625000 Penalty: 4285.410645
	Iteration 0F: 3 clusters Score -921976.6 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -923301.062500 Penalty: 4285.410645
	Iteration 1F: 3 clusters Score -923301.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -923558.375000 Penalty: 4285.410645
	Iteration 2F: 3 clusters Score -923558.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -923787.937500 Penalty: 4285.410645
	Iteration 3F: 3 clusters Score -923787.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -924016.187500 Penalty: 4285.410645
	Iteration 4Q: 3 clusters Score -924016.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -924249.687500 Penalty: 4285.410645
	Iteration 5F: 3 clusters Score -924249.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -924505.312500 Penalty: 4285.410645
	Iteration 6F: 3 clusters Score -924505.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -924769.500000 Penalty: 4285.410645
	Iteration 7F: 3 clusters Score -924769.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -924958.687500 Penalty: 4285.410645
	Iteration 8Q: 3 clusters Score -924958.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -925128.250000 Penalty: 4285.410645
	Iteration 9Q: 3 clusters Score -925128.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -925292.187500 Penalty: 4285.410645
	Iteration 10Q: 3 clusters Score -925292.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -925453.125000 Penalty: 4285.410645
	Iteration 11Q: 3 clusters Score -925453.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -925578.437500 Penalty: 4285.410645
	Iteration 12Q: 3 clusters Score -925578.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -925682.625000 Penalty: 4285.410645
	Iteration 13Q: 3 clusters Score -925682.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -925750.187500 Penalty: 4285.410645
	Iteration 14Q: 3 clusters Score -925750.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -925790.562500 Penalty: 4285.410645
	Iteration 15Q: 3 clusters Score -925790.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -925813.937500 Penalty: 4285.410645
	Iteration 16Q: 3 clusters Score -925813.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -925826.937500 Penalty: 4285.410645
	Iteration 17Q: 3 clusters Score -925826.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -925834.125000 Penalty: 4285.410645
	Iteration 18Q: 3 clusters Score -925834.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -925839.187500 Penalty: 4285.410645
	Iteration 19Q: 3 clusters Score -925839.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -925840.437500 Penalty: 4285.410645
	Iteration 20F: 3 clusters Score -925840.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -925842.937500 Penalty: 4285.410645
	Iteration 21Q: 3 clusters Score -925842.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -925844.250000 Penalty: 4285.410645
	Iteration 22Q: 3 clusters Score -925844.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -925842.875000 Penalty: 4285.410645
	Iteration 23Q: 3 clusters Score -925842.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -925845.187500 Penalty: 4285.410645
	Iteration 24Q: 3 clusters Score -925845.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -925844.937500 Penalty: 4285.410645
	Iteration 25Q: 3 clusters Score -925844.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -925845.000000 Penalty: 4285.410645
	Iteration 26Q: 3 clusters Score -925845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -925845.875000 Penalty: 4285.410645
	Iteration 27Q: 3 clusters Score -925845.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -925846.500000 Penalty: 4285.410645
	Iteration 28Q: 3 clusters Score -925846.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -925847.187500 Penalty: 4285.410645
	Iteration 29Q: 3 clusters Score -925847.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -925847.187500 Penalty: 4285.410645
	Iteration 30F: 3 clusters Score -925847.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (52906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Entering Unmasked Estep 
Score: -8845468.000000 Penalty: 2697.315430
	Iteration 0F: 2 clusters Score -8845468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -8809935.000000 Penalty: 5394.630859
	Iteration 0F: 3 clusters Score -8809935 nChanged 24569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -8823930.000000 Penalty: 5394.630859
	Iteration 1F: 3 clusters Score -8823930 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -8824618.000000 Penalty: 5394.630859
	Iteration 2Q: 3 clusters Score -8824618 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -8825198.000000 Penalty: 5394.630859
	Iteration 3Q: 3 clusters Score -8825198 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -8825811.000000 Penalty: 5394.630859
	Iteration 4Q: 3 clusters Score -8825811 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -8826466.000000 Penalty: 5394.630859
	Iteration 5Q: 3 clusters Score -8826466 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -8827219.000000 Penalty: 5394.630859
	Iteration 6Q: 3 clusters Score -8827219 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -8828140.000000 Penalty: 5394.630859
	Iteration 7Q: 3 clusters Score -8828140 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -8829228.000000 Penalty: 5394.630859
	Iteration 8Q: 3 clusters Score -8829228 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -8830642.000000 Penalty: 5394.630859
	Iteration 9Q: 3 clusters Score -8830642 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -8832470.000000 Penalty: 5394.630859
	Iteration 10F: 3 clusters Score -8832470 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -8834355.000000 Penalty: 5394.630859
	Iteration 11F: 3 clusters Score -8834355 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -8836094.000000 Penalty: 5394.630859
	Iteration 12Q: 3 clusters Score -8836094 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -8837553.000000 Penalty: 5394.630859
	Iteration 13Q: 3 clusters Score -8837553 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -8838752.000000 Penalty: 5394.630859
	Iteration 14Q: 3 clusters Score -8838752 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -8839796.000000 Penalty: 5394.630859
	Iteration 15Q: 3 clusters Score -8839796 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -8840621.000000 Penalty: 5394.630859
	Iteration 16Q: 3 clusters Score -8840621 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -8841283.000000 Penalty: 5394.630859
	Iteration 17Q: 3 clusters Score -8841283 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -8841787.000000 Penalty: 5394.630859
	Iteration 18Q: 3 clusters Score -8841787 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8842208.000000 Penalty: 5394.630859
	Iteration 19Q: 3 clusters Score -8842208 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8842470.000000 Penalty: 5394.630859
	Iteration 20F: 3 clusters Score -8842470 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8842688.000000 Penalty: 5394.630859
	Iteration 21Q: 3 clusters Score -8842688 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8842820.000000 Penalty: 5394.630859
	Iteration 22Q: 3 clusters Score -8842820 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8842924.000000 Penalty: 5394.630859
	Iteration 23Q: 3 clusters Score -8842924 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8843001.000000 Penalty: 5394.630859
	Iteration 24Q: 3 clusters Score -8843001 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8843040.000000 Penalty: 5394.630859
	Iteration 25Q: 3 clusters Score -8843040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8843074.000000 Penalty: 5394.630859
	Iteration 26Q: 3 clusters Score -8843074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8843100.000000 Penalty: 5394.630859
	Iteration 27Q: 3 clusters Score -8843100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8843094.000000 Penalty: 5394.630859
	Iteration 28Q: 3 clusters Score -8843094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8843105.000000 Penalty: 5394.630859
	Iteration 29Q: 3 clusters Score -8843105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8843110.000000 Penalty: 5394.630859
	Iteration 30Q: 3 clusters Score -8843110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8843113.000000 Penalty: 5394.630859
	Iteration 31Q: 3 clusters Score -8843113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8843119.000000 Penalty: 5394.630859
	Iteration 32Q: 3 clusters Score -8843119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8843127.000000 Penalty: 5394.630859
	Iteration 33Q: 3 clusters Score -8843127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8843129.000000 Penalty: 5394.630859
	Iteration 34Q: 3 clusters Score -8843129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8843137.000000 Penalty: 5394.630859
	Iteration 35Q: 3 clusters Score -8843137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8843137.000000 Penalty: 5394.630859
	Iteration 36F: 3 clusters Score -8843137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Entering Unmasked Estep 
Score: -1889676.125000 Penalty: 2326.051270
	Iteration 0F: 2 clusters Score -1889676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1880810.500000 Penalty: 4652.102539
	Iteration 0F: 3 clusters Score -1880810 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1883559.125000 Penalty: 4652.102539
	Iteration 1F: 3 clusters Score -1883559 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1883982.375000 Penalty: 4652.102539
	Iteration 2F: 3 clusters Score -1883982 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1884267.625000 Penalty: 4652.102539
	Iteration 3F: 3 clusters Score -1884268 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1884505.250000 Penalty: 4652.102539
	Iteration 4Q: 3 clusters Score -1884505 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1884728.750000 Penalty: 4652.102539
	Iteration 5Q: 3 clusters Score -1884729 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1884937.750000 Penalty: 4652.102539
	Iteration 6Q: 3 clusters Score -1884938 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1885171.125000 Penalty: 4652.102539
	Iteration 7Q: 3 clusters Score -1885171 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1885441.000000 Penalty: 4652.102539
	Iteration 8Q: 3 clusters Score -1885441 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1885755.750000 Penalty: 4652.102539
	Iteration 9Q: 3 clusters Score -1885756 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1886034.125000 Penalty: 4652.102539
	Iteration 10Q: 3 clusters Score -1886034 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1886275.625000 Penalty: 4652.102539
	Iteration 11Q: 3 clusters Score -1886276 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1886475.625000 Penalty: 4652.102539
	Iteration 12Q: 3 clusters Score -1886476 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1886656.750000 Penalty: 4652.102539
	Iteration 13Q: 3 clusters Score -1886657 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1886789.750000 Penalty: 4652.102539
	Iteration 14Q: 3 clusters Score -1886790 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1886898.875000 Penalty: 4652.102539
	Iteration 15Q: 3 clusters Score -1886899 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1886977.750000 Penalty: 4652.102539
	Iteration 16Q: 3 clusters Score -1886978 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1887069.500000 Penalty: 4652.102539
	Iteration 17Q: 3 clusters Score -1887070 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1887138.875000 Penalty: 4652.102539
	Iteration 18Q: 3 clusters Score -1887139 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1887195.125000 Penalty: 4652.102539
	Iteration 19Q: 3 clusters Score -1887195 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1887251.250000 Penalty: 4652.102539
	Iteration 20F: 3 clusters Score -1887251 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1887292.625000 Penalty: 4652.102539
	Iteration 21Q: 3 clusters Score -1887293 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1887337.750000 Penalty: 4652.102539
	Iteration 22Q: 3 clusters Score -1887338 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1887374.375000 Penalty: 4652.102539
	Iteration 23Q: 3 clusters Score -1887374 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1887418.375000 Penalty: 4652.102539
	Iteration 24Q: 3 clusters Score -1887418 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1887463.500000 Penalty: 4652.102539
	Iteration 25Q: 3 clusters Score -1887464 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1887501.125000 Penalty: 4652.102539
	Iteration 26Q: 3 clusters Score -1887501 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1887546.375000 Penalty: 4652.102539
	Iteration 27Q: 3 clusters Score -1887546 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1887597.500000 Penalty: 4652.102539
	Iteration 28Q: 3 clusters Score -1887598 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1887673.125000 Penalty: 4652.102539
	Iteration 29Q: 3 clusters Score -1887673 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1887726.125000 Penalty: 4652.102539
	Iteration 30Q: 3 clusters Score -1887726 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1887759.500000 Penalty: 4652.102539
	Iteration 31Q: 3 clusters Score -1887760 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1887785.000000 Penalty: 4652.102539
	Iteration 32Q: 3 clusters Score -1887785 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1887818.500000 Penalty: 4652.102539
	Iteration 33Q: 3 clusters Score -1887818 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1887840.250000 Penalty: 4652.102539
	Iteration 34Q: 3 clusters Score -1887840 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1887847.250000 Penalty: 4652.102539
	Iteration 35Q: 3 clusters Score -1887847 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1887854.375000 Penalty: 4652.102539
	Iteration 36Q: 3 clusters Score -1887854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1887860.375000 Penalty: 4652.102539
	Iteration 37Q: 3 clusters Score -1887860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1887874.375000 Penalty: 4652.102539
	Iteration 38Q: 3 clusters Score -1887874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1887885.875000 Penalty: 4652.102539
	Iteration 39Q: 3 clusters Score -1887886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1887888.125000 Penalty: 4652.102539
	Iteration 40F: 3 clusters Score -1887888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1887897.250000 Penalty: 4652.102539
	Iteration 41Q: 3 clusters Score -1887897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1887905.250000 Penalty: 4652.102539
	Iteration 42Q: 3 clusters Score -1887905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1887908.375000 Penalty: 4652.102539
	Iteration 43Q: 3 clusters Score -1887908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1887918.125000 Penalty: 4652.102539
	Iteration 44Q: 3 clusters Score -1887918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1887919.375000 Penalty: 4652.102539
	Iteration 45Q: 3 clusters Score -1887919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1887917.500000 Penalty: 4652.102539
	Iteration 46Q: 3 clusters Score -1887918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1887921.250000 Penalty: 4652.102539
	Iteration 47Q: 3 clusters Score -1887921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1887919.875000 Penalty: 4652.102539
	Iteration 48Q: 3 clusters Score -1887920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1887926.125000 Penalty: 4652.102539
	Iteration 49Q: 3 clusters Score -1887926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1887927.875000 Penalty: 4652.102539
	Iteration 50Q: 3 clusters Score -1887928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1887937.750000 Penalty: 4652.102539
	Iteration 51Q: 3 clusters Score -1887938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1887933.750000 Penalty: 4652.102539
	Iteration 52Q: 3 clusters Score -1887934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1887935.375000 Penalty: 4652.102539
	Iteration 53Q: 3 clusters Score -1887935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1887938.750000 Penalty: 4652.102539
	Iteration 54Q: 3 clusters Score -1887939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1887939.000000 Penalty: 4652.102539
	Iteration 55Q: 3 clusters Score -1887939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1887939.875000 Penalty: 4652.102539
	Iteration 56Q: 3 clusters Score -1887940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1887942.625000 Penalty: 4652.102539
	Iteration 57Q: 3 clusters Score -1887943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1887936.375000 Penalty: 4652.102539
	Iteration 58Q: 3 clusters Score -1887936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1887943.250000 Penalty: 4652.102539
	Iteration 59Q: 3 clusters Score -1887943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1887950.875000 Penalty: 4652.102539
	Iteration 60F: 3 clusters Score -1887951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1887952.750000 Penalty: 4652.102539
	Iteration 61Q: 3 clusters Score -1887953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1887954.250000 Penalty: 4652.102539
	Iteration 62Q: 3 clusters Score -1887954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1887958.875000 Penalty: 4652.102539
	Iteration 63Q: 3 clusters Score -1887959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1887959.500000 Penalty: 4652.102539
	Iteration 64Q: 3 clusters Score -1887960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1887970.500000 Penalty: 4652.102539
	Iteration 65Q: 3 clusters Score -1887970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1887971.000000 Penalty: 4652.102539
	Iteration 66Q: 3 clusters Score -1887971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1887971.625000 Penalty: 4652.102539
	Iteration 67Q: 3 clusters Score -1887972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1887973.125000 Penalty: 4652.102539
	Iteration 68Q: 3 clusters Score -1887973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1887973.000000 Penalty: 4652.102539
	Iteration 69Q: 3 clusters Score -1887973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1887974.625000 Penalty: 4652.102539
	Iteration 70Q: 3 clusters Score -1887975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1887974.500000 Penalty: 4652.102539
	Iteration 71Q: 3 clusters Score -1887974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1887983.000000 Penalty: 4652.102539
	Iteration 72Q: 3 clusters Score -1887983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1887985.625000 Penalty: 4652.102539
	Iteration 73Q: 3 clusters Score -1887986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1887982.875000 Penalty: 4652.102539
	Iteration 74Q: 3 clusters Score -1887983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1887989.375000 Penalty: 4652.102539
	Iteration 75Q: 3 clusters Score -1887989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1887996.375000 Penalty: 4652.102539
	Iteration 76Q: 3 clusters Score -1887996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1888006.375000 Penalty: 4652.102539
	Iteration 77Q: 3 clusters Score -1888006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1888018.625000 Penalty: 4652.102539
	Iteration 78Q: 3 clusters Score -1888019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1888023.250000 Penalty: 4652.102539
	Iteration 79Q: 3 clusters Score -1888023 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1888034.750000 Penalty: 4652.102539
	Iteration 80F: 3 clusters Score -1888035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1888037.625000 Penalty: 4652.102539
	Iteration 81Q: 3 clusters Score -1888038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1888039.625000 Penalty: 4652.102539
	Iteration 82Q: 3 clusters Score -1888040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1888048.375000 Penalty: 4652.102539
	Iteration 83Q: 3 clusters Score -1888048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1888046.625000 Penalty: 4652.102539
	Iteration 84Q: 3 clusters Score -1888047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1888046.250000 Penalty: 4652.102539
	Iteration 85Q: 3 clusters Score -1888046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1888051.000000 Penalty: 4652.102539
	Iteration 86Q: 3 clusters Score -1888051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1888053.625000 Penalty: 4652.102539
	Iteration 87Q: 3 clusters Score -1888054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1888054.875000 Penalty: 4652.102539
	Iteration 88Q: 3 clusters Score -1888055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1888053.125000 Penalty: 4652.102539
	Iteration 89Q: 3 clusters Score -1888053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1888053.625000 Penalty: 4652.102539
	Iteration 90Q: 3 clusters Score -1888054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1888059.375000 Penalty: 4652.102539
	Iteration 91Q: 3 clusters Score -1888059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1888056.875000 Penalty: 4652.102539
	Iteration 92Q: 3 clusters Score -1888057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1888058.125000 Penalty: 4652.102539
	Iteration 93Q: 3 clusters Score -1888058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1888060.625000 Penalty: 4652.102539
	Iteration 94Q: 3 clusters Score -1888061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1888058.875000 Penalty: 4652.102539
	Iteration 95Q: 3 clusters Score -1888059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1888061.375000 Penalty: 4652.102539
	Iteration 96Q: 3 clusters Score -1888061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1888063.500000 Penalty: 4652.102539
	Iteration 97Q: 3 clusters Score -1888064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1888066.875000 Penalty: 4652.102539
	Iteration 98Q: 3 clusters Score -1888067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1888070.375000 Penalty: 4652.102539
	Iteration 99Q: 3 clusters Score -1888070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1888066.875000 Penalty: 4652.102539
	Iteration 100F: 3 clusters Score -1888067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1888068.875000 Penalty: 4652.102539
	Iteration 101Q: 3 clusters Score -1888069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1888073.875000 Penalty: 4652.102539
	Iteration 102Q: 3 clusters Score -1888074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1888074.625000 Penalty: 4652.102539
	Iteration 103Q: 3 clusters Score -1888075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1888077.000000 Penalty: 4652.102539
	Iteration 104Q: 3 clusters Score -1888077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1888074.625000 Penalty: 4652.102539
	Iteration 105Q: 3 clusters Score -1888075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1888074.625000 Penalty: 4652.102539
	Iteration 106Q: 3 clusters Score -1888075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1888075.250000 Penalty: 4652.102539
	Iteration 107Q: 3 clusters Score -1888075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1888075.250000 Penalty: 4652.102539
	Iteration 108Q: 3 clusters Score -1888075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1888072.250000 Penalty: 4652.102539
	Iteration 109Q: 3 clusters Score -1888072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1888075.375000 Penalty: 4652.102539
	Iteration 110Q: 3 clusters Score -1888075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1888074.000000 Penalty: 4652.102539
	Iteration 111Q: 3 clusters Score -1888074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1888074.125000 Penalty: 4652.102539
	Iteration 112Q: 3 clusters Score -1888074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1888077.750000 Penalty: 4652.102539
	Iteration 113Q: 3 clusters Score -1888078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1888077.750000 Penalty: 4652.102539
	Iteration 114F: 3 clusters Score -1888078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Entering Unmasked Estep 
Score: -702772.625000 Penalty: 2082.805664
	Iteration 0F: 2 clusters Score -702772.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -698642.125000 Penalty: 4165.611328
	Iteration 0F: 3 clusters Score -698642.1 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -699633.687500 Penalty: 4165.611328
	Iteration 1F: 3 clusters Score -699633.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -699914.312500 Penalty: 4165.611328
	Iteration 2F: 3 clusters Score -699914.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -700111.000000 Penalty: 4165.611328
	Iteration 3F: 3 clusters Score -700111 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -700267.875000 Penalty: 4165.611328
	Iteration 4Q: 3 clusters Score -700267.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -700399.062500 Penalty: 4165.611328
	Iteration 5Q: 3 clusters Score -700399.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -700548.625000 Penalty: 4165.611328
	Iteration 6Q: 3 clusters Score -700548.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -700678.000000 Penalty: 4165.611328
	Iteration 7Q: 3 clusters Score -700678 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -700802.437500 Penalty: 4165.611328
	Iteration 8Q: 3 clusters Score -700802.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -700937.062500 Penalty: 4165.611328
	Iteration 9Q: 3 clusters Score -700937.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -701093.312500 Penalty: 4165.611328
	Iteration 10Q: 3 clusters Score -701093.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -701269.562500 Penalty: 4165.611328
	Iteration 11Q: 3 clusters Score -701269.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -701430.125000 Penalty: 4165.611328
	Iteration 12Q: 3 clusters Score -701430.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -701573.812500 Penalty: 4165.611328
	Iteration 13Q: 3 clusters Score -701573.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -701689.375000 Penalty: 4165.611328
	Iteration 14Q: 3 clusters Score -701689.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -701773.937500 Penalty: 4165.611328
	Iteration 15Q: 3 clusters Score -701773.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -701866.937500 Penalty: 4165.611328
	Iteration 16Q: 3 clusters Score -701866.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -701933.187500 Penalty: 4165.611328
	Iteration 17Q: 3 clusters Score -701933.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -701988.312500 Penalty: 4165.611328
	Iteration 18Q: 3 clusters Score -701988.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -702019.375000 Penalty: 4165.611328
	Iteration 19Q: 3 clusters Score -702019.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -702051.625000 Penalty: 4165.611328
	Iteration 20F: 3 clusters Score -702051.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -702074.875000 Penalty: 4165.611328
	Iteration 21Q: 3 clusters Score -702074.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -702097.125000 Penalty: 4165.611328
	Iteration 22Q: 3 clusters Score -702097.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -702108.812500 Penalty: 4165.611328
	Iteration 23Q: 3 clusters Score -702108.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -702118.812500 Penalty: 4165.611328
	Iteration 24Q: 3 clusters Score -702118.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -702127.125000 Penalty: 4165.611328
	Iteration 25Q: 3 clusters Score -702127.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -702135.750000 Penalty: 4165.611328
	Iteration 26Q: 3 clusters Score -702135.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -702147.062500 Penalty: 4165.611328
	Iteration 27Q: 3 clusters Score -702147.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -702153.875000 Penalty: 4165.611328
	Iteration 28Q: 3 clusters Score -702153.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -702160.000000 Penalty: 4165.611328
	Iteration 29Q: 3 clusters Score -702160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -702168.187500 Penalty: 4165.611328
	Iteration 30Q: 3 clusters Score -702168.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -702178.937500 Penalty: 4165.611328
	Iteration 31Q: 3 clusters Score -702178.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -702183.187500 Penalty: 4165.611328
	Iteration 32Q: 3 clusters Score -702183.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -702186.250000 Penalty: 4165.611328
	Iteration 33Q: 3 clusters Score -702186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -702186.250000 Penalty: 4165.611328
	Iteration 34Q: 3 clusters Score -702186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -702187.437500 Penalty: 4165.611328
	Iteration 35Q: 3 clusters Score -702187.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -702189.125000 Penalty: 4165.611328
	Iteration 36Q: 3 clusters Score -702189.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -702191.375000 Penalty: 4165.611328
	Iteration 37Q: 3 clusters Score -702191.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -702191.062500 Penalty: 4165.611328
	Iteration 38Q: 3 clusters Score -702191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -702193.687500 Penalty: 4165.611328
	Iteration 39Q: 3 clusters Score -702193.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -702193.687500 Penalty: 4165.611328
	Iteration 40F: 3 clusters Score -702193.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -134987.109375 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -134987.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -133162.921875 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -133162.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -133460.859375 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -133460.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -133598.484375 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -133598.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -133699.031250 Penalty: 3356.602051
	Iteration 3F: 3 clusters Score -133699 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -133812.187500 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -133812.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -133922.515625 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -133922.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -134055.796875 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -134055.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -134263.359375 Penalty: 3356.602051
	Iteration 7F: 3 clusters Score -134263.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -134517.062500 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -134517.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -134995.390625 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -134995.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -135136.078125 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -135136.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -135188.296875 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -135188.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -135226.015625 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -135226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -135247.937500 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -135247.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -135257.781250 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -135257.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -135270.093750 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -135270.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -135285.406250 Penalty: 3356.602051
	Iteration 16Q: 3 clusters Score -135285.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -135296.500000 Penalty: 3356.602051
	Iteration 17Q: 3 clusters Score -135296.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -135317.890625 Penalty: 3356.602051
	Iteration 18Q: 3 clusters Score -135317.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -135401.812500 Penalty: 3356.602051
	Iteration 19Q: 3 clusters Score -135401.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -135621.500000 Penalty: 3356.602051
	Iteration 20F: 3 clusters Score -135621.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -135723.687500 Penalty: 3356.602051
	Iteration 21Q: 3 clusters Score -135723.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -135737.093750 Penalty: 3356.602051
	Iteration 22Q: 3 clusters Score -135737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -135739.109375 Penalty: 3356.602051
	Iteration 23Q: 3 clusters Score -135739.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -135739.109375 Penalty: 3356.602051
	Iteration 24F: 3 clusters Score -135739.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 34884 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61440 members 
Mstep: Class 5 contains 33418 members 
Mstep: Class 6 contains 6054 members 
Mstep: Class 7 contains 7654 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 31255 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6450 members 
Mstep: Class 12 contains 33707 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10339 members 
Mstep: Class 15 contains 2822 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61727 members 
Mstep: Class 18 contains 4989 members 
Mstep: Class 19 contains 13728 members 
Mstep: Class 20 contains 75106 members 
Mstep: Class 21 contains 17712 members 
Mstep: Class 22 contains 19985 members 
Mstep: Class 23 contains 5744 members 
Mstep: Class 24 contains 4557 members 
Mstep: Class 25 contains 3510 members 
Mstep: Class 26 contains 6457 members 
Mstep: Class 27 contains 7256 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11412 members 
Mstep: Class 32 contains 13268 members 
Mstep: Class 33 contains 5653 members 
Mstep: Class 34 contains 52906 members 
Mstep: Class 35 contains 11840 members 
Mstep: Class 36 contains 4440 members 
Mstep: Class 37 contains 303 members 
Mstep: Class 38 contains 2404 members 
Mstep: Class 39 contains 52615 members 
Mstep: Class 40 contains 2008 members 
Mstep: Class 41 contains 18370 members 
Mstep: Class 42 contains 1409 members 
Mstep: Class 43 contains 722 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7442 members 
Mstep: Class 47 contains 16809 members 
Mstep: Class 48 contains 5892 members 
Mstep: Class 49 contains 1518 members 
Mstep: Class 50 contains 566 members 
Entering Unmasked Estep 
Score: -115055496.000000 Penalty: 166910.750000
Splitting cluster 37 changes total score from -115056448.000000 to -115055496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (2404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Entering Unmasked Estep 
Score: -396819.437500 Penalty: 1930.652588
	Iteration 0F: 2 clusters Score -396819.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -393913.625000 Penalty: 3861.305176
	Iteration 0F: 3 clusters Score -393913.6 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -394429.500000 Penalty: 3861.305176
	Iteration 1F: 3 clusters Score -394429.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -394563.343750 Penalty: 3861.305176
	Iteration 2F: 3 clusters Score -394563.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -394649.218750 Penalty: 3861.305176
	Iteration 3Q: 3 clusters Score -394649.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -394724.937500 Penalty: 3861.305176
	Iteration 4Q: 3 clusters Score -394724.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -394782.843750 Penalty: 3861.305176
	Iteration 5Q: 3 clusters Score -394782.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -394839.468750 Penalty: 3861.305176
	Iteration 6Q: 3 clusters Score -394839.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -394889.093750 Penalty: 3861.305176
	Iteration 7Q: 3 clusters Score -394889.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -394938.375000 Penalty: 3861.305176
	Iteration 8Q: 3 clusters Score -394938.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -394970.500000 Penalty: 3861.305176
	Iteration 9Q: 3 clusters Score -394970.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -395017.906250 Penalty: 3861.305176
	Iteration 10Q: 3 clusters Score -395017.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -395065.093750 Penalty: 3861.305176
	Iteration 11Q: 3 clusters Score -395065.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -395106.093750 Penalty: 3861.305176
	Iteration 12Q: 3 clusters Score -395106.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -395149.875000 Penalty: 3861.305176
	Iteration 13Q: 3 clusters Score -395149.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -395186.000000 Penalty: 3861.305176
	Iteration 14Q: 3 clusters Score -395186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -395217.781250 Penalty: 3861.305176
	Iteration 15Q: 3 clusters Score -395217.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -395253.875000 Penalty: 3861.305176
	Iteration 16Q: 3 clusters Score -395253.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -395294.312500 Penalty: 3861.305176
	Iteration 17Q: 3 clusters Score -395294.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -395340.750000 Penalty: 3861.305176
	Iteration 18Q: 3 clusters Score -395340.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -395374.031250 Penalty: 3861.305176
	Iteration 19Q: 3 clusters Score -395374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -395408.343750 Penalty: 3861.305176
	Iteration 20F: 3 clusters Score -395408.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -395434.187500 Penalty: 3861.305176
	Iteration 21Q: 3 clusters Score -395434.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -395451.218750 Penalty: 3861.305176
	Iteration 22Q: 3 clusters Score -395451.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -395460.781250 Penalty: 3861.305176
	Iteration 23Q: 3 clusters Score -395460.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -395469.781250 Penalty: 3861.305176
	Iteration 24Q: 3 clusters Score -395469.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -395479.718750 Penalty: 3861.305176
	Iteration 25Q: 3 clusters Score -395479.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -395490.093750 Penalty: 3861.305176
	Iteration 26Q: 3 clusters Score -395490.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -395500.281250 Penalty: 3861.305176
	Iteration 27Q: 3 clusters Score -395500.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -395509.875000 Penalty: 3861.305176
	Iteration 28Q: 3 clusters Score -395509.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -395518.718750 Penalty: 3861.305176
	Iteration 29Q: 3 clusters Score -395518.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -395522.093750 Penalty: 3861.305176
	Iteration 30Q: 3 clusters Score -395522.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -395524.093750 Penalty: 3861.305176
	Iteration 31Q: 3 clusters Score -395524.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -395524.937500 Penalty: 3861.305176
	Iteration 32Q: 3 clusters Score -395524.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -395525.718750 Penalty: 3861.305176
	Iteration 33Q: 3 clusters Score -395525.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -395527.125000 Penalty: 3861.305176
	Iteration 34Q: 3 clusters Score -395527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -395527.250000 Penalty: 3861.305176
	Iteration 35Q: 3 clusters Score -395527.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -395527.250000 Penalty: 3861.305176
	Iteration 36F: 3 clusters Score -395527.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (52615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Entering Unmasked Estep 
Score: -8872476.000000 Penalty: 2695.947510
	Iteration 0F: 2 clusters Score -8872476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -8837580.000000 Penalty: 5391.895020
	Iteration 0F: 3 clusters Score -8837580 nChanged 24304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -8851258.000000 Penalty: 5391.895020
	Iteration 1F: 3 clusters Score -8851258 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -8851929.000000 Penalty: 5391.895020
	Iteration 2Q: 3 clusters Score -8851929 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -8852669.000000 Penalty: 5391.895020
	Iteration 3Q: 3 clusters Score -8852669 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -8853605.000000 Penalty: 5391.895020
	Iteration 4Q: 3 clusters Score -8853605 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -8854519.000000 Penalty: 5391.895020
	Iteration 5Q: 3 clusters Score -8854519 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -8855630.000000 Penalty: 5391.895020
	Iteration 6Q: 3 clusters Score -8855630 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -8856756.000000 Penalty: 5391.895020
	Iteration 7Q: 3 clusters Score -8856756 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -8857777.000000 Penalty: 5391.895020
	Iteration 8Q: 3 clusters Score -8857777 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -8858666.000000 Penalty: 5391.895020
	Iteration 9Q: 3 clusters Score -8858666 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -8859429.000000 Penalty: 5391.895020
	Iteration 10Q: 3 clusters Score -8859429 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -8860063.000000 Penalty: 5391.895020
	Iteration 11Q: 3 clusters Score -8860063 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -8860613.000000 Penalty: 5391.895020
	Iteration 12Q: 3 clusters Score -8860613 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -8861058.000000 Penalty: 5391.895020
	Iteration 13Q: 3 clusters Score -8861058 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -8861492.000000 Penalty: 5391.895020
	Iteration 14Q: 3 clusters Score -8861492 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -8861938.000000 Penalty: 5391.895020
	Iteration 15Q: 3 clusters Score -8861938 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -8862461.000000 Penalty: 5391.895020
	Iteration 16Q: 3 clusters Score -8862461 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -8863106.000000 Penalty: 5391.895020
	Iteration 17Q: 3 clusters Score -8863106 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -8863957.000000 Penalty: 5391.895020
	Iteration 18Q: 3 clusters Score -8863957 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -8864757.000000 Penalty: 5391.895020
	Iteration 19Q: 3 clusters Score -8864757 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -8865678.000000 Penalty: 5391.895020
	Iteration 20F: 3 clusters Score -8865678 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -8866590.000000 Penalty: 5391.895020
	Iteration 21Q: 3 clusters Score -8866590 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -8867472.000000 Penalty: 5391.895020
	Iteration 22Q: 3 clusters Score -8867472 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -8868199.000000 Penalty: 5391.895020
	Iteration 23Q: 3 clusters Score -8868199 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -8868781.000000 Penalty: 5391.895020
	Iteration 24Q: 3 clusters Score -8868781 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50698 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8869203.000000 Penalty: 5391.895020
	Iteration 25Q: 3 clusters Score -8869203 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8869486.000000 Penalty: 5391.895020
	Iteration 26Q: 3 clusters Score -8869486 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8869717.000000 Penalty: 5391.895020
	Iteration 27Q: 3 clusters Score -8869717 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51611 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8869854.000000 Penalty: 5391.895020
	Iteration 28Q: 3 clusters Score -8869854 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51714 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8869940.000000 Penalty: 5391.895020
	Iteration 29Q: 3 clusters Score -8869940 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8869985.000000 Penalty: 5391.895020
	Iteration 30Q: 3 clusters Score -8869985 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8870017.000000 Penalty: 5391.895020
	Iteration 31Q: 3 clusters Score -8870017 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8870055.000000 Penalty: 5391.895020
	Iteration 32Q: 3 clusters Score -8870055 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51922 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8870070.000000 Penalty: 5391.895020
	Iteration 33Q: 3 clusters Score -8870070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8870111.000000 Penalty: 5391.895020
	Iteration 34Q: 3 clusters Score -8870111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8870113.000000 Penalty: 5391.895020
	Iteration 35Q: 3 clusters Score -8870113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8870130.000000 Penalty: 5391.895020
	Iteration 36Q: 3 clusters Score -8870130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8870147.000000 Penalty: 5391.895020
	Iteration 37Q: 3 clusters Score -8870147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8870142.000000 Penalty: 5391.895020
	Iteration 38Q: 3 clusters Score -8870142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8870148.000000 Penalty: 5391.895020
	Iteration 39Q: 3 clusters Score -8870148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8870147.000000 Penalty: 5391.895020
	Iteration 40F: 3 clusters Score -8870147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8870152.000000 Penalty: 5391.895020
	Iteration 41Q: 3 clusters Score -8870152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8870155.000000 Penalty: 5391.895020
	Iteration 42Q: 3 clusters Score -8870155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8870152.000000 Penalty: 5391.895020
	Iteration 43Q: 3 clusters Score -8870152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8870149.000000 Penalty: 5391.895020
	Iteration 44Q: 3 clusters Score -8870149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8870146.000000 Penalty: 5391.895020
	Iteration 45Q: 3 clusters Score -8870146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8870151.000000 Penalty: 5391.895020
	Iteration 46Q: 3 clusters Score -8870151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8870158.000000 Penalty: 5391.895020
	Iteration 47Q: 3 clusters Score -8870158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8870152.000000 Penalty: 5391.895020
	Iteration 48Q: 3 clusters Score -8870152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8870152.000000 Penalty: 5391.895020
	Iteration 49F: 3 clusters Score -8870152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Entering Unmasked Estep 
Score: -331745.656250 Penalty: 1886.013916
	Iteration 0F: 2 clusters Score -331745.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -329106.718750 Penalty: 3772.027832
	Iteration 0F: 3 clusters Score -329106.7 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -329606.218750 Penalty: 3772.027832
	Iteration 1F: 3 clusters Score -329606.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -329786.281250 Penalty: 3772.027832
	Iteration 2F: 3 clusters Score -329786.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -329870.062500 Penalty: 3772.027832
	Iteration 3Q: 3 clusters Score -329870.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -329931.531250 Penalty: 3772.027832
	Iteration 4Q: 3 clusters Score -329931.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -329969.437500 Penalty: 3772.027832
	Iteration 5Q: 3 clusters Score -329969.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -330001.250000 Penalty: 3772.027832
	Iteration 6Q: 3 clusters Score -330001.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -330033.968750 Penalty: 3772.027832
	Iteration 7Q: 3 clusters Score -330034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -330059.437500 Penalty: 3772.027832
	Iteration 8Q: 3 clusters Score -330059.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -330081.281250 Penalty: 3772.027832
	Iteration 9Q: 3 clusters Score -330081.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -330096.781250 Penalty: 3772.027832
	Iteration 10Q: 3 clusters Score -330096.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -330110.281250 Penalty: 3772.027832
	Iteration 11Q: 3 clusters Score -330110.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -330125.593750 Penalty: 3772.027832
	Iteration 12Q: 3 clusters Score -330125.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -330140.906250 Penalty: 3772.027832
	Iteration 13Q: 3 clusters Score -330140.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -330156.187500 Penalty: 3772.027832
	Iteration 14Q: 3 clusters Score -330156.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -330166.281250 Penalty: 3772.027832
	Iteration 15Q: 3 clusters Score -330166.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -330170.906250 Penalty: 3772.027832
	Iteration 16Q: 3 clusters Score -330170.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -330173.093750 Penalty: 3772.027832
	Iteration 17Q: 3 clusters Score -330173.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -330176.593750 Penalty: 3772.027832
	Iteration 18Q: 3 clusters Score -330176.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -330178.593750 Penalty: 3772.027832
	Iteration 19Q: 3 clusters Score -330178.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -330183.500000 Penalty: 3772.027832
	Iteration 20F: 3 clusters Score -330183.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -330192.875000 Penalty: 3772.027832
	Iteration 21Q: 3 clusters Score -330192.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -330197.125000 Penalty: 3772.027832
	Iteration 22Q: 3 clusters Score -330197.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -330204.906250 Penalty: 3772.027832
	Iteration 23Q: 3 clusters Score -330204.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -330209.156250 Penalty: 3772.027832
	Iteration 24Q: 3 clusters Score -330209.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -330213.906250 Penalty: 3772.027832
	Iteration 25Q: 3 clusters Score -330213.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -330215.687500 Penalty: 3772.027832
	Iteration 26Q: 3 clusters Score -330215.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -330218.687500 Penalty: 3772.027832
	Iteration 27Q: 3 clusters Score -330218.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -330222.562500 Penalty: 3772.027832
	Iteration 28Q: 3 clusters Score -330222.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -330226.000000 Penalty: 3772.027832
	Iteration 29Q: 3 clusters Score -330226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -330226.562500 Penalty: 3772.027832
	Iteration 30Q: 3 clusters Score -330226.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -330226.562500 Penalty: 3772.027832
	Iteration 31F: 3 clusters Score -330226.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (18370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Entering Unmasked Estep 
Score: -3184755.500000 Penalty: 2434.981445
	Iteration 0F: 2 clusters Score -3184756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -3171746.250000 Penalty: 4869.962891
	Iteration 0F: 3 clusters Score -3171746 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3176046.500000 Penalty: 4869.962891
	Iteration 1F: 3 clusters Score -3176046 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3176428.750000 Penalty: 4869.962891
	Iteration 2F: 3 clusters Score -3176429 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -3176698.250000 Penalty: 4869.962891
	Iteration 3Q: 3 clusters Score -3176698 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -3176927.500000 Penalty: 4869.962891
	Iteration 4Q: 3 clusters Score -3176928 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3177094.750000 Penalty: 4869.962891
	Iteration 5Q: 3 clusters Score -3177095 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -3177271.500000 Penalty: 4869.962891
	Iteration 6Q: 3 clusters Score -3177272 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -3177426.250000 Penalty: 4869.962891
	Iteration 7Q: 3 clusters Score -3177426 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -3177591.250000 Penalty: 4869.962891
	Iteration 8Q: 3 clusters Score -3177591 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -3177770.250000 Penalty: 4869.962891
	Iteration 9Q: 3 clusters Score -3177770 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -3177955.500000 Penalty: 4869.962891
	Iteration 10Q: 3 clusters Score -3177956 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -3178183.750000 Penalty: 4869.962891
	Iteration 11Q: 3 clusters Score -3178184 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -3178477.000000 Penalty: 4869.962891
	Iteration 12Q: 3 clusters Score -3178477 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -3178873.750000 Penalty: 4869.962891
	Iteration 13Q: 3 clusters Score -3178874 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -3179271.500000 Penalty: 4869.962891
	Iteration 14Q: 3 clusters Score -3179272 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -3179688.000000 Penalty: 4869.962891
	Iteration 15Q: 3 clusters Score -3179688 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -3180045.750000 Penalty: 4869.962891
	Iteration 16Q: 3 clusters Score -3180046 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -3180321.500000 Penalty: 4869.962891
	Iteration 17Q: 3 clusters Score -3180322 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -3180563.250000 Penalty: 4869.962891
	Iteration 18Q: 3 clusters Score -3180563 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -3180709.500000 Penalty: 4869.962891
	Iteration 19Q: 3 clusters Score -3180710 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -3180822.500000 Penalty: 4869.962891
	Iteration 20F: 3 clusters Score -3180822 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -3180889.000000 Penalty: 4869.962891
	Iteration 21Q: 3 clusters Score -3180889 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -3180957.750000 Penalty: 4869.962891
	Iteration 22Q: 3 clusters Score -3180958 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -3181002.250000 Penalty: 4869.962891
	Iteration 23Q: 3 clusters Score -3181002 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -3181047.250000 Penalty: 4869.962891
	Iteration 24Q: 3 clusters Score -3181047 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -3181064.000000 Penalty: 4869.962891
	Iteration 25Q: 3 clusters Score -3181064 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -3181074.750000 Penalty: 4869.962891
	Iteration 26Q: 3 clusters Score -3181075 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -3181108.750000 Penalty: 4869.962891
	Iteration 27Q: 3 clusters Score -3181109 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -3181132.750000 Penalty: 4869.962891
	Iteration 28Q: 3 clusters Score -3181133 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -3181162.500000 Penalty: 4869.962891
	Iteration 29Q: 3 clusters Score -3181162 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -3181193.750000 Penalty: 4869.962891
	Iteration 30Q: 3 clusters Score -3181194 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -3181222.750000 Penalty: 4869.962891
	Iteration 31Q: 3 clusters Score -3181223 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3181261.000000 Penalty: 4869.962891
	Iteration 32Q: 3 clusters Score -3181261 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -3181307.250000 Penalty: 4869.962891
	Iteration 33Q: 3 clusters Score -3181307 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -3181330.000000 Penalty: 4869.962891
	Iteration 34Q: 3 clusters Score -3181330 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -3181367.250000 Penalty: 4869.962891
	Iteration 35Q: 3 clusters Score -3181367 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -3181405.750000 Penalty: 4869.962891
	Iteration 36Q: 3 clusters Score -3181406 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -3181440.500000 Penalty: 4869.962891
	Iteration 37Q: 3 clusters Score -3181440 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -3181474.000000 Penalty: 4869.962891
	Iteration 38Q: 3 clusters Score -3181474 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3181497.000000 Penalty: 4869.962891
	Iteration 39Q: 3 clusters Score -3181497 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -3181530.500000 Penalty: 4869.962891
	Iteration 40F: 3 clusters Score -3181530 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -3181549.000000 Penalty: 4869.962891
	Iteration 41Q: 3 clusters Score -3181549 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -3181573.250000 Penalty: 4869.962891
	Iteration 42Q: 3 clusters Score -3181573 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -3181584.500000 Penalty: 4869.962891
	Iteration 43Q: 3 clusters Score -3181584 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -3181594.250000 Penalty: 4869.962891
	Iteration 44Q: 3 clusters Score -3181594 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -3181621.750000 Penalty: 4869.962891
	Iteration 45Q: 3 clusters Score -3181622 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -3181649.000000 Penalty: 4869.962891
	Iteration 46Q: 3 clusters Score -3181649 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -3181671.750000 Penalty: 4869.962891
	Iteration 47Q: 3 clusters Score -3181672 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -3181700.500000 Penalty: 4869.962891
	Iteration 48Q: 3 clusters Score -3181700 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3181721.500000 Penalty: 4869.962891
	Iteration 49Q: 3 clusters Score -3181722 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -3181727.750000 Penalty: 4869.962891
	Iteration 50Q: 3 clusters Score -3181728 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -3181744.250000 Penalty: 4869.962891
	Iteration 51Q: 3 clusters Score -3181744 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -3181754.750000 Penalty: 4869.962891
	Iteration 52Q: 3 clusters Score -3181755 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3181778.500000 Penalty: 4869.962891
	Iteration 53Q: 3 clusters Score -3181778 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -3181787.250000 Penalty: 4869.962891
	Iteration 54Q: 3 clusters Score -3181787 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3181793.000000 Penalty: 4869.962891
	Iteration 55Q: 3 clusters Score -3181793 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -3181809.250000 Penalty: 4869.962891
	Iteration 56Q: 3 clusters Score -3181809 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3181819.250000 Penalty: 4869.962891
	Iteration 57Q: 3 clusters Score -3181819 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3181827.000000 Penalty: 4869.962891
	Iteration 58Q: 3 clusters Score -3181827 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3181836.500000 Penalty: 4869.962891
	Iteration 59Q: 3 clusters Score -3181836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -3181837.500000 Penalty: 4869.962891
	Iteration 60F: 3 clusters Score -3181838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -3181859.750000 Penalty: 4869.962891
	Iteration 61Q: 3 clusters Score -3181860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3181872.250000 Penalty: 4869.962891
	Iteration 62Q: 3 clusters Score -3181872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -3181879.000000 Penalty: 4869.962891
	Iteration 63Q: 3 clusters Score -3181879 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3181895.500000 Penalty: 4869.962891
	Iteration 64Q: 3 clusters Score -3181896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3181906.500000 Penalty: 4869.962891
	Iteration 65Q: 3 clusters Score -3181906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -3181916.250000 Penalty: 4869.962891
	Iteration 66Q: 3 clusters Score -3181916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3181914.500000 Penalty: 4869.962891
	Iteration 67Q: 3 clusters Score -3181914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -3181918.500000 Penalty: 4869.962891
	Iteration 68Q: 3 clusters Score -3181918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3181923.500000 Penalty: 4869.962891
	Iteration 69Q: 3 clusters Score -3181924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3181940.250000 Penalty: 4869.962891
	Iteration 70Q: 3 clusters Score -3181940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -3181941.750000 Penalty: 4869.962891
	Iteration 71Q: 3 clusters Score -3181942 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3181946.250000 Penalty: 4869.962891
	Iteration 72Q: 3 clusters Score -3181946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3181951.000000 Penalty: 4869.962891
	Iteration 73Q: 3 clusters Score -3181951 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3181968.000000 Penalty: 4869.962891
	Iteration 74Q: 3 clusters Score -3181968 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3181966.750000 Penalty: 4869.962891
	Iteration 75Q: 3 clusters Score -3181967 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -3181973.000000 Penalty: 4869.962891
	Iteration 76Q: 3 clusters Score -3181973 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3181986.750000 Penalty: 4869.962891
	Iteration 77Q: 3 clusters Score -3181987 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -3181996.250000 Penalty: 4869.962891
	Iteration 78Q: 3 clusters Score -3181996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3182005.250000 Penalty: 4869.962891
	Iteration 79Q: 3 clusters Score -3182005 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3182017.750000 Penalty: 4869.962891
	Iteration 80F: 3 clusters Score -3182018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3182020.750000 Penalty: 4869.962891
	Iteration 81Q: 3 clusters Score -3182021 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3182041.250000 Penalty: 4869.962891
	Iteration 82Q: 3 clusters Score -3182041 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3182044.750000 Penalty: 4869.962891
	Iteration 83Q: 3 clusters Score -3182045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -3182060.500000 Penalty: 4869.962891
	Iteration 84Q: 3 clusters Score -3182060 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3182068.250000 Penalty: 4869.962891
	Iteration 85Q: 3 clusters Score -3182068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3182079.000000 Penalty: 4869.962891
	Iteration 86Q: 3 clusters Score -3182079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -3182085.250000 Penalty: 4869.962891
	Iteration 87Q: 3 clusters Score -3182085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3182087.500000 Penalty: 4869.962891
	Iteration 88Q: 3 clusters Score -3182088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3182088.000000 Penalty: 4869.962891
	Iteration 89Q: 3 clusters Score -3182088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3182098.500000 Penalty: 4869.962891
	Iteration 90Q: 3 clusters Score -3182098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3182108.500000 Penalty: 4869.962891
	Iteration 91Q: 3 clusters Score -3182108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3182118.500000 Penalty: 4869.962891
	Iteration 92Q: 3 clusters Score -3182118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3182118.250000 Penalty: 4869.962891
	Iteration 93Q: 3 clusters Score -3182118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3182133.750000 Penalty: 4869.962891
	Iteration 94Q: 3 clusters Score -3182134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3182143.500000 Penalty: 4869.962891
	Iteration 95Q: 3 clusters Score -3182144 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3182156.750000 Penalty: 4869.962891
	Iteration 96Q: 3 clusters Score -3182157 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3182178.250000 Penalty: 4869.962891
	Iteration 97Q: 3 clusters Score -3182178 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3182204.750000 Penalty: 4869.962891
	Iteration 98Q: 3 clusters Score -3182205 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3182226.500000 Penalty: 4869.962891
	Iteration 99Q: 3 clusters Score -3182226 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3182242.750000 Penalty: 4869.962891
	Iteration 100F: 3 clusters Score -3182243 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3182271.000000 Penalty: 4869.962891
	Iteration 101Q: 3 clusters Score -3182271 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3182287.750000 Penalty: 4869.962891
	Iteration 102Q: 3 clusters Score -3182288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3182306.250000 Penalty: 4869.962891
	Iteration 103Q: 3 clusters Score -3182306 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3182331.000000 Penalty: 4869.962891
	Iteration 104Q: 3 clusters Score -3182331 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3182350.500000 Penalty: 4869.962891
	Iteration 105Q: 3 clusters Score -3182350 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3182373.250000 Penalty: 4869.962891
	Iteration 106Q: 3 clusters Score -3182373 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3182395.750000 Penalty: 4869.962891
	Iteration 107Q: 3 clusters Score -3182396 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3182424.750000 Penalty: 4869.962891
	Iteration 108Q: 3 clusters Score -3182425 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3182448.000000 Penalty: 4869.962891
	Iteration 109Q: 3 clusters Score -3182448 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3182478.500000 Penalty: 4869.962891
	Iteration 110Q: 3 clusters Score -3182478 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3182492.250000 Penalty: 4869.962891
	Iteration 111Q: 3 clusters Score -3182492 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3182513.250000 Penalty: 4869.962891
	Iteration 112Q: 3 clusters Score -3182513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3182520.750000 Penalty: 4869.962891
	Iteration 113Q: 3 clusters Score -3182521 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3182538.250000 Penalty: 4869.962891
	Iteration 114Q: 3 clusters Score -3182538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3182554.250000 Penalty: 4869.962891
	Iteration 115Q: 3 clusters Score -3182554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3182566.250000 Penalty: 4869.962891
	Iteration 116Q: 3 clusters Score -3182566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3182576.750000 Penalty: 4869.962891
	Iteration 117Q: 3 clusters Score -3182577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3182586.750000 Penalty: 4869.962891
	Iteration 118Q: 3 clusters Score -3182587 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3182601.250000 Penalty: 4869.962891
	Iteration 119Q: 3 clusters Score -3182601 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3182612.500000 Penalty: 4869.962891
	Iteration 120F: 3 clusters Score -3182612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3182628.250000 Penalty: 4869.962891
	Iteration 121Q: 3 clusters Score -3182628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3182625.250000 Penalty: 4869.962891
	Iteration 122Q: 3 clusters Score -3182625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3182632.750000 Penalty: 4869.962891
	Iteration 123Q: 3 clusters Score -3182633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3182631.750000 Penalty: 4869.962891
	Iteration 124Q: 3 clusters Score -3182632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3182640.500000 Penalty: 4869.962891
	Iteration 125Q: 3 clusters Score -3182640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3182643.250000 Penalty: 4869.962891
	Iteration 126Q: 3 clusters Score -3182643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3182648.250000 Penalty: 4869.962891
	Iteration 127Q: 3 clusters Score -3182648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3182653.250000 Penalty: 4869.962891
	Iteration 128Q: 3 clusters Score -3182653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3182651.750000 Penalty: 4869.962891
	Iteration 129Q: 3 clusters Score -3182652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3182657.750000 Penalty: 4869.962891
	Iteration 130Q: 3 clusters Score -3182658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3182661.500000 Penalty: 4869.962891
	Iteration 131Q: 3 clusters Score -3182662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3182659.000000 Penalty: 4869.962891
	Iteration 132Q: 3 clusters Score -3182659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3182659.750000 Penalty: 4869.962891
	Iteration 133Q: 3 clusters Score -3182660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3182668.750000 Penalty: 4869.962891
	Iteration 134Q: 3 clusters Score -3182669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3182670.750000 Penalty: 4869.962891
	Iteration 135Q: 3 clusters Score -3182671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3182673.250000 Penalty: 4869.962891
	Iteration 136Q: 3 clusters Score -3182673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3182679.250000 Penalty: 4869.962891
	Iteration 137Q: 3 clusters Score -3182679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3182681.000000 Penalty: 4869.962891
	Iteration 138Q: 3 clusters Score -3182681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3182682.250000 Penalty: 4869.962891
	Iteration 139Q: 3 clusters Score -3182682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3182681.500000 Penalty: 4869.962891
	Iteration 140F: 3 clusters Score -3182682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3182685.250000 Penalty: 4869.962891
	Iteration 141Q: 3 clusters Score -3182685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3182688.000000 Penalty: 4869.962891
	Iteration 142Q: 3 clusters Score -3182688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3182689.750000 Penalty: 4869.962891
	Iteration 143Q: 3 clusters Score -3182690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3182695.750000 Penalty: 4869.962891
	Iteration 144Q: 3 clusters Score -3182696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3182698.250000 Penalty: 4869.962891
	Iteration 145Q: 3 clusters Score -3182698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3182698.000000 Penalty: 4869.962891
	Iteration 146Q: 3 clusters Score -3182698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3182700.500000 Penalty: 4869.962891
	Iteration 147Q: 3 clusters Score -3182700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3182701.750000 Penalty: 4869.962891
	Iteration 148Q: 3 clusters Score -3182702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3182698.250000 Penalty: 4869.962891
	Iteration 149Q: 3 clusters Score -3182698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3182698.500000 Penalty: 4869.962891
	Iteration 150Q: 3 clusters Score -3182698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3182709.750000 Penalty: 4869.962891
	Iteration 151Q: 3 clusters Score -3182710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3182714.000000 Penalty: 4869.962891
	Iteration 152Q: 3 clusters Score -3182714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3182721.500000 Penalty: 4869.962891
	Iteration 153Q: 3 clusters Score -3182722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3182714.250000 Penalty: 4869.962891
	Iteration 154Q: 3 clusters Score -3182714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3182716.500000 Penalty: 4869.962891
	Iteration 155Q: 3 clusters Score -3182716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3182721.500000 Penalty: 4869.962891
	Iteration 156Q: 3 clusters Score -3182722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3182723.000000 Penalty: 4869.962891
	Iteration 157Q: 3 clusters Score -3182723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3182726.750000 Penalty: 4869.962891
	Iteration 158Q: 3 clusters Score -3182727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3182725.250000 Penalty: 4869.962891
	Iteration 159Q: 3 clusters Score -3182725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3182730.000000 Penalty: 4869.962891
	Iteration 160F: 3 clusters Score -3182730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3182735.000000 Penalty: 4869.962891
	Iteration 161Q: 3 clusters Score -3182735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3182736.750000 Penalty: 4869.962891
	Iteration 162Q: 3 clusters Score -3182737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3182736.250000 Penalty: 4869.962891
	Iteration 163Q: 3 clusters Score -3182736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3182737.750000 Penalty: 4869.962891
	Iteration 164Q: 3 clusters Score -3182738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3182735.250000 Penalty: 4869.962891
	Iteration 165Q: 3 clusters Score -3182735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3182735.250000 Penalty: 4869.962891
	Iteration 166F: 3 clusters Score -3182735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -229321.500000 Penalty: 1798.157593
	Iteration 0F: 2 clusters Score -229321.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -227118.687500 Penalty: 3596.315186
	Iteration 0F: 3 clusters Score -227118.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -227496.000000 Penalty: 3596.315186
	Iteration 1F: 3 clusters Score -227496 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -227600.718750 Penalty: 3596.315186
	Iteration 2F: 3 clusters Score -227600.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -227644.593750 Penalty: 3596.315186
	Iteration 3Q: 3 clusters Score -227644.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -227683.984375 Penalty: 3596.315186
	Iteration 4Q: 3 clusters Score -227684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -227723.640625 Penalty: 3596.315186
	Iteration 5Q: 3 clusters Score -227723.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -227764.171875 Penalty: 3596.315186
	Iteration 6Q: 3 clusters Score -227764.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -227795.875000 Penalty: 3596.315186
	Iteration 7Q: 3 clusters Score -227795.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -227824.031250 Penalty: 3596.315186
	Iteration 8Q: 3 clusters Score -227824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -227850.968750 Penalty: 3596.315186
	Iteration 9Q: 3 clusters Score -227851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -227880.031250 Penalty: 3596.315186
	Iteration 10Q: 3 clusters Score -227880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -227918.453125 Penalty: 3596.315186
	Iteration 11Q: 3 clusters Score -227918.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -227951.250000 Penalty: 3596.315186
	Iteration 12Q: 3 clusters Score -227951.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -227971.625000 Penalty: 3596.315186
	Iteration 13Q: 3 clusters Score -227971.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -227981.062500 Penalty: 3596.315186
	Iteration 14Q: 3 clusters Score -227981.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -227988.312500 Penalty: 3596.315186
	Iteration 15Q: 3 clusters Score -227988.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -227997.437500 Penalty: 3596.315186
	Iteration 16Q: 3 clusters Score -227997.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -228008.171875 Penalty: 3596.315186
	Iteration 17Q: 3 clusters Score -228008.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -228015.265625 Penalty: 3596.315186
	Iteration 18Q: 3 clusters Score -228015.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -228025.171875 Penalty: 3596.315186
	Iteration 19Q: 3 clusters Score -228025.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -228028.609375 Penalty: 3596.315186
	Iteration 20F: 3 clusters Score -228028.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -228030.625000 Penalty: 3596.315186
	Iteration 21Q: 3 clusters Score -228030.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -228034.531250 Penalty: 3596.315186
	Iteration 22Q: 3 clusters Score -228034.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -228039.171875 Penalty: 3596.315186
	Iteration 23Q: 3 clusters Score -228039.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -228043.843750 Penalty: 3596.315186
	Iteration 24Q: 3 clusters Score -228043.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -228046.750000 Penalty: 3596.315186
	Iteration 25Q: 3 clusters Score -228046.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -228049.468750 Penalty: 3596.315186
	Iteration 26Q: 3 clusters Score -228049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -228050.406250 Penalty: 3596.315186
	Iteration 27Q: 3 clusters Score -228050.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -228050.406250 Penalty: 3596.315186
	Iteration 28F: 3 clusters Score -228050.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -108894.273438 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -108894.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -107263.039062 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -107263 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -107614.398438 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -107614.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -107767.820312 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -107767.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -107857.890625 Penalty: 3264.684326
	Iteration 3Q: 3 clusters Score -107857.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -107967.437500 Penalty: 3264.684326
	Iteration 4Q: 3 clusters Score -107967.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -108070.070312 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -108070.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -108174.960938 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -108175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -108248.265625 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -108248.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -108292.312500 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -108292.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -108323.000000 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -108323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -108345.296875 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -108345.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -108351.906250 Penalty: 3264.684326
	Iteration 11Q: 3 clusters Score -108351.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -108363.992188 Penalty: 3264.684326
	Iteration 12Q: 3 clusters Score -108364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -108377.226562 Penalty: 3264.684326
	Iteration 13Q: 3 clusters Score -108377.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -108401.203125 Penalty: 3264.684326
	Iteration 14Q: 3 clusters Score -108401.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -108422.085938 Penalty: 3264.684326
	Iteration 15Q: 3 clusters Score -108422.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -108436.539062 Penalty: 3264.684326
	Iteration 16Q: 3 clusters Score -108436.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -108453.265625 Penalty: 3264.684326
	Iteration 17Q: 3 clusters Score -108453.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -108472.601562 Penalty: 3264.684326
	Iteration 18Q: 3 clusters Score -108472.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -108482.218750 Penalty: 3264.684326
	Iteration 19Q: 3 clusters Score -108482.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -108541.460938 Penalty: 3264.684326
	Iteration 20F: 3 clusters Score -108541.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -108683.835938 Penalty: 3264.684326
	Iteration 21Q: 3 clusters Score -108683.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -108775.000000 Penalty: 3264.684326
	Iteration 22Q: 3 clusters Score -108775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -108814.609375 Penalty: 3264.684326
	Iteration 23Q: 3 clusters Score -108814.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -108843.593750 Penalty: 3264.684326
	Iteration 24Q: 3 clusters Score -108843.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -108858.445312 Penalty: 3264.684326
	Iteration 25Q: 3 clusters Score -108858.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -108863.375000 Penalty: 3264.684326
	Iteration 26Q: 3 clusters Score -108863.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -108864.835938 Penalty: 3264.684326
	Iteration 27Q: 3 clusters Score -108864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -108866.039062 Penalty: 3264.684326
	Iteration 28Q: 3 clusters Score -108866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -108866.039062 Penalty: 3264.684326
	Iteration 29F: 3 clusters Score -108866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -150311.015625 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -150311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -148383.015625 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -148383 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -148639.328125 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -148639.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -148735.125000 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -148735.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -148783.390625 Penalty: 3377.283447
	Iteration 3Q: 3 clusters Score -148783.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -148813.875000 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -148813.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -148832.515625 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -148832.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -148847.890625 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -148847.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -148860.390625 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -148860.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -148865.281250 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -148865.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -148869.812500 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -148869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -148874.093750 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -148874.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -148877.750000 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -148877.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -148878.671875 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -148878.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -148879.515625 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -148879.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -148879.515625 Penalty: 3377.283447
	Iteration 14F: 3 clusters Score -148879.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -74879.492188 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -74879.49 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 278 members 
Entering Unmasked Estep 
Score: -73340.757812 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -73340.76 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -73555.054688 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -73555.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -73633.937500 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -73633.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -73661.945312 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -73661.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -73677.210938 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -73677.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -73685.304688 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -73685.3 nChanged 3
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: -73688.421875 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -73688.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -73689.773438 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -73689.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -73697.101562 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -73697.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -73705.867188 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -73705.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -73712.132812 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -73712.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -73717.687500 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -73717.69 nChanged 6
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: -73736.742188 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -73736.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -73743.906250 Penalty: 3092.267822
	Iteration 13Q: 3 clusters Score -73743.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -73759.117188 Penalty: 3092.267822
	Iteration 14Q: 3 clusters Score -73759.12 nChanged 4
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: -73770.507812 Penalty: 3092.267822
	Iteration 15Q: 3 clusters Score -73770.51 nChanged 6
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: -73784.390625 Penalty: 3092.267822
	Iteration 16Q: 3 clusters Score -73784.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -73798.257812 Penalty: 3092.267822
	Iteration 17Q: 3 clusters Score -73798.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73805.765625 Penalty: 3092.267822
	Iteration 18Q: 3 clusters Score -73805.77 nChanged 3
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: -73813.078125 Penalty: 3092.267822
	Iteration 19Q: 3 clusters Score -73813.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -73819.460938 Penalty: 3092.267822
	Iteration 20F: 3 clusters Score -73819.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73827.718750 Penalty: 3092.267822
	Iteration 21Q: 3 clusters Score -73827.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73827.718750 Penalty: 3092.267822
	Iteration 22F: 3 clusters Score -73827.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Entering Unmasked Estep 
Score: -1249374.875000 Penalty: 2210.894043
	Iteration 0F: 2 clusters Score -1249375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1243304.375000 Penalty: 4421.788086
	Iteration 0F: 3 clusters Score -1243304 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1244988.750000 Penalty: 4421.788086
	Iteration 1F: 3 clusters Score -1244989 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1245268.250000 Penalty: 4421.788086
	Iteration 2F: 3 clusters Score -1245268 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1245494.625000 Penalty: 4421.788086
	Iteration 3F: 3 clusters Score -1245495 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1245656.875000 Penalty: 4421.788086
	Iteration 4Q: 3 clusters Score -1245657 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1245785.750000 Penalty: 4421.788086
	Iteration 5Q: 3 clusters Score -1245786 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1245868.375000 Penalty: 4421.788086
	Iteration 6Q: 3 clusters Score -1245868 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1245942.250000 Penalty: 4421.788086
	Iteration 7Q: 3 clusters Score -1245942 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1245996.750000 Penalty: 4421.788086
	Iteration 8Q: 3 clusters Score -1245997 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1246060.125000 Penalty: 4421.788086
	Iteration 9Q: 3 clusters Score -1246060 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1246126.750000 Penalty: 4421.788086
	Iteration 10Q: 3 clusters Score -1246127 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1246187.125000 Penalty: 4421.788086
	Iteration 11Q: 3 clusters Score -1246187 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1246253.875000 Penalty: 4421.788086
	Iteration 12Q: 3 clusters Score -1246254 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1246320.500000 Penalty: 4421.788086
	Iteration 13Q: 3 clusters Score -1246320 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1246397.500000 Penalty: 4421.788086
	Iteration 14Q: 3 clusters Score -1246398 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1246465.000000 Penalty: 4421.788086
	Iteration 15Q: 3 clusters Score -1246465 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1246529.375000 Penalty: 4421.788086
	Iteration 16Q: 3 clusters Score -1246529 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1246587.625000 Penalty: 4421.788086
	Iteration 17Q: 3 clusters Score -1246588 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1246657.625000 Penalty: 4421.788086
	Iteration 18Q: 3 clusters Score -1246658 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1246728.500000 Penalty: 4421.788086
	Iteration 19Q: 3 clusters Score -1246728 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1246807.750000 Penalty: 4421.788086
	Iteration 20F: 3 clusters Score -1246808 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1246878.875000 Penalty: 4421.788086
	Iteration 21Q: 3 clusters Score -1246879 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1246935.750000 Penalty: 4421.788086
	Iteration 22Q: 3 clusters Score -1246936 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1246973.625000 Penalty: 4421.788086
	Iteration 23Q: 3 clusters Score -1246974 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1247021.125000 Penalty: 4421.788086
	Iteration 24Q: 3 clusters Score -1247021 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1247085.750000 Penalty: 4421.788086
	Iteration 25Q: 3 clusters Score -1247086 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1247139.000000 Penalty: 4421.788086
	Iteration 26Q: 3 clusters Score -1247139 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1247185.625000 Penalty: 4421.788086
	Iteration 27Q: 3 clusters Score -1247186 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1247240.500000 Penalty: 4421.788086
	Iteration 28Q: 3 clusters Score -1247240 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1247282.625000 Penalty: 4421.788086
	Iteration 29Q: 3 clusters Score -1247283 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1247317.500000 Penalty: 4421.788086
	Iteration 30Q: 3 clusters Score -1247318 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1247343.875000 Penalty: 4421.788086
	Iteration 31Q: 3 clusters Score -1247344 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1247369.000000 Penalty: 4421.788086
	Iteration 32Q: 3 clusters Score -1247369 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1247386.625000 Penalty: 4421.788086
	Iteration 33Q: 3 clusters Score -1247387 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1247389.000000 Penalty: 4421.788086
	Iteration 34Q: 3 clusters Score -1247389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1247397.000000 Penalty: 4421.788086
	Iteration 35Q: 3 clusters Score -1247397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1247407.000000 Penalty: 4421.788086
	Iteration 36Q: 3 clusters Score -1247407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1247407.875000 Penalty: 4421.788086
	Iteration 37Q: 3 clusters Score -1247408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1247415.750000 Penalty: 4421.788086
	Iteration 38Q: 3 clusters Score -1247416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1247425.125000 Penalty: 4421.788086
	Iteration 39Q: 3 clusters Score -1247425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1247434.375000 Penalty: 4421.788086
	Iteration 40F: 3 clusters Score -1247434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1247438.500000 Penalty: 4421.788086
	Iteration 41Q: 3 clusters Score -1247438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1247439.500000 Penalty: 4421.788086
	Iteration 42Q: 3 clusters Score -1247440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1247443.375000 Penalty: 4421.788086
	Iteration 43Q: 3 clusters Score -1247443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1247449.250000 Penalty: 4421.788086
	Iteration 44Q: 3 clusters Score -1247449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1247451.250000 Penalty: 4421.788086
	Iteration 45Q: 3 clusters Score -1247451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1247452.250000 Penalty: 4421.788086
	Iteration 46Q: 3 clusters Score -1247452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1247456.125000 Penalty: 4421.788086
	Iteration 47Q: 3 clusters Score -1247456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1247458.750000 Penalty: 4421.788086
	Iteration 48Q: 3 clusters Score -1247459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1247460.500000 Penalty: 4421.788086
	Iteration 49Q: 3 clusters Score -1247460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1247461.250000 Penalty: 4421.788086
	Iteration 50Q: 3 clusters Score -1247461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1247461.875000 Penalty: 4421.788086
	Iteration 51Q: 3 clusters Score -1247462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1247460.125000 Penalty: 4421.788086
	Iteration 52Q: 3 clusters Score -1247460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1247462.875000 Penalty: 4421.788086
	Iteration 53Q: 3 clusters Score -1247463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1247463.500000 Penalty: 4421.788086
	Iteration 54Q: 3 clusters Score -1247464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1247467.875000 Penalty: 4421.788086
	Iteration 55Q: 3 clusters Score -1247468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1247473.750000 Penalty: 4421.788086
	Iteration 56Q: 3 clusters Score -1247474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1247477.000000 Penalty: 4421.788086
	Iteration 57Q: 3 clusters Score -1247477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1247477.000000 Penalty: 4421.788086
	Iteration 58Q: 3 clusters Score -1247477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1247477.000000 Penalty: 4421.788086
	Iteration 59Q: 3 clusters Score -1247477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1247480.000000 Penalty: 4421.788086
	Iteration 60F: 3 clusters Score -1247480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1247481.250000 Penalty: 4421.788086
	Iteration 61Q: 3 clusters Score -1247481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1247479.375000 Penalty: 4421.788086
	Iteration 62Q: 3 clusters Score -1247479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1247483.125000 Penalty: 4421.788086
	Iteration 63Q: 3 clusters Score -1247483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1247485.625000 Penalty: 4421.788086
	Iteration 64Q: 3 clusters Score -1247486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1247486.375000 Penalty: 4421.788086
	Iteration 65Q: 3 clusters Score -1247486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1247486.375000 Penalty: 4421.788086
	Iteration 66F: 3 clusters Score -1247486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (16809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Entering Unmasked Estep 
Score: -2854644.750000 Penalty: 2412.958008
	Iteration 0F: 2 clusters Score -2854645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2842648.250000 Penalty: 4825.916016
	Iteration 0F: 3 clusters Score -2842648 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2846568.500000 Penalty: 4825.916016
	Iteration 1F: 3 clusters Score -2846568 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2847056.750000 Penalty: 4825.916016
	Iteration 2F: 3 clusters Score -2847057 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2847483.000000 Penalty: 4825.916016
	Iteration 3F: 3 clusters Score -2847483 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2847935.250000 Penalty: 4825.916016
	Iteration 4F: 3 clusters Score -2847935 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2848436.000000 Penalty: 4825.916016
	Iteration 5F: 3 clusters Score -2848436 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2848902.250000 Penalty: 4825.916016
	Iteration 6Q: 3 clusters Score -2848902 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2849329.750000 Penalty: 4825.916016
	Iteration 7Q: 3 clusters Score -2849330 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2849709.750000 Penalty: 4825.916016
	Iteration 8Q: 3 clusters Score -2849710 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2850009.250000 Penalty: 4825.916016
	Iteration 9Q: 3 clusters Score -2850009 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2850229.250000 Penalty: 4825.916016
	Iteration 10Q: 3 clusters Score -2850229 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2850403.500000 Penalty: 4825.916016
	Iteration 11Q: 3 clusters Score -2850404 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2850564.750000 Penalty: 4825.916016
	Iteration 12Q: 3 clusters Score -2850565 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2850718.000000 Penalty: 4825.916016
	Iteration 13Q: 3 clusters Score -2850718 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2850887.000000 Penalty: 4825.916016
	Iteration 14Q: 3 clusters Score -2850887 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2851042.250000 Penalty: 4825.916016
	Iteration 15Q: 3 clusters Score -2851042 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2851182.750000 Penalty: 4825.916016
	Iteration 16Q: 3 clusters Score -2851183 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2851335.500000 Penalty: 4825.916016
	Iteration 17Q: 3 clusters Score -2851336 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2851511.750000 Penalty: 4825.916016
	Iteration 18Q: 3 clusters Score -2851512 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2851648.000000 Penalty: 4825.916016
	Iteration 19Q: 3 clusters Score -2851648 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2851791.000000 Penalty: 4825.916016
	Iteration 20F: 3 clusters Score -2851791 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2851937.750000 Penalty: 4825.916016
	Iteration 21Q: 3 clusters Score -2851938 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2852080.250000 Penalty: 4825.916016
	Iteration 22Q: 3 clusters Score -2852080 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2852233.250000 Penalty: 4825.916016
	Iteration 23Q: 3 clusters Score -2852233 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2852349.250000 Penalty: 4825.916016
	Iteration 24Q: 3 clusters Score -2852349 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2852447.250000 Penalty: 4825.916016
	Iteration 25Q: 3 clusters Score -2852447 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2852541.250000 Penalty: 4825.916016
	Iteration 26Q: 3 clusters Score -2852541 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2852617.250000 Penalty: 4825.916016
	Iteration 27Q: 3 clusters Score -2852617 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2852677.750000 Penalty: 4825.916016
	Iteration 28Q: 3 clusters Score -2852678 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2852717.750000 Penalty: 4825.916016
	Iteration 29Q: 3 clusters Score -2852718 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2852758.500000 Penalty: 4825.916016
	Iteration 30Q: 3 clusters Score -2852758 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2852794.000000 Penalty: 4825.916016
	Iteration 31Q: 3 clusters Score -2852794 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2852827.000000 Penalty: 4825.916016
	Iteration 32Q: 3 clusters Score -2852827 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2852853.000000 Penalty: 4825.916016
	Iteration 33Q: 3 clusters Score -2852853 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2852872.250000 Penalty: 4825.916016
	Iteration 34Q: 3 clusters Score -2852872 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2852892.500000 Penalty: 4825.916016
	Iteration 35Q: 3 clusters Score -2852892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2852912.250000 Penalty: 4825.916016
	Iteration 36Q: 3 clusters Score -2852912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2852919.000000 Penalty: 4825.916016
	Iteration 37Q: 3 clusters Score -2852919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2852927.000000 Penalty: 4825.916016
	Iteration 38Q: 3 clusters Score -2852927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2852936.250000 Penalty: 4825.916016
	Iteration 39Q: 3 clusters Score -2852936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2852942.000000 Penalty: 4825.916016
	Iteration 40F: 3 clusters Score -2852942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2852944.250000 Penalty: 4825.916016
	Iteration 41Q: 3 clusters Score -2852944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2852948.500000 Penalty: 4825.916016
	Iteration 42Q: 3 clusters Score -2852948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2852953.500000 Penalty: 4825.916016
	Iteration 43Q: 3 clusters Score -2852954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2852951.000000 Penalty: 4825.916016
	Iteration 44Q: 3 clusters Score -2852951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2852954.250000 Penalty: 4825.916016
	Iteration 45Q: 3 clusters Score -2852954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2852954.000000 Penalty: 4825.916016
	Iteration 46Q: 3 clusters Score -2852954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2852955.000000 Penalty: 4825.916016
	Iteration 47Q: 3 clusters Score -2852955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2852955.000000 Penalty: 4825.916016
	Iteration 48Q: 3 clusters Score -2852955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2852962.250000 Penalty: 4825.916016
	Iteration 49Q: 3 clusters Score -2852962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2852964.250000 Penalty: 4825.916016
	Iteration 50Q: 3 clusters Score -2852964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2852966.500000 Penalty: 4825.916016
	Iteration 51Q: 3 clusters Score -2852966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2852969.750000 Penalty: 4825.916016
	Iteration 52Q: 3 clusters Score -2852970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2852971.250000 Penalty: 4825.916016
	Iteration 53Q: 3 clusters Score -2852971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2852973.000000 Penalty: 4825.916016
	Iteration 54Q: 3 clusters Score -2852973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2852974.250000 Penalty: 4825.916016
	Iteration 55Q: 3 clusters Score -2852974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2852971.500000 Penalty: 4825.916016
	Iteration 56Q: 3 clusters Score -2852972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2852973.000000 Penalty: 4825.916016
	Iteration 57Q: 3 clusters Score -2852973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2852972.000000 Penalty: 4825.916016
	Iteration 58Q: 3 clusters Score -2852972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2852973.250000 Penalty: 4825.916016
	Iteration 59Q: 3 clusters Score -2852973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2852973.250000 Penalty: 4825.916016
	Iteration 60F: 3 clusters Score -2852973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Entering Unmasked Estep 
Score: -1039575.375000 Penalty: 2152.975098
	Iteration 0F: 2 clusters Score -1039575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1034494.625000 Penalty: 4305.950195
	Iteration 0F: 3 clusters Score -1034495 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1035793.437500 Penalty: 4305.950195
	Iteration 1F: 3 clusters Score -1035793 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1036022.812500 Penalty: 4305.950195
	Iteration 2F: 3 clusters Score -1036023 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1036166.625000 Penalty: 4305.950195
	Iteration 3Q: 3 clusters Score -1036167 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1036261.000000 Penalty: 4305.950195
	Iteration 4Q: 3 clusters Score -1036261 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1036334.875000 Penalty: 4305.950195
	Iteration 5Q: 3 clusters Score -1036335 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1036384.375000 Penalty: 4305.950195
	Iteration 6Q: 3 clusters Score -1036384 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1036414.937500 Penalty: 4305.950195
	Iteration 7Q: 3 clusters Score -1036415 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1036440.062500 Penalty: 4305.950195
	Iteration 8Q: 3 clusters Score -1036440 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1036466.125000 Penalty: 4305.950195
	Iteration 9Q: 3 clusters Score -1036466 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1036488.375000 Penalty: 4305.950195
	Iteration 10Q: 3 clusters Score -1036488 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1036516.250000 Penalty: 4305.950195
	Iteration 11Q: 3 clusters Score -1036516 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1036545.000000 Penalty: 4305.950195
	Iteration 12Q: 3 clusters Score -1036545 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1036584.750000 Penalty: 4305.950195
	Iteration 13Q: 3 clusters Score -1036585 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1036613.875000 Penalty: 4305.950195
	Iteration 14Q: 3 clusters Score -1036614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1036646.312500 Penalty: 4305.950195
	Iteration 15Q: 3 clusters Score -1036646 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1036678.312500 Penalty: 4305.950195
	Iteration 16Q: 3 clusters Score -1036678 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1036708.937500 Penalty: 4305.950195
	Iteration 17Q: 3 clusters Score -1036709 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1036739.062500 Penalty: 4305.950195
	Iteration 18Q: 3 clusters Score -1036739 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1036765.500000 Penalty: 4305.950195
	Iteration 19Q: 3 clusters Score -1036766 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1036793.750000 Penalty: 4305.950195
	Iteration 20F: 3 clusters Score -1036794 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1036830.937500 Penalty: 4305.950195
	Iteration 21Q: 3 clusters Score -1036831 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1036877.812500 Penalty: 4305.950195
	Iteration 22Q: 3 clusters Score -1036878 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1036922.937500 Penalty: 4305.950195
	Iteration 23Q: 3 clusters Score -1036923 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1036956.937500 Penalty: 4305.950195
	Iteration 24Q: 3 clusters Score -1036957 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1036985.937500 Penalty: 4305.950195
	Iteration 25Q: 3 clusters Score -1036986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1037020.500000 Penalty: 4305.950195
	Iteration 26Q: 3 clusters Score -1037020 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1037042.812500 Penalty: 4305.950195
	Iteration 27Q: 3 clusters Score -1037043 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1037065.750000 Penalty: 4305.950195
	Iteration 28Q: 3 clusters Score -1037066 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1037095.125000 Penalty: 4305.950195
	Iteration 29Q: 3 clusters Score -1037095 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1037119.000000 Penalty: 4305.950195
	Iteration 30Q: 3 clusters Score -1037119 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1037127.437500 Penalty: 4305.950195
	Iteration 31Q: 3 clusters Score -1037127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1037138.375000 Penalty: 4305.950195
	Iteration 32Q: 3 clusters Score -1037138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1037145.187500 Penalty: 4305.950195
	Iteration 33Q: 3 clusters Score -1037145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1037153.250000 Penalty: 4305.950195
	Iteration 34Q: 3 clusters Score -1037153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1037157.750000 Penalty: 4305.950195
	Iteration 35Q: 3 clusters Score -1037158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1037161.812500 Penalty: 4305.950195
	Iteration 36Q: 3 clusters Score -1037162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1037163.562500 Penalty: 4305.950195
	Iteration 37Q: 3 clusters Score -1037164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1037165.625000 Penalty: 4305.950195
	Iteration 38Q: 3 clusters Score -1037166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1037166.750000 Penalty: 4305.950195
	Iteration 39Q: 3 clusters Score -1037167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1037168.875000 Penalty: 4305.950195
	Iteration 40F: 3 clusters Score -1037169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1037170.562500 Penalty: 4305.950195
	Iteration 41Q: 3 clusters Score -1037171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1037172.250000 Penalty: 4305.950195
	Iteration 42Q: 3 clusters Score -1037172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1037173.187500 Penalty: 4305.950195
	Iteration 43Q: 3 clusters Score -1037173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1037171.250000 Penalty: 4305.950195
	Iteration 44Q: 3 clusters Score -1037171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1037172.687500 Penalty: 4305.950195
	Iteration 45Q: 3 clusters Score -1037173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1037173.625000 Penalty: 4305.950195
	Iteration 46Q: 3 clusters Score -1037174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1037172.750000 Penalty: 4305.950195
	Iteration 47Q: 3 clusters Score -1037173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1037170.687500 Penalty: 4305.950195
	Iteration 48Q: 3 clusters Score -1037171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1037172.250000 Penalty: 4305.950195
	Iteration 49Q: 3 clusters Score -1037172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1037172.250000 Penalty: 4305.950195
	Iteration 50F: 3 clusters Score -1037172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Entering Unmasked Estep 
Score: -251804.609375 Penalty: 1816.636963
	Iteration 0F: 2 clusters Score -251804.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -249484.000000 Penalty: 3633.273926
	Iteration 0F: 3 clusters Score -249484 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -249848.093750 Penalty: 3633.273926
	Iteration 1F: 3 clusters Score -249848.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -249970.875000 Penalty: 3633.273926
	Iteration 2F: 3 clusters Score -249970.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -250055.734375 Penalty: 3633.273926
	Iteration 3Q: 3 clusters Score -250055.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -250123.578125 Penalty: 3633.273926
	Iteration 4Q: 3 clusters Score -250123.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -250178.921875 Penalty: 3633.273926
	Iteration 5Q: 3 clusters Score -250178.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -250213.218750 Penalty: 3633.273926
	Iteration 6Q: 3 clusters Score -250213.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -250252.718750 Penalty: 3633.273926
	Iteration 7Q: 3 clusters Score -250252.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -250292.281250 Penalty: 3633.273926
	Iteration 8Q: 3 clusters Score -250292.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -250338.343750 Penalty: 3633.273926
	Iteration 9Q: 3 clusters Score -250338.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -250378.906250 Penalty: 3633.273926
	Iteration 10Q: 3 clusters Score -250378.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -250411.140625 Penalty: 3633.273926
	Iteration 11Q: 3 clusters Score -250411.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -250449.156250 Penalty: 3633.273926
	Iteration 12Q: 3 clusters Score -250449.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -250491.359375 Penalty: 3633.273926
	Iteration 13Q: 3 clusters Score -250491.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -250519.062500 Penalty: 3633.273926
	Iteration 14Q: 3 clusters Score -250519.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -250539.625000 Penalty: 3633.273926
	Iteration 15Q: 3 clusters Score -250539.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -250549.046875 Penalty: 3633.273926
	Iteration 16Q: 3 clusters Score -250549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -250558.828125 Penalty: 3633.273926
	Iteration 17Q: 3 clusters Score -250558.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -250563.359375 Penalty: 3633.273926
	Iteration 18Q: 3 clusters Score -250563.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -250569.046875 Penalty: 3633.273926
	Iteration 19Q: 3 clusters Score -250569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -250574.140625 Penalty: 3633.273926
	Iteration 20F: 3 clusters Score -250574.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -250582.609375 Penalty: 3633.273926
	Iteration 21Q: 3 clusters Score -250582.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -250592.968750 Penalty: 3633.273926
	Iteration 22Q: 3 clusters Score -250593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -250597.468750 Penalty: 3633.273926
	Iteration 23Q: 3 clusters Score -250597.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -250598.250000 Penalty: 3633.273926
	Iteration 24Q: 3 clusters Score -250598.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -250600.937500 Penalty: 3633.273926
	Iteration 25Q: 3 clusters Score -250600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -250601.968750 Penalty: 3633.273926
	Iteration 26Q: 3 clusters Score -250602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -250603.546875 Penalty: 3633.273926
	Iteration 27Q: 3 clusters Score -250603.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -250607.906250 Penalty: 3633.273926
	Iteration 28Q: 3 clusters Score -250607.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -250612.687500 Penalty: 3633.273926
	Iteration 29Q: 3 clusters Score -250612.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -250618.031250 Penalty: 3633.273926
	Iteration 30Q: 3 clusters Score -250618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -250618.953125 Penalty: 3633.273926
	Iteration 31Q: 3 clusters Score -250619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -250619.859375 Penalty: 3633.273926
	Iteration 32Q: 3 clusters Score -250619.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -250621.343750 Penalty: 3633.273926
	Iteration 33Q: 3 clusters Score -250621.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -250622.765625 Penalty: 3633.273926
	Iteration 34Q: 3 clusters Score -250622.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -250622.765625 Penalty: 3633.273926
	Iteration 35F: 3 clusters Score -250622.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 34884 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61440 members 
Mstep: Class 5 contains 33418 members 
Mstep: Class 6 contains 6054 members 
Mstep: Class 7 contains 7654 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 31255 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6450 members 
Mstep: Class 12 contains 33707 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10339 members 
Mstep: Class 15 contains 2822 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61727 members 
Mstep: Class 18 contains 4989 members 
Mstep: Class 19 contains 13728 members 
Mstep: Class 20 contains 75106 members 
Mstep: Class 21 contains 17712 members 
Mstep: Class 22 contains 19985 members 
Mstep: Class 23 contains 5744 members 
Mstep: Class 24 contains 4557 members 
Mstep: Class 25 contains 3510 members 
Mstep: Class 26 contains 6457 members 
Mstep: Class 27 contains 7256 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11412 members 
Mstep: Class 32 contains 13268 members 
Mstep: Class 33 contains 5653 members 
Mstep: Class 34 contains 52906 members 
Mstep: Class 35 contains 11840 members 
Mstep: Class 36 contains 4440 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2404 members 
Mstep: Class 39 contains 52615 members 
Mstep: Class 40 contains 2008 members 
Mstep: Class 41 contains 18370 members 
Mstep: Class 42 contains 1409 members 
Mstep: Class 43 contains 722 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7442 members 
Mstep: Class 47 contains 16809 members 
Mstep: Class 48 contains 5892 members 
Mstep: Class 49 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056400.000000 Penalty: 163572.531250
Iteration 479Q: 50 clusters Score -1.150564e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 34887 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61450 members 
Mstep: Class 5 contains 33417 members 
Mstep: Class 6 contains 6054 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 31254 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6448 members 
Mstep: Class 12 contains 33711 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10340 members 
Mstep: Class 15 contains 2822 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61710 members 
Mstep: Class 18 contains 4992 members 
Mstep: Class 19 contains 13728 members 
Mstep: Class 20 contains 75105 members 
Mstep: Class 21 contains 17712 members 
Mstep: Class 22 contains 19975 members 
Mstep: Class 23 contains 5744 members 
Mstep: Class 24 contains 4557 members 
Mstep: Class 25 contains 3508 members 
Mstep: Class 26 contains 6457 members 
Mstep: Class 27 contains 7256 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6217 members 
Mstep: Class 31 contains 11406 members 
Mstep: Class 32 contains 13272 members 
Mstep: Class 33 contains 5663 members 
Mstep: Class 34 contains 52909 members 
Mstep: Class 35 contains 11838 members 
Mstep: Class 36 contains 4439 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2404 members 
Mstep: Class 39 contains 52616 members 
Mstep: Class 40 contains 2008 members 
Mstep: Class 41 contains 18384 members 
Mstep: Class 42 contains 1409 members 
Mstep: Class 43 contains 722 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7441 members 
Mstep: Class 47 contains 16810 members 
Mstep: Class 48 contains 5894 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056456.000000 Penalty: 163572.531250
Iteration 480F: 50 clusters Score -1.150565e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 34881 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61462 members 
Mstep: Class 5 contains 33417 members 
Mstep: Class 6 contains 6054 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 31255 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6446 members 
Mstep: Class 12 contains 33716 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2824 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61698 members 
Mstep: Class 18 contains 5000 members 
Mstep: Class 19 contains 13728 members 
Mstep: Class 20 contains 75103 members 
Mstep: Class 21 contains 17714 members 
Mstep: Class 22 contains 19968 members 
Mstep: Class 23 contains 5744 members 
Mstep: Class 24 contains 4557 members 
Mstep: Class 25 contains 3507 members 
Mstep: Class 26 contains 6457 members 
Mstep: Class 27 contains 7256 members 
Mstep: Class 28 contains 12316 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6217 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 13278 members 
Mstep: Class 33 contains 5675 members 
Mstep: Class 34 contains 52909 members 
Mstep: Class 35 contains 11833 members 
Mstep: Class 36 contains 4441 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2404 members 
Mstep: Class 39 contains 52615 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 18391 members 
Mstep: Class 42 contains 1409 members 
Mstep: Class 43 contains 723 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7441 members 
Mstep: Class 47 contains 16809 members 
Mstep: Class 48 contains 5895 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056456.000000 Penalty: 163572.531250
Iteration 481Q: 50 clusters Score -1.150565e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 34884 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61481 members 
Mstep: Class 5 contains 33418 members 
Mstep: Class 6 contains 6053 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 31256 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6446 members 
Mstep: Class 12 contains 33715 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2826 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61680 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 13727 members 
Mstep: Class 20 contains 75103 members 
Mstep: Class 21 contains 17717 members 
Mstep: Class 22 contains 19953 members 
Mstep: Class 23 contains 5745 members 
Mstep: Class 24 contains 4557 members 
Mstep: Class 25 contains 3508 members 
Mstep: Class 26 contains 6458 members 
Mstep: Class 27 contains 7256 members 
Mstep: Class 28 contains 12313 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6217 members 
Mstep: Class 31 contains 11392 members 
Mstep: Class 32 contains 13288 members 
Mstep: Class 33 contains 5687 members 
Mstep: Class 34 contains 52907 members 
Mstep: Class 35 contains 11831 members 
Mstep: Class 36 contains 4441 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52613 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 18396 members 
Mstep: Class 42 contains 1408 members 
Mstep: Class 43 contains 725 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7445 members 
Mstep: Class 47 contains 16809 members 
Mstep: Class 48 contains 5897 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056384.000000 Penalty: 163572.531250
Iteration 482Q: 50 clusters Score -1.150564e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 34884 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61498 members 
Mstep: Class 5 contains 33416 members 
Mstep: Class 6 contains 6055 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 31256 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6446 members 
Mstep: Class 12 contains 33712 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2827 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61665 members 
Mstep: Class 18 contains 5009 members 
Mstep: Class 19 contains 13727 members 
Mstep: Class 20 contains 75102 members 
Mstep: Class 21 contains 17722 members 
Mstep: Class 22 contains 19944 members 
Mstep: Class 23 contains 5746 members 
Mstep: Class 24 contains 4557 members 
Mstep: Class 25 contains 3508 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 7257 members 
Mstep: Class 28 contains 12312 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11388 members 
Mstep: Class 32 contains 13293 members 
Mstep: Class 33 contains 5693 members 
Mstep: Class 34 contains 52908 members 
Mstep: Class 35 contains 11834 members 
Mstep: Class 36 contains 4438 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2402 members 
Mstep: Class 39 contains 52610 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 18400 members 
Mstep: Class 42 contains 1407 members 
Mstep: Class 43 contains 725 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7444 members 
Mstep: Class 47 contains 16811 members 
Mstep: Class 48 contains 5902 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056424.000000 Penalty: 163572.531250
Iteration 483Q: 50 clusters Score -1.150564e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 34878 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61511 members 
Mstep: Class 5 contains 33418 members 
Mstep: Class 6 contains 6055 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 31257 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6445 members 
Mstep: Class 12 contains 33706 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2829 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61647 members 
Mstep: Class 18 contains 5013 members 
Mstep: Class 19 contains 13727 members 
Mstep: Class 20 contains 75101 members 
Mstep: Class 21 contains 17726 members 
Mstep: Class 22 contains 19942 members 
Mstep: Class 23 contains 5746 members 
Mstep: Class 24 contains 4557 members 
Mstep: Class 25 contains 3508 members 
Mstep: Class 26 contains 6460 members 
Mstep: Class 27 contains 7257 members 
Mstep: Class 28 contains 12311 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 11384 members 
Mstep: Class 32 contains 13294 members 
Mstep: Class 33 contains 5703 members 
Mstep: Class 34 contains 52909 members 
Mstep: Class 35 contains 11835 members 
Mstep: Class 36 contains 4437 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2403 members 
Mstep: Class 39 contains 52608 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 18404 members 
Mstep: Class 42 contains 1408 members 
Mstep: Class 43 contains 725 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7444 members 
Mstep: Class 47 contains 16809 members 
Mstep: Class 48 contains 5910 members 
Mstep: Class 49 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056456.000000 Penalty: 163572.531250
Iteration 484Q: 50 clusters Score -1.150565e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 34873 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61526 members 
Mstep: Class 5 contains 33414 members 
Mstep: Class 6 contains 6057 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 31259 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6441 members 
Mstep: Class 12 contains 33704 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2829 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61631 members 
Mstep: Class 18 contains 5024 members 
Mstep: Class 19 contains 13727 members 
Mstep: Class 20 contains 75098 members 
Mstep: Class 21 contains 17728 members 
Mstep: Class 22 contains 19943 members 
Mstep: Class 23 contains 5746 members 
Mstep: Class 24 contains 4557 members 
Mstep: Class 25 contains 3508 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 7257 members 
Mstep: Class 28 contains 12308 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6217 members 
Mstep: Class 31 contains 11380 members 
Mstep: Class 32 contains 13294 members 
Mstep: Class 33 contains 5710 members 
Mstep: Class 34 contains 52906 members 
Mstep: Class 35 contains 11837 members 
Mstep: Class 36 contains 4439 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2404 members 
Mstep: Class 39 contains 52607 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 18406 members 
Mstep: Class 42 contains 1408 members 
Mstep: Class 43 contains 725 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7444 members 
Mstep: Class 47 contains 16809 members 
Mstep: Class 48 contains 5918 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056496.000000 Penalty: 163572.531250
Iteration 485Q: 50 clusters Score -1.150565e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 34864 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61551 members 
Mstep: Class 5 contains 33412 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 31259 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6439 members 
Mstep: Class 12 contains 33705 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2831 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61603 members 
Mstep: Class 18 contains 5026 members 
Mstep: Class 19 contains 13727 members 
Mstep: Class 20 contains 75095 members 
Mstep: Class 21 contains 17727 members 
Mstep: Class 22 contains 19939 members 
Mstep: Class 23 contains 5746 members 
Mstep: Class 24 contains 4557 members 
Mstep: Class 25 contains 3508 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 7257 members 
Mstep: Class 28 contains 12307 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6217 members 
Mstep: Class 31 contains 11374 members 
Mstep: Class 32 contains 13299 members 
Mstep: Class 33 contains 5718 members 
Mstep: Class 34 contains 52907 members 
Mstep: Class 35 contains 11841 members 
Mstep: Class 36 contains 4443 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2405 members 
Mstep: Class 39 contains 52606 members 
Mstep: Class 40 contains 2007 members 
Mstep: Class 41 contains 18410 members 
Mstep: Class 42 contains 1408 members 
Mstep: Class 43 contains 725 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7445 members 
Mstep: Class 47 contains 16810 members 
Mstep: Class 48 contains 5923 members 
Mstep: Class 49 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056608.000000 Penalty: 163572.531250
Iteration 486Q: 50 clusters Score -1.150566e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 34860 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61570 members 
Mstep: Class 5 contains 33406 members 
Mstep: Class 6 contains 6061 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 31259 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6435 members 
Mstep: Class 12 contains 33705 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2831 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61581 members 
Mstep: Class 18 contains 5034 members 
Mstep: Class 19 contains 13728 members 
Mstep: Class 20 contains 75096 members 
Mstep: Class 21 contains 17730 members 
Mstep: Class 22 contains 19939 members 
Mstep: Class 23 contains 5746 members 
Mstep: Class 24 contains 4559 members 
Mstep: Class 25 contains 3507 members 
Mstep: Class 26 contains 6461 members 
Mstep: Class 27 contains 7257 members 
Mstep: Class 28 contains 12301 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6217 members 
Mstep: Class 31 contains 11366 members 
Mstep: Class 32 contains 13299 members 
Mstep: Class 33 contains 5723 members 
Mstep: Class 34 contains 52905 members 
Mstep: Class 35 contains 11844 members 
Mstep: Class 36 contains 4443 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2406 members 
Mstep: Class 39 contains 52605 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 18412 members 
Mstep: Class 42 contains 1408 members 
Mstep: Class 43 contains 725 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7447 members 
Mstep: Class 47 contains 16805 members 
Mstep: Class 48 contains 5927 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056368.000000 Penalty: 163572.531250
Iteration 487Q: 50 clusters Score -1.150564e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 34838 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61585 members 
Mstep: Class 5 contains 33403 members 
Mstep: Class 6 contains 6063 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 31261 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6432 members 
Mstep: Class 12 contains 33710 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 2831 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61564 members 
Mstep: Class 18 contains 5037 members 
Mstep: Class 19 contains 13729 members 
Mstep: Class 20 contains 75098 members 
Mstep: Class 21 contains 17732 members 
Mstep: Class 22 contains 19936 members 
Mstep: Class 23 contains 5746 members 
Mstep: Class 24 contains 4562 members 
Mstep: Class 25 contains 3506 members 
Mstep: Class 26 contains 6460 members 
Mstep: Class 27 contains 7257 members 
Mstep: Class 28 contains 12295 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6217 members 
Mstep: Class 31 contains 11364 members 
Mstep: Class 32 contains 13317 members 
Mstep: Class 33 contains 5724 members 
Mstep: Class 34 contains 52902 members 
Mstep: Class 35 contains 11850 members 
Mstep: Class 36 contains 4445 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2408 members 
Mstep: Class 39 contains 52609 members 
Mstep: Class 40 contains 2005 members 
Mstep: Class 41 contains 18415 members 
Mstep: Class 42 contains 1409 members 
Mstep: Class 43 contains 725 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7447 members 
Mstep: Class 47 contains 16805 members 
Mstep: Class 48 contains 5929 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056432.000000 Penalty: 163572.531250
Iteration 488Q: 50 clusters Score -1.150564e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 34822 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61598 members 
Mstep: Class 5 contains 33400 members 
Mstep: Class 6 contains 6068 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 31262 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6430 members 
Mstep: Class 12 contains 33725 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2831 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61544 members 
Mstep: Class 18 contains 5042 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 75097 members 
Mstep: Class 21 contains 17734 members 
Mstep: Class 22 contains 19937 members 
Mstep: Class 23 contains 5746 members 
Mstep: Class 24 contains 4564 members 
Mstep: Class 25 contains 3503 members 
Mstep: Class 26 contains 6458 members 
Mstep: Class 27 contains 7257 members 
Mstep: Class 28 contains 12289 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6217 members 
Mstep: Class 31 contains 11362 members 
Mstep: Class 32 contains 13325 members 
Mstep: Class 33 contains 5726 members 
Mstep: Class 34 contains 52902 members 
Mstep: Class 35 contains 11855 members 
Mstep: Class 36 contains 4446 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2407 members 
Mstep: Class 39 contains 52609 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 18419 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 725 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7448 members 
Mstep: Class 47 contains 16804 members 
Mstep: Class 48 contains 5932 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056472.000000 Penalty: 163572.531250
Iteration 489Q: 50 clusters Score -1.150565e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 34804 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61617 members 
Mstep: Class 5 contains 33397 members 
Mstep: Class 6 contains 6073 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 31260 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6429 members 
Mstep: Class 12 contains 33737 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2832 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61527 members 
Mstep: Class 18 contains 5043 members 
Mstep: Class 19 contains 13732 members 
Mstep: Class 20 contains 75099 members 
Mstep: Class 21 contains 17735 members 
Mstep: Class 22 contains 19937 members 
Mstep: Class 23 contains 5746 members 
Mstep: Class 24 contains 4564 members 
Mstep: Class 25 contains 3500 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 7257 members 
Mstep: Class 28 contains 12285 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6217 members 
Mstep: Class 31 contains 11357 members 
Mstep: Class 32 contains 13337 members 
Mstep: Class 33 contains 5723 members 
Mstep: Class 34 contains 52904 members 
Mstep: Class 35 contains 11862 members 
Mstep: Class 36 contains 4448 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2408 members 
Mstep: Class 39 contains 52609 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 18420 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 724 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7444 members 
Mstep: Class 47 contains 16802 members 
Mstep: Class 48 contains 5936 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056472.000000 Penalty: 163572.531250
Iteration 490Q: 50 clusters Score -1.150565e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 34788 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61622 members 
Mstep: Class 5 contains 33396 members 
Mstep: Class 6 contains 6078 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 31261 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6428 members 
Mstep: Class 12 contains 33746 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 10340 members 
Mstep: Class 15 contains 2832 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61521 members 
Mstep: Class 18 contains 5042 members 
Mstep: Class 19 contains 13732 members 
Mstep: Class 20 contains 75100 members 
Mstep: Class 21 contains 17737 members 
Mstep: Class 22 contains 19931 members 
Mstep: Class 23 contains 5747 members 
Mstep: Class 24 contains 4564 members 
Mstep: Class 25 contains 3497 members 
Mstep: Class 26 contains 6458 members 
Mstep: Class 27 contains 7258 members 
Mstep: Class 28 contains 12284 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11353 members 
Mstep: Class 32 contains 13349 members 
Mstep: Class 33 contains 5723 members 
Mstep: Class 34 contains 52905 members 
Mstep: Class 35 contains 11873 members 
Mstep: Class 36 contains 4450 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2409 members 
Mstep: Class 39 contains 52607 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 18423 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 724 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7443 members 
Mstep: Class 47 contains 16802 members 
Mstep: Class 48 contains 5939 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056472.000000 Penalty: 163572.531250
Iteration 491Q: 50 clusters Score -1.150565e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 34773 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61630 members 
Mstep: Class 5 contains 33394 members 
Mstep: Class 6 contains 6079 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 31263 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6428 members 
Mstep: Class 12 contains 33749 members 
Mstep: Class 13 contains 3599 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 2832 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61514 members 
Mstep: Class 18 contains 5043 members 
Mstep: Class 19 contains 13732 members 
Mstep: Class 20 contains 75101 members 
Mstep: Class 21 contains 17738 members 
Mstep: Class 22 contains 19927 members 
Mstep: Class 23 contains 5748 members 
Mstep: Class 24 contains 4564 members 
Mstep: Class 25 contains 3497 members 
Mstep: Class 26 contains 6456 members 
Mstep: Class 27 contains 7258 members 
Mstep: Class 28 contains 12282 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11354 members 
Mstep: Class 32 contains 13355 members 
Mstep: Class 33 contains 5724 members 
Mstep: Class 34 contains 52906 members 
Mstep: Class 35 contains 11883 members 
Mstep: Class 36 contains 4453 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2409 members 
Mstep: Class 39 contains 52609 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 18428 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 724 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7445 members 
Mstep: Class 47 contains 16802 members 
Mstep: Class 48 contains 5943 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056448.000000 Penalty: 163572.531250
Iteration 492Q: 50 clusters Score -1.150564e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 34758 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61636 members 
Mstep: Class 5 contains 33394 members 
Mstep: Class 6 contains 6079 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 31264 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6428 members 
Mstep: Class 12 contains 33749 members 
Mstep: Class 13 contains 3598 members 
Mstep: Class 14 contains 10343 members 
Mstep: Class 15 contains 2832 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61506 members 
Mstep: Class 18 contains 5047 members 
Mstep: Class 19 contains 13735 members 
Mstep: Class 20 contains 75105 members 
Mstep: Class 21 contains 17740 members 
Mstep: Class 22 contains 19927 members 
Mstep: Class 23 contains 5750 members 
Mstep: Class 24 contains 4564 members 
Mstep: Class 25 contains 3496 members 
Mstep: Class 26 contains 6455 members 
Mstep: Class 27 contains 7258 members 
Mstep: Class 28 contains 12282 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11350 members 
Mstep: Class 32 contains 13358 members 
Mstep: Class 33 contains 5726 members 
Mstep: Class 34 contains 52906 members 
Mstep: Class 35 contains 11885 members 
Mstep: Class 36 contains 4457 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2409 members 
Mstep: Class 39 contains 52608 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 18432 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 724 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7446 members 
Mstep: Class 47 contains 16802 members 
Mstep: Class 48 contains 5948 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056360.000000 Penalty: 163572.531250
Iteration 493Q: 50 clusters Score -1.150564e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 34745 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61640 members 
Mstep: Class 5 contains 33393 members 
Mstep: Class 6 contains 6080 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1865 members 
Mstep: Class 9 contains 31265 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6428 members 
Mstep: Class 12 contains 33752 members 
Mstep: Class 13 contains 3598 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 2832 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61499 members 
Mstep: Class 18 contains 5055 members 
Mstep: Class 19 contains 13736 members 
Mstep: Class 20 contains 75102 members 
Mstep: Class 21 contains 17741 members 
Mstep: Class 22 contains 19931 members 
Mstep: Class 23 contains 5751 members 
Mstep: Class 24 contains 4564 members 
Mstep: Class 25 contains 3495 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7258 members 
Mstep: Class 28 contains 12278 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11346 members 
Mstep: Class 32 contains 13366 members 
Mstep: Class 33 contains 5725 members 
Mstep: Class 34 contains 52910 members 
Mstep: Class 35 contains 11884 members 
Mstep: Class 36 contains 4459 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2409 members 
Mstep: Class 39 contains 52608 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 18435 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 724 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7447 members 
Mstep: Class 47 contains 16804 members 
Mstep: Class 48 contains 5953 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056272.000000 Penalty: 163572.531250
Iteration 494Q: 50 clusters Score -1.150563e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 34735 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61648 members 
Mstep: Class 5 contains 33392 members 
Mstep: Class 6 contains 6080 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1865 members 
Mstep: Class 9 contains 31265 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6427 members 
Mstep: Class 12 contains 33756 members 
Mstep: Class 13 contains 3598 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 2833 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61491 members 
Mstep: Class 18 contains 5058 members 
Mstep: Class 19 contains 13736 members 
Mstep: Class 20 contains 75100 members 
Mstep: Class 21 contains 17742 members 
Mstep: Class 22 contains 19938 members 
Mstep: Class 23 contains 5751 members 
Mstep: Class 24 contains 4564 members 
Mstep: Class 25 contains 3494 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7258 members 
Mstep: Class 28 contains 12275 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11343 members 
Mstep: Class 32 contains 13378 members 
Mstep: Class 33 contains 5724 members 
Mstep: Class 34 contains 52912 members 
Mstep: Class 35 contains 11889 members 
Mstep: Class 36 contains 4458 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2409 members 
Mstep: Class 39 contains 52612 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 18438 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 724 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7444 members 
Mstep: Class 47 contains 16804 members 
Mstep: Class 48 contains 5958 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056160.000000 Penalty: 163572.531250
Iteration 495Q: 50 clusters Score -1.150562e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 34720 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61654 members 
Mstep: Class 5 contains 33391 members 
Mstep: Class 6 contains 6080 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 31266 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6423 members 
Mstep: Class 12 contains 33759 members 
Mstep: Class 13 contains 3598 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2833 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61490 members 
Mstep: Class 18 contains 5065 members 
Mstep: Class 19 contains 13738 members 
Mstep: Class 20 contains 75101 members 
Mstep: Class 21 contains 17744 members 
Mstep: Class 22 contains 19939 members 
Mstep: Class 23 contains 5751 members 
Mstep: Class 24 contains 4564 members 
Mstep: Class 25 contains 3494 members 
Mstep: Class 26 contains 6450 members 
Mstep: Class 27 contains 7258 members 
Mstep: Class 28 contains 12275 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11337 members 
Mstep: Class 32 contains 13389 members 
Mstep: Class 33 contains 5725 members 
Mstep: Class 34 contains 52912 members 
Mstep: Class 35 contains 11889 members 
Mstep: Class 36 contains 4458 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2409 members 
Mstep: Class 39 contains 52618 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 18439 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 724 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7444 members 
Mstep: Class 47 contains 16804 members 
Mstep: Class 48 contains 5962 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056272.000000 Penalty: 163572.531250
Iteration 496Q: 50 clusters Score -1.150563e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 34705 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61671 members 
Mstep: Class 5 contains 33394 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 31266 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6421 members 
Mstep: Class 12 contains 33767 members 
Mstep: Class 13 contains 3598 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2833 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61477 members 
Mstep: Class 18 contains 5070 members 
Mstep: Class 19 contains 13737 members 
Mstep: Class 20 contains 75096 members 
Mstep: Class 21 contains 17741 members 
Mstep: Class 22 contains 19943 members 
Mstep: Class 23 contains 5751 members 
Mstep: Class 24 contains 4564 members 
Mstep: Class 25 contains 3493 members 
Mstep: Class 26 contains 6448 members 
Mstep: Class 27 contains 7258 members 
Mstep: Class 28 contains 12273 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11335 members 
Mstep: Class 32 contains 13401 members 
Mstep: Class 33 contains 5726 members 
Mstep: Class 34 contains 52916 members 
Mstep: Class 35 contains 11888 members 
Mstep: Class 36 contains 4458 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2409 members 
Mstep: Class 39 contains 52616 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 18441 members 
Mstep: Class 42 contains 1410 members 
Mstep: Class 43 contains 724 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7445 members 
Mstep: Class 47 contains 16804 members 
Mstep: Class 48 contains 5966 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056224.000000 Penalty: 163572.531250
Iteration 497Q: 50 clusters Score -1.150562e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 34700 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61685 members 
Mstep: Class 5 contains 33396 members 
Mstep: Class 6 contains 6084 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 31269 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6419 members 
Mstep: Class 12 contains 33771 members 
Mstep: Class 13 contains 3598 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2833 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61473 members 
Mstep: Class 18 contains 5072 members 
Mstep: Class 19 contains 13737 members 
Mstep: Class 20 contains 75092 members 
Mstep: Class 21 contains 17740 members 
Mstep: Class 22 contains 19944 members 
Mstep: Class 23 contains 5751 members 
Mstep: Class 24 contains 4564 members 
Mstep: Class 25 contains 3490 members 
Mstep: Class 26 contains 6448 members 
Mstep: Class 27 contains 7258 members 
Mstep: Class 28 contains 12272 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11325 members 
Mstep: Class 32 contains 13407 members 
Mstep: Class 33 contains 5729 members 
Mstep: Class 34 contains 52917 members 
Mstep: Class 35 contains 11890 members 
Mstep: Class 36 contains 4457 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2409 members 
Mstep: Class 39 contains 52615 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 18442 members 
Mstep: Class 42 contains 1409 members 
Mstep: Class 43 contains 724 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7445 members 
Mstep: Class 47 contains 16804 members 
Mstep: Class 48 contains 5971 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056368.000000 Penalty: 163572.531250
Iteration 498Q: 50 clusters Score -1.150564e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 34687 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61701 members 
Mstep: Class 5 contains 33392 members 
Mstep: Class 6 contains 6085 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 31271 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6417 members 
Mstep: Class 12 contains 33777 members 
Mstep: Class 13 contains 3598 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2833 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61470 members 
Mstep: Class 18 contains 5074 members 
Mstep: Class 19 contains 13737 members 
Mstep: Class 20 contains 75091 members 
Mstep: Class 21 contains 17739 members 
Mstep: Class 22 contains 19941 members 
Mstep: Class 23 contains 5751 members 
Mstep: Class 24 contains 4564 members 
Mstep: Class 25 contains 3490 members 
Mstep: Class 26 contains 6447 members 
Mstep: Class 27 contains 7258 members 
Mstep: Class 28 contains 12272 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11319 members 
Mstep: Class 32 contains 13417 members 
Mstep: Class 33 contains 5731 members 
Mstep: Class 34 contains 52917 members 
Mstep: Class 35 contains 11891 members 
Mstep: Class 36 contains 4456 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2408 members 
Mstep: Class 39 contains 52617 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 18446 members 
Mstep: Class 42 contains 1407 members 
Mstep: Class 43 contains 724 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7445 members 
Mstep: Class 47 contains 16804 members 
Mstep: Class 48 contains 5975 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056376.000000 Penalty: 163572.531250
Iteration 499Q: 50 clusters Score -1.150564e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 34669 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 61713 members 
Mstep: Class 5 contains 33392 members 
Mstep: Class 6 contains 6085 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 31271 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 33791 members 
Mstep: Class 13 contains 3598 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 2833 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 61465 members 
Mstep: Class 18 contains 5075 members 
Mstep: Class 19 contains 13738 members 
Mstep: Class 20 contains 75090 members 
Mstep: Class 21 contains 17739 members 
Mstep: Class 22 contains 19935 members 
Mstep: Class 23 contains 5752 members 
Mstep: Class 24 contains 4564 members 
Mstep: Class 25 contains 3491 members 
Mstep: Class 26 contains 6447 members 
Mstep: Class 27 contains 7258 members 
Mstep: Class 28 contains 12271 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 11315 members 
Mstep: Class 32 contains 13423 members 
Mstep: Class 33 contains 5733 members 
Mstep: Class 34 contains 52924 members 
Mstep: Class 35 contains 11893 members 
Mstep: Class 36 contains 4456 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 2408 members 
Mstep: Class 39 contains 52617 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 18448 members 
Mstep: Class 42 contains 1402 members 
Mstep: Class 43 contains 724 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 510 members 
Mstep: Class 46 contains 7445 members 
Mstep: Class 47 contains 16804 members 
Mstep: Class 48 contains 5980 members 
Mstep: Class 49 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056264.000000 Penalty: 163572.531250
Iteration 500F: 50 clusters Score -1.150563e+08 nChanged 103
Maximum iterations exceeded
--- Evaluating fit on full set of 2103592 points ---
Entering Unmasked Estep 
Score: -343666560.000000 Penalty: 176922.875000
21->50 Clusters: Score -343666560.000000, best is -343627584.000000
THE BEST YET!

Main iterations: 0 (time per=infms)
Total iterations: 41600 (time per=301.235352ms)
Iterations metric 2: 1309945495552.000000 (time per=9.566345ns)
Iterations metric 3: 39298120286208.000000 (time per=318.880153ps)

That took 12531.390625 seconds.
